From 099c373d49b02b578ab5436a63786f88a2627dbd Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Thu, 17 Aug 2023 13:01:15 -0500 Subject: [PATCH 001/148] Update FastAPI to 0.100.1 in preparation for Pydantic v2 support (#335) --- poetry.lock | 16 +++++++--------- pyproject.toml | 2 +- 2 files changed, 8 insertions(+), 10 deletions(-) diff --git a/poetry.lock b/poetry.lock index 414c5b54e1..c52f933e8a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -686,24 +686,22 @@ tests = ["asttokens", "littleutils", "pytest", "rich"] [[package]] name = "fastapi" -version = "0.95.2" +version = "0.100.1" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = false python-versions = ">=3.7" files = [ - {file = "fastapi-0.95.2-py3-none-any.whl", hash = "sha256:d374dbc4ef2ad9b803899bd3360d34c534adc574546e25314ab72c0c4411749f"}, - {file = "fastapi-0.95.2.tar.gz", hash = "sha256:4d9d3e8c71c73f11874bcf5e33626258d143252e329a01002f767306c64fb982"}, + 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(>=1.1.2,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "typer-cli (>=0.0.13,<0.0.14)", "typer[all] (>=0.6.1,<0.8.0)"] -test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==23.1.0)", "coverage[toml] (>=6.5.0,<8.0)", "databases[sqlite] (>=0.3.2,<0.7.0)", "email-validator (>=1.1.1,<2.0.0)", "flask (>=1.1.2,<3.0.0)", "httpx (>=0.23.0,<0.24.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.982)", "orjson (>=3.2.1,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "peewee (>=3.13.3,<4.0.0)", "pytest (>=7.1.3,<8.0.0)", "python-jose[cryptography] (>=3.3.0,<4.0.0)", "python-multipart (>=0.0.5,<0.0.7)", "pyyaml (>=5.3.1,<7.0.0)", "ruff (==0.0.138)", "sqlalchemy (>=1.3.18,<1.4.43)", "types-orjson (==3.6.2)", "types-ujson (==5.7.0.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)"] +all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"] [[package]] name = "filelock" @@ -3644,4 +3642,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<3.12" -content-hash = "0551e88980b5e22957c5cbe641e6a7897a295a6e3d31b2cc4e0e074a1fa2e231" +content-hash = "0443b0a62b1438e51309c8d1606460f20dc2e51c6702fecc03a7b171a919b185" diff --git a/pyproject.toml b/pyproject.toml index c854e5fb9b..edcc4be869 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -17,7 +17,7 @@ azure-cognitiveservices-speech = "^1.27.0" websockets = "^11.0.2" requests = "^2.28.2" uvicorn = "^0.21.1" -fastapi = "^0.95.1" +fastapi = "^0.100.1" jinja2 = "^3.1.2" python-multipart = "^0.0.6" six = "^1.16.0" From 5642e025133acfaa9af0060bf63bd8976a8f7603 Mon Sep 17 00:00:00 2001 From: Kian Hooshmand Date: Thu, 17 Aug 2023 14:21:58 -0700 Subject: [PATCH 002/148] add error handling for vector db (#357) --- vocode/streaming/agent/chat_gpt_agent.py | 45 +++++++++++++----------- 1 file changed, 25 insertions(+), 20 deletions(-) diff --git a/vocode/streaming/agent/chat_gpt_agent.py b/vocode/streaming/agent/chat_gpt_agent.py index 5cd0e2d66e..7a4ee72408 100644 --- a/vocode/streaming/agent/chat_gpt_agent.py +++ b/vocode/streaming/agent/chat_gpt_agent.py @@ -141,27 +141,32 @@ async def generate_response( return assert self.transcript is not None + chat_parameters = {} if self.agent_config.vector_db_config: - docs_with_scores = await self.vector_db.similarity_search_with_score( - self.transcript.get_last_user_message()[1] - ) - docs_with_scores_str = "\n\n".join( - [ - "Document: " - + doc[0].metadata["source"] - + f" (Confidence: {doc[1]})\n" - + doc[0].lc_kwargs["page_content"].replace(r"\n", "\n") - for doc in docs_with_scores - ] - ) - vector_db_result = f"Found {len(docs_with_scores)} similar documents:\n{docs_with_scores_str}" - messages = format_openai_chat_messages_from_transcript( - self.transcript, self.agent_config.prompt_preamble - ) - messages.insert( - -1, vector_db_result_to_openai_chat_message(vector_db_result) - ) - chat_parameters = self.get_chat_parameters(messages) + try: + docs_with_scores = await self.vector_db.similarity_search_with_score( + self.transcript.get_last_user_message()[1] + ) + docs_with_scores_str = "\n\n".join( + [ + "Document: " + + doc[0].metadata["source"] + + f" (Confidence: {doc[1]})\n" + + doc[0].lc_kwargs["page_content"].replace(r"\n", "\n") + for doc in docs_with_scores + ] + ) + vector_db_result = f"Found {len(docs_with_scores)} similar documents:\n{docs_with_scores_str}" + messages = format_openai_chat_messages_from_transcript( + self.transcript, self.agent_config.prompt_preamble + ) + messages.insert( + -1, vector_db_result_to_openai_chat_message(vector_db_result) + ) + chat_parameters = self.get_chat_parameters(messages) + except Exception as e: + self.logger.error(f"Error while hitting vector db: {e}", exc_info=True) + chat_parameters = self.get_chat_parameters() else: chat_parameters = self.get_chat_parameters() chat_parameters["stream"] = True From df9cfbb38c00727543f545cc66d75ed34dd476af Mon Sep 17 00:00:00 2001 From: Ryan Tremblay Date: Fri, 18 Aug 2023 18:56:38 -0400 Subject: [PATCH 003/148] azure: stop specifying english for multilingual (#302) * azure: stop specifying english for multilingual * - adds language code parameter to synthesizer_config - splits on the voice_name to figure out the top level lang, then uses the language_code to house the message * move reading data into ephemeral thread --------- Co-authored-by: Ajay Raj --- vocode/streaming/models/synthesizer.py | 1 + .../streaming/synthesizer/azure_synthesizer.py | 17 ++++++++++++----- 2 files changed, 13 insertions(+), 5 deletions(-) diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index e872e01b0b..6641ba110f 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -81,6 +81,7 @@ class AzureSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.AZURE.value voice_name: str = AZURE_SYNTHESIZER_DEFAULT_VOICE_NAME pitch: int = AZURE_SYNTHESIZER_DEFAULT_PITCH rate: int = AZURE_SYNTHESIZER_DEFAULT_RATE + language_code: str = "en-US" DEFAULT_GOOGLE_LANGUAGE_CODE = "en-US" diff --git a/vocode/streaming/synthesizer/azure_synthesizer.py b/vocode/streaming/synthesizer/azure_synthesizer.py index dab63b5226..11144a6db0 100644 --- a/vocode/streaming/synthesizer/azure_synthesizer.py +++ b/vocode/streaming/synthesizer/azure_synthesizer.py @@ -169,12 +169,18 @@ def word_boundary_cb(self, evt, pool): def create_ssml( self, message: str, bot_sentiment: Optional[BotSentiment] = None ) -> str: + voice_language_code = self.synthesizer_config.voice_name[:5] ssml_root = ElementTree.fromstring( - '' + f'' ) voice = ElementTree.SubElement(ssml_root, "voice") voice.set("name", self.voice_name) - voice_root = voice + if self.synthesizer_config.language_code != "en-US": + lang = ElementTree.SubElement(voice, "{%s}lang" % NAMESPACES.get("")) + lang.set("xml:lang", self.synthesizer_config.language_code) + voice_root = lang + else: + voice_root = voice if bot_sentiment and bot_sentiment.emotion: styled = ElementTree.SubElement( voice, "{%s}express-as" % NAMESPACES.get("mstts") @@ -247,9 +253,10 @@ async def chunk_generator( audio_data_stream: speechsdk.AudioDataStream, chunk_transform=lambda x: x ): audio_buffer = bytes(chunk_size) - while not audio_data_stream.can_read_data(chunk_size): - await asyncio.sleep(0) - filled_size = audio_data_stream.read_data(audio_buffer) + filled_size = await asyncio.get_event_loop().run_in_executor( + self.thread_pool_executor, + lambda: audio_data_stream.read_data(audio_buffer), + ) if filled_size != chunk_size: yield SynthesisResult.ChunkResult( chunk_transform(audio_buffer[offset:]), True From fabe74e6108a131fb65ab5cec5d209ffcf146f82 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 18 Aug 2023 17:06:11 -0700 Subject: [PATCH 004/148] poetry bump (#360) --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index edcc4be869..1ba947a2a6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "vocode" -version = "0.1.111a4" +version = "0.1.111" description = "The all-in-one voice SDK" authors = ["Ajay Raj "] license = "MIT License" From 8ace1a6dbe20ad481c1f002e07da71ede2fe9efd Mon Sep 17 00:00:00 2001 From: SeungjinYang Date: Tue, 22 Aug 2023 10:40:24 -0700 Subject: [PATCH 005/148] Add AWS Polly Synthesizer (#356) * polly synthesizer * dependency update * typecheck fixes * pcm and streaming * fix sampling_rate type * remove convert span, apply changes to turn based synthesizer * fix typecheck errors * add get_messages_up_to implementation --- README.md | 1 + .../streaming/synthesizer/synthesize.py | 1 + poetry.lock | 1811 +++++++++-------- pyproject.toml | 1 + vocode/streaming/models/synthesizer.py | 12 + vocode/streaming/synthesizer/__init__.py | 1 + vocode/streaming/synthesizer/factory.py | 6 + .../synthesizer/polly_synthesizer.py | 141 ++ vocode/turn_based/synthesizer/__init__.py | 1 + .../synthesizer/polly_synthesizer.py | 47 + 10 files changed, 1134 insertions(+), 888 deletions(-) create mode 100644 vocode/streaming/synthesizer/polly_synthesizer.py create mode 100644 vocode/turn_based/synthesizer/polly_synthesizer.py diff --git a/README.md b/README.md index e30c2076de..45c6ea3b5f 100644 --- a/README.md +++ b/README.md @@ -49,6 +49,7 @@ We're actively looking for community maintainers, so please reach out if interes - [gTTS](https://gtts.readthedocs.io/) - [StreamElements](https://streamelements.com/) - [Bark](https://github.com/suno-ai/bark) + - [AWS Polly](https://aws.amazon.com/polly/) Check out our React SDK [here](https://github.com/vocodedev/vocode-react-sdk)! diff --git a/playground/streaming/synthesizer/synthesize.py b/playground/streaming/synthesizer/synthesize.py index 413ff6c8b1..41adfbef8b 100644 --- a/playground/streaming/synthesizer/synthesize.py +++ b/playground/streaming/synthesizer/synthesize.py @@ -10,6 +10,7 @@ PlayHtSynthesizerConfig, ElevenLabsSynthesizerConfig, RimeSynthesizerConfig, + PollySynthesizerConfig, ) from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.output_device.speaker_output import SpeakerOutput diff --git a/poetry.lock b/poetry.lock index c52f933e8a..08b5eb058d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2,98 +2,98 @@ [[package]] name = "aiohttp" -version = "3.8.4" +version = "3.8.5" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.6" files = [ - {file = "aiohttp-3.8.4-cp310-cp310-macosx_10_9_universal2.whl", hash = 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"sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] [extras] actions = ["nylas"] @@ -3642,4 +3677,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<3.12" -content-hash = "0443b0a62b1438e51309c8d1606460f20dc2e51c6702fecc03a7b171a919b185" +content-hash = "60ee4d2395b06922d238968909c009a25d709310e7eee66ddc4f5fb16463e74e" diff --git a/pyproject.toml b/pyproject.toml index 1ba947a2a6..8236c0e5eb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -41,6 +41,7 @@ aiohttp = "^3.8.4" langchain = "^0.0.198" google-cloud-aiplatform = {version = "^1.26.0", optional = true} miniaudio = "^1.59" +boto3 = "^1.28.28" [tool.poetry.group.lint.dependencies] diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index 6641ba110f..c5b09de7e9 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -25,6 +25,7 @@ class SynthesizerType(str, Enum): COQUI_TTS = "synthesizer_coqui_tts" COQUI = "synthesizer_coqui" BARK = "synthesizer_bark" + POLLY = "synthesizer_polly" class SentimentConfig(BaseModel): @@ -196,3 +197,14 @@ class StreamElementsSynthesizerConfig( class BarkSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.BARK.value): preload_kwargs: Dict[str, Any] = {} generate_kwargs: Dict[str, Any] = {} + + +DEFAULT_POLLY_LANGUAGE_CODE = "en-US" +DEFAULT_POLLY_VOICE_ID = "Matthew" +DEFAULT_POLLY_SAMPLING_RATE = 16000 + + +class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value): + language_code: str = DEFAULT_POLLY_LANGUAGE_CODE + voice_id: str = DEFAULT_POLLY_VOICE_ID + sampling_rate: int = DEFAULT_POLLY_SAMPLING_RATE diff --git a/vocode/streaming/synthesizer/__init__.py b/vocode/streaming/synthesizer/__init__.py index c4e720a6dd..167c785743 100644 --- a/vocode/streaming/synthesizer/__init__.py +++ b/vocode/streaming/synthesizer/__init__.py @@ -8,6 +8,7 @@ from vocode.streaming.synthesizer.gtts_synthesizer import GTTSSynthesizer from vocode.streaming.synthesizer.play_ht_synthesizer import PlayHtSynthesizer from vocode.streaming.synthesizer.rime_synthesizer import RimeSynthesizer +from vocode.streaming.synthesizer.polly_synthesizer import PollySynthesizer from vocode.streaming.synthesizer.stream_elements_synthesizer import ( StreamElementsSynthesizer, ) diff --git a/vocode/streaming/synthesizer/factory.py b/vocode/streaming/synthesizer/factory.py index 3c19c40ed3..24a4f3f9d5 100644 --- a/vocode/streaming/synthesizer/factory.py +++ b/vocode/streaming/synthesizer/factory.py @@ -11,6 +11,7 @@ GoogleSynthesizerConfig, PlayHtSynthesizerConfig, RimeSynthesizerConfig, + PollySynthesizerConfig, StreamElementsSynthesizerConfig, SynthesizerConfig, SynthesizerType, @@ -21,6 +22,7 @@ from vocode.streaming.synthesizer.gtts_synthesizer import GTTSSynthesizer from vocode.streaming.synthesizer.play_ht_synthesizer import PlayHtSynthesizer from vocode.streaming.synthesizer.rime_synthesizer import RimeSynthesizer +from vocode.streaming.synthesizer.polly_synthesizer import PollySynthesizer from vocode.streaming.synthesizer.stream_elements_synthesizer import ( StreamElementsSynthesizer, ) @@ -66,5 +68,9 @@ def create_synthesizer( return CoquiTTSSynthesizer( synthesizer_config, logger=logger, aiohttp_session=aiohttp_session ) + elif isinstance(synthesizer_config, PollySynthesizerConfig): + return PollySynthesizer( + synthesizer_config, logger=logger, aiohttp_session=aiohttp_session + ) else: raise Exception("Invalid synthesizer config") diff --git a/vocode/streaming/synthesizer/polly_synthesizer.py b/vocode/streaming/synthesizer/polly_synthesizer.py new file mode 100644 index 0000000000..94ab09c43c --- /dev/null +++ b/vocode/streaming/synthesizer/polly_synthesizer.py @@ -0,0 +1,141 @@ +import asyncio +from concurrent.futures import ThreadPoolExecutor +import logging +from typing import Any, Optional +import aiohttp +import json + +from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.synthesizer.base_synthesizer import ( + BaseSynthesizer, + SynthesisResult, + tracer, + encode_as_wav, +) +from vocode.streaming.models.synthesizer import PollySynthesizerConfig, SynthesizerType +from vocode.streaming.utils.mp3_helper import decode_mp3 + +import boto3 + + +class PollySynthesizer(BaseSynthesizer[PollySynthesizerConfig]): + def __init__( + self, + synthesizer_config: PollySynthesizerConfig, + logger: Optional[logging.Logger] = None, + aiohttp_session: Optional[aiohttp.ClientSession] = None, + ): + super().__init__(synthesizer_config, aiohttp_session) + + client = boto3.client("polly") + + # AWS Polly supports sampling rate of 8k and 16k for pcm output + if synthesizer_config.sampling_rate not in [8000, 16000]: + raise Exception( + "Sampling rate not supported by AWS Polly", + synthesizer_config.sampling_rate, + ) + + self.sampling_rate = synthesizer_config.sampling_rate + self.client = client + self.language_code = synthesizer_config.language_code + self.voice_id = synthesizer_config.voice_id + self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) + + def synthesize(self, message: str) -> Any: + # Perform the text-to-speech request on the text input with the selected + # voice parameters and audio file type + return self.client.synthesize_speech( + Text=message, + LanguageCode=self.language_code, + TextType="text", + OutputFormat="pcm", + VoiceId=self.voice_id, + SampleRate=str(self.sampling_rate), + ) + + def get_speech_marks(self, message: str) -> Any: + return self.client.synthesize_speech( + Text=message, + LanguageCode=self.language_code, + TextType="text", + OutputFormat="json", + VoiceId=self.voice_id, + SampleRate=str(self.sampling_rate), + SpeechMarkTypes=["word"], + ) + + # given the number of seconds the message was allowed to go until, where did we get in the message? + def get_message_up_to( + self, + message: str, + seconds: int, + word_events, + ) -> str: + for event in word_events: + # time field is in ms + if event["time"] > seconds * 1000: + return message[: event["start"]] + return message + + async def create_speech( + self, + message: BaseMessage, + chunk_size: int, + bot_sentiment: Optional[BotSentiment] = None, + ) -> SynthesisResult: + create_speech_span = tracer.start_span( + f"synthesizer.{SynthesizerType.POLLY.value.split('_', 1)[-1]}.create_total", + ) + audio_response = await asyncio.get_event_loop().run_in_executor( + self.thread_pool_executor, self.synthesize, message.text + ) + audio_stream = audio_response.get("AudioStream") + + speech_marks_response = await asyncio.get_event_loop().run_in_executor( + self.thread_pool_executor, self.get_speech_marks, message.text + ) + word_events = [ + json.loads(v) + for v in speech_marks_response.get("AudioStream").read().decode().split() + if v + ] + + create_speech_span.end() + + async def chunk_generator(audio_data_stream, chunk_transform=lambda x: x): + audio_buffer = await asyncio.get_event_loop().run_in_executor( + self.thread_pool_executor, + lambda: audio_stream.read(chunk_size), + ) + if len(audio_buffer) != chunk_size: + yield SynthesisResult.ChunkResult(chunk_transform(audio_buffer), True) + return + else: + yield SynthesisResult.ChunkResult(chunk_transform(audio_buffer), False) + while True: + audio_buffer = audio_stream.read(chunk_size) + if len(audio_buffer) != chunk_size: + yield SynthesisResult.ChunkResult( + chunk_transform(audio_buffer[: len(audio_buffer)]), True + ) + break + yield SynthesisResult.ChunkResult(chunk_transform(audio_buffer), False) + + if self.synthesizer_config.should_encode_as_wav: + output_generator = chunk_generator( + audio_stream, + lambda chunk: encode_as_wav(chunk, self.synthesizer_config), + ) + else: + output_generator = chunk_generator(audio_stream) + + return SynthesisResult( + output_generator, + lambda seconds: self.get_message_up_to( + message.text, + seconds, + word_events, + ), + ) diff --git a/vocode/turn_based/synthesizer/__init__.py b/vocode/turn_based/synthesizer/__init__.py index f73871975e..3353d6dd0f 100644 --- a/vocode/turn_based/synthesizer/__init__.py +++ b/vocode/turn_based/synthesizer/__init__.py @@ -8,6 +8,7 @@ from vocode.turn_based.synthesizer.gtts_synthesizer import GTTSSynthesizer from vocode.turn_based.synthesizer.play_ht_synthesizer import PlayHtSynthesizer from vocode.turn_based.synthesizer.rime_synthesizer import RimeSynthesizer +from vocode.turn_based.synthesizer.polly_synthesizer import PollySynthesizer from vocode.turn_based.synthesizer.stream_elements_synthesizer import ( StreamElementsSynthesizer, ) diff --git a/vocode/turn_based/synthesizer/polly_synthesizer.py b/vocode/turn_based/synthesizer/polly_synthesizer.py new file mode 100644 index 0000000000..e8ad71de5d --- /dev/null +++ b/vocode/turn_based/synthesizer/polly_synthesizer.py @@ -0,0 +1,47 @@ +import io +from pydub import AudioSegment +from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer + +import boto3 + +DEFAULT_SAMPLING_RATE = 16000 +DEFAULT_LANGUAGE_CODE = "en-US" +DEFAULT_VOICE_ID = "Matthew" + + +class PollySynthesizer(BaseSynthesizer): + def __init__( + self, + sampling_rate: int = DEFAULT_SAMPLING_RATE, + language_code: str = DEFAULT_LANGUAGE_CODE, + voice_id: str = DEFAULT_VOICE_ID, + ): + client = boto3.client("polly") + + # AWS Polly supports sampling rate of 8k and 16k for pcm output + if sampling_rate not in [8000, 16000]: + raise Exception( + "Sampling rate not supported by AWS Polly", + sampling_rate, + ) + + self.sampling_rate = sampling_rate + self.client = client + self.language_code = language_code + self.voice_id = voice_id + + def synthesize(self, message: str) -> AudioSegment: + response = self.client.synthesize_speech( + Text=message, + LanguageCode=self.language_code, + TextType="text", + OutputFormat="pcm", + VoiceId=self.voice_id, + ) + + return AudioSegment( + response.get("AudioStream").read(), + sample_width=2, + frame_rate=self.sampling_rate, + channels=1, + ) From c5a39b821328fc99a175615fc265beda84ca9fb1 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 22 Aug 2023 11:47:34 -0700 Subject: [PATCH 006/148] merge staging docs (#367) * checkpoint. routes first pass done, schemas not working * progress * restore some changes * change outline * update hosted quickstart * create docs for getting number (#293) * update code snippets for getting-number * finish using-actions * Add configuring numbers page * updates * nit * retrieve call data draft * use new openapi schema * updates * polish * schemas tab * Add vector db docs * vector db updates * update voices and add multilingual docs * context injection docs * remove environment params * adds dashboard link --------- Co-authored-by: Kian Co-authored-by: Hayden Housen Co-authored-by: zaptrem --- docs/agents.mdx | 10 + docs/api-reference/actions/create-action.mdx | 3 + docs/api-reference/actions/get-action.mdx | 3 + docs/api-reference/actions/list-actions.mdx | 3 + docs/api-reference/actions/update-action.mdx | 3 + docs/api-reference/agents/create-agent.mdx | 3 + docs/api-reference/agents/get-agent.mdx | 3 + docs/api-reference/agents/list-agents.mdx | 3 + docs/api-reference/agents/update-agent.mdx | 3 + docs/api-reference/calls/create-call.mdx | 3 + docs/api-reference/calls/end-call.mdx | 3 + docs/api-reference/calls/get-call.mdx | 3 + docs/api-reference/calls/list-calls.mdx | 3 + docs/api-reference/numbers/buy-number.mdx | 3 + docs/api-reference/numbers/cancel-number.mdx | 3 + docs/api-reference/numbers/get-number.mdx | 3 + docs/api-reference/numbers/list-numbers.mdx | 3 + docs/api-reference/numbers/update-number.mdx | 3 + docs/api-reference/schemas/action-config.mdx | 3 + docs/api-reference/schemas/action-type.mdx | 3 + docs/api-reference/usage/get-usage.mdx | 3 + docs/api-reference/voices/create-voice.mdx | 3 + docs/api-reference/voices/get-voice.mdx | 3 + docs/api-reference/voices/list-voices.mdx | 3 + docs/api-reference/voices/update-voice.mdx | 3 + .../api-reference/webhooks/create-webhook.mdx | 3 + docs/api-reference/webhooks/get-webhook.mdx | 3 + docs/api-reference/webhooks/list-webhooks.mdx | 3 + .../api-reference/webhooks/update-webhook.mdx | 3 + docs/call-object.mdx | 4 + docs/configuring-number.mdx | 190 ++ docs/getting-number.mdx | 38 + docs/hosted-quickstart.mdx | 85 + docs/how-to-use-it.mdx | 2 +- docs/inbound-calls.mdx | 8 + docs/injecting-context.mdx | 57 + docs/mint.json | 140 +- docs/multilingual.mdx | 41 + docs/open-source-quickstart.mdx | 39 + docs/{ => open-source}/action-agents.mdx | 0 docs/{ => open-source}/agent-factory.mdx | 0 docs/{ => open-source}/agent-reference.mdx | 0 docs/{ => open-source}/agent.mdx | 0 .../create-your-own-agent.mdx | 0 docs/{ => open-source}/events-manager.mdx | 0 docs/{ => open-source}/langchain-agent.mdx | 0 docs/{ => open-source}/language-support.mdx | 0 docs/{ => open-source}/local-conversation.mdx | 0 docs/{ => open-source}/playground.mdx | 0 docs/{ => open-source}/python-quickstart.mdx | 0 docs/{ => open-source}/react-quickstart.mdx | 0 .../synthesizer-reference.mdx | 0 docs/{ => open-source}/synthesizer.mdx | 0 docs/{ => open-source}/telephony.mdx | 0 docs/{ => open-source}/tracing.mdx | 0 .../transcriber-reference.mdx | 0 docs/{ => open-source}/transcriber.mdx | 0 .../turn-based-conversation.mdx | 0 docs/{ => open-source}/using-synthesizers.mdx | 0 docs/{ => open-source}/using-transcribers.mdx | 0 docs/openapi.json | 1671 +++++++++++++++++ docs/outbound-calls.mdx | 4 + docs/retrieve-call-data.mdx | 109 ++ docs/setting-up-webhook.mdx | 59 + docs/using-actions.mdx | 194 ++ docs/vectordb.mdx | 115 ++ docs/webhooks.mdx | 4 + docs/welcome.mdx | 66 +- 68 files changed, 2853 insertions(+), 67 deletions(-) create mode 100644 docs/agents.mdx create mode 100644 docs/api-reference/actions/create-action.mdx create mode 100644 docs/api-reference/actions/get-action.mdx create mode 100644 docs/api-reference/actions/list-actions.mdx create mode 100644 docs/api-reference/actions/update-action.mdx create mode 100644 docs/api-reference/agents/create-agent.mdx create mode 100644 docs/api-reference/agents/get-agent.mdx create mode 100644 docs/api-reference/agents/list-agents.mdx create mode 100644 docs/api-reference/agents/update-agent.mdx create mode 100644 docs/api-reference/calls/create-call.mdx create mode 100644 docs/api-reference/calls/end-call.mdx create mode 100644 docs/api-reference/calls/get-call.mdx create mode 100644 docs/api-reference/calls/list-calls.mdx create mode 100644 docs/api-reference/numbers/buy-number.mdx create mode 100644 docs/api-reference/numbers/cancel-number.mdx create mode 100644 docs/api-reference/numbers/get-number.mdx create mode 100644 docs/api-reference/numbers/list-numbers.mdx create mode 100644 docs/api-reference/numbers/update-number.mdx create mode 100644 docs/api-reference/schemas/action-config.mdx create mode 100644 docs/api-reference/schemas/action-type.mdx create mode 100644 docs/api-reference/usage/get-usage.mdx create mode 100644 docs/api-reference/voices/create-voice.mdx create mode 100644 docs/api-reference/voices/get-voice.mdx create mode 100644 docs/api-reference/voices/list-voices.mdx create mode 100644 docs/api-reference/voices/update-voice.mdx create mode 100644 docs/api-reference/webhooks/create-webhook.mdx create mode 100644 docs/api-reference/webhooks/get-webhook.mdx create mode 100644 docs/api-reference/webhooks/list-webhooks.mdx create mode 100644 docs/api-reference/webhooks/update-webhook.mdx create mode 100644 docs/call-object.mdx create mode 100644 docs/configuring-number.mdx create mode 100644 docs/getting-number.mdx create mode 100644 docs/hosted-quickstart.mdx create mode 100644 docs/inbound-calls.mdx create mode 100644 docs/injecting-context.mdx create mode 100644 docs/multilingual.mdx create mode 100644 docs/open-source-quickstart.mdx rename docs/{ => open-source}/action-agents.mdx (100%) rename docs/{ => open-source}/agent-factory.mdx (100%) rename docs/{ => open-source}/agent-reference.mdx (100%) rename docs/{ => open-source}/agent.mdx (100%) rename docs/{ => open-source}/create-your-own-agent.mdx (100%) rename docs/{ => open-source}/events-manager.mdx (100%) rename docs/{ => open-source}/langchain-agent.mdx (100%) rename docs/{ => open-source}/language-support.mdx (100%) rename docs/{ => open-source}/local-conversation.mdx (100%) rename docs/{ => open-source}/playground.mdx (100%) rename docs/{ => open-source}/python-quickstart.mdx (100%) rename docs/{ => open-source}/react-quickstart.mdx (100%) rename docs/{ => open-source}/synthesizer-reference.mdx (100%) rename docs/{ => open-source}/synthesizer.mdx (100%) rename docs/{ => open-source}/telephony.mdx (100%) rename docs/{ => open-source}/tracing.mdx (100%) rename docs/{ => open-source}/transcriber-reference.mdx (100%) rename docs/{ => open-source}/transcriber.mdx (100%) rename docs/{ => open-source}/turn-based-conversation.mdx (100%) rename docs/{ => open-source}/using-synthesizers.mdx (100%) rename docs/{ => open-source}/using-transcribers.mdx (100%) create mode 100644 docs/openapi.json create mode 100644 docs/outbound-calls.mdx create mode 100644 docs/retrieve-call-data.mdx create mode 100644 docs/setting-up-webhook.mdx create mode 100644 docs/using-actions.mdx create mode 100644 docs/vectordb.mdx create mode 100644 docs/webhooks.mdx diff --git a/docs/agents.mdx b/docs/agents.mdx new file mode 100644 index 0000000000..d2e168e479 --- /dev/null +++ b/docs/agents.mdx @@ -0,0 +1,10 @@ +--- +title: "Agents" +description: "🚧 Under construction" +--- + +# What are agents + +# How to configure an agent + +# API Schema diff --git a/docs/api-reference/actions/create-action.mdx b/docs/api-reference/actions/create-action.mdx new file mode 100644 index 0000000000..7004502fb8 --- /dev/null +++ b/docs/api-reference/actions/create-action.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/actions/create +--- \ No newline at end of file diff --git a/docs/api-reference/actions/get-action.mdx b/docs/api-reference/actions/get-action.mdx new file mode 100644 index 0000000000..2d91b642c9 --- /dev/null +++ b/docs/api-reference/actions/get-action.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/actions/ +--- \ No newline at end of file diff --git a/docs/api-reference/actions/list-actions.mdx b/docs/api-reference/actions/list-actions.mdx new file mode 100644 index 0000000000..2787766819 --- /dev/null +++ b/docs/api-reference/actions/list-actions.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/actions/list +--- \ No newline at end of file diff --git a/docs/api-reference/actions/update-action.mdx b/docs/api-reference/actions/update-action.mdx new file mode 100644 index 0000000000..4f6c699418 --- /dev/null +++ b/docs/api-reference/actions/update-action.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/actions/update +--- \ No newline at end of file diff --git a/docs/api-reference/agents/create-agent.mdx b/docs/api-reference/agents/create-agent.mdx new file mode 100644 index 0000000000..ca3436ce00 --- /dev/null +++ b/docs/api-reference/agents/create-agent.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/agents/create +--- \ No newline at end of file diff --git a/docs/api-reference/agents/get-agent.mdx b/docs/api-reference/agents/get-agent.mdx new file mode 100644 index 0000000000..1c44beed8f --- /dev/null +++ b/docs/api-reference/agents/get-agent.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/agents/ +--- \ No newline at end of file diff --git a/docs/api-reference/agents/list-agents.mdx b/docs/api-reference/agents/list-agents.mdx new file mode 100644 index 0000000000..7dfc2ed372 --- /dev/null +++ b/docs/api-reference/agents/list-agents.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/agents/list +--- \ No newline at end of file diff --git a/docs/api-reference/agents/update-agent.mdx b/docs/api-reference/agents/update-agent.mdx new file mode 100644 index 0000000000..7aae67bd3f --- /dev/null +++ b/docs/api-reference/agents/update-agent.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/agents/update +--- \ No newline at end of file diff --git a/docs/api-reference/calls/create-call.mdx b/docs/api-reference/calls/create-call.mdx new file mode 100644 index 0000000000..fe6c67a847 --- /dev/null +++ b/docs/api-reference/calls/create-call.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/calls/create +--- \ No newline at end of file diff --git a/docs/api-reference/calls/end-call.mdx b/docs/api-reference/calls/end-call.mdx new file mode 100644 index 0000000000..ab86c29499 --- /dev/null +++ b/docs/api-reference/calls/end-call.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/calls/end +--- \ No newline at end of file diff --git a/docs/api-reference/calls/get-call.mdx b/docs/api-reference/calls/get-call.mdx new file mode 100644 index 0000000000..fd1771b73f --- /dev/null +++ b/docs/api-reference/calls/get-call.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/calls/ +--- \ No newline at end of file diff --git a/docs/api-reference/calls/list-calls.mdx b/docs/api-reference/calls/list-calls.mdx new file mode 100644 index 0000000000..e61154204e --- /dev/null +++ b/docs/api-reference/calls/list-calls.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/calls/list +--- \ No newline at end of file diff --git a/docs/api-reference/numbers/buy-number.mdx b/docs/api-reference/numbers/buy-number.mdx new file mode 100644 index 0000000000..3ebd7b4b14 --- /dev/null +++ b/docs/api-reference/numbers/buy-number.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/numbers/buy +--- \ No newline at end of file diff --git a/docs/api-reference/numbers/cancel-number.mdx b/docs/api-reference/numbers/cancel-number.mdx new file mode 100644 index 0000000000..01a1ac41db --- /dev/null +++ b/docs/api-reference/numbers/cancel-number.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/numbers/cancel +--- \ No newline at end of file diff --git a/docs/api-reference/numbers/get-number.mdx b/docs/api-reference/numbers/get-number.mdx new file mode 100644 index 0000000000..32fa9b91cc --- /dev/null +++ b/docs/api-reference/numbers/get-number.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/numbers/ +--- \ No newline at end of file diff --git a/docs/api-reference/numbers/list-numbers.mdx b/docs/api-reference/numbers/list-numbers.mdx new file mode 100644 index 0000000000..d349670491 --- /dev/null +++ b/docs/api-reference/numbers/list-numbers.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/numbers/list +--- \ No newline at end of file diff --git a/docs/api-reference/numbers/update-number.mdx b/docs/api-reference/numbers/update-number.mdx new file mode 100644 index 0000000000..6b2ff2b462 --- /dev/null +++ b/docs/api-reference/numbers/update-number.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/numbers/update +--- \ No newline at end of file diff --git a/docs/api-reference/schemas/action-config.mdx b/docs/api-reference/schemas/action-config.mdx new file mode 100644 index 0000000000..526132b73b --- /dev/null +++ b/docs/api-reference/schemas/action-config.mdx @@ -0,0 +1,3 @@ +--- +openapi-schema: ActionConfig +--- diff --git a/docs/api-reference/schemas/action-type.mdx b/docs/api-reference/schemas/action-type.mdx new file mode 100644 index 0000000000..d2394e7c29 --- /dev/null +++ b/docs/api-reference/schemas/action-type.mdx @@ -0,0 +1,3 @@ +--- +openapi-schema: ActionType +--- diff --git a/docs/api-reference/usage/get-usage.mdx b/docs/api-reference/usage/get-usage.mdx new file mode 100644 index 0000000000..0cab456124 --- /dev/null +++ b/docs/api-reference/usage/get-usage.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/usage/ +--- \ No newline at end of file diff --git a/docs/api-reference/voices/create-voice.mdx b/docs/api-reference/voices/create-voice.mdx new file mode 100644 index 0000000000..366f68ab1a --- /dev/null +++ b/docs/api-reference/voices/create-voice.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/voices/create +--- \ No newline at end of file diff --git a/docs/api-reference/voices/get-voice.mdx b/docs/api-reference/voices/get-voice.mdx new file mode 100644 index 0000000000..5ca0e16892 --- /dev/null +++ b/docs/api-reference/voices/get-voice.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/voices/ +--- \ No newline at end of file diff --git a/docs/api-reference/voices/list-voices.mdx b/docs/api-reference/voices/list-voices.mdx new file mode 100644 index 0000000000..a34e94606d --- /dev/null +++ b/docs/api-reference/voices/list-voices.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/voices/list +--- \ No newline at end of file diff --git a/docs/api-reference/voices/update-voice.mdx b/docs/api-reference/voices/update-voice.mdx new file mode 100644 index 0000000000..2d9c0a2d8d --- /dev/null +++ b/docs/api-reference/voices/update-voice.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/voices/update +--- \ No newline at end of file diff --git a/docs/api-reference/webhooks/create-webhook.mdx b/docs/api-reference/webhooks/create-webhook.mdx new file mode 100644 index 0000000000..b3292bef72 --- /dev/null +++ b/docs/api-reference/webhooks/create-webhook.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/webhooks/create +--- \ No newline at end of file diff --git a/docs/api-reference/webhooks/get-webhook.mdx b/docs/api-reference/webhooks/get-webhook.mdx new file mode 100644 index 0000000000..64b8b79f4d --- /dev/null +++ b/docs/api-reference/webhooks/get-webhook.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/webhooks/ +--- \ No newline at end of file diff --git a/docs/api-reference/webhooks/list-webhooks.mdx b/docs/api-reference/webhooks/list-webhooks.mdx new file mode 100644 index 0000000000..f02210b5a4 --- /dev/null +++ b/docs/api-reference/webhooks/list-webhooks.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/webhooks/list +--- \ No newline at end of file diff --git a/docs/api-reference/webhooks/update-webhook.mdx b/docs/api-reference/webhooks/update-webhook.mdx new file mode 100644 index 0000000000..0481ac2c55 --- /dev/null +++ b/docs/api-reference/webhooks/update-webhook.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/webhooks/update +--- \ No newline at end of file diff --git a/docs/call-object.mdx b/docs/call-object.mdx new file mode 100644 index 0000000000..592a0eba75 --- /dev/null +++ b/docs/call-object.mdx @@ -0,0 +1,4 @@ +--- +title: "Call Object" +description: "🚧 Under construction" +--- diff --git a/docs/configuring-number.mdx b/docs/configuring-number.mdx new file mode 100644 index 0000000000..61361a9b57 --- /dev/null +++ b/docs/configuring-number.mdx @@ -0,0 +1,190 @@ +--- +title: "Configuring your number" +description: "Learn how to configure your phone number with an agent." +--- + +# Configuring Numbers + +Once you have purchased a number, you can configure it with an inbound agent to set its prompt, voice, and actions. + +## Pick your Number + +First, list your numbers and pick the number you want to configure. + + + +```python Python +numbers = vocode_client.numbers.list_numbers() +``` + +```javascript TypeScript +const numbers = await vocode.numbers.listNumbers(); +``` + + + +## Changing the Prompt + +All phone numbers come with the default agent configuration. Let's change the +prompt so the AI responds like Yoda. + + + +```python Python +from vocode import AgentUpdateParams + +yoda_prompt = "I want you to act as Yoda. Respond as Yoda would." +number = vocode_client.numbers.update_number( + phone_number="YOUR_NUMBER", inbound_agent=AgentUpdateParams(prompt=yoda_prompt) +) +``` + +```javascript TypeScript +const yoda_prompt = "I want you to act as Yoda. Respond as Yoda would."; +const number = await vocode.numbers.updateNumber({ + phoneNumber: "YOUR_NUMBER", + inboundAgent: { prompt: yoda_prompt }, +}); +``` + + + +## Changing the Voice + +Our prompt has been updated. Now let's use a voice provided by other API providers. + +### Rime + + + +```python Python +from vocode import RimeVoiceParams, VoiceType + +rime_voice = RimeVoiceParams( + type=VoiceType.VOICE_RIME, + speaker="RIME_SPEAKER", +) +voice = vocode_client.voices.create_voice(request=rime_voice) +``` + +```javascript TypeScript +import { VoiceType } from "@vocode/vocode-api/api"; + +const rimeVoice = { + type: VoiceType.VoiceRime, + voiceId: "RIME_SPEAKER", +}; +const number = await vocode.voices.createVoice(rimeVoice); +``` + + + +### Play.ht + + + +```python Python +from vocode import PlayHtVoiceParams, VoiceType + +play_ht_voice = PlayHtVoiceParams( + type=VoiceType.VOICE_PLAY_HT, + voice_id="PLAY_HT_VOICE_ID", + api_user_id="PLAY_HT_USER_ID", + api_key="PLAY_HT_API_KEY", +) +voice = vocode_client.voices.create_voice(request=play_ht_voice) +``` + +```javascript TypeScript +import { VoiceType } from "@vocode/vocode-api/api"; + +const playHtVoice = { + type: VoiceType.VoicePlayHt, + voiceId: "PLAY_HT_VOICE_ID", + apiUserId: "PLAY_HT_USER_ID", + apiKey: "PLAY_HT_API_KEY, +}; +const number = await vocode.voices.createVoice(playHtVoice); +``` + + + +### ElevenLabs + +We will use the `rachel` voice from ElevenLabs. Instead of updating our existing agent directly, +we'll create a new voice config and set the agent to use it. + + + +```python Python +from vocode import ElevenLabsVoiceParams, VoiceType + +elevenlabs_voice = ElevenLabsVoiceParams( + type=VoiceType.VOICE_ELEVEN_LABS, + voice_id="ELEVEN_LABS_VOICE_ID", + api_key="ELEVEN_LABS_API_KEY", +) +voice = vocode_client.voices.create_voice(request=elevenlabs_voice) +``` + +```javascript TypeScript +import { VoiceType } from "@vocode/vocode-api/api"; + +const elevenlabsVoice = { + type: VoiceType.VoiceElevenLabs, + voiceId: "ELEVEN_LABS_VOICE_ID", + apiKey: "ELEVEN_LABS_API_KEY", +}; +const number = await vocode.voices.createVoice(elevenlabsVoice); +``` + + + +Now, we have our `voice_id` and can update our agent to use it. + + + +```python Python +from vocode import AgentUpdateParams + +agent = vocode_client.agents.update_agent( + id="AGENT_ID", + request=AgentUpdateParams(voice="VOICE_ID"), +) +``` + +```javascript TypeScript +const agent = await vocode.agents.updateAgent({ + id: "AGENT_ID", + body: { voice: "VOICE_ID" }, +}); +console.log(agent); +``` + + + +## Adding an Initial Message + +The initial message will be spoken as soon as the call starts before the user says anything. Let's make our agent say "Hello, I am Yoda" when the call starts. + + + +```python Python +from vocode import AgentUpdateParams + +number = vocode_client.numbers.update_number( + phone_number="YOUR_NUMBER", inbound_agent=AgentUpdateParams(initial_message="Hello, I am Yoda.") +) + +``` + +```javascript TypeScript +import { VocodeClient } from "@vocode/vocode-api"; + +const number = await vocode.numbers.updateNumber({ + phoneNumber: "YOUR_NUMBER", + inboundAgent: { initialMessage: "Hello, I am Yoda." }, +}); +``` + + diff --git a/docs/getting-number.mdx b/docs/getting-number.mdx new file mode 100644 index 0000000000..dce7c09b67 --- /dev/null +++ b/docs/getting-number.mdx @@ -0,0 +1,38 @@ +--- +title: "Getting a number" +--- + +If you're on the Free plan, you'll have to head to the [dashboard](https://app.vocode.dev) to buy numbers. The Developer and +Enterprise plans both come with numbers included in the subscription. For more info, see [Pricing](https://vocode.dev/pricing). + + + +```python Python +phone_number = vocode_client.numbers.buy_number() +``` + +```typescript TypeScript +const phoneNumber = await vocode.numbers.buyNumber(); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/numbers/buy \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' +``` + + + +You'll get a response that looks like: + +```json +{ + "id": "***", + "user_id": "***", + "number": "11234567890", + "inbound_agent": {...} +} +``` + +Your phone number is now active! Call the phone number and have a conversation with your AI. diff --git a/docs/hosted-quickstart.mdx b/docs/hosted-quickstart.mdx new file mode 100644 index 0000000000..016fde2a0c --- /dev/null +++ b/docs/hosted-quickstart.mdx @@ -0,0 +1,85 @@ +--- +title: "Hosted Quickstart" +description: "Deploy AI to phone calls via API" +--- + +# Introduction + +The Vocode hosted service allows you to automate inbound and outbound phone calls +via our API and SDKs. You can configure agents to answer phone calls (inbound) or make +phone calls on your behalf (outbound). + +The hosted API is built to be scalable and production ready. Vocode provides guardrails +to make sure agents perform the intended goals reliably and metrics to analyze performance. + +# Getting started + +To get started with Vocode, you can start by installing either of our Python or Node SDKs, or +hitting the API directly. + +### Python + +Install the `vocode-api` package using a package manager. + + +```bash poetry +poetry add vocode-api +``` + +```bash pip +pip install vocode-api +``` + + + +Initialize the Vocode client like so: + +```python +from vocode.client import Vocode + +vocode_client = Vocode( + token="YOUR_API_KEY" +) + +list_numbers_response = vocode_client.numbers.list_numbers() + +print(list_numbers_response) +``` + +### Node + +Install the `vocode-api` package using a package manager. + + +```bash npm +npm install --save @vocode/vocode-api +``` + +```bash yarn +yarn add @vocode/vocode-api +``` + + + +Initialize the Vocode client like so: + +```typescript +import { VocodeClient } from "@vocode/vocode-api"; + +const vocode = new VocodeClient({ + token: "YOUR_API_KEY", +}); + +vocode.numbers.listNumbers().then((numbers) => { + console.log("My numbers:", numbers); +}); +``` + +### API Reference + +If you'd prefer to hit our API directly, take a look at our [API Reference](/api-reference). + +# Hosted Walkthrough + +Once you have Vocode installed, we suggest going through the [Hosted Walkthrough](/getting-number) which will +show you how to start interacting with the API. diff --git a/docs/how-to-use-it.mdx b/docs/how-to-use-it.mdx index 7eb692829f..faf6912c3e 100644 --- a/docs/how-to-use-it.mdx +++ b/docs/how-to-use-it.mdx @@ -1,6 +1,6 @@ --- title: "How to use it" -description: "The different ways to use the Vocode." +description: "The different ways to use Vocode." --- ## Understanding our libraries diff --git a/docs/inbound-calls.mdx b/docs/inbound-calls.mdx new file mode 100644 index 0000000000..c13b581bf4 --- /dev/null +++ b/docs/inbound-calls.mdx @@ -0,0 +1,8 @@ +--- +title: "Inbound Calls" +description: "🚧 Under construction" +--- + +# Buying a number + +# Configuring a number diff --git a/docs/injecting-context.mdx b/docs/injecting-context.mdx new file mode 100644 index 0000000000..8ae811d8c4 --- /dev/null +++ b/docs/injecting-context.mdx @@ -0,0 +1,57 @@ +--- +title: "[Beta] Injecting context" +description: "Add context to inbound calls" +--- + +When a call comes in, some applications may want to inject context (eg the caller's first name, if +the number is recognized). In order to support injecting context, the Vocode API allows prompts +to be templated. When an inbound call comes in, the template variables can then be filled in +at runtime. + +# How it works + +At a high level, context injection works like this: + +- set your Vocode prompt to include template values +- include a `context_endpoint` parameter to your bot +- when an inbound call comes in, Vocode will query the context endpoint provided with + the caller phone number +- the queried information from the endpoint is then filled into the prompt template + +# Context injection example + +In order to have your bot use injected variables, the prompt must include template variables. Let's set up +our prompt to accept a user's first name and link it to our context endpoint. + +```python +from vocode import AgentUpdateParams + +name_prompt = "You are talking to ${name}" +number = vocode_client.numbers.update_number( + phone_number="YOUR_NUMBER", + inbound_agent=AgentUpdateParams(prompt=name_prompt), + context_endpoint="YOUR_CONTEXT_URL" +) +``` + +Now, let's set up a simple context endpoint that will return the user's first name: + +```python +from fastapi import FastAPI + +app = FastAPI() + +@app.get("/my-context-endpoint") +def endpoint(request: Request): + if req.body.phone_number == "123": + return {"name": "Kian"} + elif req.body.phone_number == "456": + return {"name": "Ajay"} + else: + return {} +``` + +Now, when either Kian or Ajay call the bot – the prompt will reflect the name of the person +the bot is talking to! + +Note: This feature is experimental... improvements and proper authentication coming. diff --git a/docs/mint.json b/docs/mint.json index 3aa92dcd0f..52f85392da 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -20,6 +20,16 @@ "url": "https://github.com/vocodedev/vocode-python" }, "anchors": [ + { + "name": "API Reference", + "icon": "rectangle-terminal", + "url": "api-reference" + }, + { + "name": "Open Source", + "icon": "leaf", + "url": "open-source" + }, { "name": "Community", "icon": "discord", @@ -39,50 +49,124 @@ "navigation": [ { "group": "Getting Started", + "pages": ["welcome", "hosted-quickstart", "open-source-quickstart"] + }, + { + "group": "Vocode 101", + "pages": ["what-is-vocode", "how-it-works", "how-to-use-it"] + }, + { + "group": "Guides", "pages": [ - "welcome" + "open-source/python-quickstart", + "open-source/telephony", + "open-source/create-your-own-agent", + "open-source/langchain-agent", + "open-source/action-agents", + "open-source/local-conversation", + "open-source/events-manager", + "open-source/using-synthesizers", + "open-source/using-transcribers", + "open-source/react-quickstart", + "open-source/playground", + "open-source/turn-based-conversation", + "open-source/language-support", + "open-source/tracing", + "open-source/agent-factory" ] }, { - "group": "Vocode 101", + "group": "Python", "pages": [ - "what-is-vocode", - "how-it-works", - "how-to-use-it" + "open-source/transcriber-reference", + "open-source/agent-reference", + "open-source/synthesizer-reference" ] }, { - "group": "Guides", + "group": "Numbers", "pages": [ - "python-quickstart", - "telephony", - "create-your-own-agent", - "langchain-agent", - "action-agents", - "local-conversation", - "events-manager", - "using-synthesizers", - "using-transcribers", - "react-quickstart", - "playground", - "turn-based-conversation", - "language-support", - "tracing", - "agent-factory" + "api-reference/numbers/list-numbers", + "api-reference/numbers/get-number", + "api-reference/numbers/buy-number", + "api-reference/numbers/update-number", + "api-reference/numbers/cancel-number" ] }, { - "group": "Python", + "group": "Calls", + "pages": [ + "api-reference/calls/list-calls", + "api-reference/calls/get-call", + "api-reference/calls/end-call", + "api-reference/calls/create-call" + ] + }, + { + "group": "Usage", + "pages": ["api-reference/usage/get-usage"] + }, + { + "group": "Actions", "pages": [ - "transcriber-reference", - "agent-reference", - "synthesizer-reference" + "api-reference/actions/get-action", + "api-reference/actions/list-actions", + "api-reference/actions/create-action", + "api-reference/actions/update-action" + ] + }, + { + "group": "Agents", + "pages": [ + "api-reference/agents/get-agent", + "api-reference/agents/list-agents", + "api-reference/agents/create-agent", + "api-reference/agents/update-agent" + ] + }, + { + "group": "Voices", + "pages": [ + "api-reference/voices/get-voice", + "api-reference/voices/list-voices", + "api-reference/voices/create-voice", + "api-reference/voices/update-voice" + ] + }, + { + "group": "Webhooks", + "pages": [ + "api-reference/webhooks/get-webhook", + "api-reference/webhooks/list-webhooks", + "api-reference/webhooks/create-webhook", + "api-reference/webhooks/update-webhook" + ] + }, + { + "group": "Schemas", + "pages": ["api-reference/schemas/action-type"] + }, + { + "group": "Hosted Walkthrough", + "pages": [ + "getting-number", + "configuring-number", + "retrieve-call-data", + "setting-up-webhook", + "using-actions", + "vectordb", + "multilingual", + "injecting-context" ] } ], + "api": { + "playground": { + "mode": "simple" + } + }, "footerSocials": { "twitter": "https://twitter.com/vocodehq", "website": "https://www.vocode.dev/" - }, - "backgroundImage": "images/background-image.png" -} \ No newline at end of file + } +} diff --git a/docs/multilingual.mdx b/docs/multilingual.mdx new file mode 100644 index 0000000000..ef1e6fb472 --- /dev/null +++ b/docs/multilingual.mdx @@ -0,0 +1,41 @@ +--- +title: "[Beta] Multilingual bots" +description: "How to make bots speak different languages" +--- + +Vocode bots speak English by default but they can be configured to speak and understand +different languages. This feature is in beta and is currently being worked on. As of right now, +this feature works best with ElevenLabs multilingual voices. + +# Supported Languages + +Right now, our supported languages include: + +- English +- Spanish +- German + +with plans to support more in the future. If you have any particular requests, please email support@vocode.dev. + +# Set agent language + + + +```python Python +from vocode import AgentUpdateParams + +language = "es" # ["en", "es", "de"] +number = vocode_client.numbers.update_number( + phone_number="YOUR_NUMBER", inbound_agent=AgentUpdateParams(language=language) +) +``` + +```javascript TypeScript +const language = "es"; // ["en", "es", "de"] +const number = await vocode.numbers.updateNumber({ + phoneNumber: "YOUR_NUMBER", + inboundAgent: { language: language }, +}); +``` + + diff --git a/docs/open-source-quickstart.mdx b/docs/open-source-quickstart.mdx new file mode 100644 index 0000000000..d253cfe532 --- /dev/null +++ b/docs/open-source-quickstart.mdx @@ -0,0 +1,39 @@ +--- +title: "Open Source Quickstart" +description: "How to get Vocode up and running on your own machine" +--- + +## Start Developing + + + + Quickly get up and running with Vocode by following our Python quick start + guide. + + + +### Replit Templates + + + + Spin up a phone number with ChatGPT on the other end. + + + Create a website that you can talk to. + + + Use Vocode as a tool to call someone in the real world. + + diff --git a/docs/action-agents.mdx b/docs/open-source/action-agents.mdx similarity index 100% rename from docs/action-agents.mdx rename to docs/open-source/action-agents.mdx diff --git a/docs/agent-factory.mdx b/docs/open-source/agent-factory.mdx similarity index 100% rename from docs/agent-factory.mdx rename to docs/open-source/agent-factory.mdx diff --git a/docs/agent-reference.mdx b/docs/open-source/agent-reference.mdx similarity index 100% rename from docs/agent-reference.mdx rename to docs/open-source/agent-reference.mdx diff --git a/docs/agent.mdx b/docs/open-source/agent.mdx similarity index 100% rename from docs/agent.mdx rename to docs/open-source/agent.mdx diff --git a/docs/create-your-own-agent.mdx b/docs/open-source/create-your-own-agent.mdx similarity index 100% rename from docs/create-your-own-agent.mdx rename to docs/open-source/create-your-own-agent.mdx diff --git a/docs/events-manager.mdx b/docs/open-source/events-manager.mdx similarity index 100% rename from docs/events-manager.mdx rename to docs/open-source/events-manager.mdx diff --git a/docs/langchain-agent.mdx b/docs/open-source/langchain-agent.mdx similarity index 100% rename from docs/langchain-agent.mdx rename to docs/open-source/langchain-agent.mdx diff --git a/docs/language-support.mdx b/docs/open-source/language-support.mdx similarity index 100% rename from docs/language-support.mdx rename to docs/open-source/language-support.mdx diff --git a/docs/local-conversation.mdx b/docs/open-source/local-conversation.mdx similarity index 100% rename from docs/local-conversation.mdx rename to docs/open-source/local-conversation.mdx diff --git a/docs/playground.mdx b/docs/open-source/playground.mdx similarity index 100% rename from docs/playground.mdx rename to docs/open-source/playground.mdx diff --git a/docs/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx similarity index 100% rename from docs/python-quickstart.mdx rename to docs/open-source/python-quickstart.mdx diff --git a/docs/react-quickstart.mdx b/docs/open-source/react-quickstart.mdx similarity index 100% rename from docs/react-quickstart.mdx rename to docs/open-source/react-quickstart.mdx diff --git a/docs/synthesizer-reference.mdx b/docs/open-source/synthesizer-reference.mdx similarity index 100% rename from docs/synthesizer-reference.mdx rename to docs/open-source/synthesizer-reference.mdx diff --git a/docs/synthesizer.mdx b/docs/open-source/synthesizer.mdx similarity index 100% rename from docs/synthesizer.mdx rename to docs/open-source/synthesizer.mdx diff --git a/docs/telephony.mdx b/docs/open-source/telephony.mdx similarity index 100% rename from docs/telephony.mdx rename to docs/open-source/telephony.mdx diff --git a/docs/tracing.mdx b/docs/open-source/tracing.mdx similarity index 100% rename from docs/tracing.mdx rename to docs/open-source/tracing.mdx diff --git a/docs/transcriber-reference.mdx b/docs/open-source/transcriber-reference.mdx similarity index 100% rename from docs/transcriber-reference.mdx rename to docs/open-source/transcriber-reference.mdx diff --git a/docs/transcriber.mdx b/docs/open-source/transcriber.mdx similarity index 100% rename from docs/transcriber.mdx rename to docs/open-source/transcriber.mdx diff --git a/docs/turn-based-conversation.mdx b/docs/open-source/turn-based-conversation.mdx similarity index 100% rename from docs/turn-based-conversation.mdx rename to docs/open-source/turn-based-conversation.mdx diff --git a/docs/using-synthesizers.mdx b/docs/open-source/using-synthesizers.mdx similarity index 100% rename from docs/using-synthesizers.mdx rename to docs/open-source/using-synthesizers.mdx diff --git a/docs/using-transcribers.mdx b/docs/open-source/using-transcribers.mdx similarity index 100% rename from docs/using-transcribers.mdx rename to docs/open-source/using-transcribers.mdx diff --git a/docs/openapi.json b/docs/openapi.json new file mode 100644 index 0000000000..4a2b4e4761 --- /dev/null +++ b/docs/openapi.json @@ -0,0 +1,1671 @@ +{ + "openapi": "3.0.2", + "info": { + "title": "Vocode Hosted API", + "description": "\n Vocode's Hosted API helps you automate phone calls in minutes. 🚀\n\n ## Numbers\n\n You can buy phone lines and place agents on them.\n\n ## Calls\n\n You can start, end, and get information about calls.\n ", + "termsOfService": "http://example.com/terms/", + "contact": { "name": "Support", "email": "support@vocode.dev" }, + "version": "1.0.0" + }, + "servers": [ + { + "url": "https://api.vocode.dev", + "description": "Production environment" + }, + { + "url": "https://staging.vocode.dev", + "description": "Staging environment" + } + ], + "paths": { + "/v1/numbers/list": { + "get": { + "tags": ["numbers"], + "summary": "List Numbers", + "operationId": "list_numbers", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response List Numbers V1 Numbers List Get", + "type": "array", + "items": { + "$ref": "#/components/schemas/NormalizedPhoneNumber" + } + } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/numbers/": { + "get": { + "tags": ["numbers"], + "summary": "Get Number", + "operationId": "get_number", + "parameters": [ + { + "required": true, + "schema": { "title": "Phone Number", "type": "string" }, + "name": "phone_number", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/PhoneNumber" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/numbers/buy": { + "post": { + "tags": ["numbers"], + "summary": "Buy Number", + "operationId": "buy_number", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/PhoneNumber" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/numbers/update": { + "post": { + "tags": ["numbers"], + "summary": "Update Number", + "operationId": "update_number", + "parameters": [ + { + "required": true, + "schema": { "title": "Phone Number", "type": "string" }, + "name": "phone_number", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/UpdateNumberRequest" } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/PhoneNumber" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/numbers/cancel": { + "post": { + "tags": ["numbers"], + "summary": "Cancel Number", + "operationId": "cancel_number", + "parameters": [ + { + "required": true, + "schema": { "title": "Phone Number", "type": "string" }, + "name": "phone_number", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/PhoneNumber" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/calls/list": { + "get": { + "tags": ["calls"], + "summary": "List Calls", + "operationId": "list_calls", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response List Calls V1 Calls List Get", + "type": "array", + "items": { "$ref": "#/components/schemas/NormalizedCall" } + } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/calls/": { + "get": { + "tags": ["calls"], + "summary": "Get Call", + "operationId": "get_call", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Call" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/calls/end": { + "post": { + "tags": ["calls"], + "summary": "End Call", + "operationId": "end_call", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Call" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/calls/create": { + "post": { + "tags": ["calls"], + "summary": "Create Call", + "operationId": "create_call", + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/CreateCallRequest" } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Call" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/calls/recording": { + "get": { + "tags": ["calls"], + "summary": "Recording", + "operationId": "recording", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/usage/": { + "get": { + "tags": ["usage"], + "summary": "Get Usage", + "operationId": "get_usage", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Usage" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/actions/": { + "get": { + "tags": ["actions"], + "summary": "Get Action", + "operationId": "get_action", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response Get Action V1 Actions Get", + "anyOf": [ + { "$ref": "#/components/schemas/TransferCallAction" }, + { "$ref": "#/components/schemas/EndConversationAction" }, + { "$ref": "#/components/schemas/DTMFAction" } + ] + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/actions/list": { + "get": { + "tags": ["actions"], + "summary": "List Actions", + "operationId": "list_actions", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response List Actions V1 Actions List Get", + "type": "array", + "items": { + "anyOf": [ + { "$ref": "#/components/schemas/TransferCallAction" }, + { "$ref": "#/components/schemas/EndConversationAction" }, + { "$ref": "#/components/schemas/DTMFAction" } + ] + } + } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/actions/create": { + "post": { + "tags": ["actions"], + "summary": "Create Action", + "operationId": "create_action", + "requestBody": { + "content": { + "application/json": { + "schema": { + "title": "Params", + "anyOf": [ + { "$ref": "#/components/schemas/TransferCallActionParams" }, + { + "$ref": "#/components/schemas/EndConversationActionParams" + }, + { "$ref": "#/components/schemas/DTMFActionParams" } + ] + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response Create Action V1 Actions Create Post", + "anyOf": [ + { "$ref": "#/components/schemas/TransferCallAction" }, + { "$ref": "#/components/schemas/EndConversationAction" }, + { "$ref": "#/components/schemas/DTMFAction" } + ] + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/actions/update": { + "post": { + "tags": ["actions"], + "summary": "Update Action", + "operationId": "update_action", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { + "title": "Update Params", + "anyOf": [ + { + "$ref": "#/components/schemas/TransferCallActionUpdateParams" + }, + { + "$ref": "#/components/schemas/EndConversationActionUpdateParams" + }, + { "$ref": "#/components/schemas/DTMFActionUpdateParams" } + ] + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response Update Action V1 Actions Update Post", + "anyOf": [ + { "$ref": "#/components/schemas/TransferCallAction" }, + { "$ref": "#/components/schemas/EndConversationAction" }, + { "$ref": "#/components/schemas/DTMFAction" } + ] + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/agents/": { + "get": { + "tags": ["agents"], + "summary": "Get Agent", + "operationId": "get_agent", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Agent" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/agents/list": { + "get": { + "tags": ["agents"], + "summary": "List Agents", + "operationId": "list_agents", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response List Agents V1 Agents List Get", + "type": "array", + "items": { "$ref": "#/components/schemas/NormalizedAgent" } + } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/agents/create": { + "post": { + "tags": ["agents"], + "summary": "Create Agent", + "operationId": "create_agent", + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/AgentParams" } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Agent" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/agents/update": { + "post": { + "tags": ["agents"], + "summary": "Update Agent", + "operationId": "update_agent", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/AgentUpdateParams" } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Agent" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/voices/": { + "get": { + "tags": ["voices"], + "summary": "Get Voice", + "operationId": "get_voice", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response Get Voice V1 Voices Get", + "anyOf": [ + { "$ref": "#/components/schemas/AzureVoice" }, + { "$ref": "#/components/schemas/RimeVoice" }, + { "$ref": "#/components/schemas/ElevenLabsVoice" } + ] + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/voices/list": { + "get": { + "tags": ["voices"], + "summary": "List Voices", + "operationId": "list_voices", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response List Voices V1 Voices List Get", + "type": "array", + "items": { + "anyOf": [ + { "$ref": "#/components/schemas/AzureVoice" }, + { "$ref": "#/components/schemas/RimeVoice" }, + { "$ref": "#/components/schemas/ElevenLabsVoice" } + ] + } + } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/voices/create": { + "post": { + "tags": ["voices"], + "summary": "Create Voice", + "operationId": "create_voice", + "requestBody": { + "content": { + "application/json": { + "schema": { + "title": "Params", + "anyOf": [ + { "$ref": "#/components/schemas/AzureVoiceParams" }, + { "$ref": "#/components/schemas/RimeVoiceParams" }, + { "$ref": "#/components/schemas/ElevenLabsVoiceParams" } + ] + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response Create Voice V1 Voices Create Post", + "anyOf": [ + { "$ref": "#/components/schemas/AzureVoice" }, + { "$ref": "#/components/schemas/RimeVoice" }, + { "$ref": "#/components/schemas/ElevenLabsVoice" } + ] + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/voices/update": { + "post": { + "tags": ["voices"], + "summary": "Update Voice", + "operationId": "update_voice", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { + "title": "Update Params", + "anyOf": [ + { "$ref": "#/components/schemas/AzureVoiceUpdateParams" }, + { "$ref": "#/components/schemas/RimeVoiceUpdateParams" }, + { "$ref": "#/components/schemas/ElevenLabsVoiceUpdateParams" } + ] + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response Update Voice V1 Voices Update Post", + "anyOf": [ + { "$ref": "#/components/schemas/AzureVoice" }, + { "$ref": "#/components/schemas/RimeVoice" }, + { "$ref": "#/components/schemas/ElevenLabsVoice" } + ] + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/webhooks/": { + "get": { + "tags": ["webhooks"], + "summary": "Get Webhook", + "operationId": "get_webhook", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Webhook" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/webhooks/list": { + "get": { + "tags": ["webhooks"], + "summary": "List Webhooks", + "operationId": "list_webhooks", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "title": "Response List Webhooks V1 Webhooks List Get", + "type": "array", + "items": { "$ref": "#/components/schemas/Webhook" } + } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/webhooks/create": { + "post": { + "tags": ["webhooks"], + "summary": "Create Webhook", + "operationId": "create_webhook", + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/WebhookParams" } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Webhook" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/webhooks/update": { + "post": { + "tags": ["webhooks"], + "summary": "Update Webhook", + "operationId": "update_webhook", + "parameters": [ + { + "required": true, + "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/WebhookUpdateParams" } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Webhook" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + } + }, + "components": { + "schemas": { + "ActionType": { + "title": "ActionType", + "enum": [ + "action_end_conversation", + "action_dtmf", + "action_transfer_call" + ], + "type": "string", + "description": "An enumeration." + }, + "Agent": { + "title": "Agent", + "required": ["id", "user_id", "prompt", "actions", "voice"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "prompt": { "title": "Prompt", "type": "string" }, + "actions": { + "title": "Actions", + "type": "array", + "items": { + "anyOf": [ + { "$ref": "#/components/schemas/TransferCallAction" }, + { "$ref": "#/components/schemas/EndConversationAction" }, + { "$ref": "#/components/schemas/DTMFAction" } + ] + } + }, + "voice": { + "title": "Voice", + "anyOf": [ + { "$ref": "#/components/schemas/AzureVoice" }, + { "$ref": "#/components/schemas/RimeVoice" }, + { "$ref": "#/components/schemas/ElevenLabsVoice" } + ] + }, + "initial_message": { "title": "Initial Message", "type": "string" }, + "webhook": { "$ref": "#/components/schemas/Webhook" } + } + }, + "AgentParams": { + "title": "AgentParams", + "required": ["prompt", "voice"], + "type": "object", + "properties": { + "prompt": { "title": "Prompt", "type": "string" }, + "actions": { + "title": "Actions", + "type": "array", + "items": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/TransferCallActionParams" }, + { "$ref": "#/components/schemas/EndConversationActionParams" }, + { "$ref": "#/components/schemas/DTMFActionParams" } + ] + }, + "default": [] + }, + "voice": { + "title": "Voice", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/AzureVoiceParams" }, + { "$ref": "#/components/schemas/RimeVoiceParams" }, + { "$ref": "#/components/schemas/ElevenLabsVoiceParams" } + ] + }, + "initial_message": { "title": "Initial Message", "type": "string" }, + "webhook": { + "title": "Webhook", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/WebhookParams" } + ] + } + } + }, + "AgentUpdateParams": { + "title": "AgentUpdateParams", + "type": "object", + "properties": { + "prompt": { + "title": "Prompt", + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "actions": { + "title": "Actions", + "anyOf": [ + { + "type": "array", + "items": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { + "$ref": "#/components/schemas/TransferCallActionUpdateParams" + }, + { + "$ref": "#/components/schemas/EndConversationActionUpdateParams" + }, + { "$ref": "#/components/schemas/DTMFActionUpdateParams" } + ] + } + }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "voice": { + "title": "Voice", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/AzureVoiceUpdateParams" }, + { "$ref": "#/components/schemas/RimeVoiceUpdateParams" }, + { "$ref": "#/components/schemas/ElevenLabsVoiceUpdateParams" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "initial_message": { + "title": "Initial Message", + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "webhook": { + "title": "Webhook", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/WebhookUpdateParams" }, + { "$ref": "#/components/schemas/Undefined" } + ] + } + } + }, + "AzureVoice": { + "title": "AzureVoice", + "required": ["id", "user_id", "voice_name"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "type": { + "allOf": [{ "$ref": "#/components/schemas/VoiceType" }], + "default": "voice_azure" + }, + "voice_name": { "title": "Voice Name", "type": "string" }, + "pitch": { "title": "Pitch", "type": "integer", "default": 0 }, + "rate": { "title": "Rate", "type": "integer", "default": 15 } + } + }, + "AzureVoiceParams": { + "title": "AzureVoiceParams", + "required": ["type", "voice_name"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/VoiceType" }, + "voice_name": { "title": "Voice Name", "type": "string" }, + "pitch": { "title": "Pitch", "type": "integer", "default": 0 }, + "rate": { "title": "Rate", "type": "integer", "default": 15 } + } + }, + "AzureVoiceUpdateParams": { + "title": "AzureVoiceUpdateParams", + "required": ["type"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/VoiceType" }, + "voice_name": { + "title": "Voice Name", + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "pitch": { + "title": "Pitch", + "anyOf": [ + { "type": "integer" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "rate": { + "title": "Rate", + "anyOf": [ + { "type": "integer" }, + { "$ref": "#/components/schemas/Undefined" } + ] + } + } + }, + "Call": { + "title": "Call", + "required": ["id", "user_id", "to_number", "from_number", "agent"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "status": { + "allOf": [{ "$ref": "#/components/schemas/CallStatus" }], + "default": "not_started" + }, + "error_message": { "title": "Error Message", "type": "string" }, + "recording_available": { + "title": "Recording Available", + "type": "boolean", + "default": false + }, + "transcript": { "title": "Transcript", "type": "string" }, + "to_number": { "title": "To Number", "type": "string" }, + "from_number": { "title": "From Number", "type": "string" }, + "agent": { "$ref": "#/components/schemas/Agent" } + } + }, + "CallStatus": { + "title": "CallStatus", + "enum": ["not_started", "in_progress", "error", "ended"], + "type": "string", + "description": "An enumeration." + }, + "CreateCallRequest": { + "title": "CreateCallRequest", + "required": ["from_number", "to_number", "agent"], + "type": "object", + "properties": { + "from_number": { "title": "From Number", "type": "string" }, + "to_number": { "title": "To Number", "type": "string" }, + "agent": { + "title": "Agent", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/AgentParams" } + ] + } + } + }, + "DTMFAction": { + "title": "DTMFAction", + "required": ["id", "user_id"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "type": { + "allOf": [{ "$ref": "#/components/schemas/ActionType" }], + "default": "action_dtmf" + }, + "config": { "$ref": "#/components/schemas/EmptyActionConfig" } + } + }, + "DTMFActionParams": { + "title": "DTMFActionParams", + "required": ["type"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/ActionType" }, + "config": { "$ref": "#/components/schemas/EmptyActionConfig" } + } + }, + "DTMFActionUpdateParams": { + "title": "DTMFActionUpdateParams", + "required": ["type"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/ActionType" }, + "config": { + "title": "Config", + "anyOf": [ + { "$ref": "#/components/schemas/EmptyActionConfig" }, + { "$ref": "#/components/schemas/Undefined" } + ] + } + } + }, + "ElevenLabsVoice": { + "title": "ElevenLabsVoice", + "required": ["id", "user_id", "voice_id", "api_key"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "type": { + "allOf": [{ "$ref": "#/components/schemas/VoiceType" }], + "default": "voice_eleven_labs" + }, + "voice_id": { "title": "Voice Id", "type": "string" }, + "stability": { "title": "Stability", "type": "number" }, + "similarity_boost": { "title": "Similarity Boost", "type": "number" }, + "api_key": { "title": "Api Key", "type": "string" } + } + }, + "ElevenLabsVoiceParams": { + "title": "ElevenLabsVoiceParams", + "required": ["type", "voice_id", "api_key"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/VoiceType" }, + "voice_id": { "title": "Voice Id", "type": "string" }, + "stability": { "title": "Stability", "type": "number" }, + "similarity_boost": { "title": "Similarity Boost", "type": "number" }, + "api_key": { "title": "Api Key", "type": "string" } + } + }, + "ElevenLabsVoiceUpdateParams": { + "title": "ElevenLabsVoiceUpdateParams", + "required": ["type"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/VoiceType" }, + "voice_id": { + "title": "Voice Id", + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "stability": { + "title": "Stability", + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "similarity_boost": { + "title": "Similarity Boost", + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "api_key": { + "title": "Api Key", + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ] + } + } + }, + "EmptyActionConfig": { + "title": "EmptyActionConfig", + "type": "object", + "properties": {} + }, + "EndConversationAction": { + "title": "EndConversationAction", + "required": ["id", "user_id"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "type": { + "allOf": [{ "$ref": "#/components/schemas/ActionType" }], + "default": "action_end_conversation" + }, + "config": { "$ref": "#/components/schemas/EmptyActionConfig" } + } + }, + "EndConversationActionParams": { + "title": "EndConversationActionParams", + "required": ["type"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/ActionType" }, + "config": { "$ref": "#/components/schemas/EmptyActionConfig" } + } + }, + "EndConversationActionUpdateParams": { + "title": "EndConversationActionUpdateParams", + "required": ["type"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/ActionType" }, + "config": { + "title": "Config", + "anyOf": [ + { "$ref": "#/components/schemas/EmptyActionConfig" }, + { "$ref": "#/components/schemas/Undefined" } + ] + } + } + }, + "EventType": { + "title": "EventType", + "enum": [ + "event_message", + "event_action", + "event_phone_call_connected", + "event_phone_call_ended", + "event_transcript", + "event_recording" + ], + "type": "string", + "description": "An enumeration." + }, + "HTTPMethod": { + "title": "HTTPMethod", + "enum": ["GET", "POST"], + "type": "string", + "description": "An enumeration." + }, + "HTTPValidationError": { + "title": "HTTPValidationError", + "type": "object", + "properties": { + "detail": { + "title": "Detail", + "type": "array", + "items": { "$ref": "#/components/schemas/ValidationError" } + } + } + }, + "NormalizedAgent": { + "title": "NormalizedAgent", + "required": ["id", "user_id", "prompt", "actions", "voice"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "prompt": { "title": "Prompt", "type": "string" }, + "actions": { + "title": "Actions", + "type": "array", + "items": { "type": "string", "format": "uuid" } + }, + "voice": { "title": "Voice", "type": "string", "format": "uuid" }, + "initial_message": { "title": "Initial Message", "type": "string" }, + "webhook": { "title": "Webhook", "type": "string", "format": "uuid" } + } + }, + "NormalizedCall": { + "title": "NormalizedCall", + "required": ["id", "user_id", "to_number", "from_number", "agent"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "status": { + "allOf": [{ "$ref": "#/components/schemas/CallStatus" }], + "default": "not_started" + }, + "error_message": { "title": "Error Message", "type": "string" }, + "recording_available": { + "title": "Recording Available", + "type": "boolean", + "default": false + }, + "transcript": { "title": "Transcript", "type": "string" }, + "to_number": { "title": "To Number", "type": "string" }, + "from_number": { "title": "From Number", "type": "string" }, + "agent": { "title": "Agent", "type": "string", "format": "uuid" } + } + }, + "NormalizedPhoneNumber": { + "title": "NormalizedPhoneNumber", + "required": ["id", "user_id", "inbound_agent", "number"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "active": { "title": "Active", "type": "boolean", "default": true }, + "inbound_agent": { + "title": "Inbound Agent", + "type": "string", + "format": "uuid" + }, + "number": { "title": "Number", "type": "string" } + } + }, + "PhoneNumber": { + "title": "PhoneNumber", + "required": ["id", "user_id", "inbound_agent", "number"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "active": { "title": "Active", "type": "boolean", "default": true }, + "inbound_agent": { "$ref": "#/components/schemas/Agent" }, + "number": { "title": "Number", "type": "string" } + } + }, + "PlanType": { + "title": "PlanType", + "enum": ["free", "developer", "enterprise"], + "type": "string", + "description": "An enumeration." + }, + "RimeVoice": { + "title": "RimeVoice", + "required": ["id", "user_id", "speaker"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "type": { + "allOf": [{ "$ref": "#/components/schemas/VoiceType" }], + "default": "voice_rime" + }, + "speaker": { "title": "Speaker", "type": "string" } + } + }, + "RimeVoiceParams": { + "title": "RimeVoiceParams", + "required": ["type", "speaker"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/VoiceType" }, + "speaker": { "title": "Speaker", "type": "string" } + } + }, + "RimeVoiceUpdateParams": { + "title": "RimeVoiceUpdateParams", + "required": ["type"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/VoiceType" }, + "speaker": { + "title": "Speaker", + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ] + } + } + }, + "TransferCallAction": { + "title": "TransferCallAction", + "required": ["id", "user_id", "config"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "type": { + "allOf": [{ "$ref": "#/components/schemas/ActionType" }], + "default": "action_transfer_call" + }, + "config": { "$ref": "#/components/schemas/TransferCallConfig" } + } + }, + "TransferCallActionParams": { + "title": "TransferCallActionParams", + "required": ["type", "config"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/ActionType" }, + "config": { "$ref": "#/components/schemas/TransferCallConfig" } + } + }, + "TransferCallActionUpdateParams": { + "title": "TransferCallActionUpdateParams", + "required": ["type"], + "type": "object", + "properties": { + "type": { "$ref": "#/components/schemas/ActionType" }, + "config": { + "title": "Config", + "anyOf": [ + { "$ref": "#/components/schemas/TransferCallConfig" }, + { "$ref": "#/components/schemas/Undefined" } + ] + } + } + }, + "TransferCallConfig": { + "title": "TransferCallConfig", + "required": ["phone_number"], + "type": "object", + "properties": { + "phone_number": { "title": "Phone Number", "type": "string" } + } + }, + "Undefined": { "title": "Undefined", "type": "object", "properties": {} }, + "UpdateNumberRequest": { + "title": "UpdateNumberRequest", + "required": ["inbound_agent"], + "type": "object", + "properties": { + "inbound_agent": { + "title": "Inbound Agent", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/AgentUpdateParams" } + ] + } + } + }, + "Usage": { + "title": "Usage", + "required": [ + "user_id", + "plan_type", + "monthly_usage_minutes", + "monthly_usage_limit_minutes" + ], + "type": "object", + "properties": { + "user_id": { "title": "User Id", "type": "string" }, + "plan_type": { "$ref": "#/components/schemas/PlanType" }, + "monthly_usage_minutes": { + "title": "Monthly Usage Minutes", + "type": "integer" + }, + "monthly_usage_limit_minutes": { + "title": "Monthly Usage Limit Minutes", + "type": "integer" + } + } + }, + "ValidationError": { + "title": "ValidationError", + "required": ["loc", "msg", "type"], + "type": "object", + "properties": { + "loc": { + "title": "Location", + "type": "array", + "items": { "anyOf": [{ "type": "string" }, { "type": "integer" }] } + }, + "msg": { "title": "Message", "type": "string" }, + "type": { "title": "Error Type", "type": "string" } + } + }, + "VoiceType": { + "title": "VoiceType", + "enum": [ + "voice_base", + "voice_azure", + "voice_rime", + "voice_eleven_labs" + ], + "type": "string", + "description": "An enumeration." + }, + "Webhook": { + "title": "Webhook", + "required": ["id", "user_id", "subscriptions", "url"], + "type": "object", + "properties": { + "id": { "title": "Id", "type": "string", "format": "uuid" }, + "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "subscriptions": { + "type": "array", + "items": { "$ref": "#/components/schemas/EventType" } + }, + "url": { "title": "Url", "type": "string" }, + "method": { + "allOf": [{ "$ref": "#/components/schemas/HTTPMethod" }], + "default": "POST" + } + } + }, + "WebhookParams": { + "title": "WebhookParams", + "required": ["subscriptions", "url"], + "type": "object", + "properties": { + "subscriptions": { + "type": "array", + "items": { "$ref": "#/components/schemas/EventType" } + }, + "url": { "title": "Url", "type": "string" }, + "method": { + "allOf": [{ "$ref": "#/components/schemas/HTTPMethod" }], + "default": "POST" + } + } + }, + "WebhookUpdateParams": { + "title": "WebhookUpdateParams", + "type": "object", + "properties": { + "subscriptions": { + "title": "Subscriptions", + "anyOf": [ + { + "type": "array", + "items": { "$ref": "#/components/schemas/EventType" } + }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "url": { + "title": "Url", + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ] + }, + "method": { + "title": "Method", + "anyOf": [ + { "$ref": "#/components/schemas/HTTPMethod" }, + { "$ref": "#/components/schemas/Undefined" } + ] + } + } + } + }, + "securitySchemes": { "HTTPBearer": { "type": "http", "scheme": "bearer" } } + }, + "tags": [ + { "name": "numbers", "description": "Operations with phone numbers." }, + { "name": "calls", "description": "Manage calls." } + ] +} diff --git a/docs/outbound-calls.mdx b/docs/outbound-calls.mdx new file mode 100644 index 0000000000..58b62757d1 --- /dev/null +++ b/docs/outbound-calls.mdx @@ -0,0 +1,4 @@ +--- +title: "Outbound Calls" +description: "🚧 Under construction" +--- diff --git a/docs/retrieve-call-data.mdx b/docs/retrieve-call-data.mdx new file mode 100644 index 0000000000..b3b808def3 --- /dev/null +++ b/docs/retrieve-call-data.mdx @@ -0,0 +1,109 @@ +--- +title: "Retrieve Call Data" +description: "Get information on in-progress and completed calls" +--- + + + With the Vocode API in-progress and completed calls are accessible as Call + objects. + + +To list your call history: + + + +```python Python +calls = vocode_client.calls.list_calls() +``` + +```javascript TypeScript +const calls = await vocode.calls.listCalls(); +``` + +```curl cURL +curl --request GET \ + --url https://api.vocode.dev/v1/calls/list \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' +``` + + + +The resulting list of Call objects is structured like this: + +```json +[ + { + id: 'call_id', + userId: 'user_id', + toNumber: '123456789', + fromNumber: '123456789', + agent: { + id: 'agent_id', + userId: 'user_id', + prompt: 'The assistant is having a pleasant conversation about life.', + actions: [], + voice: [Object], + initialMessage: undefined, + webhook: undefined + }, + goal: undefined, + transcript: undefined, + recordingUrl: undefined, + status: 'ended', + errorMessage: undefined, + recordingAvailable: false + } +] +``` + +## Get a specific call + +If you have a call ID, you can get the call object for that call. + + + +```python Python +vocode_client.calls.get_call(id="CALL_ID") +``` + +```javascript TypeScript +const calls = await vocode.calls.getCall({ id: "CALL_ID" }); +``` + +```curl cURL +curl --request GET \ + --url https://api.vocode.dev/v1/calls/recording/ \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' +``` + + + +## Download a call recording + +If you enabled call recording, you can download the call recording file. + + +```python Python +vocode_client.calls.recording(id="CALL_ID") +``` + +```javascript TypeScript +const calls = await vocode.calls.listCalls(); +const recording = await vocode.calls.recording({ id: calls[0].id }); +``` + +```curl cURL +curl --request GET \ + --url https://api.vocode.dev/v1/calls/recording/ \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' +``` + + diff --git a/docs/setting-up-webhook.mdx b/docs/setting-up-webhook.mdx new file mode 100644 index 0000000000..ed57ba291c --- /dev/null +++ b/docs/setting-up-webhook.mdx @@ -0,0 +1,59 @@ +--- +title: "Setting up webhooks" +description: "Listen to events on your phone calls" +--- + +You can set up webhooks on agents so that you can +listen to events in realtime or for post-call automation. + +## Adding Webhooks + +To get data from the agent during a call, you can add a webhook and assign it to listen for specific events. +Let's send a POST request to "https://example.com" every time a call ends. + + + +```python Python +from vocode import AgentUpdateParams, EventType, HttpMethod, WebhookUpdateParams + +new_webhook = WebhookUpdateParams( + subscriptions=[EventType.EVENT_PHONE_CALL_ENDED], + url="https://example.com", + method=HttpMethod.POST, +) + +number = vocode_client.numbers.update_number( + phone_number="YOUR_NUMBER", + inbound_agent=AgentUpdateParams( + webhook=new_webhook, + ), +) +``` + +```javascript TypeScript +import { EventType, HttpMethod } from "@vocode/vocode-api/api"; + +const number = await vocode.numbers.updateNumber({ + phoneNumber: "YOUR_NUMBER", + inboundAgent: { + webhook: { + subscriptions: [EventType.EventPhoneCallConnected], + url: "https://example.com", + method: HttpMethod.Post, + }, + }, +}); +``` + + + +## EventTypes + +The full list of `EventType` is listed here: + +- `EVENT_MESSAGE`: A message in the conversation. +- `EVENT_ACTION`: An action taken during the conversation. +- `EVENT_PHONE_CALL_CONNECTED`: Indicating the phone call has connected. +- `EVENT_PHONE_CALL_ENDED`: Indicating the phone call has ended. +- `EVENT_TRANSCRIPT`: The transcription of the entire conversation. +- `EVENT_RECORDING`: The recording of the conversation has become available. diff --git a/docs/using-actions.mdx b/docs/using-actions.mdx new file mode 100644 index 0000000000..606a0798c8 --- /dev/null +++ b/docs/using-actions.mdx @@ -0,0 +1,194 @@ +--- +title: "Using actions" +description: "Make agents on your phone calls take actions" +--- + +Agents on phone calls can take three actions: + +`EndConversation`: allows the agent to end the call, e.g. if the user says "Goodbye!" + + + +```python Python +vocode_client.actions.create_action( + request=CreateActionRequest( + type=ActionType.ACTION_END_CONVERSATION + ) +) +``` + +```typescript TypeScript +const number = await vocode.actions.createAction({ + type: "action_end_conversation", +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/actions/create \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "type": "action_end_conversation" +}' +``` + + + +`DTMF`: allows the agent to hit dial tones during a call, e.g. navigating a phone tree + + + +```python Python +vocode_client.actions.create_action( + request=CreateActionRequest( + type=ActionType.ACTION_DTMF + ) +) +``` + +```typescript TypeScript +const number = await vocode.actions.createAction({ + type: "action_dtmf", +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/actions/create \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "type": "action_dtmf" +}' +``` + + + +`TransferCall`: allows the agent to transfer the call to another phone number + + + +```python Python +vocode_client.actions.create_action( + request=CreateActionRequest( + type=ActionType.ACTION_TRANSFER_CALL, + config=TransferCallActionUpdateParamsConfig( + phone_number="11234567890" + ) + ) +) +``` + +```typescript TypeScript +const number = await vocode.actions.createAction({ + type: "action_transfer_call", + config: { + phoneNumber: "11234567890", + }, +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/actions/create \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "type": "action_transfer_call", + "config": { + "phone_number": "11234567890" + } +}' +``` + + + +You can attach these as IDs to your phone number agent as follows: + + + +```python Python +vocode_client.numbers.update_number( + phone_number="11234567890", + inbound_agent=UpdateNumberRequestInboundAgent( + actions=[""] + ) +) +``` + +```typescript TypeScript +vocode.numbers.updateNumber({ + phoneNumber: "11234567890", + inboundAgent: { + actions: [""], + }, +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/numbers/update?phone_number=11234567890 \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "inbound_agent": { + "actions": [""] + } +}' +``` + + + +You can also add these as actions as raw payloads as follows: + + + +```python Python +vocode_client.numbers.update_number( + phone_number="11234567890", + inbound_agent=UpdateNumberRequestInboundAgent( + actions=[TransferCallActionUpdateParams( + type=ActionType.ACTION_TRANSFER_CALL, + config=TransferCallActionUpdateParamsConfig( + phone_number="11234567890" + ) + )] + ) +) +``` + +```typescript TypeScript +vocode.numbers.updateNumber({ + phoneNumber: "11234567890", + inboundAgent: { + actions: [ + { + type: "action_transfer_call", + config: { + phoneNumber: "11234567890", + }, + }, + ], + }, +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/numbers/update?phone_number=11234567890 \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "inbound_agent": { + "actions": [{ + "type": "action_transfer_call", + "config": { + "phone_number": "11234567890" + } + }] + } +}' +``` + + diff --git a/docs/vectordb.mdx b/docs/vectordb.mdx new file mode 100644 index 0000000000..b8dc24b258 --- /dev/null +++ b/docs/vectordb.mdx @@ -0,0 +1,115 @@ +--- +title: "Vector databases" +description: "Give your agents knowledge via embeddings" +--- + +## Introduction + +For many practical use cases it may be necessary to give bots information; but, due to limited +context windows, there may not be enough room in the prompt. Thus, Vocode allows you to plug into +vector databases that contain embeddings. + +Each time the bot receives a message, it can query for the most similar embeddings; these embeddings will +be shown to the agent to guide its responses. + +Currently, we support [Pinecone](https://www.pinecone.io/). Under the hood, we use an approach similar +to Langchain to store the documents in Pinecone. Each vector in Pinecone must have two pieces of metadata +to be compatible with Vocode: + +- `text`: The text that will be shown to the agent. +- `source`: The name of the document where the text comes from. This could be the title of an article, + for example. + +## Connecting to Pinecone + +To add your vector database to your agent, you need to add a vector database config to your agent: + + + +```python update_agent.py +from vocode import PineconeVectorDatabaseUpdateParams + +agent = vocode_client.agents.update_agent( + id="AGENT_ID", + request=PineconeVectorDatabaseUpdateParams( + type="vector_database_pinecone", + index="PINECONE_INDEX", + api_key="PINECONE_API_KEY", + api_environment="PINECONE_API_ENVIRONMENT", + ), +) +``` + +```javascript updateAgent.js +const agent = await vocode.agents.updateAgent({ + id: "AGENT_ID", + body: { + vector_database: { + type: "vector_database_pinecone", + index: "PINECONE_INDEX", + api_key: "PINECONE_API_KEY", + api_environment: "PINECONE_API_ENVIRONMENTr", + }, + }, +}); + +main(); +``` + + + +Now your agent will query the vector database for each user message. + +## Document loading script + +You can manaully add documents to Pinecone any way you like as long as you include the required metadata. +If you have a folder of PDFs, docx files, text files, etc. that you want to add to pinecone, you can use +the below script which uses [Unstructured](https://github.com/Unstructured-IO/unstructured) to parse +many kinds of files types, extract the text, and add it to pinecone. + +The script was tested with these package versions: + +``` +python = "^3.10" +langchain = "^0.0.237" +spacy = "^3.6.0" +unstructured = {extras = ["local-inference"], version = "^0.8.1"} +layoutparser = {extras = ["layoutmodels", "tesseract"], version = "^0.3.4"} +pinecone-client = "^2.2.2" +openai = "^0.27.8" +torch = ">=2.0.0, !=2.0.1" +tiktoken = "^0.4.0" +``` + +```python +import os +import pinecone +from langchain.embeddings.openai import OpenAIEmbeddings +from langchain.text_splitter import SpacyTextSplitter +from langchain.vectorstores import Pinecone +from langchain.document_loaders import DirectoryLoader, UnstructuredFileLoader + +PINECONE_API_KEY = os.environ["PINECONE_API_KEY"] +PINECONE_ENVIRONMENT = os.environ["PINECONE_ENVIRONMENT"] +OPENAI_API_KEY = os.environ["OPENAI_API_KEY"] + + +loader = DirectoryLoader('./docs', glob="**/*.*", show_progress=True, loader_cls=UnstructuredFileLoader) +print("Loading documents...") +documents = loader.load() +text_splitter = SpacyTextSplitter(chunk_size=1000) +print("Splitting documents...") +docs = text_splitter.split_documents(documents) + +embeddings = OpenAIEmbeddings() + +pinecone.init( + api_key=PINECONE_API_KEY, + environment=PINECONE_ENVIRONMENT, +) + +index_name = "your_index_name" + +print("Creating index...") +docsearch = Pinecone.from_documents(docs, embeddings, index_name=index_name) +``` diff --git a/docs/webhooks.mdx b/docs/webhooks.mdx new file mode 100644 index 0000000000..8a8437ca16 --- /dev/null +++ b/docs/webhooks.mdx @@ -0,0 +1,4 @@ +--- +title: "Webhooks" +description: "🚧 Under construction" +--- diff --git a/docs/welcome.mdx b/docs/welcome.mdx index e4d283b297..94c2ffb666 100644 --- a/docs/welcome.mdx +++ b/docs/welcome.mdx @@ -15,6 +15,34 @@ to answer/make phone calls, act as personal assistants, join Zoom meetings, and - Integrations to all of the best speech-to-text/text-to-speech providers - Cross-platform support (telephony, web, Zoom) +## Hosted Service + +The Vocode hosted service allows you to automate inbound/outbound calls via API. Users can program agents to +execute arbitrary tasks and leverage our integrations, or build their own. + +It is built with maximum developer flexibility in mind so you can embed an AI call center directly in your product or +operations flows. Get started with the [Hosted Service](/hosted-quickstart). + +## Open Source Library + +Most of what we build is open source and free to use! Leverage all of the features mentioned in the introduction by taking a look +at our open source repos. Get started with [Open Source](/open-source-quickstart). + +## Quickstarts + + + + Start using the hosted telephony service. + + + Run Vocode self hosted. + + + ## Demos @@ -75,44 +103,6 @@ to answer/make phone calls, act as personal assistants, join Zoom meetings, and -## Start Developing - - - - Quickly get up and running with Vocode by following our Python quick start - guide. - - - Learn the basics of what Vocode does, how it works, and how it can help you. - - - -### Replit Templates - - - - Spin up a phone number with ChatGPT on the other end. - - - Create a website that you can talk to. - - - Use Vocode as a tool to call someone in the real world. - - - ## How to contact us Learn more about how to take your documentation to the next level From 9c1d84150700d0344657e222fc10592c7ef87612 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 22 Aug 2023 22:27:18 -0700 Subject: [PATCH 007/148] fix link --- docs/open-source-quickstart.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/open-source-quickstart.mdx b/docs/open-source-quickstart.mdx index d253cfe532..342bf336e9 100644 --- a/docs/open-source-quickstart.mdx +++ b/docs/open-source-quickstart.mdx @@ -6,7 +6,7 @@ description: "How to get Vocode up and running on your own machine" ## Start Developing - + Quickly get up and running with Vocode by following our Python quick start guide. From 456140cde445a8e65b9fe63397faf2983d72d04b Mon Sep 17 00:00:00 2001 From: Kian Hooshmand Date: Thu, 24 Aug 2023 15:17:27 -0700 Subject: [PATCH 008/148] fix openai get token method (#373) * fix openai get token method * use continue and update tests --------- Co-authored-by: Ajay Raj --- tests/streaming/agent/test_utils.py | 22 ++++++++++++++++++---- vocode/streaming/agent/utils.py | 2 +- 2 files changed, 19 insertions(+), 5 deletions(-) diff --git a/tests/streaming/agent/test_utils.py b/tests/streaming/agent/test_utils.py index 96cb4848e1..cd1be9ec09 100644 --- a/tests/streaming/agent/test_utils.py +++ b/tests/streaming/agent/test_utils.py @@ -28,11 +28,17 @@ async def _agen_from_list(l): def create_chatgpt_openai_object( - delta: Dict[str, str], finish_reason: Optional[Any] = None + delta: Optional[Dict[str, str]] = None, + finish_reason: Optional[Any] = None, + prompt_annotations=None, ): - return OpenAIObject.construct_from( - {"choices": [{"delta": delta, "finish_reason": finish_reason}]} - ) + inner_obj = {} + if prompt_annotations: + inner_obj["prompt_annotations"] = prompt_annotations + inner_obj["choices"] = [] + elif delta: + inner_obj["choices"] = [{"delta": delta, "finish_reason": finish_reason}] + return OpenAIObject.construct_from(inner_obj) class StreamOpenAIResponseTestCase(BaseModel): @@ -43,6 +49,14 @@ class StreamOpenAIResponseTestCase(BaseModel): OPENAI_OBJECTS = [ [ + { + "prompt_annotations": [ + { + "prompt_index": 0, + "content_filter_results": {}, + } + ] + }, {"delta": {"role": "assistant"}, "finish_reason": None}, {"delta": {"content": "Hello"}, "finish_reason": None}, {"delta": {"content": "!"}, "finish_reason": None}, diff --git a/vocode/streaming/agent/utils.py b/vocode/streaming/agent/utils.py index 8d725c950f..31b4864fc9 100644 --- a/vocode/streaming/agent/utils.py +++ b/vocode/streaming/agent/utils.py @@ -75,7 +75,7 @@ async def openai_get_tokens(gen) -> AsyncGenerator[Union[str, FunctionFragment], async for event in gen: choices = event.get("choices", []) if len(choices) == 0: - break + continue choice = choices[0] if choice.finish_reason: break From 2975ece03aeeac3d9e0fcc8a823307ac4aab5c97 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 25 Aug 2023 15:29:36 -0700 Subject: [PATCH 009/148] change types to use literals and bump openapi spec (#377) * change types to use literals and bump openapi spec * fix api reference --- docs/api-reference/actions/get-action.mdx | 4 +- docs/api-reference/agents/get-agent.mdx | 4 +- docs/api-reference/calls/get-call.mdx | 4 +- docs/api-reference/numbers/get-number.mdx | 4 +- docs/api-reference/schemas/action-config.mdx | 3 - docs/api-reference/schemas/action-type.mdx | 3 - docs/api-reference/usage/get-usage.mdx | 4 +- docs/api-reference/voices/get-voice.mdx | 4 +- docs/api-reference/webhooks/get-webhook.mdx | 4 +- docs/configuring-number.mdx | 24 +- docs/mint.json | 4 - docs/openapi.json | 1685 ++++++++++++------ docs/using-actions.mdx | 8 +- 13 files changed, 1195 insertions(+), 560 deletions(-) delete mode 100644 docs/api-reference/schemas/action-config.mdx delete mode 100644 docs/api-reference/schemas/action-type.mdx diff --git a/docs/api-reference/actions/get-action.mdx b/docs/api-reference/actions/get-action.mdx index 2d91b642c9..76e95b3f56 100644 --- a/docs/api-reference/actions/get-action.mdx +++ b/docs/api-reference/actions/get-action.mdx @@ -1,3 +1,3 @@ --- -openapi: get /v1/actions/ ---- \ No newline at end of file +openapi: get /v1/actions +--- diff --git a/docs/api-reference/agents/get-agent.mdx b/docs/api-reference/agents/get-agent.mdx index 1c44beed8f..01787c1cce 100644 --- a/docs/api-reference/agents/get-agent.mdx +++ b/docs/api-reference/agents/get-agent.mdx @@ -1,3 +1,3 @@ --- -openapi: get /v1/agents/ ---- \ No newline at end of file +openapi: get /v1/agents +--- diff --git a/docs/api-reference/calls/get-call.mdx b/docs/api-reference/calls/get-call.mdx index fd1771b73f..575834b26c 100644 --- a/docs/api-reference/calls/get-call.mdx +++ b/docs/api-reference/calls/get-call.mdx @@ -1,3 +1,3 @@ --- -openapi: get /v1/calls/ ---- \ No newline at end of file +openapi: get /v1/calls +--- diff --git a/docs/api-reference/numbers/get-number.mdx b/docs/api-reference/numbers/get-number.mdx index 32fa9b91cc..d2d2d7e8ea 100644 --- a/docs/api-reference/numbers/get-number.mdx +++ b/docs/api-reference/numbers/get-number.mdx @@ -1,3 +1,3 @@ --- -openapi: get /v1/numbers/ ---- \ No newline at end of file +openapi: get /v1/numbers +--- diff --git a/docs/api-reference/schemas/action-config.mdx b/docs/api-reference/schemas/action-config.mdx deleted file mode 100644 index 526132b73b..0000000000 --- a/docs/api-reference/schemas/action-config.mdx +++ /dev/null @@ -1,3 +0,0 @@ ---- -openapi-schema: ActionConfig ---- diff --git a/docs/api-reference/schemas/action-type.mdx b/docs/api-reference/schemas/action-type.mdx deleted file mode 100644 index d2394e7c29..0000000000 --- a/docs/api-reference/schemas/action-type.mdx +++ /dev/null @@ -1,3 +0,0 @@ ---- -openapi-schema: ActionType ---- diff --git a/docs/api-reference/usage/get-usage.mdx b/docs/api-reference/usage/get-usage.mdx index 0cab456124..7a7d8d33c6 100644 --- a/docs/api-reference/usage/get-usage.mdx +++ b/docs/api-reference/usage/get-usage.mdx @@ -1,3 +1,3 @@ --- -openapi: get /v1/usage/ ---- \ No newline at end of file +openapi: get /v1/usage +--- diff --git a/docs/api-reference/voices/get-voice.mdx b/docs/api-reference/voices/get-voice.mdx index 5ca0e16892..dd86432856 100644 --- a/docs/api-reference/voices/get-voice.mdx +++ b/docs/api-reference/voices/get-voice.mdx @@ -1,3 +1,3 @@ --- -openapi: get /v1/voices/ ---- \ No newline at end of file +openapi: get /v1/voices +--- diff --git a/docs/api-reference/webhooks/get-webhook.mdx b/docs/api-reference/webhooks/get-webhook.mdx index 64b8b79f4d..f25d185ab2 100644 --- a/docs/api-reference/webhooks/get-webhook.mdx +++ b/docs/api-reference/webhooks/get-webhook.mdx @@ -1,3 +1,3 @@ --- -openapi: get /v1/webhooks/ ---- \ No newline at end of file +openapi: get /v1/webhooks +--- diff --git a/docs/configuring-number.mdx b/docs/configuring-number.mdx index 61361a9b57..96e9690a2c 100644 --- a/docs/configuring-number.mdx +++ b/docs/configuring-number.mdx @@ -58,20 +58,18 @@ Our prompt has been updated. Now let's use a voice provided by other API provide ```python Python -from vocode import RimeVoiceParams, VoiceType +from vocode import RimeVoiceParams rime_voice = RimeVoiceParams( - type=VoiceType.VOICE_RIME, + type="voice_rime", speaker="RIME_SPEAKER", ) voice = vocode_client.voices.create_voice(request=rime_voice) ``` ```javascript TypeScript -import { VoiceType } from "@vocode/vocode-api/api"; - const rimeVoice = { - type: VoiceType.VoiceRime, + type: "voice_rime", voiceId: "RIME_SPEAKER", }; const number = await vocode.voices.createVoice(rimeVoice); @@ -84,10 +82,10 @@ const number = await vocode.voices.createVoice(rimeVoice); ```python Python -from vocode import PlayHtVoiceParams, VoiceType +from vocode import PlayHtVoiceParams play_ht_voice = PlayHtVoiceParams( - type=VoiceType.VOICE_PLAY_HT, + type="voice_play_ht", voice_id="PLAY_HT_VOICE_ID", api_user_id="PLAY_HT_USER_ID", api_key="PLAY_HT_API_KEY", @@ -96,10 +94,8 @@ voice = vocode_client.voices.create_voice(request=play_ht_voice) ``` ```javascript TypeScript -import { VoiceType } from "@vocode/vocode-api/api"; - const playHtVoice = { - type: VoiceType.VoicePlayHt, + type: "voice_play_ht", voiceId: "PLAY_HT_VOICE_ID", apiUserId: "PLAY_HT_USER_ID", apiKey: "PLAY_HT_API_KEY, @@ -117,10 +113,10 @@ we'll create a new voice config and set the agent to use it. ```python Python -from vocode import ElevenLabsVoiceParams, VoiceType +from vocode import ElevenLabsVoiceParams elevenlabs_voice = ElevenLabsVoiceParams( - type=VoiceType.VOICE_ELEVEN_LABS, + type="voice_eleven_labs", voice_id="ELEVEN_LABS_VOICE_ID", api_key="ELEVEN_LABS_API_KEY", ) @@ -128,10 +124,8 @@ voice = vocode_client.voices.create_voice(request=elevenlabs_voice) ``` ```javascript TypeScript -import { VoiceType } from "@vocode/vocode-api/api"; - const elevenlabsVoice = { - type: VoiceType.VoiceElevenLabs, + type: "voice_eleven_labs", voiceId: "ELEVEN_LABS_VOICE_ID", apiKey: "ELEVEN_LABS_API_KEY", }; diff --git a/docs/mint.json b/docs/mint.json index 52f85392da..84021ee9ae 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -142,10 +142,6 @@ "api-reference/webhooks/update-webhook" ] }, - { - "group": "Schemas", - "pages": ["api-reference/schemas/action-type"] - }, { "group": "Hosted Walkthrough", "pages": [ diff --git a/docs/openapi.json b/docs/openapi.json index 4a2b4e4761..608d25b0d2 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1,5 +1,5 @@ { - "openapi": "3.0.2", + "openapi": "3.1.0", "info": { "title": "Vocode Hosted API", "description": "\n Vocode's Hosted API helps you automate phone calls in minutes. 🚀\n\n ## Numbers\n\n You can buy phone lines and place agents on them.\n\n ## Calls\n\n You can start, end, and get information about calls.\n ", @@ -10,11 +10,8 @@ "servers": [ { "url": "https://api.vocode.dev", - "description": "Production environment" - }, - { - "url": "https://staging.vocode.dev", - "description": "Staging environment" + "description": "Production environment", + "x-fern-server-name": "Production" } ], "paths": { @@ -23,18 +20,34 @@ "tags": ["numbers"], "summary": "List Numbers", "operationId": "list_numbers", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response List Numbers V1 Numbers List Get", - "type": "array", - "items": { - "$ref": "#/components/schemas/NormalizedPhoneNumber" - } - } + "schema": { "$ref": "#/components/schemas/PhoneNumberPage" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } @@ -42,7 +55,7 @@ "security": [{ "HTTPBearer": [] }] } }, - "/v1/numbers/": { + "/v1/numbers": { "get": { "tags": ["numbers"], "summary": "Get Number", @@ -50,7 +63,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Phone Number", "type": "string" }, + "schema": { "type": "string", "title": "Phone Number" }, "name": "phone_number", "in": "query" } @@ -102,7 +115,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Phone Number", "type": "string" }, + "schema": { "type": "string", "title": "Phone Number" }, "name": "phone_number", "in": "query" } @@ -144,7 +157,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Phone Number", "type": "string" }, + "schema": { "type": "string", "title": "Phone Number" }, "name": "phone_number", "in": "query" } @@ -175,16 +188,34 @@ "tags": ["calls"], "summary": "List Calls", "operationId": "list_calls", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response List Calls V1 Calls List Get", - "type": "array", - "items": { "$ref": "#/components/schemas/NormalizedCall" } - } + "schema": { "$ref": "#/components/schemas/CallPage" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } @@ -192,7 +223,7 @@ "security": [{ "HTTPBearer": [] }] } }, - "/v1/calls/": { + "/v1/calls": { "get": { "tags": ["calls"], "summary": "Get Call", @@ -200,7 +231,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -234,7 +265,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -297,12 +328,12 @@ "/v1/calls/recording": { "get": { "tags": ["calls"], - "summary": "Recording", - "operationId": "recording", + "summary": "Get Recording", + "operationId": "get_recording", "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string" }, + "schema": { "type": "string", "title": "Id" }, "name": "id", "in": "query" } @@ -324,7 +355,7 @@ "security": [{ "HTTPBearer": [] }] } }, - "/v1/usage/": { + "/v1/usage": { "get": { "tags": ["usage"], "summary": "Get Usage", @@ -342,7 +373,7 @@ "security": [{ "HTTPBearer": [] }] } }, - "/v1/actions/": { + "/v1/actions": { "get": { "tags": ["actions"], "summary": "Get Action", @@ -350,7 +381,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -360,14 +391,7 @@ "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response Get Action V1 Actions Get", - "anyOf": [ - { "$ref": "#/components/schemas/TransferCallAction" }, - { "$ref": "#/components/schemas/EndConversationAction" }, - { "$ref": "#/components/schemas/DTMFAction" } - ] - } + "schema": { "$ref": "#/components/schemas/ActionResponseModel" } } } }, @@ -388,22 +412,34 @@ "tags": ["actions"], "summary": "List Actions", "operationId": "list_actions", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response List Actions V1 Actions List Get", - "type": "array", - "items": { - "anyOf": [ - { "$ref": "#/components/schemas/TransferCallAction" }, - { "$ref": "#/components/schemas/EndConversationAction" }, - { "$ref": "#/components/schemas/DTMFAction" } - ] - } - } + "schema": { "$ref": "#/components/schemas/ActionPage" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } @@ -419,16 +455,7 @@ "requestBody": { "content": { "application/json": { - "schema": { - "title": "Params", - "anyOf": [ - { "$ref": "#/components/schemas/TransferCallActionParams" }, - { - "$ref": "#/components/schemas/EndConversationActionParams" - }, - { "$ref": "#/components/schemas/DTMFActionParams" } - ] - } + "schema": { "$ref": "#/components/schemas/ActionParamsRequest" } } }, "required": true @@ -438,14 +465,7 @@ "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response Create Action V1 Actions Create Post", - "anyOf": [ - { "$ref": "#/components/schemas/TransferCallAction" }, - { "$ref": "#/components/schemas/EndConversationAction" }, - { "$ref": "#/components/schemas/DTMFAction" } - ] - } + "schema": { "$ref": "#/components/schemas/ActionResponseModel" } } } }, @@ -469,7 +489,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -478,16 +498,7 @@ "content": { "application/json": { "schema": { - "title": "Update Params", - "anyOf": [ - { - "$ref": "#/components/schemas/TransferCallActionUpdateParams" - }, - { - "$ref": "#/components/schemas/EndConversationActionUpdateParams" - }, - { "$ref": "#/components/schemas/DTMFActionUpdateParams" } - ] + "$ref": "#/components/schemas/ActionUpdateParamsRequest" } } }, @@ -498,14 +509,7 @@ "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response Update Action V1 Actions Update Post", - "anyOf": [ - { "$ref": "#/components/schemas/TransferCallAction" }, - { "$ref": "#/components/schemas/EndConversationAction" }, - { "$ref": "#/components/schemas/DTMFAction" } - ] - } + "schema": { "$ref": "#/components/schemas/ActionResponseModel" } } } }, @@ -521,7 +525,7 @@ "security": [{ "HTTPBearer": [] }] } }, - "/v1/agents/": { + "/v1/agents": { "get": { "tags": ["agents"], "summary": "Get Agent", @@ -529,7 +533,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -560,16 +564,34 @@ "tags": ["agents"], "summary": "List Agents", "operationId": "list_agents", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response List Agents V1 Agents List Get", - "type": "array", - "items": { "$ref": "#/components/schemas/NormalizedAgent" } - } + "schema": { "$ref": "#/components/schemas/AgentPage" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } @@ -619,7 +641,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -653,7 +675,7 @@ "security": [{ "HTTPBearer": [] }] } }, - "/v1/voices/": { + "/v1/voices": { "get": { "tags": ["voices"], "summary": "Get Voice", @@ -661,7 +683,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -671,14 +693,7 @@ "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response Get Voice V1 Voices Get", - "anyOf": [ - { "$ref": "#/components/schemas/AzureVoice" }, - { "$ref": "#/components/schemas/RimeVoice" }, - { "$ref": "#/components/schemas/ElevenLabsVoice" } - ] - } + "schema": { "$ref": "#/components/schemas/VoiceResponseModel" } } } }, @@ -699,22 +714,34 @@ "tags": ["voices"], "summary": "List Voices", "operationId": "list_voices", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response List Voices V1 Voices List Get", - "type": "array", - "items": { - "anyOf": [ - { "$ref": "#/components/schemas/AzureVoice" }, - { "$ref": "#/components/schemas/RimeVoice" }, - { "$ref": "#/components/schemas/ElevenLabsVoice" } - ] - } - } + "schema": { "$ref": "#/components/schemas/VoicePage" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } @@ -730,14 +757,7 @@ "requestBody": { "content": { "application/json": { - "schema": { - "title": "Params", - "anyOf": [ - { "$ref": "#/components/schemas/AzureVoiceParams" }, - { "$ref": "#/components/schemas/RimeVoiceParams" }, - { "$ref": "#/components/schemas/ElevenLabsVoiceParams" } - ] - } + "schema": { "$ref": "#/components/schemas/VoiceParamsRequest" } } }, "required": true @@ -747,14 +767,7 @@ "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response Create Voice V1 Voices Create Post", - "anyOf": [ - { "$ref": "#/components/schemas/AzureVoice" }, - { "$ref": "#/components/schemas/RimeVoice" }, - { "$ref": "#/components/schemas/ElevenLabsVoice" } - ] - } + "schema": { "$ref": "#/components/schemas/VoiceResponseModel" } } } }, @@ -778,7 +791,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -787,12 +800,7 @@ "content": { "application/json": { "schema": { - "title": "Update Params", - "anyOf": [ - { "$ref": "#/components/schemas/AzureVoiceUpdateParams" }, - { "$ref": "#/components/schemas/RimeVoiceUpdateParams" }, - { "$ref": "#/components/schemas/ElevenLabsVoiceUpdateParams" } - ] + "$ref": "#/components/schemas/VoiceUpdateParamsRequest" } } }, @@ -803,14 +811,7 @@ "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response Update Voice V1 Voices Update Post", - "anyOf": [ - { "$ref": "#/components/schemas/AzureVoice" }, - { "$ref": "#/components/schemas/RimeVoice" }, - { "$ref": "#/components/schemas/ElevenLabsVoice" } - ] - } + "schema": { "$ref": "#/components/schemas/VoiceResponseModel" } } } }, @@ -826,7 +827,7 @@ "security": [{ "HTTPBearer": [] }] } }, - "/v1/webhooks/": { + "/v1/webhooks": { "get": { "tags": ["webhooks"], "summary": "Get Webhook", @@ -834,7 +835,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -865,16 +866,34 @@ "tags": ["webhooks"], "summary": "List Webhooks", "operationId": "list_webhooks", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], "responses": { "200": { "description": "Successful Response", "content": { "application/json": { - "schema": { - "title": "Response List Webhooks V1 Webhooks List Get", - "type": "array", - "items": { "$ref": "#/components/schemas/Webhook" } - } + "schema": { "$ref": "#/components/schemas/WebhookPage" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } } } } @@ -924,7 +943,7 @@ "parameters": [ { "required": true, - "schema": { "title": "Id", "type": "string", "format": "uuid" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -961,393 +980,713 @@ }, "components": { "schemas": { - "ActionType": { - "title": "ActionType", - "enum": [ - "action_end_conversation", - "action_dtmf", - "action_transfer_call" + "ActionPage": { + "properties": { + "items": { + "items": { + "oneOf": [ + { "$ref": "#/components/schemas/TransferCallAction" }, + { "$ref": "#/components/schemas/EndConversationAction" }, + { "$ref": "#/components/schemas/DTMFAction" } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_transfer_call": "#/components/schemas/TransferCallAction", + "action_end_conversation": "#/components/schemas/EndConversationAction", + "action_dtmf": "#/components/schemas/DTMFAction" + } + } + }, + "type": "array", + "title": "Items" + }, + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, + "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "ActionPage" + }, + "ActionParamsRequest": { + "oneOf": [ + { "$ref": "#/components/schemas/TransferCallActionParams" }, + { "$ref": "#/components/schemas/EndConversationActionParams" }, + { "$ref": "#/components/schemas/DTMFActionParams" } ], - "type": "string", - "description": "An enumeration." + "title": "ActionParamsRequest", + "discriminator": { + "propertyName": "type", + "mapping": { + "action_transfer_call": "#/components/schemas/TransferCallActionParams", + "action_end_conversation": "#/components/schemas/EndConversationActionParams", + "action_dtmf": "#/components/schemas/DTMFActionParams" + } + } + }, + "ActionResponseModel": { + "oneOf": [ + { "$ref": "#/components/schemas/TransferCallAction" }, + { "$ref": "#/components/schemas/EndConversationAction" }, + { "$ref": "#/components/schemas/DTMFAction" } + ], + "title": "ActionResponseModel", + "discriminator": { + "propertyName": "type", + "mapping": { + "action_transfer_call": "#/components/schemas/TransferCallAction", + "action_end_conversation": "#/components/schemas/EndConversationAction", + "action_dtmf": "#/components/schemas/DTMFAction" + } + } + }, + "ActionUpdateParamsRequest": { + "oneOf": [ + { "$ref": "#/components/schemas/TransferCallActionUpdateParams" }, + { "$ref": "#/components/schemas/EndConversationActionUpdateParams" }, + { "$ref": "#/components/schemas/DTMFActionUpdateParams" } + ], + "title": "ActionUpdateParamsRequest", + "discriminator": { + "propertyName": "type", + "mapping": { + "action_transfer_call": "#/components/schemas/TransferCallActionUpdateParams", + "action_end_conversation": "#/components/schemas/EndConversationActionUpdateParams", + "action_dtmf": "#/components/schemas/DTMFActionUpdateParams" + } + } }, "Agent": { - "title": "Agent", - "required": ["id", "user_id", "prompt", "actions", "voice"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, - "prompt": { "title": "Prompt", "type": "string" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "prompt": { "type": "string", "title": "Prompt" }, + "language": { + "allOf": [{ "$ref": "#/components/schemas/Language" }], + "default": "en" + }, "actions": { - "title": "Actions", - "type": "array", "items": { - "anyOf": [ + "oneOf": [ { "$ref": "#/components/schemas/TransferCallAction" }, { "$ref": "#/components/schemas/EndConversationAction" }, { "$ref": "#/components/schemas/DTMFAction" } - ] - } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_transfer_call": "#/components/schemas/TransferCallAction", + "action_end_conversation": "#/components/schemas/EndConversationAction", + "action_dtmf": "#/components/schemas/DTMFAction" + } + } + }, + "type": "array", + "title": "Actions" }, "voice": { - "title": "Voice", - "anyOf": [ + "oneOf": [ { "$ref": "#/components/schemas/AzureVoice" }, { "$ref": "#/components/schemas/RimeVoice" }, - { "$ref": "#/components/schemas/ElevenLabsVoice" } - ] + { "$ref": "#/components/schemas/ElevenLabsVoice" }, + { "$ref": "#/components/schemas/PlayHtVoice" } + ], + "title": "Voice", + "discriminator": { + "propertyName": "type", + "mapping": { + "voice_azure": "#/components/schemas/AzureVoice", + "voice_rime": "#/components/schemas/RimeVoice", + "voice_eleven_labs": "#/components/schemas/ElevenLabsVoice", + "voice_play_ht": "#/components/schemas/PlayHtVoice" + } + } }, - "initial_message": { "title": "Initial Message", "type": "string" }, - "webhook": { "$ref": "#/components/schemas/Webhook" } - } + "initial_message": { "type": "string", "title": "Initial Message" }, + "webhook": { "$ref": "#/components/schemas/Webhook" }, + "vector_database": { + "$ref": "#/components/schemas/PineconeVectorDatabase" + }, + "interrupt_sensitivity": { + "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], + "default": "high" + }, + "context_endpoint": { "type": "string", "title": "Context Endpoint" } + }, + "type": "object", + "required": ["id", "user_id", "prompt", "actions", "voice"], + "title": "Agent" }, - "AgentParams": { - "title": "AgentParams", - "required": ["prompt", "voice"], + "AgentPage": { + "properties": { + "items": { + "items": { "$ref": "#/components/schemas/NormalizedAgent" }, + "type": "array", + "title": "Items" + }, + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "AgentPage" + }, + "AgentParams": { "properties": { - "prompt": { "title": "Prompt", "type": "string" }, + "prompt": { "type": "string", "title": "Prompt" }, + "language": { + "allOf": [{ "$ref": "#/components/schemas/Language" }], + "default": "en" + }, "actions": { - "title": "Actions", - "type": "array", "items": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/TransferCallActionParams" }, - { "$ref": "#/components/schemas/EndConversationActionParams" }, - { "$ref": "#/components/schemas/DTMFActionParams" } + { + "oneOf": [ + { "$ref": "#/components/schemas/TransferCallActionParams" }, + { + "$ref": "#/components/schemas/EndConversationActionParams" + }, + { "$ref": "#/components/schemas/DTMFActionParams" } + ] + } ] }, + "type": "array", + "title": "Actions", "default": [] }, "voice": { - "title": "Voice", "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/AzureVoiceParams" }, - { "$ref": "#/components/schemas/RimeVoiceParams" }, - { "$ref": "#/components/schemas/ElevenLabsVoiceParams" } - ] + { + "oneOf": [ + { "$ref": "#/components/schemas/AzureVoiceParams" }, + { "$ref": "#/components/schemas/RimeVoiceParams" }, + { "$ref": "#/components/schemas/ElevenLabsVoiceParams" }, + { "$ref": "#/components/schemas/PlayHtVoiceParams" } + ] + } + ], + "title": "Voice" }, - "initial_message": { "title": "Initial Message", "type": "string" }, + "initial_message": { "type": "string", "title": "Initial Message" }, "webhook": { - "title": "Webhook", "anyOf": [ { "type": "string", "format": "uuid" }, { "$ref": "#/components/schemas/WebhookParams" } - ] - } - } + ], + "title": "Webhook" + }, + "vector_database": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" } + ], + "title": "Vector Database" + }, + "interrupt_sensitivity": { + "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], + "default": "high" + }, + "context_endpoint": { "type": "string", "title": "Context Endpoint" } + }, + "type": "object", + "required": ["prompt", "voice"], + "title": "AgentParams" }, "AgentUpdateParams": { - "title": "AgentUpdateParams", - "type": "object", "properties": { "prompt": { - "title": "Prompt", "anyOf": [ { "type": "string" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Prompt" + }, + "language": { + "anyOf": [ + { "$ref": "#/components/schemas/Language" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Language" }, "actions": { - "title": "Actions", "anyOf": [ { - "type": "array", "items": { "anyOf": [ { "type": "string", "format": "uuid" }, { - "$ref": "#/components/schemas/TransferCallActionUpdateParams" - }, - { - "$ref": "#/components/schemas/EndConversationActionUpdateParams" - }, - { "$ref": "#/components/schemas/DTMFActionUpdateParams" } + "oneOf": [ + { + "$ref": "#/components/schemas/TransferCallActionUpdateParams" + }, + { + "$ref": "#/components/schemas/EndConversationActionUpdateParams" + }, + { + "$ref": "#/components/schemas/DTMFActionUpdateParams" + } + ] + } ] - } + }, + "type": "array" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Actions" }, "voice": { - "title": "Voice", "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/AzureVoiceUpdateParams" }, - { "$ref": "#/components/schemas/RimeVoiceUpdateParams" }, - { "$ref": "#/components/schemas/ElevenLabsVoiceUpdateParams" }, + { + "oneOf": [ + { "$ref": "#/components/schemas/AzureVoiceUpdateParams" }, + { "$ref": "#/components/schemas/RimeVoiceUpdateParams" }, + { + "$ref": "#/components/schemas/ElevenLabsVoiceUpdateParams" + }, + { "$ref": "#/components/schemas/PlayHtVoiceUpdateParams" } + ] + }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Voice" }, "initial_message": { - "title": "Initial Message", "anyOf": [ { "type": "string" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Initial Message" }, "webhook": { - "title": "Webhook", "anyOf": [ { "type": "string", "format": "uuid" }, { "$ref": "#/components/schemas/WebhookUpdateParams" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Webhook" + }, + "vector_database": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { + "$ref": "#/components/schemas/PineconeVectorDatabaseUpdateParams" + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Vector Database" + }, + "interrupt_sensitivity": { + "anyOf": [ + { "$ref": "#/components/schemas/InterruptSensitivity" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Interrupt Sensitivity" + }, + "context_endpoint": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Context Endpoint" } - } + }, + "type": "object", + "title": "AgentUpdateParams" }, "AzureVoice": { - "title": "AzureVoice", - "required": ["id", "user_id", "voice_name"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "type": { - "allOf": [{ "$ref": "#/components/schemas/VoiceType" }], - "default": "voice_azure" + "type": "string", + "enum": ["voice_azure"], + "title": "Type" }, - "voice_name": { "title": "Voice Name", "type": "string" }, - "pitch": { "title": "Pitch", "type": "integer", "default": 0 }, - "rate": { "title": "Rate", "type": "integer", "default": 15 } - } + "voice_name": { "type": "string", "title": "Voice Name" }, + "pitch": { "type": "integer", "title": "Pitch", "default": 0 }, + "rate": { "type": "integer", "title": "Rate", "default": 15 } + }, + "type": "object", + "required": ["id", "user_id", "type", "voice_name"], + "title": "AzureVoice" }, "AzureVoiceParams": { - "title": "AzureVoiceParams", - "required": ["type", "voice_name"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/VoiceType" }, - "voice_name": { "title": "Voice Name", "type": "string" }, - "pitch": { "title": "Pitch", "type": "integer", "default": 0 }, - "rate": { "title": "Rate", "type": "integer", "default": 15 } - } + "type": { + "type": "string", + "enum": ["voice_azure"], + "title": "Type" + }, + "voice_name": { "type": "string", "title": "Voice Name" }, + "pitch": { "type": "integer", "title": "Pitch", "default": 0 }, + "rate": { "type": "integer", "title": "Rate", "default": 15 } + }, + "type": "object", + "required": ["type", "voice_name"], + "title": "AzureVoiceParams" }, "AzureVoiceUpdateParams": { - "title": "AzureVoiceUpdateParams", - "required": ["type"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/VoiceType" }, + "type": { + "type": "string", + "enum": ["voice_azure"], + "title": "Type" + }, "voice_name": { - "title": "Voice Name", "anyOf": [ { "type": "string" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Voice Name" }, "pitch": { - "title": "Pitch", "anyOf": [ { "type": "integer" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Pitch" }, "rate": { - "title": "Rate", "anyOf": [ { "type": "integer" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Rate" } - } + }, + "type": "object", + "required": ["type"], + "title": "AzureVoiceUpdateParams" }, "Call": { - "title": "Call", - "required": ["id", "user_id", "to_number", "from_number", "agent"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "status": { "allOf": [{ "$ref": "#/components/schemas/CallStatus" }], "default": "not_started" }, - "error_message": { "title": "Error Message", "type": "string" }, + "error_message": { "type": "string", "title": "Error Message" }, "recording_available": { - "title": "Recording Available", "type": "boolean", + "title": "Recording Available", "default": false }, - "transcript": { "title": "Transcript", "type": "string" }, - "to_number": { "title": "To Number", "type": "string" }, - "from_number": { "title": "From Number", "type": "string" }, - "agent": { "$ref": "#/components/schemas/Agent" } - } + "transcript": { "type": "string", "title": "Transcript" }, + "to_number": { "type": "string", "title": "To Number" }, + "from_number": { "type": "string", "title": "From Number" }, + "agent": { "$ref": "#/components/schemas/Agent" }, + "agent_phone_number": { + "type": "string", + "title": "Agent Phone Number" + }, + "start_time": { + "type": "string", + "format": "date-time", + "title": "Start Time" + }, + "end_time": { + "type": "string", + "format": "date-time", + "title": "End Time" + } + }, + "type": "object", + "required": [ + "id", + "user_id", + "to_number", + "from_number", + "agent", + "agent_phone_number" + ], + "title": "Call" + }, + "CallPage": { + "properties": { + "items": { + "items": { "$ref": "#/components/schemas/NormalizedCall" }, + "type": "array", + "title": "Items" + }, + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, + "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "CallPage" }, "CallStatus": { - "title": "CallStatus", - "enum": ["not_started", "in_progress", "error", "ended"], "type": "string", + "enum": ["not_started", "in_progress", "error", "ended"], + "title": "CallStatus", "description": "An enumeration." }, - "CreateCallRequest": { - "title": "CreateCallRequest", - "required": ["from_number", "to_number", "agent"], + "CreateCallAgentParams": { + "properties": { + "prompt": { "type": "string", "title": "Prompt" }, + "language": { + "allOf": [{ "$ref": "#/components/schemas/Language" }], + "default": "en" + }, + "actions": { + "items": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { + "oneOf": [ + { "$ref": "#/components/schemas/TransferCallActionParams" }, + { + "$ref": "#/components/schemas/EndConversationActionParams" + }, + { "$ref": "#/components/schemas/DTMFActionParams" } + ] + } + ] + }, + "type": "array", + "title": "Actions", + "default": [] + }, + "voice": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { + "oneOf": [ + { "$ref": "#/components/schemas/AzureVoiceParams" }, + { "$ref": "#/components/schemas/RimeVoiceParams" }, + { "$ref": "#/components/schemas/ElevenLabsVoiceParams" }, + { "$ref": "#/components/schemas/PlayHtVoiceParams" } + ] + } + ], + "title": "Voice" + }, + "initial_message": { "type": "string", "title": "Initial Message" }, + "webhook": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/WebhookParams" } + ], + "title": "Webhook" + }, + "vector_database": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" } + ], + "title": "Vector Database" + }, + "interrupt_sensitivity": { + "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], + "default": "high" + }, + "context_endpoint": { "type": "string", "title": "Context Endpoint" } + }, "type": "object", + "required": ["prompt"], + "title": "CreateCallAgentParams" + }, + "CreateCallRequest": { "properties": { - "from_number": { "title": "From Number", "type": "string" }, - "to_number": { "title": "To Number", "type": "string" }, + "from_number": { "type": "string", "title": "From Number" }, + "to_number": { "type": "string", "title": "To Number" }, "agent": { - "title": "Agent", "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/AgentParams" } - ] + { "$ref": "#/components/schemas/CreateCallAgentParams" } + ], + "title": "Agent" } - } + }, + "type": "object", + "required": ["from_number", "to_number", "agent"], + "title": "CreateCallRequest" }, "DTMFAction": { - "title": "DTMFAction", - "required": ["id", "user_id"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "type": { - "allOf": [{ "$ref": "#/components/schemas/ActionType" }], - "default": "action_dtmf" + "type": "string", + "enum": ["action_dtmf"], + "title": "Type" }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" } - } + }, + "type": "object", + "required": ["id", "user_id", "type"], + "title": "DTMFAction" }, "DTMFActionParams": { - "title": "DTMFActionParams", - "required": ["type"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/ActionType" }, + "type": { + "type": "string", + "enum": ["action_dtmf"], + "title": "Type" + }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" } - } + }, + "type": "object", + "required": ["type"], + "title": "DTMFActionParams" }, "DTMFActionUpdateParams": { - "title": "DTMFActionUpdateParams", - "required": ["type"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/ActionType" }, + "type": { + "type": "string", + "enum": ["action_dtmf"], + "title": "Type" + }, "config": { - "title": "Config", "anyOf": [ { "$ref": "#/components/schemas/EmptyActionConfig" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Config" } - } + }, + "type": "object", + "required": ["type"], + "title": "DTMFActionUpdateParams" }, "ElevenLabsVoice": { - "title": "ElevenLabsVoice", - "required": ["id", "user_id", "voice_id", "api_key"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "type": { - "allOf": [{ "$ref": "#/components/schemas/VoiceType" }], - "default": "voice_eleven_labs" + "type": "string", + "enum": ["voice_eleven_labs"], + "title": "Type" }, - "voice_id": { "title": "Voice Id", "type": "string" }, - "stability": { "title": "Stability", "type": "number" }, - "similarity_boost": { "title": "Similarity Boost", "type": "number" }, - "api_key": { "title": "Api Key", "type": "string" } - } + "voice_id": { "type": "string", "title": "Voice Id" }, + "stability": { "type": "number", "title": "Stability" }, + "similarity_boost": { "type": "number", "title": "Similarity Boost" }, + "api_key": { "type": "string", "title": "Api Key" } + }, + "type": "object", + "required": ["id", "user_id", "type", "voice_id", "api_key"], + "title": "ElevenLabsVoice" }, "ElevenLabsVoiceParams": { - "title": "ElevenLabsVoiceParams", - "required": ["type", "voice_id", "api_key"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/VoiceType" }, - "voice_id": { "title": "Voice Id", "type": "string" }, - "stability": { "title": "Stability", "type": "number" }, - "similarity_boost": { "title": "Similarity Boost", "type": "number" }, - "api_key": { "title": "Api Key", "type": "string" } - } + "type": { + "type": "string", + "enum": ["voice_eleven_labs"], + "title": "Type" + }, + "voice_id": { "type": "string", "title": "Voice Id" }, + "stability": { "type": "number", "title": "Stability" }, + "similarity_boost": { "type": "number", "title": "Similarity Boost" }, + "api_key": { "type": "string", "title": "Api Key" } + }, + "type": "object", + "required": ["type", "voice_id", "api_key"], + "title": "ElevenLabsVoiceParams" }, "ElevenLabsVoiceUpdateParams": { - "title": "ElevenLabsVoiceUpdateParams", - "required": ["type"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/VoiceType" }, + "type": { + "type": "string", + "enum": ["voice_eleven_labs"], + "title": "Type" + }, "voice_id": { - "title": "Voice Id", "anyOf": [ { "type": "string" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Voice Id" }, "stability": { - "title": "Stability", "anyOf": [ { "type": "number" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Stability" }, "similarity_boost": { - "title": "Similarity Boost", "anyOf": [ { "type": "number" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Similarity Boost" }, "api_key": { - "title": "Api Key", "anyOf": [ { "type": "string" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Api Key" } - } + }, + "type": "object", + "required": ["type"], + "title": "ElevenLabsVoiceUpdateParams" }, "EmptyActionConfig": { - "title": "EmptyActionConfig", + "properties": {}, "type": "object", - "properties": {} + "title": "EmptyActionConfig" }, "EndConversationAction": { - "title": "EndConversationAction", - "required": ["id", "user_id"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "type": { - "allOf": [{ "$ref": "#/components/schemas/ActionType" }], - "default": "action_end_conversation" + "type": "string", + "enum": ["action_end_conversation"], + "title": "Type" }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" } - } + }, + "type": "object", + "required": ["id", "user_id", "type"], + "title": "EndConversationAction" }, "EndConversationActionParams": { - "title": "EndConversationActionParams", - "required": ["type"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/ActionType" }, + "type": { + "type": "string", + "enum": ["action_end_conversation"], + "title": "Type" + }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" } - } + }, + "type": "object", + "required": ["type"], + "title": "EndConversationActionParams" }, "EndConversationActionUpdateParams": { - "title": "EndConversationActionUpdateParams", - "required": ["type"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/ActionType" }, + "type": { + "type": "string", + "enum": ["action_end_conversation"], + "title": "Type" + }, "config": { - "title": "Config", "anyOf": [ { "$ref": "#/components/schemas/EmptyActionConfig" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Config" } - } + }, + "type": "object", + "required": ["type"], + "title": "EndConversationActionUpdateParams" }, "EventType": { - "title": "EventType", + "type": "string", "enum": [ "event_message", "event_action", @@ -1356,310 +1695,622 @@ "event_transcript", "event_recording" ], - "type": "string", + "title": "EventType", "description": "An enumeration." }, "HTTPMethod": { - "title": "HTTPMethod", - "enum": ["GET", "POST"], "type": "string", + "enum": ["GET", "POST"], + "title": "HTTPMethod", "description": "An enumeration." }, "HTTPValidationError": { - "title": "HTTPValidationError", - "type": "object", "properties": { "detail": { - "title": "Detail", + "items": { "$ref": "#/components/schemas/ValidationError" }, "type": "array", - "items": { "$ref": "#/components/schemas/ValidationError" } + "title": "Detail" } - } + }, + "type": "object", + "title": "HTTPValidationError" + }, + "InterruptSensitivity": { + "type": "string", + "enum": ["low", "high"], + "title": "InterruptSensitivity", + "description": "An enumeration." + }, + "Language": { + "type": "string", + "enum": ["en", "es", "de"], + "title": "Language", + "description": "An enumeration." }, "NormalizedAgent": { - "title": "NormalizedAgent", - "required": ["id", "user_id", "prompt", "actions", "voice"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, - "prompt": { "title": "Prompt", "type": "string" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "prompt": { "type": "string", "title": "Prompt" }, + "language": { + "allOf": [{ "$ref": "#/components/schemas/Language" }], + "default": "en" + }, "actions": { - "title": "Actions", + "items": { "type": "string", "format": "uuid" }, "type": "array", - "items": { "type": "string", "format": "uuid" } + "title": "Actions" }, - "voice": { "title": "Voice", "type": "string", "format": "uuid" }, - "initial_message": { "title": "Initial Message", "type": "string" }, - "webhook": { "title": "Webhook", "type": "string", "format": "uuid" } - } + "voice": { "type": "string", "format": "uuid", "title": "Voice" }, + "initial_message": { "type": "string", "title": "Initial Message" }, + "webhook": { "type": "string", "format": "uuid", "title": "Webhook" }, + "vector_database": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" } + ], + "title": "Vector Database" + }, + "interrupt_sensitivity": { + "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], + "default": "high" + }, + "context_endpoint": { "type": "string", "title": "Context Endpoint" } + }, + "type": "object", + "required": ["id", "user_id", "prompt", "actions", "voice"], + "title": "NormalizedAgent" }, "NormalizedCall": { - "title": "NormalizedCall", - "required": ["id", "user_id", "to_number", "from_number", "agent"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "status": { "allOf": [{ "$ref": "#/components/schemas/CallStatus" }], "default": "not_started" }, - "error_message": { "title": "Error Message", "type": "string" }, + "error_message": { "type": "string", "title": "Error Message" }, "recording_available": { - "title": "Recording Available", "type": "boolean", + "title": "Recording Available", "default": false }, - "transcript": { "title": "Transcript", "type": "string" }, - "to_number": { "title": "To Number", "type": "string" }, - "from_number": { "title": "From Number", "type": "string" }, - "agent": { "title": "Agent", "type": "string", "format": "uuid" } - } + "transcript": { "type": "string", "title": "Transcript" }, + "to_number": { "type": "string", "title": "To Number" }, + "from_number": { "type": "string", "title": "From Number" }, + "agent": { "type": "string", "format": "uuid", "title": "Agent" }, + "agent_phone_number": { + "type": "string", + "title": "Agent Phone Number" + }, + "start_time": { + "type": "string", + "format": "date-time", + "title": "Start Time" + }, + "end_time": { + "type": "string", + "format": "date-time", + "title": "End Time" + } + }, + "type": "object", + "required": [ + "id", + "user_id", + "to_number", + "from_number", + "agent", + "agent_phone_number" + ], + "title": "NormalizedCall" }, "NormalizedPhoneNumber": { - "title": "NormalizedPhoneNumber", - "required": ["id", "user_id", "inbound_agent", "number"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, - "active": { "title": "Active", "type": "boolean", "default": true }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "active": { "type": "boolean", "title": "Active", "default": true }, + "label": { "type": "string", "title": "Label", "default": "" }, "inbound_agent": { - "title": "Inbound Agent", "type": "string", - "format": "uuid" + "format": "uuid", + "title": "Inbound Agent" }, - "number": { "title": "Number", "type": "string" } - } + "number": { "type": "string", "title": "Number" } + }, + "type": "object", + "required": ["id", "user_id", "inbound_agent", "number"], + "title": "NormalizedPhoneNumber" }, "PhoneNumber": { - "title": "PhoneNumber", + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "active": { "type": "boolean", "title": "Active", "default": true }, + "label": { "type": "string", "title": "Label", "default": "" }, + "inbound_agent": { "$ref": "#/components/schemas/Agent" }, + "number": { "type": "string", "title": "Number" } + }, + "type": "object", "required": ["id", "user_id", "inbound_agent", "number"], + "title": "PhoneNumber" + }, + "PhoneNumberPage": { + "properties": { + "items": { + "items": { "$ref": "#/components/schemas/NormalizedPhoneNumber" }, + "type": "array", + "title": "Items" + }, + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "PhoneNumberPage" + }, + "PineconeVectorDatabase": { "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, - "active": { "title": "Active", "type": "boolean", "default": true }, - "inbound_agent": { "$ref": "#/components/schemas/Agent" }, - "number": { "title": "Number", "type": "string" } - } + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { + "type": "string", + "enum": ["vector_database_pinecone"], + "title": "Type" + }, + "index": { "type": "string", "title": "Index" }, + "api_key": { "type": "string", "title": "Api Key" }, + "api_environment": { "type": "string", "title": "Api Environment" } + }, + "type": "object", + "required": [ + "id", + "user_id", + "type", + "index", + "api_key", + "api_environment" + ], + "title": "PineconeVectorDatabase" + }, + "PineconeVectorDatabaseParams": { + "properties": { + "type": { + "type": "string", + "enum": ["vector_database_pinecone"], + "title": "Type" + }, + "index": { "type": "string", "title": "Index" }, + "api_key": { "type": "string", "title": "Api Key" }, + "api_environment": { "type": "string", "title": "Api Environment" } + }, + "type": "object", + "required": ["type", "index", "api_key", "api_environment"], + "title": "PineconeVectorDatabaseParams" + }, + "PineconeVectorDatabaseUpdateParams": { + "properties": { + "type": { + "type": "string", + "enum": ["vector_database_pinecone"], + "title": "Type" + }, + "index": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Index" + }, + "api_key": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Api Key" + }, + "api_environment": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Api Environment" + } + }, + "type": "object", + "required": ["type"], + "title": "PineconeVectorDatabaseUpdateParams" }, "PlanType": { - "title": "PlanType", - "enum": ["free", "developer", "enterprise"], "type": "string", + "enum": ["plan_free", "plan_developer", "plan_enterprise"], + "title": "PlanType", "description": "An enumeration." }, - "RimeVoice": { - "title": "RimeVoice", - "required": ["id", "user_id", "speaker"], + "PlayHtVoice": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { + "type": "string", + "enum": ["voice_play_ht"], + "title": "Type" + }, + "voice_id": { "type": "string", "title": "Voice Id" }, + "api_user_id": { "type": "string", "title": "Api User Id" }, + "api_key": { "type": "string", "title": "Api Key" } + }, "type": "object", + "required": [ + "id", + "user_id", + "type", + "voice_id", + "api_user_id", + "api_key" + ], + "title": "PlayHtVoice" + }, + "PlayHtVoiceParams": { "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, "type": { - "allOf": [{ "$ref": "#/components/schemas/VoiceType" }], - "default": "voice_rime" + "type": "string", + "enum": ["voice_play_ht"], + "title": "Type" }, - "speaker": { "title": "Speaker", "type": "string" } - } + "voice_id": { "type": "string", "title": "Voice Id" }, + "api_user_id": { "type": "string", "title": "Api User Id" }, + "api_key": { "type": "string", "title": "Api Key" } + }, + "type": "object", + "required": ["type", "voice_id", "api_user_id", "api_key"], + "title": "PlayHtVoiceParams" }, - "RimeVoiceParams": { - "title": "RimeVoiceParams", - "required": ["type", "speaker"], + "PlayHtVoiceUpdateParams": { + "properties": { + "type": { + "type": "string", + "enum": ["voice_play_ht"], + "title": "Type" + }, + "voice_id": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Voice Id" + }, + "api_user_id": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Api User Id" + }, + "api_key": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Api Key" + } + }, "type": "object", + "required": ["type"], + "title": "PlayHtVoiceUpdateParams" + }, + "RimeVoice": { "properties": { - "type": { "$ref": "#/components/schemas/VoiceType" }, - "speaker": { "title": "Speaker", "type": "string" } - } + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, + "speaker": { "type": "string", "title": "Speaker" } + }, + "type": "object", + "required": ["id", "user_id", "type", "speaker"], + "title": "RimeVoice" }, - "RimeVoiceUpdateParams": { - "title": "RimeVoiceUpdateParams", - "required": ["type"], + "RimeVoiceParams": { + "properties": { + "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, + "speaker": { "type": "string", "title": "Speaker" } + }, "type": "object", + "required": ["type", "speaker"], + "title": "RimeVoiceParams" + }, + "RimeVoiceUpdateParams": { "properties": { - "type": { "$ref": "#/components/schemas/VoiceType" }, + "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, "speaker": { - "title": "Speaker", "anyOf": [ { "type": "string" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Speaker" } - } + }, + "type": "object", + "required": ["type"], + "title": "RimeVoiceUpdateParams" }, "TransferCallAction": { - "title": "TransferCallAction", - "required": ["id", "user_id", "config"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "type": { - "allOf": [{ "$ref": "#/components/schemas/ActionType" }], - "default": "action_transfer_call" + "type": "string", + "enum": ["action_transfer_call"], + "title": "Type" }, "config": { "$ref": "#/components/schemas/TransferCallConfig" } - } + }, + "type": "object", + "required": ["id", "user_id", "type", "config"], + "title": "TransferCallAction" }, "TransferCallActionParams": { - "title": "TransferCallActionParams", - "required": ["type", "config"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/ActionType" }, + "type": { + "type": "string", + "enum": ["action_transfer_call"], + "title": "Type" + }, "config": { "$ref": "#/components/schemas/TransferCallConfig" } - } + }, + "type": "object", + "required": ["type", "config"], + "title": "TransferCallActionParams" }, "TransferCallActionUpdateParams": { - "title": "TransferCallActionUpdateParams", - "required": ["type"], - "type": "object", "properties": { - "type": { "$ref": "#/components/schemas/ActionType" }, + "type": { + "type": "string", + "enum": ["action_transfer_call"], + "title": "Type" + }, "config": { - "title": "Config", "anyOf": [ { "$ref": "#/components/schemas/TransferCallConfig" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Config" } - } + }, + "type": "object", + "required": ["type"], + "title": "TransferCallActionUpdateParams" }, "TransferCallConfig": { - "title": "TransferCallConfig", - "required": ["phone_number"], - "type": "object", "properties": { - "phone_number": { "title": "Phone Number", "type": "string" } - } + "phone_number": { "type": "string", "title": "Phone Number" } + }, + "type": "object", + "required": ["phone_number"], + "title": "TransferCallConfig" }, - "Undefined": { "title": "Undefined", "type": "object", "properties": {} }, + "Undefined": { "properties": {}, "type": "object", "title": "Undefined" }, "UpdateNumberRequest": { - "title": "UpdateNumberRequest", - "required": ["inbound_agent"], - "type": "object", "properties": { + "label": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Label" + }, "inbound_agent": { - "title": "Inbound Agent", "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/AgentUpdateParams" } - ] + { "$ref": "#/components/schemas/AgentUpdateParams" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Inbound Agent" } - } + }, + "type": "object", + "title": "UpdateNumberRequest" }, "Usage": { - "title": "Usage", - "required": [ - "user_id", - "plan_type", - "monthly_usage_minutes", - "monthly_usage_limit_minutes" - ], - "type": "object", "properties": { - "user_id": { "title": "User Id", "type": "string" }, + "user_id": { "type": "string", "title": "User Id" }, "plan_type": { "$ref": "#/components/schemas/PlanType" }, "monthly_usage_minutes": { - "title": "Monthly Usage Minutes", - "type": "integer" + "type": "integer", + "title": "Monthly Usage Minutes" }, "monthly_usage_limit_minutes": { - "title": "Monthly Usage Limit Minutes", - "type": "integer" + "type": "integer", + "title": "Monthly Usage Limit Minutes" } - } + }, + "type": "object", + "required": [ + "user_id", + "plan_type", + "monthly_usage_minutes", + "monthly_usage_limit_minutes" + ], + "title": "Usage" }, "ValidationError": { - "title": "ValidationError", - "required": ["loc", "msg", "type"], - "type": "object", "properties": { "loc": { - "title": "Location", + "items": { "anyOf": [{ "type": "string" }, { "type": "integer" }] }, + "type": "array", + "title": "Location" + }, + "msg": { "type": "string", "title": "Message" }, + "type": { "type": "string", "title": "Error Type" } + }, + "type": "object", + "required": ["loc", "msg", "type"], + "title": "ValidationError" + }, + "VoicePage": { + "properties": { + "items": { + "items": { + "oneOf": [ + { "$ref": "#/components/schemas/AzureVoice" }, + { "$ref": "#/components/schemas/RimeVoice" }, + { "$ref": "#/components/schemas/ElevenLabsVoice" }, + { "$ref": "#/components/schemas/PlayHtVoice" } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "voice_azure": "#/components/schemas/AzureVoice", + "voice_rime": "#/components/schemas/RimeVoice", + "voice_eleven_labs": "#/components/schemas/ElevenLabsVoice", + "voice_play_ht": "#/components/schemas/PlayHtVoice" + } + } + }, "type": "array", - "items": { "anyOf": [{ "type": "string" }, { "type": "integer" }] } + "title": "Items" }, - "msg": { "title": "Message", "type": "string" }, - "type": { "title": "Error Type", "type": "string" } + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, + "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "VoicePage" + }, + "VoiceParamsRequest": { + "oneOf": [ + { "$ref": "#/components/schemas/AzureVoiceParams" }, + { "$ref": "#/components/schemas/RimeVoiceParams" }, + { "$ref": "#/components/schemas/ElevenLabsVoiceParams" }, + { "$ref": "#/components/schemas/PlayHtVoiceParams" } + ], + "title": "VoiceParamsRequest", + "discriminator": { + "propertyName": "type", + "mapping": { + "voice_azure": "#/components/schemas/AzureVoiceParams", + "voice_rime": "#/components/schemas/RimeVoiceParams", + "voice_eleven_labs": "#/components/schemas/ElevenLabsVoiceParams", + "voice_play_ht": "#/components/schemas/PlayHtVoiceParams" + } } }, - "VoiceType": { - "title": "VoiceType", - "enum": [ - "voice_base", - "voice_azure", - "voice_rime", - "voice_eleven_labs" + "VoiceResponseModel": { + "oneOf": [ + { "$ref": "#/components/schemas/AzureVoice" }, + { "$ref": "#/components/schemas/RimeVoice" }, + { "$ref": "#/components/schemas/ElevenLabsVoice" }, + { "$ref": "#/components/schemas/PlayHtVoice" } ], - "type": "string", - "description": "An enumeration." + "title": "VoiceResponseModel", + "discriminator": { + "propertyName": "type", + "mapping": { + "voice_azure": "#/components/schemas/AzureVoice", + "voice_rime": "#/components/schemas/RimeVoice", + "voice_eleven_labs": "#/components/schemas/ElevenLabsVoice", + "voice_play_ht": "#/components/schemas/PlayHtVoice" + } + } + }, + "VoiceUpdateParamsRequest": { + "oneOf": [ + { "$ref": "#/components/schemas/AzureVoiceUpdateParams" }, + { "$ref": "#/components/schemas/RimeVoiceUpdateParams" }, + { "$ref": "#/components/schemas/ElevenLabsVoiceUpdateParams" }, + { "$ref": "#/components/schemas/PlayHtVoiceUpdateParams" } + ], + "title": "VoiceUpdateParamsRequest", + "discriminator": { + "propertyName": "type", + "mapping": { + "voice_azure": "#/components/schemas/AzureVoiceUpdateParams", + "voice_rime": "#/components/schemas/RimeVoiceUpdateParams", + "voice_eleven_labs": "#/components/schemas/ElevenLabsVoiceUpdateParams", + "voice_play_ht": "#/components/schemas/PlayHtVoiceUpdateParams" + } + } }, "Webhook": { - "title": "Webhook", - "required": ["id", "user_id", "subscriptions", "url"], - "type": "object", "properties": { - "id": { "title": "Id", "type": "string", "format": "uuid" }, - "user_id": { "title": "User Id", "type": "string", "format": "uuid" }, + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "subscriptions": { - "type": "array", - "items": { "$ref": "#/components/schemas/EventType" } + "items": { "$ref": "#/components/schemas/EventType" }, + "type": "array" }, - "url": { "title": "Url", "type": "string" }, + "url": { "type": "string", "title": "Url" }, "method": { "allOf": [{ "$ref": "#/components/schemas/HTTPMethod" }], "default": "POST" } - } + }, + "type": "object", + "required": ["id", "user_id", "subscriptions", "url"], + "title": "Webhook" }, - "WebhookParams": { - "title": "WebhookParams", - "required": ["subscriptions", "url"], + "WebhookPage": { + "properties": { + "items": { + "items": { "$ref": "#/components/schemas/Webhook" }, + "type": "array", + "title": "Items" + }, + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "WebhookPage" + }, + "WebhookParams": { "properties": { "subscriptions": { - "type": "array", - "items": { "$ref": "#/components/schemas/EventType" } + "items": { "$ref": "#/components/schemas/EventType" }, + "type": "array" }, - "url": { "title": "Url", "type": "string" }, + "url": { "type": "string", "title": "Url" }, "method": { "allOf": [{ "$ref": "#/components/schemas/HTTPMethod" }], "default": "POST" } - } + }, + "type": "object", + "required": ["subscriptions", "url"], + "title": "WebhookParams" }, "WebhookUpdateParams": { - "title": "WebhookUpdateParams", - "type": "object", "properties": { "subscriptions": { - "title": "Subscriptions", "anyOf": [ { - "type": "array", - "items": { "$ref": "#/components/schemas/EventType" } + "items": { "$ref": "#/components/schemas/EventType" }, + "type": "array" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Subscriptions" }, "url": { - "title": "Url", "anyOf": [ { "type": "string" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Url" }, "method": { - "title": "Method", "anyOf": [ { "$ref": "#/components/schemas/HTTPMethod" }, { "$ref": "#/components/schemas/Undefined" } - ] + ], + "title": "Method" } - } + }, + "type": "object", + "title": "WebhookUpdateParams" } }, "securitySchemes": { "HTTPBearer": { "type": "http", "scheme": "bearer" } } diff --git a/docs/using-actions.mdx b/docs/using-actions.mdx index 606a0798c8..b4a74b34db 100644 --- a/docs/using-actions.mdx +++ b/docs/using-actions.mdx @@ -12,7 +12,7 @@ Agents on phone calls can take three actions: ```python Python vocode_client.actions.create_action( request=CreateActionRequest( - type=ActionType.ACTION_END_CONVERSATION + type="action_end_conversation", ) ) ``` @@ -42,7 +42,7 @@ curl --request POST \ ```python Python vocode_client.actions.create_action( request=CreateActionRequest( - type=ActionType.ACTION_DTMF + type="action_dtmf", ) ) ``` @@ -72,7 +72,7 @@ curl --request POST \ ```python Python vocode_client.actions.create_action( request=CreateActionRequest( - type=ActionType.ACTION_TRANSFER_CALL, + type="action_transfer_call", config=TransferCallActionUpdateParamsConfig( phone_number="11234567890" ) @@ -149,7 +149,7 @@ vocode_client.numbers.update_number( phone_number="11234567890", inbound_agent=UpdateNumberRequestInboundAgent( actions=[TransferCallActionUpdateParams( - type=ActionType.ACTION_TRANSFER_CALL, + type="action_transfer_call", config=TransferCallActionUpdateParamsConfig( phone_number="11234567890" ) From 0b212673746e0ef82a3a29674e8562a3e191302f Mon Sep 17 00:00:00 2001 From: Kian Hooshmand Date: Sat, 26 Aug 2023 00:15:32 -0700 Subject: [PATCH 010/148] update openapi docs and configure number (#378) * update openapi docs and configure number * bump with prompts and actually correct docs * mintlify generate * updates sidebar * vector DB docs --------- Co-authored-by: Ajay Raj --- docs/api-reference/actions/get-action.mdx | 2 +- docs/api-reference/agents/get-agent.mdx | 2 +- docs/api-reference/calls/get-call.mdx | 2 +- docs/api-reference/calls/get-recording.mdx | 3 + docs/api-reference/numbers/get-number.mdx | 2 +- docs/api-reference/prompts/create-prompt.mdx | 3 + docs/api-reference/prompts/get-prompt.mdx | 3 + docs/api-reference/prompts/list-prompts.mdx | 3 + docs/api-reference/prompts/update-prompt.mdx | 3 + docs/api-reference/usage/get-usage.mdx | 2 +- .../create-vector-database.mdx | 3 + .../vector_databases/get-vector-database.mdx | 3 + .../list-vector-databases.mdx | 3 + .../update-vector-database.mdx | 3 + docs/api-reference/voices/get-voice.mdx | 2 +- docs/api-reference/webhooks/get-webhook.mdx | 2 +- docs/configuring-number.mdx | 6 +- docs/mint.json | 21 +- docs/openapi.json | 444 +++++++++++++++++- 19 files changed, 496 insertions(+), 16 deletions(-) create mode 100644 docs/api-reference/calls/get-recording.mdx create mode 100644 docs/api-reference/prompts/create-prompt.mdx create mode 100644 docs/api-reference/prompts/get-prompt.mdx create mode 100644 docs/api-reference/prompts/list-prompts.mdx create mode 100644 docs/api-reference/prompts/update-prompt.mdx create mode 100644 docs/api-reference/vector_databases/create-vector-database.mdx create mode 100644 docs/api-reference/vector_databases/get-vector-database.mdx create mode 100644 docs/api-reference/vector_databases/list-vector-databases.mdx create mode 100644 docs/api-reference/vector_databases/update-vector-database.mdx diff --git a/docs/api-reference/actions/get-action.mdx b/docs/api-reference/actions/get-action.mdx index 76e95b3f56..3c178ab0a3 100644 --- a/docs/api-reference/actions/get-action.mdx +++ b/docs/api-reference/actions/get-action.mdx @@ -1,3 +1,3 @@ --- openapi: get /v1/actions ---- +--- \ No newline at end of file diff --git a/docs/api-reference/agents/get-agent.mdx b/docs/api-reference/agents/get-agent.mdx index 01787c1cce..430a296e1f 100644 --- a/docs/api-reference/agents/get-agent.mdx +++ b/docs/api-reference/agents/get-agent.mdx @@ -1,3 +1,3 @@ --- openapi: get /v1/agents ---- +--- \ No newline at end of file diff --git a/docs/api-reference/calls/get-call.mdx b/docs/api-reference/calls/get-call.mdx index 575834b26c..ed1f7574ec 100644 --- a/docs/api-reference/calls/get-call.mdx +++ b/docs/api-reference/calls/get-call.mdx @@ -1,3 +1,3 @@ --- openapi: get /v1/calls ---- +--- \ No newline at end of file diff --git a/docs/api-reference/calls/get-recording.mdx b/docs/api-reference/calls/get-recording.mdx new file mode 100644 index 0000000000..ec63124904 --- /dev/null +++ b/docs/api-reference/calls/get-recording.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/calls/recording +--- \ No newline at end of file diff --git a/docs/api-reference/numbers/get-number.mdx b/docs/api-reference/numbers/get-number.mdx index d2d2d7e8ea..f42acde938 100644 --- a/docs/api-reference/numbers/get-number.mdx +++ b/docs/api-reference/numbers/get-number.mdx @@ -1,3 +1,3 @@ --- openapi: get /v1/numbers ---- +--- \ No newline at end of file diff --git a/docs/api-reference/prompts/create-prompt.mdx b/docs/api-reference/prompts/create-prompt.mdx new file mode 100644 index 0000000000..921410a464 --- /dev/null +++ b/docs/api-reference/prompts/create-prompt.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/prompts/create +--- \ No newline at end of file diff --git a/docs/api-reference/prompts/get-prompt.mdx b/docs/api-reference/prompts/get-prompt.mdx new file mode 100644 index 0000000000..1029de9255 --- /dev/null +++ b/docs/api-reference/prompts/get-prompt.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/prompts +--- \ No newline at end of file diff --git a/docs/api-reference/prompts/list-prompts.mdx b/docs/api-reference/prompts/list-prompts.mdx new file mode 100644 index 0000000000..14c35f5572 --- /dev/null +++ b/docs/api-reference/prompts/list-prompts.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/prompts/list +--- \ No newline at end of file diff --git a/docs/api-reference/prompts/update-prompt.mdx b/docs/api-reference/prompts/update-prompt.mdx new file mode 100644 index 0000000000..67cc952d2a --- /dev/null +++ b/docs/api-reference/prompts/update-prompt.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/prompts/update +--- \ No newline at end of file diff --git a/docs/api-reference/usage/get-usage.mdx b/docs/api-reference/usage/get-usage.mdx index 7a7d8d33c6..a07bc068d6 100644 --- a/docs/api-reference/usage/get-usage.mdx +++ b/docs/api-reference/usage/get-usage.mdx @@ -1,3 +1,3 @@ --- openapi: get /v1/usage ---- +--- \ No newline at end of file diff --git a/docs/api-reference/vector_databases/create-vector-database.mdx b/docs/api-reference/vector_databases/create-vector-database.mdx new file mode 100644 index 0000000000..0c718b4bb7 --- /dev/null +++ b/docs/api-reference/vector_databases/create-vector-database.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/vector_databases/create +--- \ No newline at end of file diff --git a/docs/api-reference/vector_databases/get-vector-database.mdx b/docs/api-reference/vector_databases/get-vector-database.mdx new file mode 100644 index 0000000000..366104a3e2 --- /dev/null +++ b/docs/api-reference/vector_databases/get-vector-database.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/vector_databases +--- \ No newline at end of file diff --git a/docs/api-reference/vector_databases/list-vector-databases.mdx b/docs/api-reference/vector_databases/list-vector-databases.mdx new file mode 100644 index 0000000000..27c7325a8a --- /dev/null +++ b/docs/api-reference/vector_databases/list-vector-databases.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/vector_databases/list +--- \ No newline at end of file diff --git a/docs/api-reference/vector_databases/update-vector-database.mdx b/docs/api-reference/vector_databases/update-vector-database.mdx new file mode 100644 index 0000000000..503cebafa4 --- /dev/null +++ b/docs/api-reference/vector_databases/update-vector-database.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/vector_databases/update +--- \ No newline at end of file diff --git a/docs/api-reference/voices/get-voice.mdx b/docs/api-reference/voices/get-voice.mdx index dd86432856..a336ca114e 100644 --- a/docs/api-reference/voices/get-voice.mdx +++ b/docs/api-reference/voices/get-voice.mdx @@ -1,3 +1,3 @@ --- openapi: get /v1/voices ---- +--- \ No newline at end of file diff --git a/docs/api-reference/webhooks/get-webhook.mdx b/docs/api-reference/webhooks/get-webhook.mdx index f25d185ab2..9df28e4b8a 100644 --- a/docs/api-reference/webhooks/get-webhook.mdx +++ b/docs/api-reference/webhooks/get-webhook.mdx @@ -1,3 +1,3 @@ --- openapi: get /v1/webhooks ---- +--- \ No newline at end of file diff --git a/docs/configuring-number.mdx b/docs/configuring-number.mdx index 96e9690a2c..d357d70008 100644 --- a/docs/configuring-number.mdx +++ b/docs/configuring-number.mdx @@ -31,9 +31,9 @@ prompt so the AI responds like Yoda. ```python Python -from vocode import AgentUpdateParams +from vocode import AgentUpdateParams, PromptUpdateParams -yoda_prompt = "I want you to act as Yoda. Respond as Yoda would." +yoda_prompt = PromptUpdateParams(content="I want you to act as Yoda. Respond as Yoda would.") number = vocode_client.numbers.update_number( phone_number="YOUR_NUMBER", inbound_agent=AgentUpdateParams(prompt=yoda_prompt) ) @@ -43,7 +43,7 @@ number = vocode_client.numbers.update_number( const yoda_prompt = "I want you to act as Yoda. Respond as Yoda would."; const number = await vocode.numbers.updateNumber({ phoneNumber: "YOUR_NUMBER", - inboundAgent: { prompt: yoda_prompt }, + inboundAgent: { prompt: { content: yoda_prompt } }, }); ``` diff --git a/docs/mint.json b/docs/mint.json index 84021ee9ae..a380f55bba 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -99,7 +99,8 @@ "api-reference/calls/list-calls", "api-reference/calls/get-call", "api-reference/calls/end-call", - "api-reference/calls/create-call" + "api-reference/calls/create-call", + "api-reference/calls/get-recording" ] }, { @@ -124,6 +125,24 @@ "api-reference/agents/update-agent" ] }, + { + "group": "Prompts", + "pages": [ + "api-reference/prompts/get-prompt", + "api-reference/prompts/list-prompts", + "api-reference/prompts/create-prompt", + "api-reference/prompts/update-prompt" + ] + }, + { + "group": "Vector Databases", + "pages": [ + "api-reference/vector_database/get-prompt", + "api-reference/vector_database/list-prompts", + "api-reference/vector_database/create-prompt", + "api-reference/vector_database/update-prompt" + ] + }, { "group": "Voices", "pages": [ diff --git a/docs/openapi.json b/docs/openapi.json index 608d25b0d2..25f3001b47 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -976,6 +976,316 @@ }, "security": [{ "HTTPBearer": [] }] } + }, + "/v1/prompts": { + "get": { + "tags": ["prompts"], + "summary": "Get Prompt", + "operationId": "get_prompt", + "parameters": [ + { + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Prompt" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/prompts/list": { + "get": { + "tags": ["prompts"], + "summary": "List Prompts", + "operationId": "list_prompts", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/PromptPage" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/prompts/create": { + "post": { + "tags": ["prompts"], + "summary": "Create Prompt", + "operationId": "create_prompt", + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/PromptParams" } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Prompt" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/prompts/update": { + "post": { + "tags": ["prompts"], + "summary": "Update Prompt", + "operationId": "update_prompt", + "parameters": [ + { + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/PromptUpdateParams" } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/Prompt" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/vector_databases": { + "get": { + "tags": ["vector_databases"], + "summary": "Get Vector Database", + "operationId": "get_vector_database", + "parameters": [ + { + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/PineconeVectorDatabase" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/vector_databases/list": { + "get": { + "tags": ["vector_databases"], + "summary": "List Vector Databases", + "operationId": "list_vector_databases", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/VectorDatabasePage" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/vector_databases/create": { + "post": { + "tags": ["vector_databases"], + "summary": "Create Vector Database", + "operationId": "create_vector_database", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/PineconeVectorDatabaseParams" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/PineconeVectorDatabase" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/vector_databases/update": { + "post": { + "tags": ["vector_databases"], + "summary": "Update Vector Database", + "operationId": "update_vector_database", + "parameters": [ + { + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/PineconeVectorDatabaseUpdateParams" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/PineconeVectorDatabase" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } } }, "components": { @@ -1061,7 +1371,7 @@ "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, - "prompt": { "type": "string", "title": "Prompt" }, + "prompt": { "$ref": "#/components/schemas/Prompt" }, "language": { "allOf": [{ "$ref": "#/components/schemas/Language" }], "default": "en" @@ -1135,7 +1445,13 @@ }, "AgentParams": { "properties": { - "prompt": { "type": "string", "title": "Prompt" }, + "prompt": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PromptParams" } + ], + "title": "Prompt" + }, "language": { "allOf": [{ "$ref": "#/components/schemas/Language" }], "default": "en" @@ -1202,7 +1518,8 @@ "properties": { "prompt": { "anyOf": [ - { "type": "string" }, + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PromptUpdateParams" }, { "$ref": "#/components/schemas/Undefined" } ], "title": "Prompt" @@ -1431,9 +1748,30 @@ "title": "CallStatus", "description": "An enumeration." }, + "CollectField": { + "properties": { + "field_type": { + "type": "string", + "enum": ["field_type_email", "field_type_address"], + "title": "Field Type" + }, + "label": { "type": "string", "title": "Label" }, + "name": { "type": "string", "title": "Name" }, + "description": { "type": "string", "title": "Description" } + }, + "type": "object", + "required": ["field_type", "label", "name"], + "title": "CollectField" + }, "CreateCallAgentParams": { "properties": { - "prompt": { "type": "string", "title": "Prompt" }, + "prompt": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PromptParams" } + ], + "title": "Prompt" + }, "language": { "allOf": [{ "$ref": "#/components/schemas/Language" }], "default": "en" @@ -1731,7 +2069,13 @@ "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, - "prompt": { "type": "string", "title": "Prompt" }, + "prompt": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PromptParams" } + ], + "title": "Prompt" + }, "language": { "allOf": [{ "$ref": "#/components/schemas/Language" }], "default": "en" @@ -2000,6 +2344,81 @@ "required": ["type"], "title": "PlayHtVoiceUpdateParams" }, + "Prompt": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "content": { "type": "string", "title": "Content" }, + "collect_fields": { + "items": { "$ref": "#/components/schemas/CollectField" }, + "type": "array", + "title": "Collect Fields" + }, + "context_endpoint": { "type": "string", "title": "Context Endpoint" } + }, + "type": "object", + "required": ["id", "user_id", "content"], + "title": "Prompt" + }, + "PromptPage": { + "properties": { + "items": { + "items": { "$ref": "#/components/schemas/Prompt" }, + "type": "array", + "title": "Items" + }, + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, + "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "PromptPage" + }, + "PromptParams": { + "properties": { + "content": { "type": "string", "title": "Content" }, + "collect_fields": { + "items": { "$ref": "#/components/schemas/CollectField" }, + "type": "array", + "title": "Collect Fields" + }, + "context_endpoint": { "type": "string", "title": "Context Endpoint" } + }, + "type": "object", + "required": ["content"], + "title": "PromptParams" + }, + "PromptUpdateParams": { + "properties": { + "content": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Content" + }, + "collect_fields": { + "anyOf": [ + { + "items": { "$ref": "#/components/schemas/CollectField" }, + "type": "array" + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Collect Fields" + }, + "context_endpoint": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Context Endpoint" + } + }, + "type": "object", + "title": "PromptUpdateParams" + }, "RimeVoice": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -2148,6 +2567,21 @@ "required": ["loc", "msg", "type"], "title": "ValidationError" }, + "VectorDatabasePage": { + "properties": { + "items": { + "items": { "$ref": "#/components/schemas/PineconeVectorDatabase" }, + "type": "array", + "title": "Items" + }, + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, + "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "VectorDatabasePage" + }, "VoicePage": { "properties": { "items": { From 2060680b4bfca961046983fe136842a5af77e151 Mon Sep 17 00:00:00 2001 From: Kian Hooshmand Date: Sat, 26 Aug 2023 00:50:05 -0700 Subject: [PATCH 011/148] fix naming (#379) --- docs/mint.json | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/mint.json b/docs/mint.json index a380f55bba..e865da2cfc 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -137,10 +137,10 @@ { "group": "Vector Databases", "pages": [ - "api-reference/vector_database/get-prompt", - "api-reference/vector_database/list-prompts", - "api-reference/vector_database/create-prompt", - "api-reference/vector_database/update-prompt" + "api-reference/vector_databases/get-vector-database", + "api-reference/vector_databases/list-vector-databases", + "api-reference/vector_databases/create-vector-database", + "api-reference/vector_databases/update-vector-database" ] }, { From 02ba7ab7ee73d6acb5bbd70fdc1421a1edda6253 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 28 Aug 2023 12:01:26 -0700 Subject: [PATCH 012/148] - move experimental_streaming to base_synthesizer (#380) - onboard play.ht --- vocode/streaming/models/synthesizer.py | 1 + .../streaming/synthesizer/base_synthesizer.py | 52 +++++++++++++++++++ .../synthesizer/eleven_labs_synthesizer.py | 49 +---------------- .../synthesizer/play_ht_synthesizer.py | 20 +++++-- 4 files changed, 70 insertions(+), 52 deletions(-) diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index c5b09de7e9..4d46b5a6c7 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -171,6 +171,7 @@ class PlayHtSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.PLAY_HT.va seed: Optional[int] = None temperature: Optional[int] = None voice_id: str = PLAYHT_DEFAULT_VOICE_ID + experimental_streaming: bool = False class CoquiTTSSynthesizerConfig( diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index 763b770622..912315a1b0 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -1,3 +1,4 @@ +import asyncio import os from typing import ( Any, @@ -7,7 +8,9 @@ Generic, List, Optional, + Tuple, TypeVar, + Union, ) import math import io @@ -16,10 +19,12 @@ from nltk.tokenize import word_tokenize from nltk.tokenize.treebank import TreebankWordDetokenizer from opentelemetry import trace +from opentelemetry.trace import Span from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment from vocode.streaming.models.agent import FillerAudioConfig from vocode.streaming.models.message import BaseMessage +from vocode.streaming.synthesizer.miniaudio_worker import MiniaudioWorker from vocode.streaming.utils import convert_wav, get_chunk_size_per_second from vocode.streaming.models.audio_encoding import AudioEncoding from vocode.streaming.models.synthesizer import SynthesizerConfig @@ -232,6 +237,53 @@ async def chunk_generator(output_bytes): ), ) + async def experimental_mp3_streaming_output_generator( + self, + response: aiohttp.ClientResponse, + chunk_size: int, + create_speech_span: Optional[Span], + ) -> AsyncGenerator[SynthesisResult.ChunkResult, None]: + miniaudio_worker_input_queue: asyncio.Queue[ + Union[bytes, None] + ] = asyncio.Queue() + miniaudio_worker_output_queue: asyncio.Queue[ + Tuple[bytes, bool] + ] = asyncio.Queue() + miniaudio_worker = MiniaudioWorker( + self.synthesizer_config, + chunk_size, + miniaudio_worker_input_queue, + miniaudio_worker_output_queue, + ) + miniaudio_worker.start() + stream_reader = response.content + + # Create a task to send the mp3 chunks to the MiniaudioWorker's input queue in a separate loop + async def send_chunks(): + async for chunk in stream_reader.iter_any(): + miniaudio_worker.consume_nonblocking(chunk) + miniaudio_worker.consume_nonblocking(None) # sentinel + + try: + asyncio.create_task(send_chunks()) + + # Await the output queue of the MiniaudioWorker and yield the wav chunks in another loop + while True: + # Get the wav chunk and the flag from the output queue of the MiniaudioWorker + wav_chunk, is_last = await miniaudio_worker.output_queue.get() + if self.synthesizer_config.should_encode_as_wav: + wav_chunk = encode_as_wav(wav_chunk, self.synthesizer_config) + + yield SynthesisResult.ChunkResult(wav_chunk, is_last) + # If this is the last chunk, break the loop + if is_last and create_speech_span is not None: + create_speech_span.end() + break + except asyncio.CancelledError: + pass + finally: + miniaudio_worker.terminate() + async def tear_down(self): if self.should_close_session_on_tear_down: await self.aiohttp_session.close() diff --git a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py index 4b693f5419..0b18adad8d 100644 --- a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py +++ b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py @@ -49,53 +49,6 @@ def __init__( self.words_per_minute = 150 self.experimental_streaming = synthesizer_config.experimental_streaming - async def experimental_streaming_output_generator( - self, - response: aiohttp.ClientResponse, - chunk_size: int, - create_speech_span: Optional[Span], - ) -> AsyncGenerator[SynthesisResult.ChunkResult, None]: - miniaudio_worker_input_queue: asyncio.Queue[ - Union[bytes, None] - ] = asyncio.Queue() - miniaudio_worker_output_queue: asyncio.Queue[ - Tuple[bytes, bool] - ] = asyncio.Queue() - miniaudio_worker = MiniaudioWorker( - self.synthesizer_config, - chunk_size, - miniaudio_worker_input_queue, - miniaudio_worker_output_queue, - ) - miniaudio_worker.start() - stream_reader = response.content - - # Create a task to send the mp3 chunks to the MiniaudioWorker's input queue in a separate loop - async def send_chunks(): - async for chunk in stream_reader.iter_any(): - miniaudio_worker.consume_nonblocking(chunk) - miniaudio_worker.consume_nonblocking(None) # sentinel - - try: - asyncio.create_task(send_chunks()) - - # Await the output queue of the MiniaudioWorker and yield the wav chunks in another loop - while True: - # Get the wav chunk and the flag from the output queue of the MiniaudioWorker - wav_chunk, is_last = await miniaudio_worker.output_queue.get() - if self.synthesizer_config.should_encode_as_wav: - wav_chunk = encode_as_wav(wav_chunk, self.synthesizer_config) - - yield SynthesisResult.ChunkResult(wav_chunk, is_last) - # If this is the last chunk, break the loop - if is_last and create_speech_span is not None: - create_speech_span.end() - break - except asyncio.CancelledError: - pass - finally: - miniaudio_worker.terminate() - async def create_speech( self, message: BaseMessage, @@ -139,7 +92,7 @@ async def create_speech( raise Exception(f"ElevenLabs API returned {response.status} status code") if self.experimental_streaming: return SynthesisResult( - self.experimental_streaming_output_generator( + self.experimental_mp3_streaming_output_generator( response, chunk_size, create_speech_span ), # should be wav lambda seconds: self.get_message_cutoff_from_voice_speed( diff --git a/vocode/streaming/synthesizer/play_ht_synthesizer.py b/vocode/streaming/synthesizer/play_ht_synthesizer.py index e4b775720d..58185100d2 100644 --- a/vocode/streaming/synthesizer/play_ht_synthesizer.py +++ b/vocode/streaming/synthesizer/play_ht_synthesizer.py @@ -38,6 +38,8 @@ def __init__( raise ValueError( "You must set the PLAY_HT_API_KEY and PLAY_HT_USER_ID environment variables" ) + self.words_per_minute = 150 + self.experimental_streaming = synthesizer_config.experimental_streaming async def create_speech( self, @@ -67,11 +69,21 @@ async def create_speech( f"synthesizer.{SynthesizerType.PLAY_HT.value.split('_', 1)[-1]}.create_total", ) - async with self.aiohttp_session.post( + response = await self.aiohttp_session.post( TTS_ENDPOINT, headers=headers, json=body, timeout=ClientTimeout(total=15) - ) as response: - if not response.ok: - raise Exception(f"Play.ht API error status code {response.status}") + ) + if not response.ok: + raise Exception(f"Play.ht API error status code {response.status}") + if self.experimental_streaming: + return SynthesisResult( + self.experimental_mp3_streaming_output_generator( + response, chunk_size, create_speech_span + ), # should be wav + lambda seconds: self.get_message_cutoff_from_voice_speed( + message, seconds, self.words_per_minute + ), + ) + else: read_response = await response.read() create_speech_span.end() convert_span = tracer.start_span( From 14ad5740fe6b7965e03075a231f06fb793ab3a20 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 30 Aug 2023 11:15:24 -0700 Subject: [PATCH 013/148] rolling average for deepgram confidences (#374) * rolling average * fix average --- .../transcriber/deepgram_transcriber.py | 20 ++++++++++++++++--- 1 file changed, 17 insertions(+), 3 deletions(-) diff --git a/vocode/streaming/transcriber/deepgram_transcriber.py b/vocode/streaming/transcriber/deepgram_transcriber.py index 2df718ccba..39e7346138 100644 --- a/vocode/streaming/transcriber/deepgram_transcriber.py +++ b/vocode/streaming/transcriber/deepgram_transcriber.py @@ -59,7 +59,7 @@ def __init__( self._ended = False self.is_ready = False self.logger = logger or logging.getLogger(__name__) - self.audio_cursor = 0. + self.audio_cursor = 0.0 async def _run_loop(self): restarts = 0 @@ -168,7 +168,7 @@ def calculate_time_silent(self, data: dict): return data["duration"] async def process(self): - self.audio_cursor = 0. + self.audio_cursor = 0.0 extra_headers = {"Authorization": f"Token {self.api_key}"} async with websockets.connect( @@ -193,6 +193,8 @@ async def sender(ws: WebSocketClientProtocol): # sends audio to websocket async def receiver(ws: WebSocketClientProtocol): buffer = "" + buffer_avg_confidence = 0 + num_buffer_utterances = 1 time_silent = 0 transcript_cursor = 0.0 while not self._ended: @@ -226,14 +228,26 @@ async def receiver(ws: WebSocketClientProtocol): if top_choice["transcript"] and confidence > 0.0 and is_final: buffer = f"{buffer} {top_choice['transcript']}" + if buffer_avg_confidence == 0: + buffer_avg_confidence = confidence + else: + buffer_avg_confidence = ( + buffer_avg_confidence + + confidence / (num_buffer_utterances) + ) * (num_buffer_utterances / (num_buffer_utterances + 1)) + num_buffer_utterances += 1 if speech_final: self.output_queue.put_nowait( Transcription( - message=buffer, confidence=confidence, is_final=True + message=buffer, + confidence=buffer_avg_confidence, + is_final=True, ) ) buffer = "" + buffer_avg_confidence = 0 + num_buffer_utterances = 1 time_silent = 0 elif top_choice["transcript"] and confidence > 0.0: self.output_queue.put_nowait( From d0b5d72d90775b0b011c0c03469d13d5c6426ee3 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 30 Aug 2023 13:39:25 -0700 Subject: [PATCH 014/148] remove time_cutoff requirement from endpointing config (#382) --- vocode/streaming/models/transcriber.py | 2 +- vocode/streaming/transcriber/deepgram_transcriber.py | 12 ++++++------ vocode/streaming/transcriber/rev_ai_transcriber.py | 7 ++++--- 3 files changed, 11 insertions(+), 10 deletions(-) diff --git a/vocode/streaming/models/transcriber.py b/vocode/streaming/models/transcriber.py index 79d8f68071..fb47419a1a 100644 --- a/vocode/streaming/models/transcriber.py +++ b/vocode/streaming/models/transcriber.py @@ -34,7 +34,7 @@ class EndpointingType(str, Enum): class EndpointingConfig(TypedModel, type=EndpointingType.BASE): - time_cutoff_seconds: float + pass class TimeEndpointingConfig(EndpointingConfig, type=EndpointingType.TIME_BASED): diff --git a/vocode/streaming/transcriber/deepgram_transcriber.py b/vocode/streaming/transcriber/deepgram_transcriber.py index 39e7346138..ce91ec2900 100644 --- a/vocode/streaming/transcriber/deepgram_transcriber.py +++ b/vocode/streaming/transcriber/deepgram_transcriber.py @@ -17,6 +17,8 @@ DeepgramTranscriberConfig, EndpointingConfig, EndpointingType, + PunctuationEndpointingConfig, + TimeEndpointingConfig, ) from vocode.streaming.models.audio_encoding import AudioEncoding @@ -131,9 +133,8 @@ def is_speech_final( # if it is not time based, then return true if speech is final and there is a transcript if not self.transcriber_config.endpointing_config: return transcript and deepgram_response["speech_final"] - elif ( - self.transcriber_config.endpointing_config.type - == EndpointingType.TIME_BASED + elif isinstance( + self.transcriber_config.endpointing_config, TimeEndpointingConfig ): # if it is time based, then return true if there is no transcript # and there is some speech to send @@ -144,9 +145,8 @@ def is_speech_final( and (time_silent + deepgram_response["duration"]) > self.transcriber_config.endpointing_config.time_cutoff_seconds ) - elif ( - self.transcriber_config.endpointing_config.type - == EndpointingType.PUNCTUATION_BASED + elif isinstance( + self.transcriber_config.endpointing_config, PunctuationEndpointingConfig ): return ( transcript diff --git a/vocode/streaming/transcriber/rev_ai_transcriber.py b/vocode/streaming/transcriber/rev_ai_transcriber.py index 03974139d6..075ddf6334 100644 --- a/vocode/streaming/transcriber/rev_ai_transcriber.py +++ b/vocode/streaming/transcriber/rev_ai_transcriber.py @@ -14,6 +14,7 @@ from vocode.streaming.models.transcriber import ( RevAITranscriberConfig, EndpointingType, + TimeEndpointingConfig, ) @@ -103,9 +104,9 @@ async def receiver(ws: WebSocketClientProtocol): if ( (len(buffer) > 0) and (self.transcriber_config.endpointing_config) - and ( - self.transcriber_config.endpointing_config.type - == EndpointingType.TIME_BASED + and isinstance( + self.transcriber_config.endpointing_config, + TimeEndpointingConfig, ) and ( getSeconds() From a5e23a1eeab7c4a367275ac21b051ef30a5df0d6 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 30 Aug 2023 15:28:22 -0700 Subject: [PATCH 015/148] fix context endpoint docs --- docs/injecting-context.mdx | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/docs/injecting-context.mdx b/docs/injecting-context.mdx index 8ae811d8c4..4390c1116c 100644 --- a/docs/injecting-context.mdx +++ b/docs/injecting-context.mdx @@ -42,15 +42,18 @@ from fastapi import FastAPI app = FastAPI() @app.get("/my-context-endpoint") -def endpoint(request: Request): - if req.body.phone_number == "123": +def endpoint(phone_number: str): + if phone_number == "123": return {"name": "Kian"} - elif req.body.phone_number == "456": + elif phone_number == "456": return {"name": "Ajay"} else: return {} ``` +This sets up a route at `http://localhost:8000/my-context-endpoint` that accepts `phone_number` as a URL param, i.e. +`http://localhost:8000/my-context-endpoint?phone_number=15555555555`. + Now, when either Kian or Ajay call the bot – the prompt will reflect the name of the person the bot is talking to! From 682dfeba96054ffba688638cedca0ccc48726f11 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Sat, 2 Sep 2023 10:30:10 -0700 Subject: [PATCH 016/148] adds kwargs + overrideable event_url (#383) --- vocode/streaming/telephony/client/vonage_client.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/vocode/streaming/telephony/client/vonage_client.py b/vocode/streaming/telephony/client/vonage_client.py index 66fec2a8ef..d7582a149d 100644 --- a/vocode/streaming/telephony/client/vonage_client.py +++ b/vocode/streaming/telephony/client/vonage_client.py @@ -29,7 +29,13 @@ def get_telephony_config(self): return self.vonage_config async def create_vonage_call( - self, to_phone: str, from_phone: str, ncco: str, digits: Optional[str] = None + self, + to_phone: str, + from_phone: str, + ncco: str, + digits: Optional[str] = None, + event_urls: List[str] = [], + **kwargs, ) -> str: # returns the Vonage UUID aiohttp_session = self.maybe_aiohttp_session or aiohttp.ClientSession() vonage_call_uuid: str @@ -39,6 +45,8 @@ async def create_vonage_call( "to": [{"type": "phone", "number": to_phone, "dtmfAnswer": digits}], "from": {"type": "phone", "number": from_phone}, "ncco": ncco, + "event_url": event_urls, + **kwargs, }, headers={ "Authorization": f"Bearer {self.client._generate_application_jwt().decode()}" From c31cddfa361ba4f0e65d36e761f0ef2c5deed8ef Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 5 Sep 2023 12:00:53 -0700 Subject: [PATCH 017/148] deprecate old hosted service (#384) * deprecate old hosted service - docs: remove hosted quickstarts + remove gen-Z phone number - remove hosted quickstarts / references in code * update readme --- README.md | 5 +- docs/open-source/python-quickstart.mdx | 8 +- docs/open-source/react-quickstart.mdx | 71 +------ docs/open-source/telephony.mdx | 181 +----------------- docs/welcome.mdx | 8 - quickstarts/hosted/inbound_call_server.py | 15 -- quickstarts/hosted/outbound_call.py | 27 --- quickstarts/hosted/streaming_conversation.py | 48 ----- quickstarts/hosted/zoom_dial_in.py | 35 ---- .../hosted_streaming_conversation.py | 105 ---------- .../streaming/telephony/hosted/exceptions.py | 4 - .../telephony/hosted/inbound_call_server.py | 108 ----------- .../hosted/inbound_call_user_agent_server.py | 45 ----- .../telephony/hosted/outbound_call.py | 86 --------- .../telephony/hosted/zoom_dial_in.py | 65 ------- 15 files changed, 17 insertions(+), 794 deletions(-) delete mode 100644 quickstarts/hosted/inbound_call_server.py delete mode 100644 quickstarts/hosted/outbound_call.py delete mode 100644 quickstarts/hosted/streaming_conversation.py delete mode 100644 quickstarts/hosted/zoom_dial_in.py delete mode 100644 vocode/streaming/hosted_streaming_conversation.py delete mode 100644 vocode/streaming/telephony/hosted/exceptions.py delete mode 100644 vocode/streaming/telephony/hosted/inbound_call_server.py delete mode 100644 vocode/streaming/telephony/hosted/inbound_call_user_agent_server.py delete mode 100644 vocode/streaming/telephony/hosted/outbound_call.py delete mode 100644 vocode/streaming/telephony/hosted/zoom_dial_in.py diff --git a/README.md b/README.md index 45c6ea3b5f..1cc6075a8f 100644 --- a/README.md +++ b/README.md @@ -63,7 +63,7 @@ And check out our [Roadmap](https://github.com/vocodedev/vocode-python/blob/main We'd love to talk to you on [Discord](https://discord.gg/NaU4mMgcnC) about new ideas and contributing! -# 🚀 Quickstart (Self-hosted) +# 🚀 Quickstart ```bash pip install 'vocode' @@ -105,6 +105,7 @@ async def main(): ) = create_streaming_microphone_input_and_speaker_output( use_default_devices=False, logger=logger, + use_blocking_speaker_output=True ) conversation = StreamingConversation( @@ -143,8 +144,6 @@ if __name__ == "__main__": # 📞 Phone call quickstarts - [Telephony Server - Self-hosted](https://docs.vocode.dev/telephony) -- [Inbound calls - Hosted](https://docs.vocode.dev/telephony#inbound-calls) -- [Outbound calls - Hosted](https://docs.vocode.dev/telephony#outbound-calls) # 🌱 Documentation diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx index f42deb8f50..0c2b028bfb 100644 --- a/docs/open-source/python-quickstart.mdx +++ b/docs/open-source/python-quickstart.mdx @@ -28,9 +28,7 @@ microphone_input, speaker_output = create_microphone_input_and_speaker_output( If the default I/O devices are not being set properly, set `use_default_devices` to `False` to select them before kicking off the conversation. -## Self-hosted - -### Environments +## Environments Vocode provides a unified interface across various speech transcription, speech synthesis, and AI/NLU providers. To use these providers with Vocode, you'll need to grab credentials from these providers and set them in the Vocode environment. @@ -47,9 +45,7 @@ vocode.setenv( For AZURE_SPEECH_REGION you should use the URL format. For example, if you're using the "East US" region, the value should be "eastus". See [Azure Region list](https://learn.microsoft.com/en-us/azure/cognitive-services/speech-service/rest-text-to-speech?tabs=streaming#prebuilt-neural-voices). -We also offer a hosted solution where you don't need to worry about getting these credentials — see [below](#hosted). - -### `StreamingConversation` example +## `StreamingConversation` example ```python import asyncio diff --git a/docs/open-source/react-quickstart.mdx b/docs/open-source/react-quickstart.mdx index e1ba12ff53..3be1cf6414 100644 --- a/docs/open-source/react-quickstart.mdx +++ b/docs/open-source/react-quickstart.mdx @@ -13,76 +13,11 @@ Or, start from our [Replit template](https://replit.com/@vocode/Simple-Conversat ## Setting up the conversation -### Hosted - -You'll need to get an API key from our [dashboard](https://app.vocode.dev/) to get started. Similar to the Python Quickstart, we provide a TypeScript interface for the conversation configuration. - -```javascript -import { - AudioDeviceConfig, - ConversationConfig, - ChatGPTAgentConfig, - DeepgramTranscriberConfig, - AzureSynthesizerConfig, - VocodeConfig, -} from "vocode"; - -const transcriberConfig: Omit< - DeepgramTranscriberConfig, - "samplingRate" | "audioEncoding" -> = { - type: "transcriber_deepgram", - chunkSize: 2048, -}; -const agentConfig: ChatGPTAgentConfig = { - type: "agent_chat_gpt", - initialMessage: { - type: "message_base", - text: "Hello!", - }, - promptPreamble: "The AI is having a pleasant conversation about life", -}; -const synthesizerConfig: Omit< - AzureSynthesizerConfig, - "samplingRate" | "audioEncoding" -> = { - type: "synthesizer_azure", - shouldEncodeAsWav: true, -}; -const vocodeConfig: VocodeConfig = { - apiKey: process.env.REACT_APP_VOCODE_API_KEY || "", -}; -const audioDeviceConfig: AudioDeviceConfig = {}; -``` - -#### Running the conversation - -We provide a React hook to facilitate conversations created from the configuration above. - -```javascript -import { useConversation } from "vocode"; - -const { status, start, stop, analyserNode } = useConversation({ - transcriberConfig, - agentConfig, - synthesizerConfig, - vocodeConfig, - audioDeviceConfig, -}); -``` - -- `start` opens the microphone stream and starts sending audio from the conversation to the user -- `stop` closes the microphone and speaker streams -- `status` is an enum that contains the status of the conversation, one of `idle`, `connecting`, `connected`, and `error` -- `analyserNode` is an object (defined by the Web Audio API [here](https://developer.mozilla.org/en-US/docs/Web/API/AnalyserNode)) that allows for audio visualizations based on the audio output of the conversation - -### Self-hosted - Our self-hosted backend allows you to expose a websocket route in the same format that our hosted backend does. This allows you to deploy any agent you'd to into the conversation. To get started, clone the Vocode repo or copy the [client backend app](https://github.com/vocodedev/vocode-python/tree/main/apps/client_backend) directory. -#### Environment +### Environment Copy the `.env.template` and add your API keys. @@ -103,7 +38,7 @@ AZURE_SPEECH_KEY= AZURE_SPEECH_REGION= ``` -#### Running with Docker +### Running with Docker From the `client_backend` directory: @@ -112,7 +47,7 @@ docker build -t vocode-client-backend . docker run --env-file=.env -p 3000:3000 -t vocode-client-backend ``` -#### Running with Python +### Running with Python ``` pip3 install vocode diff --git a/docs/open-source/telephony.mdx b/docs/open-source/telephony.mdx index 67ab18b76b..8a0456e85c 100644 --- a/docs/open-source/telephony.mdx +++ b/docs/open-source/telephony.mdx @@ -10,12 +10,7 @@ can [create their own agents](/create-your-own-agent) and use them to fulfill a variety of use cases like information collection, appointment scheduling, sales, customer support, and more. -In this guide, we'll go over how to do inbound and outbound phone calls both self-hosted -and hosted. - -# Self-hosted - -## Requirements +# Requirements 1. [Ngrok](https://ngrok.com/) (used to host the `TelephonyServer` locally) 2. [ffmpeg](https://ffmpeg.org/) @@ -24,7 +19,7 @@ and hosted. a. If you have Homebrew installed, run `brew install redis` 4. (optional) [Docker](https://www.docker.com/) -## Environments +# Environments 1. Copy the `.env.template` file and fill in the values of your API keys. You'll need to get API keys for: @@ -49,7 +44,7 @@ Copy the URL that is tunneling localhost:3000 to your `.env` without `https://`, BASE_URL=asdf1234.ngrok.app ``` -## Telephony Server +# Telephony Server The `TelephonyServer` is–as implied by the name–a server that is responsible for receiving and making phone calls. @@ -57,11 +52,11 @@ The server is built using FastAPI and utilizes Twilio for telephony services. Clone the Vocode repo or copy the [Telephony app](https://github.com/vocodedev/vocode-python/tree/main/apps/telephony_app) directory. -### Running the server +## Running the server Pick one of these two ways to run the server: 1. Run everything with Docker, 2. Run Python directly -#### Option 1: Run everything With Docker +### Option 1: Run everything With Docker 1. Build the telephony app Docker image. From the `telephony_app` directory, run: @@ -75,7 +70,7 @@ docker build -t vocode-telephony-app . docker-compose up ``` -#### Option 2: Run Python directly +### Option 2: Run Python directly Run the following steps from the `telephony_app` directory. @@ -105,7 +100,7 @@ docker run -dp 6379:6379 -it redis/redis-stack:latest poetry run uvicorn main:app --port 3000 ``` -### Setting up an inbound number +## Setting up an inbound number 1. Create a [Twilio](https://www.twilio.com/) account 2. Once inside your dashboard, go to Phone Numbers -> Manage -> Buy a number to get a phone number. @@ -116,7 +111,7 @@ poetry run uvicorn main:app --port 3000 5. Hit **Save** and call the number! -### Executing outbound calls +## Executing outbound calls Make sure the server we just set up is already running. Then, in `outbound_call.py` @@ -126,7 +121,7 @@ Replace the `to_phone` with the number you want to call and the `from_phone` wit Run the script with `poetry run python outbound_call.py`. -### Configuration +## Configuration Both the `OutboundCall` (in `outbound_call.py`) and `InboundCallConfig` (in `telephony_app.py`) classes can accept a `TranscriberConfig`, `AgentConfig` or `SynthesizerConfig` - the default transcriber is Deepgram and the default synthesizer is Azure. @@ -160,7 +155,7 @@ An `AgentFactory` instance is passed into the `TelephonyServer` in `telephony_ap We provide a small set of agents with already created `AgentConfig`s, including, importantly, one that sets up ChatGPT with a configured prompt: see our `Python Quickstart` for more info. -#### Accessing call information in your agent +### Accessing call information in your agent We store the `to` and `from` numbers in the [`ConfigManager`](https://github.com/vocodedev/vocode-python-sdk/blob/b37bf7a1172a917b641d0e70ba14756415e09b0b/apps/telephony_app/main.py#L20) - so if you'd like to access them in your agent, you can instantiate the manager to hook into the same Redis instance: @@ -183,159 +178,3 @@ class SpellerAgent(BaseAgent): to_phone = call_config.twilio_to return "".join(c + " " for c in human_input), False ``` - -# Hosted - -## Authentication - -Head to our [dashboard](https://app.vocode.dev) to get an API key. - -To use your API key, set the API key on the module as follows: - -```python -import vocode -vocode.api_key = '{YOUR_API_KEY}' -``` - -## Outbound Calls - -The `OutboundCall` class provides a simple abstraction for creating outbound calls. - -### OutboundCall Class - - - The recipient entity for the phone call. - - - - The caller entity for the phone call. - - - - The configuration for the AI agent. - - -### Example: Making an outbound call - -Prior to running this script to initiate an outbound call, you still need the `TelephonyServer` from above to be running. - -```python -import os -from vocode.streaming.telephony.hosted.outbound_call import OutboundCall -from vocode.streaming.models.agent import ChatGPTAgentConfig -from vocode.streaming.models.telephony import CallEntity, TwilioConfig -from vocode.streaming.models.message import BaseMessage - -import vocode -vocode.api_key = '{YOUR_API_KEY}' - - -if __name__ == '__main__': - call = OutboundCall( - recipient=CallEntity( - phone_number="+12345678900", - ), - caller=CallEntity( - phone_number="+12345678900", - ), - agent_config=ChatGPTAgentConfig( - initial_message=BaseMessage(text="Hello!"), - prompt_preamble="Have a pleasant conversation about life", - ), - twilio_config=TwilioConfig( - account_sid=os.getenv("TWILIO_ACCOUNT_SID"), - auth_token=os.getenv("TWILIO_AUTH_TOKEN"), - ) - ) - call.start() - input("Press enter to end the call...") - call.end() -``` - -### How outbound calls work - -Here's what happens under the hood for an outbound call. - -The `OutboundCall` calls Twilio to initiate the call, giving it a URL to call after the call is initiated: - -``` - twilio_call = self.twilio_client.calls.create( - url=f"https://{self.base_url}/twiml/initiate_call/{self.conversation_id}", -``` - -In your main.py you create and start a `TelephonyServer`. The TelephonyServer itself includes a couple of routers: - -- `TwiMLRouter` -- `CallsRouter` - -`TwiMLRouter` includes the matching route: - -``` - self.router.add_api_route( - "/twiml/initiate_call/{id}", self.call_twiml, methods=["POST"] - ) -``` - -This route returns the template `connect_call.xml` which uses TwiML to tell Twilio to establish a websocket with a given URL: - -``` - - - - - - -``` - -CallsRouter includes that second route: - -``` - self.router.websocket("/connect_call/{id}")(self.connect_call) -``` - -This is where we get the websocket connection. We then create the `Call` object and start it: - -``` -await call.attach_ws_and_start(websocket) -``` - -The `Call` is a kind of `StreamingConversation` that manages the various pieces: transcriber, synthesizer, agent, etc. - -## Inbound Calls - -The `InboundCallServer` class provides a simple abstraction to create an endpoint that can host your agent -to respond to inbound calls. In order to implement an inbound call agent, start by defining an `InboundCallServer` -like so: - -```python -from vocode.streaming.telephony.hosted.inbound_call_server import InboundCallServer -from vocode.streaming.models.agent import EchoAgentConfig -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.telephony import TwilioConfig - -if __name__ == '__main__': - server = InboundCallServer( - agent_config=EchoAgentConfig(initial_message=BaseMessage(text="hello!")), - twilio_config=TwilioConfig( - account_sid=os.getenv("TWILIO_ACCOUNT_SID"), - auth_token=os.getenv("TWILIO_AUTH_TOKEN"), - ) - ) - server.run(port=3000) -``` - -This spins up a FastAPI web server with a `/vocode` route that returns a TwiML object that we will need in the next -step. If you're using our [Replit template](https://replit.com/@vocode/Inbound-Call-Server), this is already set up for you! - -Next, we'll set up a programmable phone number on Twilio that can accept the TwiML object from -above. To do this, - -1. Create a [Twilio](https://www.twilio.com/) account -2. Find your Twilio credentials: this is found on under _Account Info_ in the dashboard. - > Tip: if you already have existing Twilio integrations, set up the number in a [subaccount](https://support.twilio.com/hc/en-us/articles/360011132374-Getting-Started-with-Twilio-Accounts-and-Subaccounts) -3. Set up `TWILIO_ACCOUNT_SID` and `TWILIO_AUTH_TOKEN` in your environment. If you're using Replit, use [Replit secrets](https://docs.replit.com/programming-ide/workspace-features/storing-sensitive-information-environment-variables). Otherwise, packages like [python-dotenv](https://pypi.org/project/python-dotenv/) are useful for this. -4. Once inside your dashboard, go to Phone Numbers -> Manage -> Buy a number to get a phone number. -5. Then, go to Phone Numbers -> Manage -> Active Numbers and select the number you want to set up. -6. Update the config to point the Webhook URL to the `/vocode` route we just set up. [ngrok](https://ngrok.com/) one option to quickly to host the server. - > If you're using the Replit template, use the provided hosted URL that looks something like `https://..repl.co/vocode` -7. Hit **Save** and call the number! diff --git a/docs/welcome.mdx b/docs/welcome.mdx index 94c2ffb666..33d2bd0117 100644 --- a/docs/welcome.mdx +++ b/docs/welcome.mdx @@ -46,14 +46,6 @@ at our open source repos. Get started with [Open Source](/open-source-quickstart ## Demos - - Hang out with Zephyr, the Gen-Z queen. Collab with rime.ai. - "), - caller=CallEntity( - phone_number="", - ), - agent_config=ChatGPTAgentConfig( - initial_message=BaseMessage(text="the quick fox jumped over the lazy dog "), - prompt_preamble="respond two sentences at a time", - ), - twilio_config=TwilioConfig( - account_sid=os.environ["TWILIO_ACCOUNT_SID"], - auth_token=os.environ["TWILIO_AUTH_TOKEN"], - ), - ) - call.start() - input("Press enter to end the call...") - call.end() diff --git a/quickstarts/hosted/streaming_conversation.py b/quickstarts/hosted/streaming_conversation.py deleted file mode 100644 index 32b084f4b7..0000000000 --- a/quickstarts/hosted/streaming_conversation.py +++ /dev/null @@ -1,48 +0,0 @@ -import asyncio -import logging -import signal -from vocode.streaming.hosted_streaming_conversation import HostedStreamingConversation -from vocode.streaming.streaming_conversation import StreamingConversation -from vocode.helpers import create_streaming_microphone_input_and_speaker_output -from vocode.streaming.models.transcriber import ( - DeepgramTranscriberConfig, - PunctuationEndpointingConfig, -) -from vocode.streaming.models.agent import ChatGPTAgentConfig -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.synthesizer import AzureSynthesizerConfig -import vocode - -vocode.api_key = "" - -logging.basicConfig() -logging.root.setLevel(logging.INFO) - - -async def main(): - ( - microphone_input, - speaker_output, - ) = create_streaming_microphone_input_and_speaker_output( - use_default_devices=False, - ) - - conversation = HostedStreamingConversation( - input_device=microphone_input, - output_device=speaker_output, - transcriber_config=DeepgramTranscriberConfig.from_input_device( - microphone_input, - endpointing_config=PunctuationEndpointingConfig(), - ), - agent_config=ChatGPTAgentConfig( - initial_message=BaseMessage(text="Hello!"), - prompt_preamble="The AI is having a pleasant conversation about life", - ), - synthesizer_config=AzureSynthesizerConfig.from_output_device(speaker_output), - ) - signal.signal(signal.SIGINT, lambda _0, _1: conversation.deactivate()) - await conversation.start() - - -if __name__ == "__main__": - asyncio.run(main()) diff --git a/quickstarts/hosted/zoom_dial_in.py b/quickstarts/hosted/zoom_dial_in.py deleted file mode 100644 index 566ac2e20f..0000000000 --- a/quickstarts/hosted/zoom_dial_in.py +++ /dev/null @@ -1,35 +0,0 @@ -import os -from vocode.streaming.models.synthesizer import AzureSynthesizerConfig -from vocode.streaming.telephony.hosted.outbound_call import OutboundCall -from vocode.streaming.models.telephony import CallEntity, TwilioConfig -from vocode.streaming.models.agent import EchoAgentConfig, ChatGPTAgentConfig -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.telephony.hosted.zoom_dial_in import ZoomDialIn - -if __name__ == "__main__": - call = ZoomDialIn( - recipient=CallEntity(phone_number=""), - caller=CallEntity( - phone_number="", - ), - zoom_meeting_id="", - zoom_meeting_password="", - agent_config=ChatGPTAgentConfig( - initial_message=BaseMessage(text="the quick fox jumped over the lazy dog "), - prompt_preamble="respond two sentences at a time", - generate_responses=True, - end_conversation_on_goodbye=True, - send_filler_audio=True, - allowed_idle_time_seconds=30, - ), - synthesizer_config=AzureSynthesizerConfig.from_telephone_output_device( - voice_name="en-US-JennyNeural" - ), - twilio_config=TwilioConfig( - account_sid=os.environ["TWILIO_ACCOUNT_SID"], - auth_token=os.environ["TWILIO_AUTH_TOKEN"], - ), - ) - call.start() - input("Press enter to end the call...") - call.end() diff --git a/vocode/streaming/hosted_streaming_conversation.py b/vocode/streaming/hosted_streaming_conversation.py deleted file mode 100644 index c674f7176c..0000000000 --- a/vocode/streaming/hosted_streaming_conversation.py +++ /dev/null @@ -1,105 +0,0 @@ -from __future__ import annotations - -from typing import Optional -import websockets -from websockets.exceptions import ConnectionClosedOK -from websockets.client import WebSocketClientProtocol -import asyncio -import logging -import threading -import queue -import vocode -from vocode.streaming.input_device.base_input_device import ( - BaseInputDevice, -) -from vocode.streaming.output_device.base_output_device import BaseOutputDevice -from vocode.streaming.models.transcriber import TranscriberConfig -from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.synthesizer import SynthesizerConfig -from vocode.streaming.models.websocket import ( - ReadyMessage, - AudioMessage, - StartMessage, - StopMessage, -) - - -class HostedStreamingConversation: - def __init__( - self, - input_device: BaseInputDevice, - output_device: BaseOutputDevice, - transcriber_config: TranscriberConfig, - agent_config: AgentConfig, - synthesizer_config: SynthesizerConfig, - id: Optional[str] = None, - ): - self.id = id - self.input_device = input_device - self.output_device = output_device - self.transcriber_config = transcriber_config - self.agent_config = agent_config - self.synthesizer_config = synthesizer_config - self.logger = logging.getLogger(__name__) - self.receiver_ready = False - self.active = True - self.output_loop = asyncio.new_event_loop() - self.output_audio_queue: queue.Queue[bytes] = queue.Queue() - self.vocode_websocket_url = f"wss://{vocode.base_url}/conversation" - - async def wait_for_ready(self): - while not self.receiver_ready: - await asyncio.sleep(0.1) - return True - - def deactivate(self): - self.active = False - - def play_audio(self): - async def run(): - while self.active: - try: - audio = self.output_audio_queue.get(timeout=5) - self.output_device.consume_nonblocking(audio) - except queue.Empty: - continue - - loop = asyncio.new_event_loop() - loop.run_until_complete(run()) - - async def start(self): - async with websockets.connect( - f"{self.vocode_websocket_url}?key={vocode.api_key}" - ) as ws: - - async def sender(ws: WebSocketClientProtocol): - start_message = StartMessage( - transcriber_config=self.transcriber_config, - agent_config=self.agent_config, - synthesizer_config=self.synthesizer_config, - conversation_id=self.id, - ) - await ws.send(start_message.json()) - await self.wait_for_ready() - self.logger.info("Listening...press Ctrl+C to stop") - while self.active: - data = await self.input_device.get_audio() - if data: - try: - await ws.send(AudioMessage.from_bytes(data).json()) - except ConnectionClosedOK: - self.deactivate() - return - await asyncio.sleep(0) - await ws.send(StopMessage().json()) - - async def receiver(ws: WebSocketClientProtocol): - ReadyMessage.parse_raw(await ws.recv()) - self.receiver_ready = True - async for msg in ws: - audio_message = AudioMessage.parse_raw(msg) - self.output_audio_queue.put_nowait(audio_message.get_bytes()) - - output_thread = threading.Thread(target=self.play_audio) - output_thread.start() - return await asyncio.gather(sender(ws), receiver(ws)) diff --git a/vocode/streaming/telephony/hosted/exceptions.py b/vocode/streaming/telephony/hosted/exceptions.py deleted file mode 100644 index 6cdf0916c1..0000000000 --- a/vocode/streaming/telephony/hosted/exceptions.py +++ /dev/null @@ -1,4 +0,0 @@ -class RateLimitExceeded(Exception): - """Exception raised when the rate limit is exceeded.""" - - pass diff --git a/vocode/streaming/telephony/hosted/inbound_call_server.py b/vocode/streaming/telephony/hosted/inbound_call_server.py deleted file mode 100644 index f4f7b91bf8..0000000000 --- a/vocode/streaming/telephony/hosted/inbound_call_server.py +++ /dev/null @@ -1,108 +0,0 @@ -from fastapi import FastAPI, Form, Response -from typing import Optional -import requests -import uvicorn - -import vocode -from vocode.streaming.models.transcriber import TranscriberConfig -from vocode.streaming.models.synthesizer import SynthesizerConfig -from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.telephony import ( - CallEntity, - CreateInboundCall, - TwilioConfig, - TwilioConfig, - VonageConfig, -) -from vocode.streaming.telephony.server.base import VonageAnswerRequest - - -class InboundCallServer: - def __init__( - self, - agent_config: AgentConfig, - transcriber_config: Optional[TranscriberConfig] = None, - synthesizer_config: Optional[SynthesizerConfig] = None, - response_on_rate_limit: Optional[str] = None, - vonage_config: Optional[VonageConfig] = None, - twilio_config: Optional[TwilioConfig] = None, - ): - self.agent_config = agent_config - self.transcriber_config = transcriber_config - self.synthesizer_config = synthesizer_config - self.app = FastAPI() - - self.vonage_config = vonage_config - self.twilio_config = twilio_config - self.create_inbound_route() - self.response_on_rate_limit = ( - response_on_rate_limit - or "The line is really busy right now, check back later!" - ) - self.vocode_inbound_call_url = f"https://{vocode.base_url}/create_inbound_call" - - def create_inbound_route(self): - async def handle_vonage_call(vonage_answer_request: VonageAnswerRequest): - response = requests.post( - self.vocode_inbound_call_url, - headers={"Authorization": f"Bearer {vocode.api_key}"}, - json=CreateInboundCall( - recipient=CallEntity( - phone_number=vonage_answer_request.to, - ), - caller=CallEntity( - phone_number=vonage_answer_request.from_, - ), - agent_config=self.agent_config, - vonage_uuid=vonage_answer_request.uuid, - transcriber_config=self.transcriber_config, - synthesizer_config=self.synthesizer_config, - vonage_config=self.vonage_config, - ).dict(), - ) - assert response.ok, response.text - return Response( - response.text, - media_type="application/json", - ) - - async def handle_twilio_call( - twilio_sid: str = Form(alias="CallSid"), - twilio_from: str = Form(alias="From"), - twilio_to: str = Form(alias="To"), - ) -> Response: - response = requests.post( - self.vocode_inbound_call_url, - headers={"Authorization": f"Bearer {vocode.api_key}"}, - json=CreateInboundCall( - recipient=CallEntity( - phone_number=twilio_to, - ), - caller=CallEntity(phone_number=twilio_from), - agent_config=self.agent_config, - twilio_sid=twilio_sid, - transcriber_config=self.transcriber_config, - synthesizer_config=self.synthesizer_config, - twilio_config=self.twilio_config, - ).dict(), - ) - if response.status_code == 429: - return Response( - f"{self.response_on_rate_limit}", - media_type="application/xml", - ) - assert response.ok, response.text - return Response( - response.text, - media_type="application/xml", - ) - - if self.vonage_config: - self.app.post("/vocode")(handle_vonage_call) - elif self.twilio_config: - self.app.post("/vocode")(handle_twilio_call) - else: - raise ValueError("Must provide vonage_config or twilio_config") - - def run(self, host="localhost", port=3000): - uvicorn.run(self.app, host=host, port=port) diff --git a/vocode/streaming/telephony/hosted/inbound_call_user_agent_server.py b/vocode/streaming/telephony/hosted/inbound_call_user_agent_server.py deleted file mode 100644 index a73efc621c..0000000000 --- a/vocode/streaming/telephony/hosted/inbound_call_user_agent_server.py +++ /dev/null @@ -1,45 +0,0 @@ -from typing import Optional, Union -from vocode.streaming.models.telephony import VonageConfig -from vocode.streaming.telephony.hosted.inbound_call_server import InboundCallServer -from vocode.streaming.models.agent import ( - RESTfulAgentEnd, - RESTfulAgentInput, - RESTfulAgentText, - RESTfulUserImplementedAgentConfig, -) -from vocode.streaming.models.transcriber import ( - TranscriberConfig, -) -from vocode.streaming.models.synthesizer import SynthesizerConfig - - -class InboundCallUserAgentServer(InboundCallServer): - def __init__( - self, - agent_config: RESTfulUserImplementedAgentConfig, - transcriber_config: Optional[TranscriberConfig] = None, - synthesizer_config: Optional[SynthesizerConfig] = None, - response_on_rate_limit: Optional[str] = None, - vonage_config: Optional[VonageConfig] = None, - ): - super().__init__( - agent_config=agent_config, - transcriber_config=transcriber_config, - synthesizer_config=synthesizer_config, - response_on_rate_limit=response_on_rate_limit, - vonage_config=vonage_config, - ) - assert isinstance( - agent_config, RESTfulUserImplementedAgentConfig - ), "agent_config must be a RESTfulUserImplementedAgentConfig" - self.app.post("/respond")(self.respond_rest) - - async def respond( - self, human_input, conversation_id - ) -> Union[RESTfulAgentText, RESTfulAgentEnd]: - raise NotImplementedError - - async def respond_rest( - self, request: RESTfulAgentInput - ) -> Union[RESTfulAgentText, RESTfulAgentEnd]: - return await self.respond(request.human_input, request.conversation_id) diff --git a/vocode/streaming/telephony/hosted/outbound_call.py b/vocode/streaming/telephony/hosted/outbound_call.py deleted file mode 100644 index ac264b464e..0000000000 --- a/vocode/streaming/telephony/hosted/outbound_call.py +++ /dev/null @@ -1,86 +0,0 @@ -from typing import Optional -import requests - -import vocode -from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.synthesizer import SynthesizerConfig -from vocode.streaming.models.transcriber import TranscriberConfig -from vocode.streaming.models.telephony import ( - CallEntity, - CreateOutboundCall, - EndOutboundCall, - TwilioConfig, - VonageConfig, -) -from vocode.streaming.telephony.hosted.exceptions import RateLimitExceeded - - -class OutboundCall: - def __init__( - self, - recipient: CallEntity, - caller: CallEntity, - agent_config: AgentConfig, - transcriber_config: Optional[TranscriberConfig] = None, - synthesizer_config: Optional[SynthesizerConfig] = None, - conversation_id: Optional[str] = None, - twilio_config: Optional[TwilioConfig] = None, - vonage_config: Optional[VonageConfig] = None, - ): - self.recipient = recipient - self.caller = caller - self.agent_config = agent_config - self.transcriber_config = transcriber_config - self.synthesizer_config = synthesizer_config - self.conversation_id = conversation_id - self.twilio_config = twilio_config - self.vonage_config = vonage_config - self.vocode_create_outbound_call_url = ( - f"https://{vocode.base_url}/create_outbound_call" - ) - self.vocode_end_outbound_call_url = ( - f"https://{vocode.base_url}/end_outbound_call" - ) - - def start(self): - try: - response = requests.post( - self.vocode_create_outbound_call_url, - headers={"Authorization": f"Bearer {vocode.api_key}"}, - json=CreateOutboundCall( - recipient=self.recipient, - caller=self.caller, - agent_config=self.agent_config, - transcriber_config=self.transcriber_config, - synthesizer_config=self.synthesizer_config, - conversation_id=self.conversation_id, - twilio_config=self.twilio_config, - vonage_config=self.vonage_config, - ).dict(), - timeout=5, - ) - if not response.ok: - if response.status_code == 429: - raise RateLimitExceeded("Too many requests") - else: - raise Exception(response.text) - data = response.json() - self.conversation_id = data["id"] - except requests.exceptions.Timeout: - raise RateLimitExceeded("Timed out") - - def end(self): - try: - response = requests.post( - self.vocode_end_outbound_call_url, - headers={"Authorization": f"Bearer {vocode.api_key}"}, - json=EndOutboundCall( - call_id=self.conversation_id, - twilio_config=self.twilio_config, - vonage_config=self.vonage_config, - ).dict(), - timeout=2, - ) - assert response.ok or response.status_code == 404, response.text - except requests.exceptions.Timeout: - raise RateLimitExceeded("Timed out") diff --git a/vocode/streaming/telephony/hosted/zoom_dial_in.py b/vocode/streaming/telephony/hosted/zoom_dial_in.py deleted file mode 100644 index d5097270cc..0000000000 --- a/vocode/streaming/telephony/hosted/zoom_dial_in.py +++ /dev/null @@ -1,65 +0,0 @@ -from typing import Optional -import requests - -import vocode -from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.synthesizer import SynthesizerConfig -from vocode.streaming.models.transcriber import TranscriberConfig -from vocode.streaming.telephony.hosted.exceptions import RateLimitExceeded -from vocode.streaming.telephony.hosted.outbound_call import OutboundCall -from vocode.streaming.models.telephony import ( - CallEntity, - DialIntoZoomCall, - TwilioConfig, -) - - -class ZoomDialIn(OutboundCall): - def __init__( - self, - recipient: CallEntity, - caller: CallEntity, - zoom_meeting_id: str, - zoom_meeting_password: str, - agent_config: AgentConfig, - transcriber_config: Optional[TranscriberConfig] = None, - synthesizer_config: Optional[SynthesizerConfig] = None, - conversation_id: Optional[str] = None, - twilio_config: Optional[TwilioConfig] = None, - ): - super().__init__( - recipient=recipient, - caller=caller, - agent_config=agent_config, - transcriber_config=transcriber_config, - synthesizer_config=synthesizer_config, - conversation_id=conversation_id, - twilio_config=twilio_config, - ) - self.zoom_meeting_id = zoom_meeting_id - self.zoom_meeting_password = zoom_meeting_password - self.vocode_zoom_dial_in_url = f"https://{vocode.base_url}/dial_into_zoom_call" - - def start(self): - response = requests.post( - self.vocode_zoom_dial_in_url, - headers={"Authorization": f"Bearer {vocode.api_key}"}, - json=DialIntoZoomCall( - recipient=self.recipient, - caller=self.caller, - zoom_meeting_id=self.zoom_meeting_id, - zoom_meeting_password=self.zoom_meeting_password, - agent_config=self.agent_config, - transcriber_config=self.transcriber_config, - synthesizer_config=self.synthesizer_config, - conversation_id=self.conversation_id, - twilio_config=self.twilio_config, - ).dict(), - ) - if not response.ok: - if response.status_code == 429: - raise RateLimitExceeded("Too many requests") - else: - raise Exception(response.text) - data = response.json() - self.conversation_id = data["id"] From ad3d8524a21c71b861afa685b82f2e3517fbf3da Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 5 Sep 2023 17:30:13 -0700 Subject: [PATCH 018/148] adds is_interruptible granularity to individual messages (#386) --- vocode/streaming/agent/anthropic_agent.py | 4 ++-- vocode/streaming/agent/base_agent.py | 14 +++++++++++--- vocode/streaming/agent/chat_gpt_agent.py | 12 +++++++----- vocode/streaming/agent/echo_agent.py | 4 ++-- vocode/streaming/agent/llamacpp_agent.py | 4 ++-- vocode/streaming/agent/llm_agent.py | 6 +++--- 6 files changed, 27 insertions(+), 17 deletions(-) diff --git a/vocode/streaming/agent/anthropic_agent.py b/vocode/streaming/agent/anthropic_agent.py index e1821c3edf..6177512387 100644 --- a/vocode/streaming/agent/anthropic_agent.py +++ b/vocode/streaming/agent/anthropic_agent.py @@ -91,7 +91,7 @@ async def generate_response( human_input, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[str, None]: + ) -> AsyncGenerator[Tuple[str, bool], None]: self.memory.chat_memory.messages.append(HumanMessage(content=human_input)) bot_memory_message = AIMessage(content="") @@ -115,7 +115,7 @@ async def generate_response( if sentence: bot_memory_message.content = bot_memory_message.content + sentence buffer = remainder - yield sentence + yield sentence, True continue def update_last_bot_message_on_cut_off(self, message: str): diff --git a/vocode/streaming/agent/base_agent.py b/vocode/streaming/agent/base_agent.py index bcede5d77d..8c2b5c2f3a 100644 --- a/vocode/streaming/agent/base_agent.py +++ b/vocode/streaming/agent/base_agent.py @@ -66,6 +66,10 @@ class AgentInput(TypedModel, type=AgentInputType.BASE.value): conversation_id: str vonage_uuid: Optional[str] twilio_sid: Optional[str] + agent_response_tracker: Optional[asyncio.Event] = None + + class Config: + arbitrary_types_allowed = True class TranscriptionAgentInput(AgentInput, type=AgentInputType.TRANSCRIPTION.value): @@ -213,7 +217,7 @@ async def handle_generate_response( ) is_first_response = True function_call = None - async for response in responses: + async for response, is_interruptible in responses: if isinstance(response, FunctionCall): function_call = response continue @@ -222,7 +226,9 @@ async def handle_generate_response( is_first_response = False self.produce_interruptible_agent_response_event_nonblocking( AgentResponseMessage(message=BaseMessage(text=response)), - is_interruptible=self.agent_config.allow_agent_to_be_cut_off, + is_interruptible=self.agent_config.allow_agent_to_be_cut_off + and is_interruptible, + agent_response_tracker=agent_input.agent_response_tracker, ) # TODO: implement should_stop for generate_responses agent_span.end() @@ -429,5 +435,7 @@ def generate_response( human_input, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[Union[str, FunctionCall], None]: + ) -> AsyncGenerator[ + Tuple[Union[str, FunctionCall], bool], None + ]: # tuple of the content and whether it is interruptible raise NotImplementedError diff --git a/vocode/streaming/agent/chat_gpt_agent.py b/vocode/streaming/agent/chat_gpt_agent.py index 7a4ee72408..1d1620d4f2 100644 --- a/vocode/streaming/agent/chat_gpt_agent.py +++ b/vocode/streaming/agent/chat_gpt_agent.py @@ -69,7 +69,9 @@ def get_functions(self): for action_config in self.agent_config.actions ] - def get_chat_parameters(self, messages: Optional[List] = None): + def get_chat_parameters( + self, messages: Optional[List] = None, use_functions: bool = True + ): assert self.transcript is not None messages = messages or format_openai_chat_messages_from_transcript( self.transcript, self.agent_config.prompt_preamble @@ -86,7 +88,7 @@ def get_chat_parameters(self, messages: Optional[List] = None): else: parameters["model"] = self.agent_config.model_name - if self.functions: + if use_functions and self.functions: parameters["functions"] = self.functions return parameters @@ -134,10 +136,10 @@ async def generate_response( human_input: str, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[Union[str, FunctionCall], None]: + ) -> AsyncGenerator[Tuple[Union[str, FunctionCall], bool], None]: if is_interrupt and self.agent_config.cut_off_response: cut_off_response = self.get_cut_off_response() - yield cut_off_response + yield cut_off_response, False return assert self.transcript is not None @@ -174,4 +176,4 @@ async def generate_response( async for message in collate_response_async( openai_get_tokens(stream), get_functions=True ): - yield message + yield message, True diff --git a/vocode/streaming/agent/echo_agent.py b/vocode/streaming/agent/echo_agent.py index 103356652b..cd4930dffd 100644 --- a/vocode/streaming/agent/echo_agent.py +++ b/vocode/streaming/agent/echo_agent.py @@ -17,8 +17,8 @@ async def generate_response( human_input, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[str, None]: - yield human_input + ) -> AsyncGenerator[Tuple[str, bool], None]: + yield human_input, True def update_last_bot_message_on_cut_off(self, message: str): pass diff --git a/vocode/streaming/agent/llamacpp_agent.py b/vocode/streaming/agent/llamacpp_agent.py index 10c88566fc..ae938172e4 100644 --- a/vocode/streaming/agent/llamacpp_agent.py +++ b/vocode/streaming/agent/llamacpp_agent.py @@ -135,7 +135,7 @@ async def generate_response( human_input: str, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[str, None]: + ) -> AsyncGenerator[Tuple[str, bool], None]: asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, lambda input: self.conversation.predict(input=input), @@ -145,4 +145,4 @@ async def generate_response( async for message in collate_response_async( self.llamacpp_get_tokens(), ): - yield str(message) + yield str(message), True diff --git a/vocode/streaming/agent/llm_agent.py b/vocode/streaming/agent/llm_agent.py index 5f2ccf9c69..a3d510da25 100644 --- a/vocode/streaming/agent/llm_agent.py +++ b/vocode/streaming/agent/llm_agent.py @@ -123,12 +123,12 @@ async def generate_response( human_input, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[str, None]: + ) -> AsyncGenerator[Tuple[str, bool], None]: self.logger.debug("LLM generating response to human input") if is_interrupt and self.agent_config.cut_off_response: cut_off_response = self.get_cut_off_response() self.memory.append(self.get_memory_entry(human_input, cut_off_response)) - yield cut_off_response + yield cut_off_response, False return self.memory.append(self.get_memory_entry(human_input, "")) if self.is_first_response and self.first_response: @@ -146,7 +146,7 @@ async def generate_response( sentence = re.sub(r"^\s+(.*)", r" \1", sentence) response_buffer += sentence self.memory[-1] = self.get_memory_entry(human_input, response_buffer) - yield sentence + yield sentence, True def update_last_bot_message_on_cut_off(self, message: str): last_message = self.memory[-1] From f9814bf1248dceb1a86b0a5cc1bd2eae2e12d6eb Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 5 Sep 2023 18:15:39 -0700 Subject: [PATCH 019/148] machine detection docs --- docs/machine-detection.mdx | 69 ++++++++++++++++++++++++++++ docs/mint.json | 3 +- docs/openapi.json | 91 +++++++++++++++++++++++++++++++++---- docs/setting-up-webhook.mdx | 1 + 4 files changed, 155 insertions(+), 9 deletions(-) create mode 100644 docs/machine-detection.mdx diff --git a/docs/machine-detection.mdx b/docs/machine-detection.mdx new file mode 100644 index 0000000000..af38f81977 --- /dev/null +++ b/docs/machine-detection.mdx @@ -0,0 +1,69 @@ +--- +title: "[Beta] Answering machine detection" +description: "Define the behavior of the bot when no one answers the phone" +--- + +The Vocode API allows you to configure your outbound call agent's behavior when the other end of a +phone call is an answerphone as well as subscribe to events relating to machine detection. + +# Example 1: Hang up the call if it goes to voicemail + +The `on_machine_answer` parameter defines what should happen if a machine answers the phone. + +```python +from vocode import CreateCallAgentParams + +vocode_client.calls.create_call( + from_number="", + to_number="15555555555", + agent=CreateCallAgentParams( + prompt=Prompt( + content="Ask Ajay if his refrigerator is running" + ), + ), + on_machine_answer="hangup" +) +``` + +# Example 2: Hook into when a call goes to voicemail + +If you'd like the bot to stay on the call and leave a voicemail, set `on_machine_answer` to `"continue"`. You can +also configure a webhook to be fired when the answering machine detection status + +```python +from vocode import CreateCallAgentParams, PromptParams + +vocode_client.calls.create_call( + from_number="", + to_number="15555555555", + agent=CreateCallAgentParams( + prompt=PromptParams( + content="Ask Ajay if his refrigerator is running" + ), + webhook=WebhookParams( + url="", + subscriptions=["event_machine_detection"] + ) + ), + on_machine_answer="continue" +) +``` + +Once the call is picked up, the webhook URL configured above will get the following POST request: + +``` +{ + "type": "event_machine_detection", + "call_id": "", + "payload": { + "result": "machine" # or "human" + } +} +``` + +# On the horizon + +Stay tuned for more features here, for example: + +- Instructing your agent to leave a particular voicemail +- Routing the call to a human when a human picks up, otherwise leave a voicemail diff --git a/docs/mint.json b/docs/mint.json index e865da2cfc..0e3f494a86 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -171,7 +171,8 @@ "using-actions", "vectordb", "multilingual", - "injecting-context" + "injecting-context", + "machine-detection" ] } ], diff --git a/docs/openapi.json b/docs/openapi.json index 25f3001b47..49eca283a8 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1422,7 +1422,18 @@ "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], "default": "high" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" } + "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "noise_suppression": { + "type": "boolean", + "title": "Noise Suppression", + "default": false + }, + "endpointing_sensitivity": { + "type": "string", + "enum": ["auto", "relaxed"], + "title": "Endpointing Sensitivity", + "default": "auto" + } }, "type": "object", "required": ["id", "user_id", "prompt", "actions", "voice"], @@ -1508,7 +1519,18 @@ "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], "default": "high" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" } + "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "noise_suppression": { + "type": "boolean", + "title": "Noise Suppression", + "default": false + }, + "endpointing_sensitivity": { + "type": "string", + "enum": ["auto", "relaxed"], + "title": "Endpointing Sensitivity", + "default": "auto" + } }, "type": "object", "required": ["prompt", "voice"], @@ -1613,6 +1635,20 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Context Endpoint" + }, + "noise_suppression": { + "anyOf": [ + { "type": "boolean" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Noise Suppression" + }, + "endpointing_sensitivity": { + "anyOf": [ + { "type": "string", "enum": ["auto", "relaxed"] }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Endpointing Sensitivity" } }, "type": "object", @@ -1698,6 +1734,11 @@ "default": false }, "transcript": { "type": "string", "title": "Transcript" }, + "machine_detection_result": { + "type": "string", + "enum": ["human", "machine"], + "title": "Machine Detection Result" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "$ref": "#/components/schemas/Agent" }, @@ -1752,7 +1793,7 @@ "properties": { "field_type": { "type": "string", - "enum": ["field_type_email", "field_type_address"], + "enum": ["field_type_email"], "title": "Field Type" }, "label": { "type": "string", "title": "Label" }, @@ -1828,7 +1869,18 @@ "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], "default": "high" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" } + "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "noise_suppression": { + "type": "boolean", + "title": "Noise Suppression", + "default": false + }, + "endpointing_sensitivity": { + "type": "string", + "enum": ["auto", "relaxed"], + "title": "Endpointing Sensitivity", + "default": "auto" + } }, "type": "object", "required": ["prompt"], @@ -1844,6 +1896,12 @@ { "$ref": "#/components/schemas/CreateCallAgentParams" } ], "title": "Agent" + }, + "on_machine_answer": { + "type": "string", + "enum": ["continue", "hangup"], + "title": "On Machine Answer", + "default": "continue" } }, "type": "object", @@ -1912,7 +1970,7 @@ "api_key": { "type": "string", "title": "Api Key" } }, "type": "object", - "required": ["id", "user_id", "type", "voice_id", "api_key"], + "required": ["id", "user_id", "type", "voice_id"], "title": "ElevenLabsVoice" }, "ElevenLabsVoiceParams": { @@ -1928,7 +1986,7 @@ "api_key": { "type": "string", "title": "Api Key" } }, "type": "object", - "required": ["type", "voice_id", "api_key"], + "required": ["type", "voice_id"], "title": "ElevenLabsVoiceParams" }, "ElevenLabsVoiceUpdateParams": { @@ -2031,7 +2089,8 @@ "event_phone_call_connected", "event_phone_call_ended", "event_transcript", - "event_recording" + "event_recording", + "event_machine_detection" ], "title": "EventType", "description": "An enumeration." @@ -2099,7 +2158,18 @@ "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], "default": "high" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" } + "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "noise_suppression": { + "type": "boolean", + "title": "Noise Suppression", + "default": false + }, + "endpointing_sensitivity": { + "type": "string", + "enum": ["auto", "relaxed"], + "title": "Endpointing Sensitivity", + "default": "auto" + } }, "type": "object", "required": ["id", "user_id", "prompt", "actions", "voice"], @@ -2120,6 +2190,11 @@ "default": false }, "transcript": { "type": "string", "title": "Transcript" }, + "machine_detection_result": { + "type": "string", + "enum": ["human", "machine"], + "title": "Machine Detection Result" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "type": "string", "format": "uuid", "title": "Agent" }, diff --git a/docs/setting-up-webhook.mdx b/docs/setting-up-webhook.mdx index ed57ba291c..bdff2ba2ca 100644 --- a/docs/setting-up-webhook.mdx +++ b/docs/setting-up-webhook.mdx @@ -57,3 +57,4 @@ The full list of `EventType` is listed here: - `EVENT_PHONE_CALL_ENDED`: Indicating the phone call has ended. - `EVENT_TRANSCRIPT`: The transcription of the entire conversation. - `EVENT_RECORDING`: The recording of the conversation has become available. +- `EVENT_MACHINE_DETECTION`: Indicating whether a human or a machine has picked up the phone. From 727006fbb15c0dc897aaccbb2d3117bab52214eb Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 6 Sep 2023 00:15:11 -0700 Subject: [PATCH 020/148] fix create your own agent docs --- docs/open-source/create-your-own-agent.mdx | 66 +--------------------- 1 file changed, 3 insertions(+), 63 deletions(-) diff --git a/docs/open-source/create-your-own-agent.mdx b/docs/open-source/create-your-own-agent.mdx index 515b6fe751..e9d583ee01 100644 --- a/docs/open-source/create-your-own-agent.mdx +++ b/docs/open-source/create-your-own-agent.mdx @@ -3,8 +3,6 @@ title: "Create your own AI Agent" description: "How to create a custom Agent for your use case." --- -# Self-hosted - You can subclass a [`RespondAgent`](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/agent/base_agent.py#L140) to create a simple agent that can be passed into [`StreamingConversation`](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/streaming_conversation.py) has the following interface: Here's one that responds with the same message no matter what is said to it: @@ -22,69 +20,11 @@ class BrokenRecordAgent(RespondAgent[BrokenRecordAgentConfig]): ) -> tuple[Optional[str], bool]: return self.agent_config.message - def generate_response( + async def generate_response( self, human_input, is_interrupt: bool = False - ) -> Generator[str, None, None]: + ) -> AsyncGenerator[Tuple[str, bool], None]: # message and whether or not the message is interruptible """Returns a generator that yields the agent's response one sentence at a time.""" - yield self.agent_config.message + yield self.agent_config.message, False ``` See [our other agent implementations](https://github.com/vocodedev/vocode-python/tree/main/vocode/streaming/agent) for more guidance! - -# Hosted (deprecated) - -NOTE: The hosted `RESTfulAgent` is being deprecated. - -Our library lets you easily host your agent so that the Vocode backend can use it to generate responses. -Users will be responsible for implementing a `RESTfulAgent`. - -## RESTful Implementation (deprecated) - -Here is an example implementation of a `RESTfulAgent` that just echoes back whatever -input it receives. Note that the `respond` method is expecting a `RESTfulAgentOutput` return value. -The `conversation_id` parameter lets you store state about a single conversation across multiple calls. - -```python -from vocode.streaming.user_implemented_agent.restful_agent import RESTfulAgent -from vocode.streaming.models.agent import RESTfulAgentOutput, RESTfulAgentText, RESTfulAgentEnd - -class YourAgent(RESTfulAgent): - - # input: the transcript from the Conversation that the agent must respond to - async def respond(self, input: str, conversation_id: str) -> RESTfulAgentOutput: - if "bye" in input: - return RESTfulAgentEnd() ## ends the conversation - else: - return RESTfulAgentText(response=input) ## responds with the input received -``` - -## Run your agent - -``` -if __name__ == "__main__": - agent = YourAgent() - agent.run(port=3000) -``` - -This sets up a [FastAPI](https://fastapi.tiangolo.com/) with either a POST endpoint or a websocket route at `/respond`. -We'll use this in the next step. - -## Setting up your `AgentConfig` - -Now that your agent is running, you'll need to host it somewhere so that the Vocode backend can hit it. -There are a variety of options to do this, here we'll describe using [ngrok](https://ngrok.com/) since it's the quickest. [Replit](https://replit.com/) is also a great option for this. - -```bash -# make sure the agent from the last step is running -ngrok http 3000 -``` - -```python -... -agent_config=RESTfulUserImplementedAgentConfig( - respond=RESTfulUserImplementedAgentConfig.EndpointConfig( - url="/respond", - ) -) -... -``` From e361471f3125d7bb020a2390ff332e4a22c4db17 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 6 Sep 2023 10:22:58 -0700 Subject: [PATCH 021/148] adds speedAlpha param (#387) --- vocode/streaming/models/synthesizer.py | 1 + vocode/streaming/synthesizer/rime_synthesizer.py | 3 +++ 2 files changed, 4 insertions(+) diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index 4d46b5a6c7..a98b80d0d4 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -143,6 +143,7 @@ class RimeSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.RIME.value): speaker: str = RIME_DEFAULT_SPEAKER sampling_rate: int = RIME_DEFAULT_SAMPLE_RATE base_url: str = RIME_DEFAULT_BASE_URL + speed_alpha: Optional[float] = None COQUI_DEFAULT_SPEAKER_ID = "ebe2db86-62a6-49a1-907a-9a1360d4416e" diff --git a/vocode/streaming/synthesizer/rime_synthesizer.py b/vocode/streaming/synthesizer/rime_synthesizer.py index 4409c70acf..435fbe5c08 100644 --- a/vocode/streaming/synthesizer/rime_synthesizer.py +++ b/vocode/streaming/synthesizer/rime_synthesizer.py @@ -55,6 +55,9 @@ async def create_speech( "speaker": self.speaker, "samplingRate": self.sampling_rate, } + if self.synthesizer_config.speed_alpha is not None: + body["speedAlpha"] = self.synthesizer_config.speed_alpha + create_speech_span = tracer.start_span( f"synthesizer.{SynthesizerType.RIME.value.split('_', 1)[-1]}.create_total", ) From 399bff8c995737cb5aebe51587cd9c06b54a2777 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 7 Sep 2023 11:36:27 -0700 Subject: [PATCH 022/148] adds ivr navigation docs (#388) --- docs/ivr-navigation.mdx | 66 +++++++++++++++++++++++++++++++++++++++++ docs/mint.json | 3 +- docs/openapi.json | 44 +++++++++++++++++++++++++-- 3 files changed, 110 insertions(+), 3 deletions(-) create mode 100644 docs/ivr-navigation.mdx diff --git a/docs/ivr-navigation.mdx b/docs/ivr-navigation.mdx new file mode 100644 index 0000000000..c67f0cffec --- /dev/null +++ b/docs/ivr-navigation.mdx @@ -0,0 +1,66 @@ +--- +title: "[Beta] IVR Navigation" +description: "Navigate phone trees" +--- + +Note: this feature is only useful on outbound calls, which are disabled by default. Please contact us through Discord or at support@vocode.dev +to discuss enabling this for your account! + +The Vocode API has many tools for agents to interact with IVRs (interactive voice responses) - navigating phone trees +is one of the primary use-cases of the API. + +# IVR navigation mode + +When starting an outbound call, set `ivr_navigation_mode` to `default` - this allows the bot to stay silent while on hold. Vocode +bots also automatically end the call after the conversation has been idle (i.e. no words on both sides) for 30 seconds: setting `ivr_navigation_mode` to `default` +increases this threshold to 10 minutes. + +```python +vocode_client.calls.create_call( + from_number="", + to_number="15555555555", + agent=CreateCallAgentParams( + ..., + ivr_navigation_mode="default" + ), +) +``` + +# DTMF action + +The DTMF action allows the bot to hit dial tones (e.g. to navigate phone tree nodes where an IVR says "Press 1 for ..."). + +```python +vocode_client.calls.create_call( + from_number="", + to_number="15555555555", + agent=CreateCallAgentParams( + actions=[DtmfActionParams(type="action_dtmf")], + ... + ), +) +``` + +# Transfer call action + +The Transfer call action allows the bot to transfer to a human agent. + +```python +vocode_client.calls.create_call( + from_number="", + to_number="15555555555", + agent=CreateCallAgentParams( + actions=[TransferCallActionParams(type="action_transfer_call", config=TransferCallConfig( + phone_number="11234567890" + ))], + ... + ), +) +``` + +# On the horizon + +We plan to introduce more dials here, for example: + +- More configurability around allowed idle time of the conversation +- Human detection - i.e. behavior when a human picks up the phone after the bot navigates the phone tree diff --git a/docs/mint.json b/docs/mint.json index 0e3f494a86..b3a1e3eada 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -172,7 +172,8 @@ "vectordb", "multilingual", "injecting-context", - "machine-detection" + "machine-detection", + "ivr-navigation" ] } ], diff --git a/docs/openapi.json b/docs/openapi.json index 49eca283a8..a305106373 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1433,6 +1433,12 @@ "enum": ["auto", "relaxed"], "title": "Endpointing Sensitivity", "default": "auto" + }, + "ivr_navigation_mode": { + "type": "string", + "enum": ["default", "off"], + "title": "Ivr Navigation Mode", + "default": "off" } }, "type": "object", @@ -1530,6 +1536,12 @@ "enum": ["auto", "relaxed"], "title": "Endpointing Sensitivity", "default": "auto" + }, + "ivr_navigation_mode": { + "type": "string", + "enum": ["default", "off"], + "title": "Ivr Navigation Mode", + "default": "off" } }, "type": "object", @@ -1649,6 +1661,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Endpointing Sensitivity" + }, + "ivr_navigation_mode": { + "anyOf": [ + { "type": "string", "enum": ["default", "off"] }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Ivr Navigation Mode" } }, "type": "object", @@ -1880,6 +1899,12 @@ "enum": ["auto", "relaxed"], "title": "Endpointing Sensitivity", "default": "auto" + }, + "ivr_navigation_mode": { + "type": "string", + "enum": ["default", "off"], + "title": "Ivr Navigation Mode", + "default": "off" } }, "type": "object", @@ -2169,6 +2194,12 @@ "enum": ["auto", "relaxed"], "title": "Endpointing Sensitivity", "default": "auto" + }, + "ivr_navigation_mode": { + "type": "string", + "enum": ["default", "off"], + "title": "Ivr Navigation Mode", + "default": "off" } }, "type": "object", @@ -2499,7 +2530,8 @@ "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, - "speaker": { "type": "string", "title": "Speaker" } + "speaker": { "type": "string", "title": "Speaker" }, + "speed_alpha": { "type": "number", "title": "Speed Alpha" } }, "type": "object", "required": ["id", "user_id", "type", "speaker"], @@ -2508,7 +2540,8 @@ "RimeVoiceParams": { "properties": { "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, - "speaker": { "type": "string", "title": "Speaker" } + "speaker": { "type": "string", "title": "Speaker" }, + "speed_alpha": { "type": "number", "title": "Speed Alpha" } }, "type": "object", "required": ["type", "speaker"], @@ -2523,6 +2556,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Speaker" + }, + "speed_alpha": { + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Speed Alpha" } }, "type": "object", From 9379895258552fbaae5b1c99814900294d33806e Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 7 Sep 2023 22:46:06 -0700 Subject: [PATCH 023/148] openapi bump --- docs/openapi.json | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/docs/openapi.json b/docs/openapi.json index a305106373..59034f1e21 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1774,6 +1774,11 @@ "type": "string", "format": "date-time", "title": "End Time" + }, + "hipaa_compliant": { + "type": "boolean", + "title": "Hipaa Compliant", + "default": false } }, "type": "object", @@ -1927,6 +1932,11 @@ "enum": ["continue", "hangup"], "title": "On Machine Answer", "default": "continue" + }, + "hipaa_compliant": { + "type": "boolean", + "title": "Hipaa Compliant", + "default": false } }, "type": "object", @@ -2242,6 +2252,11 @@ "type": "string", "format": "date-time", "title": "End Time" + }, + "hipaa_compliant": { + "type": "boolean", + "title": "Hipaa Compliant", + "default": false } }, "type": "object", From 4575006e01750c60da30f7560fd7e2d3e2403487 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 8 Sep 2023 11:20:11 -0700 Subject: [PATCH 024/148] hipaa compliance docs (#390) * adds hipaa compliance docs * update hipaa doc --- docs/hipaa-compliance.mdx | 23 +++++++++++++++++++++++ docs/mint.json | 3 ++- 2 files changed, 25 insertions(+), 1 deletion(-) create mode 100644 docs/hipaa-compliance.mdx diff --git a/docs/hipaa-compliance.mdx b/docs/hipaa-compliance.mdx new file mode 100644 index 0000000000..c48b4065cd --- /dev/null +++ b/docs/hipaa-compliance.mdx @@ -0,0 +1,23 @@ +--- +title: "HIPAA Compliance" +--- + +The `hipaa_compliant` flag in the Vocode outbound calls API configures the system to not +persist any potentially sensitive information. Turning on the flag makes the API supportable for use-cases requiring HIPAA compliance. + +In particular, turning on the flag: + +- Redacts the content of the prompt on the `calls` resource +- Prevents the transcript from being written to the `calls` resource +- Configures the call not to be recorded + +# Turning on the flag + +```python +vocode_client.calls.create_call( + from_number="", + to_number="15555555555", + agent=..., + hipaa_compliant=True +) +``` diff --git a/docs/mint.json b/docs/mint.json index b3a1e3eada..c51c218c12 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -173,7 +173,8 @@ "multilingual", "injecting-context", "machine-detection", - "ivr-navigation" + "ivr-navigation", + "hipaa-compliance" ] } ], From 165048261cc935eda73ae50bb5d270e0ad86360c Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 11 Sep 2023 18:50:34 -0700 Subject: [PATCH 025/148] makes synthesizer methods static (#394) --- .../synthesizer/azure_synthesizer.py | 2 +- .../streaming/synthesizer/bark_synthesizer.py | 1 + .../streaming/synthesizer/base_synthesizer.py | 35 +++++++++++-------- .../synthesizer/coqui_synthesizer.py | 1 + .../synthesizer/coqui_tts_synthesizer.py | 5 ++- .../synthesizer/eleven_labs_synthesizer.py | 1 + .../synthesizer/google_synthesizer.py | 1 + .../streaming/synthesizer/gtts_synthesizer.py | 1 + .../synthesizer/play_ht_synthesizer.py | 1 + .../synthesizer/polly_synthesizer.py | 2 +- .../streaming/synthesizer/rime_synthesizer.py | 5 ++- .../stream_elements_synthesizer.py | 1 + 12 files changed, 37 insertions(+), 19 deletions(-) diff --git a/vocode/streaming/synthesizer/azure_synthesizer.py b/vocode/streaming/synthesizer/azure_synthesizer.py index 11144a6db0..ceb7dd6d50 100644 --- a/vocode/streaming/synthesizer/azure_synthesizer.py +++ b/vocode/streaming/synthesizer/azure_synthesizer.py @@ -219,7 +219,7 @@ def get_message_up_to( self, message: str, ssml: str, - seconds: int, + seconds: float, word_boundary_event_pool: WordBoundaryEventPool, ) -> str: events = word_boundary_event_pool.get_events_sorted() diff --git a/vocode/streaming/synthesizer/bark_synthesizer.py b/vocode/streaming/synthesizer/bark_synthesizer.py index a8aa85fcf8..d8a79d5c67 100644 --- a/vocode/streaming/synthesizer/bark_synthesizer.py +++ b/vocode/streaming/synthesizer/bark_synthesizer.py @@ -60,6 +60,7 @@ async def create_speech( write_wav(output_bytes_io, self.SAMPLE_RATE, int_audio_arr) result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, file=output_bytes_io, message=message, chunk_size=chunk_size, diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index 912315a1b0..99733fbdc8 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -67,7 +67,7 @@ def __init__(self, chunk: bytes, is_last_chunk: bool): def __init__( self, chunk_generator: AsyncGenerator[ChunkResult, None], - get_message_up_to: Callable[[int], str], + get_message_up_to: Callable[[float], str], ): self.chunk_generator = chunk_generator self.get_message_up_to = get_message_up_to @@ -172,20 +172,23 @@ def ready_synthesizer(self): pass # given the number of seconds the message was allowed to go until, where did we get in the message? + @staticmethod def get_message_cutoff_from_total_response_length( - self, message: BaseMessage, seconds: int, size_of_output: int + synthesizer_config: SynthesizerConfig, + message: BaseMessage, + seconds: float, + size_of_output: int, ) -> str: - estimated_output_seconds = ( - size_of_output / self.synthesizer_config.sampling_rate - ) + estimated_output_seconds = size_of_output / synthesizer_config.sampling_rate if not message.text: return message.text estimated_output_seconds_per_char = estimated_output_seconds / len(message.text) return message.text[: int(seconds / estimated_output_seconds_per_char)] + @staticmethod def get_message_cutoff_from_voice_speed( - self, message: BaseMessage, seconds: int, words_per_minute: int + message: BaseMessage, seconds: float, words_per_minute: int ) -> str: words_per_second = words_per_minute / 60 estimated_words_spoken = math.floor(words_per_second * seconds) @@ -203,19 +206,21 @@ async def create_speech( raise NotImplementedError # @param file - a file-like object in wav format + @staticmethod def create_synthesis_result_from_wav( - self, file: Any, message: BaseMessage, chunk_size: int + synthesizer_config: SynthesizerConfig, + file: Any, + message: BaseMessage, + chunk_size: int, ) -> SynthesisResult: output_bytes = convert_wav( file, - output_sample_rate=self.synthesizer_config.sampling_rate, - output_encoding=self.synthesizer_config.audio_encoding, + output_sample_rate=synthesizer_config.sampling_rate, + output_encoding=synthesizer_config.audio_encoding, ) - if self.synthesizer_config.should_encode_as_wav: - chunk_transform = lambda chunk: encode_as_wav( - chunk, self.synthesizer_config - ) + if synthesizer_config.should_encode_as_wav: + chunk_transform = lambda chunk: encode_as_wav(chunk, synthesizer_config) else: chunk_transform = lambda chunk: chunk @@ -232,8 +237,8 @@ async def chunk_generator(output_bytes): return SynthesisResult( chunk_generator(output_bytes), - lambda seconds: self.get_message_cutoff_from_total_response_length( - message, seconds, len(output_bytes) + lambda seconds: BaseSynthesizer.get_message_cutoff_from_total_response_length( + synthesizer_config, message, seconds, len(output_bytes) ), ) diff --git a/vocode/streaming/synthesizer/coqui_synthesizer.py b/vocode/streaming/synthesizer/coqui_synthesizer.py index d261ae2eb0..8bd8093aa0 100644 --- a/vocode/streaming/synthesizer/coqui_synthesizer.py +++ b/vocode/streaming/synthesizer/coqui_synthesizer.py @@ -86,6 +86,7 @@ async def create_speech( ) result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, file=io.BytesIO(read_response), message=message, chunk_size=chunk_size, diff --git a/vocode/streaming/synthesizer/coqui_tts_synthesizer.py b/vocode/streaming/synthesizer/coqui_tts_synthesizer.py index d01c2df903..45bacb8956 100644 --- a/vocode/streaming/synthesizer/coqui_tts_synthesizer.py +++ b/vocode/streaming/synthesizer/coqui_tts_synthesizer.py @@ -77,7 +77,10 @@ async def create_speech( audio_segment.export(output_bytes_io, format="wav") # type: ignore result = self.create_synthesis_result_from_wav( - file=output_bytes_io, message=message, chunk_size=chunk_size + synthesizer_config=self.synthesizer_config, + file=output_bytes_io, + message=message, + chunk_size=chunk_size, ) convert_span.end() diff --git a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py index 0b18adad8d..051d0900bd 100644 --- a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py +++ b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py @@ -108,6 +108,7 @@ async def create_speech( output_bytes_io = decode_mp3(audio_data) result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, file=output_bytes_io, message=message, chunk_size=chunk_size, diff --git a/vocode/streaming/synthesizer/google_synthesizer.py b/vocode/streaming/synthesizer/google_synthesizer.py index d0e4384959..9014bf7d82 100644 --- a/vocode/streaming/synthesizer/google_synthesizer.py +++ b/vocode/streaming/synthesizer/google_synthesizer.py @@ -106,6 +106,7 @@ async def create_speech( output_bytes_io.seek(0) result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, file=output_bytes_io, message=message, chunk_size=chunk_size, diff --git a/vocode/streaming/synthesizer/gtts_synthesizer.py b/vocode/streaming/synthesizer/gtts_synthesizer.py index a58c79cbe2..5c49fb905e 100644 --- a/vocode/streaming/synthesizer/gtts_synthesizer.py +++ b/vocode/streaming/synthesizer/gtts_synthesizer.py @@ -60,6 +60,7 @@ def thread(): audio_segment.export(output_bytes_io, format="wav") # type: ignore result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, file=output_bytes_io, message=message, chunk_size=chunk_size, diff --git a/vocode/streaming/synthesizer/play_ht_synthesizer.py b/vocode/streaming/synthesizer/play_ht_synthesizer.py index 58185100d2..b80c021dfc 100644 --- a/vocode/streaming/synthesizer/play_ht_synthesizer.py +++ b/vocode/streaming/synthesizer/play_ht_synthesizer.py @@ -92,6 +92,7 @@ async def create_speech( output_bytes_io = decode_mp3(read_response) result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, file=output_bytes_io, message=message, chunk_size=chunk_size, diff --git a/vocode/streaming/synthesizer/polly_synthesizer.py b/vocode/streaming/synthesizer/polly_synthesizer.py index 94ab09c43c..da7bfc614a 100644 --- a/vocode/streaming/synthesizer/polly_synthesizer.py +++ b/vocode/streaming/synthesizer/polly_synthesizer.py @@ -70,7 +70,7 @@ def get_speech_marks(self, message: str) -> Any: def get_message_up_to( self, message: str, - seconds: int, + seconds: float, word_events, ) -> str: for event in word_events: diff --git a/vocode/streaming/synthesizer/rime_synthesizer.py b/vocode/streaming/synthesizer/rime_synthesizer.py index 435fbe5c08..0d103d041a 100644 --- a/vocode/streaming/synthesizer/rime_synthesizer.py +++ b/vocode/streaming/synthesizer/rime_synthesizer.py @@ -80,7 +80,10 @@ async def create_speech( audio_file = io.BytesIO(base64.b64decode(data.get("audioContent"))) result = self.create_synthesis_result_from_wav( - file=audio_file, message=message, chunk_size=chunk_size + synthesizer_config=self.synthesizer_config, + file=audio_file, + message=message, + chunk_size=chunk_size, ) convert_span.end() return result diff --git a/vocode/streaming/synthesizer/stream_elements_synthesizer.py b/vocode/streaming/synthesizer/stream_elements_synthesizer.py index b95a27ee28..b3a627b457 100644 --- a/vocode/streaming/synthesizer/stream_elements_synthesizer.py +++ b/vocode/streaming/synthesizer/stream_elements_synthesizer.py @@ -64,6 +64,7 @@ async def create_speech( audio_segment.export(output_bytes_io, format="wav") # type: ignore result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, file=output_bytes_io, message=message, chunk_size=chunk_size, From 41d8027ae5670d43352bb4a086d0f86054f06799 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 12 Sep 2023 13:36:44 -0700 Subject: [PATCH 026/148] Update ivr-navigation.mdx (#395) --- docs/ivr-navigation.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/ivr-navigation.mdx b/docs/ivr-navigation.mdx index c67f0cffec..11635ee8fb 100644 --- a/docs/ivr-navigation.mdx +++ b/docs/ivr-navigation.mdx @@ -4,7 +4,7 @@ description: "Navigate phone trees" --- Note: this feature is only useful on outbound calls, which are disabled by default. Please contact us through Discord or at support@vocode.dev -to discuss enabling this for your account! +to discuss enabling outbound calls for your account! The Vocode API has many tools for agents to interact with IVRs (interactive voice responses) - navigating phone trees is one of the primary use-cases of the API. From 381bf46a41524f07efb93226b3f812a60281e465 Mon Sep 17 00:00:00 2001 From: Eliot Hsu Date: Tue, 19 Sep 2023 16:52:51 -0700 Subject: [PATCH 027/148] Update autogenerated API reference (#400) --- docs/openapi.json | 49 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 49 insertions(+) diff --git a/docs/openapi.json b/docs/openapi.json index 59034f1e21..a38f50c4dd 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -94,6 +94,13 @@ "tags": ["numbers"], "summary": "Buy Number", "operationId": "buy_number", + "requestBody": { + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/BuyPhoneNumberRequest" } + } + } + }, "responses": { "200": { "description": "Successful Response", @@ -102,6 +109,14 @@ "schema": { "$ref": "#/components/schemas/PhoneNumber" } } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } } }, "security": [{ "HTTPBearer": [] }] @@ -1439,6 +1454,11 @@ "enum": ["default", "off"], "title": "Ivr Navigation Mode", "default": "off" + }, + "conversation_speed": { + "type": "number", + "title": "Conversation Speed", + "default": 1.0 } }, "type": "object", @@ -1542,6 +1562,11 @@ "enum": ["default", "off"], "title": "Ivr Navigation Mode", "default": "off" + }, + "conversation_speed": { + "type": "number", + "title": "Conversation Speed", + "default": 1.0 } }, "type": "object", @@ -1668,6 +1693,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Ivr Navigation Mode" + }, + "conversation_speed": { + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Conversation Speed" } }, "type": "object", @@ -1738,6 +1770,13 @@ "required": ["type"], "title": "AzureVoiceUpdateParams" }, + "BuyPhoneNumberRequest": { + "properties": { + "area_code": { "type": "string", "title": "Area Code" } + }, + "type": "object", + "title": "BuyPhoneNumberRequest" + }, "Call": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -1910,6 +1949,11 @@ "enum": ["default", "off"], "title": "Ivr Navigation Mode", "default": "off" + }, + "conversation_speed": { + "type": "number", + "title": "Conversation Speed", + "default": 1.0 } }, "type": "object", @@ -2210,6 +2254,11 @@ "enum": ["default", "off"], "title": "Ivr Navigation Mode", "default": "off" + }, + "conversation_speed": { + "type": "number", + "title": "Conversation Speed", + "default": 1.0 } }, "type": "object", From 4234d8954ab01c6ee3c0b9b80acf10ca1753d39e Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 25 Sep 2023 20:34:09 -0700 Subject: [PATCH 028/148] bumps openapi spec (#406) --- docs/openapi.json | 84 +++++++++++++++++++++++++++++++++++++++-------- 1 file changed, 70 insertions(+), 14 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index a38f50c4dd..fe2177ed49 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1981,6 +1981,11 @@ "type": "boolean", "title": "Hipaa Compliant", "default": false + }, + "context": { + "additionalProperties": { "type": "string" }, + "type": "object", + "title": "Context" } }, "type": "object", @@ -2336,6 +2341,27 @@ "required": ["id", "user_id", "inbound_agent", "number"], "title": "NormalizedPhoneNumber" }, + "NormalizedPrompt": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "content": { "type": "string", "title": "Content", "default": "" }, + "collect_fields": { + "items": { "$ref": "#/components/schemas/CollectField" }, + "type": "array", + "title": "Collect Fields" + }, + "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "prompt_template": { + "type": "string", + "format": "uuid", + "title": "Prompt Template" + } + }, + "type": "object", + "required": ["id", "user_id"], + "title": "NormalizedPrompt" + }, "PhoneNumber": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -2438,7 +2464,12 @@ }, "PlanType": { "type": "string", - "enum": ["plan_free", "plan_developer", "plan_enterprise"], + "enum": [ + "plan_free", + "plan_developer", + "plan_enterprise", + "plan_unlimited" + ], "title": "PlanType", "description": "An enumeration." }, @@ -2518,22 +2549,23 @@ "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, - "content": { "type": "string", "title": "Content" }, + "content": { "type": "string", "title": "Content", "default": "" }, "collect_fields": { "items": { "$ref": "#/components/schemas/CollectField" }, "type": "array", "title": "Collect Fields" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" } + "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "prompt_template": { "$ref": "#/components/schemas/PromptTemplate" } }, "type": "object", - "required": ["id", "user_id", "content"], + "required": ["id", "user_id"], "title": "Prompt" }, "PromptPage": { "properties": { "items": { - "items": { "$ref": "#/components/schemas/Prompt" }, + "items": { "$ref": "#/components/schemas/NormalizedPrompt" }, "type": "array", "title": "Items" }, @@ -2547,18 +2579,39 @@ }, "PromptParams": { "properties": { - "content": { "type": "string", "title": "Content" }, + "content": { "type": "string", "title": "Content", "default": "" }, "collect_fields": { "items": { "$ref": "#/components/schemas/CollectField" }, "type": "array", "title": "Collect Fields" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" } + "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "prompt_template": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PromptTemplate" } + ], + "title": "Prompt Template" + } }, "type": "object", - "required": ["content"], "title": "PromptParams" }, + "PromptTemplate": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "label": { "type": "string", "title": "Label", "default": "" }, + "required_context_keys": { + "items": { "type": "string" }, + "type": "array", + "title": "Required Context Keys" + } + }, + "type": "object", + "required": ["id", "user_id", "required_context_keys"], + "title": "PromptTemplate" + }, "PromptUpdateParams": { "properties": { "content": { @@ -2584,6 +2637,14 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Context Endpoint" + }, + "prompt_template": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/PromptTemplate" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Prompt Template" } }, "type": "object", @@ -2724,12 +2785,7 @@ } }, "type": "object", - "required": [ - "user_id", - "plan_type", - "monthly_usage_minutes", - "monthly_usage_limit_minutes" - ], + "required": ["user_id", "plan_type", "monthly_usage_minutes"], "title": "Usage" }, "ValidationError": { From ef0edf7bcaeb9cd2d3d85db065c96859b78dc077 Mon Sep 17 00:00:00 2001 From: shobhitsrivastava <2shobhitsriv6@gmail.com> Date: Tue, 3 Oct 2023 15:00:11 -0400 Subject: [PATCH 029/148] Fix transcript event manager handling (#408) Co-authored-by: Shobhit --- vocode/streaming/client_backend/conversation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vocode/streaming/client_backend/conversation.py b/vocode/streaming/client_backend/conversation.py index a9977c01b9..1d7b008739 100644 --- a/vocode/streaming/client_backend/conversation.py +++ b/vocode/streaming/client_backend/conversation.py @@ -122,7 +122,7 @@ def __init__( self.output_device = output_device self.logger = logger or logging.getLogger(__name__) - def handle_event(self, event: Event): + async def handle_event(self, event: Event): if event.type == EventType.TRANSCRIPT: transcript_event = typing.cast(TranscriptEvent, event) self.output_device.consume_transcript(transcript_event) From 116de1d147b5df81ad6253316eaba63cd763caef Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 4 Oct 2023 19:35:02 -0700 Subject: [PATCH 030/148] bump for update openapi spec (#409) --- docs/openapi.json | 40 ++++++++++++++++++++++++++++++---------- 1 file changed, 30 insertions(+), 10 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index fe2177ed49..2ee79c40cd 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -356,7 +356,7 @@ "responses": { "200": { "description": "Successful Response", - "content": { "application/json": { "schema": {} } } + "content": { "audio/mpeg": {} } }, "422": { "description": "Validation Error", @@ -1792,10 +1792,10 @@ "default": false }, "transcript": { "type": "string", "title": "Transcript" }, - "machine_detection_result": { + "human_detection_result": { "type": "string", - "enum": ["human", "machine"], - "title": "Machine Detection Result" + "enum": ["human", "no_human"], + "title": "Human Detection Result" }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, @@ -1818,6 +1818,11 @@ "type": "boolean", "title": "Hipaa Compliant", "default": false + }, + "on_no_human_answer": { + "type": "string", + "enum": ["continue", "hangup"], + "title": "On No Human Answer" } }, "type": "object", @@ -1971,10 +1976,10 @@ ], "title": "Agent" }, - "on_machine_answer": { + "on_no_human_answer": { "type": "string", "enum": ["continue", "hangup"], - "title": "On Machine Answer", + "title": "On No Human Answer", "default": "continue" }, "hipaa_compliant": { @@ -2174,7 +2179,7 @@ "event_phone_call_ended", "event_transcript", "event_recording", - "event_machine_detection" + "event_human_detection" ], "title": "EventType", "description": "An enumeration." @@ -2285,10 +2290,10 @@ "default": false }, "transcript": { "type": "string", "title": "Transcript" }, - "machine_detection_result": { + "human_detection_result": { "type": "string", - "enum": ["human", "machine"], - "title": "Machine Detection Result" + "enum": ["human", "no_human"], + "title": "Human Detection Result" }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, @@ -2311,6 +2316,11 @@ "type": "boolean", "title": "Hipaa Compliant", "default": false + }, + "on_no_human_answer": { + "type": "string", + "enum": ["continue", "hangup"], + "title": "On No Human Answer" } }, "type": "object", @@ -2335,6 +2345,11 @@ "format": "uuid", "title": "Inbound Agent" }, + "outbound_only": { + "type": "boolean", + "title": "Outbound Only", + "default": false + }, "number": { "type": "string", "title": "Number" } }, "type": "object", @@ -2369,6 +2384,11 @@ "active": { "type": "boolean", "title": "Active", "default": true }, "label": { "type": "string", "title": "Label", "default": "" }, "inbound_agent": { "$ref": "#/components/schemas/Agent" }, + "outbound_only": { + "type": "boolean", + "title": "Outbound Only", + "default": false + }, "number": { "type": "string", "title": "Number" } }, "type": "object", From c16fe3a7bf9212d5ad29a9c4b8a9ccfa5dfd5ce4 Mon Sep 17 00:00:00 2001 From: Eliot Hsu Date: Fri, 13 Oct 2023 12:09:52 -0700 Subject: [PATCH 031/148] bump openapi spec (#414) --- docs/openapi.json | 44 +++++++++++++++++++++++++++++++++----------- 1 file changed, 33 insertions(+), 11 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index 2ee79c40cd..7eb7bc615f 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -2350,6 +2350,11 @@ "title": "Outbound Only", "default": false }, + "example_context": { + "additionalProperties": { "type": "string" }, + "type": "object", + "title": "Example Context" + }, "number": { "type": "string", "title": "Number" } }, "type": "object", @@ -2389,6 +2394,11 @@ "title": "Outbound Only", "default": false }, + "example_context": { + "additionalProperties": { "type": "string" }, + "type": "object", + "title": "Example Context" + }, "number": { "type": "string", "title": "Number" } }, "type": "object", @@ -2504,17 +2514,16 @@ }, "voice_id": { "type": "string", "title": "Voice Id" }, "api_user_id": { "type": "string", "title": "Api User Id" }, - "api_key": { "type": "string", "title": "Api Key" } + "api_key": { "type": "string", "title": "Api Key" }, + "version": { + "type": "string", + "enum": ["1", "2"], + "title": "Version", + "default": "2" + } }, "type": "object", - "required": [ - "id", - "user_id", - "type", - "voice_id", - "api_user_id", - "api_key" - ], + "required": ["id", "user_id", "type", "voice_id"], "title": "PlayHtVoice" }, "PlayHtVoiceParams": { @@ -2526,10 +2535,16 @@ }, "voice_id": { "type": "string", "title": "Voice Id" }, "api_user_id": { "type": "string", "title": "Api User Id" }, - "api_key": { "type": "string", "title": "Api Key" } + "api_key": { "type": "string", "title": "Api Key" }, + "version": { + "type": "string", + "enum": ["1", "2"], + "title": "Version", + "default": "2" + } }, "type": "object", - "required": ["type", "voice_id", "api_user_id", "api_key"], + "required": ["type", "voice_id"], "title": "PlayHtVoiceParams" }, "PlayHtVoiceUpdateParams": { @@ -2559,6 +2574,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Api Key" + }, + "version": { + "anyOf": [ + { "type": "string", "enum": ["1", "2"] }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Version" } }, "type": "object", From 9b413bb425d17484ea2551f6d4964bc95fd6cac6 Mon Sep 17 00:00:00 2001 From: Eliot Hsu Date: Wed, 25 Oct 2023 10:54:40 -0700 Subject: [PATCH 032/148] bump openapi spec (#424) --- docs/openapi.json | 44 ++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 42 insertions(+), 2 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index 7eb7bc615f..95febba673 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1797,6 +1797,10 @@ "enum": ["human", "no_human"], "title": "Human Detection Result" }, + "do_not_call_result": { + "type": "boolean", + "title": "Do Not Call Result" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "$ref": "#/components/schemas/Agent" }, @@ -1823,6 +1827,15 @@ "type": "string", "enum": ["continue", "hangup"], "title": "On No Human Answer" + }, + "context": { + "additionalProperties": { "type": "string" }, + "type": "object", + "title": "Context" + }, + "run_do_not_call_detection": { + "type": "boolean", + "title": "Run Do Not Call Detection" } }, "type": "object", @@ -1982,6 +1995,11 @@ "title": "On No Human Answer", "default": "continue" }, + "run_do_not_call_detection": { + "type": "boolean", + "title": "Run Do Not Call Detection", + "default": false + }, "hipaa_compliant": { "type": "boolean", "title": "Hipaa Compliant", @@ -2295,6 +2313,10 @@ "enum": ["human", "no_human"], "title": "Human Detection Result" }, + "do_not_call_result": { + "type": "boolean", + "title": "Do Not Call Result" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "type": "string", "format": "uuid", "title": "Agent" }, @@ -2321,6 +2343,15 @@ "type": "string", "enum": ["continue", "hangup"], "title": "On No Human Answer" + }, + "context": { + "additionalProperties": { "type": "string" }, + "type": "object", + "title": "Context" + }, + "run_do_not_call_detection": { + "type": "boolean", + "title": "Run Do Not Call Detection" } }, "type": "object", @@ -2520,7 +2551,8 @@ "enum": ["1", "2"], "title": "Version", "default": "2" - } + }, + "speed": { "type": "number", "title": "Speed" } }, "type": "object", "required": ["id", "user_id", "type", "voice_id"], @@ -2541,7 +2573,8 @@ "enum": ["1", "2"], "title": "Version", "default": "2" - } + }, + "speed": { "type": "number", "title": "Speed" } }, "type": "object", "required": ["type", "voice_id"], @@ -2581,6 +2614,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Version" + }, + "speed": { + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Speed" } }, "type": "object", From 8d3239f639dfd76cee0d695615e58992aa01f400 Mon Sep 17 00:00:00 2001 From: Eliot Hsu Date: Tue, 31 Oct 2023 18:31:53 -0700 Subject: [PATCH 033/148] docs update (#429) * docs update * fix --- docs/do-not-call-detection.mdx | 52 ++++++++++++++++++++++++++++++++++ docs/mint.json | 3 +- 2 files changed, 54 insertions(+), 1 deletion(-) create mode 100644 docs/do-not-call-detection.mdx diff --git a/docs/do-not-call-detection.mdx b/docs/do-not-call-detection.mdx new file mode 100644 index 0000000000..c93338180b --- /dev/null +++ b/docs/do-not-call-detection.mdx @@ -0,0 +1,52 @@ +--- +title: "[Beta] Do Not Call detection" +description: "Configure whether or not to run automatic estimated Do Not Call analysis" +--- + +The Vocode API allows you to configure whether or not to run automatic rudimentary detection +on outbound calls as to whether or not the receiving party has indicated they would like to +be placed on a Do Not Call list. Additionally, if Do Not Call analysis was run on a call, +the result will be populated into a field on the Call object returned from the Get Call endpoint. + +By default, if the `run_do_not_call_detection` argument is not supplied, Vocode will not run +Do Not Call detection. + +# Example 1: Run Do Not Call detection on an outbound call, and retrieve the result + +The `run_do_not_call_detection` parameter on outbound call creation defines whether +or not to run rudimentary Do Not Call analysis. + +```python +from vocode import CreateCallAgentParams + +vocode_client.calls.create_call( + from_number="", + to_number="15555555555", + agent=CreateCallAgentParams( + prompt=Prompt( + content="Ask Eliot if the sun is on today" + ), + ), + run_do_not_call_detection=True +) +``` + +After the call has completed, we can query for calls as usual, and find the returned Call object +has the Do Not Call detection result set: + +```python Python +vocode_client.calls.get_call(id="CALL_ID") +``` + +returning: + +```json +{ + "id": "call_id", + "to_number": "123456789", + "from_number": "123456789", + ... + "do_not_call_result": true, + ... +} +``` diff --git a/docs/mint.json b/docs/mint.json index c51c218c12..37518f38f7 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -174,7 +174,8 @@ "injecting-context", "machine-detection", "ivr-navigation", - "hipaa-compliance" + "hipaa-compliance", + "do-not-call-detection" ] } ], From b0806e7169f9520a1edb3f68911d4df6c2c32814 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 7 Nov 2023 16:22:32 -0800 Subject: [PATCH 034/148] update docs for machine detection (#434) --- docs/machine-detection.mdx | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/docs/machine-detection.mdx b/docs/machine-detection.mdx index af38f81977..223ed7a9eb 100644 --- a/docs/machine-detection.mdx +++ b/docs/machine-detection.mdx @@ -1,5 +1,5 @@ --- -title: "[Beta] Answering machine detection" +title: "Answering machine detection" description: "Define the behavior of the bot when no one answers the phone" --- @@ -8,7 +8,7 @@ phone call is an answerphone as well as subscribe to events relating to machine # Example 1: Hang up the call if it goes to voicemail -The `on_machine_answer` parameter defines what should happen if a machine answers the phone. +The `on_no_human_answer` parameter defines what should happen if a machine answers the phone. ```python from vocode import CreateCallAgentParams @@ -21,14 +21,14 @@ vocode_client.calls.create_call( content="Ask Ajay if his refrigerator is running" ), ), - on_machine_answer="hangup" + on_no_human_answer="hangup" ) ``` # Example 2: Hook into when a call goes to voicemail -If you'd like the bot to stay on the call and leave a voicemail, set `on_machine_answer` to `"continue"`. You can -also configure a webhook to be fired when the answering machine detection status +If you'd like the bot to stay on the call and leave a voicemail, set `on_no_human_answer` to `"continue"`. You can +also configure a webhook to be fired when the answering machine detection status is populated. ```python from vocode import CreateCallAgentParams, PromptParams @@ -42,10 +42,10 @@ vocode_client.calls.create_call( ), webhook=WebhookParams( url="", - subscriptions=["event_machine_detection"] + subscriptions=["event_human_detection"] ) ), - on_machine_answer="continue" + on_no_human_answer="continue" ) ``` @@ -53,10 +53,10 @@ Once the call is picked up, the webhook URL configured above will get the follow ``` { - "type": "event_machine_detection", + "type": "event_human_detection", "call_id": "", "payload": { - "result": "machine" # or "human" + "result": "no_human" # or "human" } } ``` From a962141860e4e591817bc8c011fc7f9a821c09e0 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 24 Nov 2023 19:32:04 -0800 Subject: [PATCH 035/148] update openapi spec 11/24 (#444) --- docs/openapi.json | 209 ++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 201 insertions(+), 8 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index 95febba673..70f61b5edb 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -97,7 +97,13 @@ "requestBody": { "content": { "application/json": { - "schema": { "$ref": "#/components/schemas/BuyPhoneNumberRequest" } + "schema": { + "allOf": [ + { "$ref": "#/components/schemas/BuyPhoneNumberRequest" } + ], + "title": "Request", + "default": { "telephony_provider": "vonage" } + } } } }, @@ -198,6 +204,42 @@ "security": [{ "HTTPBearer": [] }] } }, + "/v1/numbers/link": { + "post": { + "tags": ["numbers"], + "summary": "Link Number", + "operationId": "link_number", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/LinkPhoneNumberRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/PhoneNumber" } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, "/v1/calls/list": { "get": { "tags": ["calls"], @@ -348,7 +390,7 @@ "parameters": [ { "required": true, - "schema": { "type": "string", "title": "Id" }, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", "in": "query" } @@ -1459,6 +1501,11 @@ "type": "number", "title": "Conversation Speed", "default": 1.0 + }, + "initial_message_delay": { + "type": "number", + "title": "Initial Message Delay", + "default": 0.0 } }, "type": "object", @@ -1567,6 +1614,11 @@ "type": "number", "title": "Conversation Speed", "default": 1.0 + }, + "initial_message_delay": { + "type": "number", + "title": "Initial Message Delay", + "default": 0.0 } }, "type": "object", @@ -1700,6 +1752,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Conversation Speed" + }, + "initial_message_delay": { + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Initial Message Delay" } }, "type": "object", @@ -1772,7 +1831,18 @@ }, "BuyPhoneNumberRequest": { "properties": { - "area_code": { "type": "string", "title": "Area Code" } + "area_code": { "type": "string", "title": "Area Code" }, + "telephony_provider": { + "type": "string", + "enum": ["vonage", "twilio"], + "title": "Telephony Provider", + "default": "vonage" + }, + "telephony_account_connection": { + "type": "string", + "format": "uuid", + "title": "Telephony Account Connection" + } }, "type": "object", "title": "BuyPhoneNumberRequest" @@ -1801,9 +1871,15 @@ "type": "boolean", "title": "Do Not Call Result" }, + "telephony_id": { "type": "string", "title": "Telephony Id" }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "$ref": "#/components/schemas/Agent" }, + "telephony_provider": { + "type": "string", + "enum": ["vonage", "twilio"], + "title": "Telephony Provider" + }, "agent_phone_number": { "type": "string", "title": "Agent Phone Number" @@ -1845,6 +1921,7 @@ "to_number", "from_number", "agent", + "telephony_provider", "agent_phone_number" ], "title": "Call" @@ -1972,6 +2049,11 @@ "type": "number", "title": "Conversation Speed", "default": 1.0 + }, + "initial_message_delay": { + "type": "number", + "title": "Initial Message Delay", + "default": 0.0 } }, "type": "object", @@ -2074,7 +2156,12 @@ "voice_id": { "type": "string", "title": "Voice Id" }, "stability": { "type": "number", "title": "Stability" }, "similarity_boost": { "type": "number", "title": "Similarity Boost" }, - "api_key": { "type": "string", "title": "Api Key" } + "api_key": { "type": "string", "title": "Api Key" }, + "optimize_streaming_latency": { + "type": "integer", + "title": "Optimize Streaming Latency" + }, + "model_id": { "type": "string", "title": "Model Id" } }, "type": "object", "required": ["id", "user_id", "type", "voice_id"], @@ -2090,7 +2177,12 @@ "voice_id": { "type": "string", "title": "Voice Id" }, "stability": { "type": "number", "title": "Stability" }, "similarity_boost": { "type": "number", "title": "Similarity Boost" }, - "api_key": { "type": "string", "title": "Api Key" } + "api_key": { "type": "string", "title": "Api Key" }, + "optimize_streaming_latency": { + "type": "integer", + "title": "Optimize Streaming Latency" + }, + "model_id": { "type": "string", "title": "Model Id" } }, "type": "object", "required": ["type", "voice_id"], @@ -2130,6 +2222,20 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Api Key" + }, + "optimize_streaming_latency": { + "anyOf": [ + { "type": "integer" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Optimize Streaming Latency" + }, + "model_id": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Model Id" } }, "type": "object", @@ -2231,6 +2337,24 @@ "title": "Language", "description": "An enumeration." }, + "LinkPhoneNumberRequest": { + "properties": { + "phone_number": { "type": "string", "title": "Phone Number" }, + "telephony_account_connection": { + "type": "string", + "format": "uuid", + "title": "Telephony Account Connection" + }, + "outbound_only": { + "type": "boolean", + "title": "Outbound Only", + "default": false + } + }, + "type": "object", + "required": ["phone_number", "telephony_account_connection"], + "title": "LinkPhoneNumberRequest" + }, "NormalizedAgent": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -2287,6 +2411,11 @@ "type": "number", "title": "Conversation Speed", "default": 1.0 + }, + "initial_message_delay": { + "type": "number", + "title": "Initial Message Delay", + "default": 0.0 } }, "type": "object", @@ -2317,9 +2446,15 @@ "type": "boolean", "title": "Do Not Call Result" }, + "telephony_id": { "type": "string", "title": "Telephony Id" }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "type": "string", "format": "uuid", "title": "Agent" }, + "telephony_provider": { + "type": "string", + "enum": ["vonage", "twilio"], + "title": "Telephony Provider" + }, "agent_phone_number": { "type": "string", "title": "Agent Phone Number" @@ -2361,6 +2496,7 @@ "to_number", "from_number", "agent", + "telephony_provider", "agent_phone_number" ], "title": "NormalizedCall" @@ -2386,7 +2522,20 @@ "type": "object", "title": "Example Context" }, - "number": { "type": "string", "title": "Number" } + "number": { "type": "string", "title": "Number" }, + "telephony_provider": { + "type": "string", + "enum": ["vonage", "twilio"], + "title": "Telephony Provider", + "default": "vonage" + }, + "telephony_account_connection": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/TwilioAccountConnection" } + ], + "title": "Telephony Account Connection" + } }, "type": "object", "required": ["id", "user_id", "inbound_agent", "number"], @@ -2430,7 +2579,16 @@ "type": "object", "title": "Example Context" }, - "number": { "type": "string", "title": "Number" } + "number": { "type": "string", "title": "Number" }, + "telephony_provider": { + "type": "string", + "enum": ["vonage", "twilio"], + "title": "Telephony Provider", + "default": "vonage" + }, + "telephony_account_connection": { + "$ref": "#/components/schemas/TwilioAccountConnection" + } }, "type": "object", "required": ["id", "user_id", "inbound_agent", "number"], @@ -2831,7 +2989,42 @@ "required": ["phone_number"], "title": "TransferCallConfig" }, - "Undefined": { "properties": {}, "type": "object", "title": "Undefined" }, + "TwilioAccountConnection": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { + "type": "string", + "enum": ["account_connection_twilio"], + "title": "Type" + }, + "credentials": { "$ref": "#/components/schemas/TwilioCredentials" } + }, + "type": "object", + "required": ["id", "user_id", "type", "credentials"], + "title": "TwilioAccountConnection" + }, + "TwilioCredentials": { + "properties": { + "twilio_account_sid": { + "type": "string", + "title": "Twilio Account Sid" + }, + "twilio_auth_token": { + "type": "string", + "title": "Twilio Auth Token" + } + }, + "type": "object", + "required": ["twilio_account_sid", "twilio_auth_token"], + "title": "TwilioCredentials" + }, + "Undefined": { + "properties": {}, + "additionalProperties": false, + "type": "object", + "title": "Undefined" + }, "UpdateNumberRequest": { "properties": { "label": { From 6b6ff5a70d53c80178afc12fb8f98d964127acab Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Mon, 27 Nov 2023 10:28:26 -0800 Subject: [PATCH 036/148] updated hosted-api docs (#445) --- docs/do-not-call-detection.mdx | 4 ++-- docs/injecting-context.mdx | 8 ++++--- docs/machine-detection.mdx | 6 +++--- docs/retrieve-call-data.mdx | 4 ++-- docs/setting-up-webhook.mdx | 2 +- docs/using-actions.mdx | 38 +++++++++++++++++++--------------- docs/vectordb.mdx | 14 +++++++------ 7 files changed, 42 insertions(+), 34 deletions(-) diff --git a/docs/do-not-call-detection.mdx b/docs/do-not-call-detection.mdx index c93338180b..5045712472 100644 --- a/docs/do-not-call-detection.mdx +++ b/docs/do-not-call-detection.mdx @@ -17,13 +17,13 @@ The `run_do_not_call_detection` parameter on outbound call creation defines whet or not to run rudimentary Do Not Call analysis. ```python -from vocode import CreateCallAgentParams +from vocode import CreateCallAgentParams, PromptParams vocode_client.calls.create_call( from_number="", to_number="15555555555", agent=CreateCallAgentParams( - prompt=Prompt( + prompt=PromptParams( content="Ask Eliot if the sun is on today" ), ), diff --git a/docs/injecting-context.mdx b/docs/injecting-context.mdx index 4390c1116c..75341f349d 100644 --- a/docs/injecting-context.mdx +++ b/docs/injecting-context.mdx @@ -24,13 +24,15 @@ In order to have your bot use injected variables, the prompt must include templa our prompt to accept a user's first name and link it to our context endpoint. ```python -from vocode import AgentUpdateParams +from vocode import AgentUpdateParams, PromptUpdateParams name_prompt = "You are talking to ${name}" number = vocode_client.numbers.update_number( phone_number="YOUR_NUMBER", - inbound_agent=AgentUpdateParams(prompt=name_prompt), - context_endpoint="YOUR_CONTEXT_URL" + inbound_agent=AgentUpdateParams( + prompt=PromptUpdateParams(content=name_prompt), + context_endpoint="YOUR_CONTEXT_URL", + ), ) ``` diff --git a/docs/machine-detection.mdx b/docs/machine-detection.mdx index 223ed7a9eb..d3c81aaa59 100644 --- a/docs/machine-detection.mdx +++ b/docs/machine-detection.mdx @@ -11,17 +11,17 @@ phone call is an answerphone as well as subscribe to events relating to machine The `on_no_human_answer` parameter defines what should happen if a machine answers the phone. ```python -from vocode import CreateCallAgentParams +from vocode import CreateCallAgentParams, PromptParams vocode_client.calls.create_call( from_number="", to_number="15555555555", agent=CreateCallAgentParams( - prompt=Prompt( + prompt=PromptParams( content="Ask Ajay if his refrigerator is running" ), ), - on_no_human_answer="hangup" + on_no_human_answer="hangup", ) ``` diff --git a/docs/retrieve-call-data.mdx b/docs/retrieve-call-data.mdx index b3b808def3..521f8c4e79 100644 --- a/docs/retrieve-call-data.mdx +++ b/docs/retrieve-call-data.mdx @@ -91,12 +91,12 @@ If you enabled call recording, you can download the call recording file. ```python Python -vocode_client.calls.recording(id="CALL_ID") +vocode_client.calls.get_recording(id="CALL_ID") ``` ```javascript TypeScript const calls = await vocode.calls.listCalls(); -const recording = await vocode.calls.recording({ id: calls[0].id }); +const recording = await vocode.calls.get_recording({ id: calls[0].id }); ``` ```curl cURL diff --git a/docs/setting-up-webhook.mdx b/docs/setting-up-webhook.mdx index bdff2ba2ca..4f56f40f92 100644 --- a/docs/setting-up-webhook.mdx +++ b/docs/setting-up-webhook.mdx @@ -57,4 +57,4 @@ The full list of `EventType` is listed here: - `EVENT_PHONE_CALL_ENDED`: Indicating the phone call has ended. - `EVENT_TRANSCRIPT`: The transcription of the entire conversation. - `EVENT_RECORDING`: The recording of the conversation has become available. -- `EVENT_MACHINE_DETECTION`: Indicating whether a human or a machine has picked up the phone. +- `EVENT_HUMAN_DETECTION`: Indicating whether a human or a machine has picked up the phone. diff --git a/docs/using-actions.mdx b/docs/using-actions.mdx index b4a74b34db..050620bddd 100644 --- a/docs/using-actions.mdx +++ b/docs/using-actions.mdx @@ -11,9 +11,9 @@ Agents on phone calls can take three actions: ```python Python vocode_client.actions.create_action( - request=CreateActionRequest( - type="action_end_conversation", - ) + request={ + "type": "action_end_conversation", + } ) ``` @@ -41,9 +41,9 @@ curl --request POST \ ```python Python vocode_client.actions.create_action( - request=CreateActionRequest( - type="action_dtmf", - ) + request={ + "type":"action_dtmf", + } ) ``` @@ -71,12 +71,12 @@ curl --request POST \ ```python Python vocode_client.actions.create_action( - request=CreateActionRequest( - type="action_transfer_call", - config=TransferCallActionUpdateParamsConfig( - phone_number="11234567890" - ) - ) + request={ + "type":"action_transfer_call", + "config":{ + "phone_number":"11234567890" + } + } ) ``` @@ -109,9 +109,11 @@ You can attach these as IDs to your phone number agent as follows: ```python Python +from vocode import AgentUpdateParams + vocode_client.numbers.update_number( phone_number="11234567890", - inbound_agent=UpdateNumberRequestInboundAgent( + inbound_agent=AgentUpdateParams( actions=[""] ) ) @@ -145,14 +147,16 @@ You can also add these as actions as raw payloads as follows: ```python Python +from vocode import AgentUpdateParams, TransferCallActionUpdateParams + vocode_client.numbers.update_number( phone_number="11234567890", - inbound_agent=UpdateNumberRequestInboundAgent( + inbound_agent=AgentUpdateParams( actions=[TransferCallActionUpdateParams( type="action_transfer_call", - config=TransferCallActionUpdateParamsConfig( - phone_number="11234567890" - ) + config={ + "phone_number":"11234567890" + } )] ) ) diff --git a/docs/vectordb.mdx b/docs/vectordb.mdx index b8dc24b258..efcc3eb7b3 100644 --- a/docs/vectordb.mdx +++ b/docs/vectordb.mdx @@ -27,15 +27,17 @@ To add your vector database to your agent, you need to add a vector database con ```python update_agent.py -from vocode import PineconeVectorDatabaseUpdateParams +from vocode import AgentUpdateParams, PineconeVectorDatabaseUpdateParams agent = vocode_client.agents.update_agent( id="AGENT_ID", - request=PineconeVectorDatabaseUpdateParams( - type="vector_database_pinecone", - index="PINECONE_INDEX", - api_key="PINECONE_API_KEY", - api_environment="PINECONE_API_ENVIRONMENT", + request=AgentUpdateParams( + vector_database=PineconeVectorDatabaseUpdateParams( + type="vector_database_pinecone", + index="PINECONE_INDEX", + api_key="PINECONE_API_KEY", + api_environment="PINECONE_API_ENVIRONMENT", + ) ), ) ``` From 5b42c89f6bccf1ebabf82e7dc9e47565c4330e97 Mon Sep 17 00:00:00 2001 From: Jean-Louis Queguiner Date: Wed, 29 Nov 2023 16:11:55 -0800 Subject: [PATCH 037/148] Update README.md (#405) --- README.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 1cc6075a8f..a01434cdf4 100644 --- a/README.md +++ b/README.md @@ -26,13 +26,15 @@ We're actively looking for community maintainers, so please reach out if interes - 🤖 [Use an outbound call to a real phone number in a Langchain agent](https://docs.vocode.dev/langchain-agent) - Out of the box integrations with: - Transcription services, including: - - [Deepgram](https://deepgram.com/) - [AssemblyAI](https://www.assemblyai.com/) + - [Deepgram](https://deepgram.com/) + - [Gladia](https://gladia.io) - [Google Cloud](https://cloud.google.com/speech-to-text) - - [Whisper.cpp](https://github.com/ggerganov/whisper.cpp) - [Microsoft Azure](https://azure.microsoft.com/en-us/products/cognitive-services/speech-to-text) - - [Whisper](https://openai.com/blog/introducing-chatgpt-and-whisper-apis) - [RevAI](https://www.rev.ai/) + - [Whisper](https://openai.com/blog/introducing-chatgpt-and-whisper-apis) + - [Whisper.cpp](https://github.com/ggerganov/whisper.cpp) + - LLMs, including: - [ChatGPT](https://openai.com/blog/chatgpt) - [GPT-4](https://platform.openai.com/docs/models/gpt-4) From 09aed42612af1e92ffafb44744696300dd91a42b Mon Sep 17 00:00:00 2001 From: Stan Kirdey Date: Wed, 29 Nov 2023 19:19:29 -0800 Subject: [PATCH 038/148] exponential backoff to handle Play.ht 429s (#438) * exponential backoff to handle Play.ht 429s * fixing unit test --- tests/synthesizer/conftest.py | 24 ++--- .../synthesizer/play_ht_synthesizer.py | 87 +++++++++++-------- 2 files changed, 65 insertions(+), 46 deletions(-) diff --git a/tests/synthesizer/conftest.py b/tests/synthesizer/conftest.py index 040ebeb189..c537e7ce1f 100644 --- a/tests/synthesizer/conftest.py +++ b/tests/synthesizer/conftest.py @@ -1,7 +1,10 @@ import pytest from aioresponses import aioresponses, CallbackResult from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.synthesizer import ElevenLabsSynthesizerConfig, PlayHtSynthesizerConfig +from vocode.streaming.models.synthesizer import ( + ElevenLabsSynthesizerConfig, + PlayHtSynthesizerConfig, +) import re from vocode.streaming.synthesizer.eleven_labs_synthesizer import ( ElevenLabsSynthesizer, @@ -9,7 +12,7 @@ ) from vocode.streaming.synthesizer.play_ht_synthesizer import ( PlayHtSynthesizer, - TTS_ENDPOINT + TTS_ENDPOINT, ) import re @@ -17,8 +20,7 @@ import asyncio import pytest -DEFAULT_PARAMS = {"sampling_rate": 16000, - "audio_encoding": AudioEncoding.LINEAR16} +DEFAULT_PARAMS = {"sampling_rate": 16000, "audio_encoding": AudioEncoding.LINEAR16} MOCK_API_KEY = "my_api_key" MOCK_USER_ID = "my_user_id" @@ -26,7 +28,9 @@ def create_eleven_labs_request_handler(optimize_streaming_latency=False): def request_handler(url, headers, **kwargs): - if optimize_streaming_latency and not re.search(r"optimize_streaming_latency=\d", url): + if optimize_streaming_latency and not re.search( + r"optimize_streaming_latency=\d", url + ): raise Exception("optimize_streaming_latency not found in url") if headers["xi-api-key"] != MOCK_API_KEY: return CallbackResult(status=401) @@ -39,8 +43,7 @@ def request_handler(url, headers, **kwargs): @pytest.fixture def mock_eleven_labs_api(): with aioresponses() as m: - pattern = re.compile( - rf"{re.escape(ELEVEN_LABS_BASE_URL)}text-to-speech/\w+") + pattern = re.compile(rf"{re.escape(ELEVEN_LABS_BASE_URL)}text-to-speech/\w+") m.post(pattern, callback=create_eleven_labs_request_handler()) yield m @@ -70,11 +73,12 @@ async def fixture_eleven_labs_synthesizer_env_api_key(): # PlayHT Setup + def create_play_ht_request_handler(): def request_handler(url, headers, **kwargs): - if headers["Authorization"] != f"Bearer {MOCK_API_KEY}": + if headers["AUTHORIZATION"] != f"Bearer {MOCK_API_KEY}": return CallbackResult(status=401) - if headers["X-User-ID"] != MOCK_USER_ID: + if headers["X-USER-ID"] != MOCK_USER_ID: return CallbackResult(status=401) with open(get_audio_path("fake_audio.mp3"), "rb") as audio_file: return CallbackResult(content_type="audio/mpeg", body=audio_file.read()) @@ -104,6 +108,7 @@ async def fixture_play_ht_synthesizer_wrong_api_key(): params["user_id"] = MOCK_USER_ID return PlayHtSynthesizer(PlayHtSynthesizerConfig(**params)) + @pytest.fixture(scope="module") async def fixture_play_ht_synthesizer_wrong_user_id(): params = DEFAULT_PARAMS.copy() @@ -120,4 +125,3 @@ async def fixture_play_ht_synthesizer_env_api_key(): os.environ["PLAY_HT_API_KEY"] = MOCK_API_KEY os.environ["PLAY_HT_USER_ID"] = MOCK_USER_ID return PlayHtSynthesizer(PlayHtSynthesizerConfig(**params)) - diff --git a/vocode/streaming/synthesizer/play_ht_synthesizer.py b/vocode/streaming/synthesizer/play_ht_synthesizer.py index b80c021dfc..d6deb49afd 100644 --- a/vocode/streaming/synthesizer/play_ht_synthesizer.py +++ b/vocode/streaming/synthesizer/play_ht_synthesizer.py @@ -1,13 +1,8 @@ import asyncio -import io import logging from typing import Optional from aiohttp import ClientSession, ClientTimeout -from pydub import AudioSegment -import requests -from opentelemetry.context.context import Context - from vocode import getenv from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment from vocode.streaming.models.message import BaseMessage @@ -19,7 +14,6 @@ ) from vocode.streaming.utils.mp3_helper import decode_mp3 - TTS_ENDPOINT = "https://play.ht/api/v2/tts/stream" @@ -29,6 +23,8 @@ def __init__( synthesizer_config: PlayHtSynthesizerConfig, logger: Optional[logging.Logger] = None, aiohttp_session: Optional[ClientSession] = None, + max_backoff_retries=3, + backoff_retry_delay=2, ): super().__init__(synthesizer_config, aiohttp_session) self.synthesizer_config = synthesizer_config @@ -40,6 +36,8 @@ def __init__( ) self.words_per_minute = 150 self.experimental_streaming = synthesizer_config.experimental_streaming + self.max_backoff_retries = max_backoff_retries + self.backoff_retry_delay = backoff_retry_delay async def create_speech( self, @@ -48,12 +46,13 @@ async def create_speech( bot_sentiment: Optional[BotSentiment] = None, ) -> SynthesisResult: headers = { - "Authorization": f"Bearer {self.api_key}", - "X-User-ID": self.user_id, + "AUTHORIZATION": f"Bearer {self.api_key}", + "X-USER-ID": self.user_id, "Accept": "audio/mpeg", "Content-Type": "application/json", } body = { + "quality": "draft", "voice": self.synthesizer_config.voice_id, "text": message.text, "sample_rate": self.synthesizer_config.sampling_rate, @@ -69,33 +68,49 @@ async def create_speech( f"synthesizer.{SynthesizerType.PLAY_HT.value.split('_', 1)[-1]}.create_total", ) - response = await self.aiohttp_session.post( - TTS_ENDPOINT, headers=headers, json=body, timeout=ClientTimeout(total=15) - ) - if not response.ok: - raise Exception(f"Play.ht API error status code {response.status}") - if self.experimental_streaming: - return SynthesisResult( - self.experimental_mp3_streaming_output_generator( - response, chunk_size, create_speech_span - ), # should be wav - lambda seconds: self.get_message_cutoff_from_voice_speed( - message, seconds, self.words_per_minute - ), - ) - else: - read_response = await response.read() - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.PLAY_HT.value.split('_', 1)[-1]}.convert", - ) - output_bytes_io = decode_mp3(read_response) + backoff_retry_delay = self.backoff_retry_delay + max_backoff_retries = self.max_backoff_retries - result = self.create_synthesis_result_from_wav( - synthesizer_config=self.synthesizer_config, - file=output_bytes_io, - message=message, - chunk_size=chunk_size, + for attempt in range(max_backoff_retries): + response = await self.aiohttp_session.post( + TTS_ENDPOINT, + headers=headers, + json=body, + timeout=ClientTimeout(total=15), ) - convert_span.end() - return result + + if response.status == 429 and attempt < max_backoff_retries - 1: + await asyncio.sleep(backoff_retry_delay) + backoff_retry_delay *= 2 # Exponentially increase delay + continue + + if not response.ok: + raise Exception(f"Play.ht API error status code {response.status}") + + if self.experimental_streaming: + return SynthesisResult( + self.experimental_mp3_streaming_output_generator( + response, chunk_size, create_speech_span + ), + lambda seconds: self.get_message_cutoff_from_voice_speed( + message, seconds, self.words_per_minute + ), + ) + else: + read_response = await response.read() + create_speech_span.end() + convert_span = tracer.start_span( + f"synthesizer.{SynthesizerType.PLAY_HT.value.split('_', 1)[-1]}.convert", + ) + output_bytes_io = decode_mp3(read_response) + + result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, + file=output_bytes_io, + message=message, + chunk_size=chunk_size, + ) + convert_span.end() + return result + + raise Exception("Max retries reached for Play.ht API") From e6d6d7331a4f038818bbc7e92dfabb667e7c6943 Mon Sep 17 00:00:00 2001 From: Stan Kirdey Date: Thu, 30 Nov 2023 11:18:12 -0800 Subject: [PATCH 039/148] Anthropic v0.7 (#437) * upgrading anthropic client to 0.7 * fixing mypy for anthropic client update --- .gitignore | 1 + poetry.lock | 56 ++++++++++++++--------- pyproject.toml | 2 +- vocode/streaming/agent/anthropic_agent.py | 36 +++++++-------- 4 files changed, 54 insertions(+), 41 deletions(-) diff --git a/.gitignore b/.gitignore index 0743cc95c7..e0ff3f5c6f 100644 --- a/.gitignore +++ b/.gitignore @@ -10,3 +10,4 @@ credentials.json benchmark_results/ private.key dump.rdb +.idea diff --git a/poetry.lock b/poetry.lock index 08b5eb058d..85c8605aec 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. [[package]] name = "aiohttp" @@ -152,23 +152,22 @@ frozenlist = ">=1.1.0" [[package]] name = "anthropic" -version = "0.2.10" -description = "Library for accessing the anthropic API" +version = "0.7.1" +description = "The official Python library for the anthropic API" optional = false -python-versions = ">=3.8" +python-versions = ">=3.7" files = [ - {file = "anthropic-0.2.10-py3-none-any.whl", hash = "sha256:a007496207fd186b0bcb9592b00ca130069d2a427f3d6f602a61dbbd1ac6316e"}, - {file = "anthropic-0.2.10.tar.gz", hash = "sha256:e4da061a86d8ffb86072c0b0feaf219a3a4f7dfddd4224df9ba769e469498c19"}, + {file = "anthropic-0.7.1-py3-none-any.whl", hash = "sha256:116d009f1a01fa46f3213e1f0b57b79a5ce3f3c0b2bf14441f96c8de6399a4b4"}, + {file = "anthropic-0.7.1.tar.gz", hash = "sha256:c5559be61dc74499e713669ee9efc0da6f190870f32c9606d7ad989dea5bde82"}, ] [package.dependencies] -aiohttp = "*" -httpx = "*" -requests = "*" -tokenizers = "*" - -[package.extras] -dev = ["black (>=22.3.0)", "pytest"] +anyio = ">=3.5.0,<4" +distro = ">=1.7.0,<2" +httpx = ">=0.23.0,<1" +pydantic = ">=1.9.0,<3" +tokenizers = ">=0.13.0" +typing-extensions = ">=4.5,<5" [[package]] name = "anyio" @@ -675,6 +674,17 @@ files = [ {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"}, ] +[[package]] +name = "distro" +version = "1.8.0" +description = "Distro - an OS platform information API" +optional = false +python-versions = ">=3.6" +files = [ + {file = "distro-1.8.0-py3-none-any.whl", hash = "sha256:99522ca3e365cac527b44bde033f64c6945d90eb9f769703caaec52b09bbd3ff"}, + {file = "distro-1.8.0.tar.gz", hash = "sha256:02e111d1dc6a50abb8eed6bf31c3e48ed8b0830d1ea2a1b78c61765c2513fdd8"}, +] + [[package]] name = "elevenlabs" version = "0.2.24" @@ -839,12 +849,12 @@ files = [ google-auth = ">=2.14.1,<3.0.dev0" googleapis-common-protos = ">=1.56.2,<2.0.dev0" grpcio = [ - {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""}, {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, + {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""}, ] grpcio-status = [ - {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""}, {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""}, + {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0" requests = ">=2.18.0,<3.0.0.dev0" @@ -932,8 +942,8 @@ google-api-core = {version = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev", extras = google-cloud-core = ">=1.6.0,<3.0.0dev" google-resumable-media = ">=0.6.0,<3.0dev" grpcio = [ - {version = ">=1.47.0,<2.0dev", markers = "python_version < \"3.11\""}, {version = ">=1.49.1,<2.0dev", markers = "python_version >= \"3.11\""}, + {version = ">=1.47.0,<2.0dev", markers = "python_version < \"3.11\""}, ] packaging = ">=20.0.0" proto-plus = ">=1.15.0,<2.0.0dev" @@ -984,8 +994,8 @@ files = [ google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]} grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev" proto-plus = [ - {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""}, {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""}, + {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev" @@ -1003,8 +1013,8 @@ files = [ [package.dependencies] google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]} proto-plus = [ - {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""}, {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""}, + {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev" @@ -1043,8 +1053,8 @@ files = [ [package.dependencies] google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]} proto-plus = [ - {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""}, {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""}, + {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""}, ] protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev" @@ -1176,6 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\"WIN32\""} typing-extensions = ">=4.2.0" [package.extras] @@ -3677,4 +3691,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<3.12" -content-hash = "60ee4d2395b06922d238968909c009a25d709310e7eee66ddc4f5fb16463e74e" +content-hash = "280732b3a6ac72e26b018edf6f19dd19d01644b5725c2ecb0d7c713d84251c79" diff --git a/pyproject.toml b/pyproject.toml index 8236c0e5eb..4b0d71378e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,7 +24,7 @@ six = "^1.16.0" opentelemetry-sdk = "^1.17.0" janus = "^1.0.0" scipy = "^1.10.1" -anthropic = "^0.2.9" +anthropic = "^0.7.1" elevenlabs = {version = "^0.2.6", optional = true} google-cloud-texttospeech = {version = "^2.14.1", optional = true} diff --git a/vocode/streaming/agent/anthropic_agent.py b/vocode/streaming/agent/anthropic_agent.py index 6177512387..62c9459d08 100644 --- a/vocode/streaming/agent/anthropic_agent.py +++ b/vocode/streaming/agent/anthropic_agent.py @@ -58,7 +58,7 @@ def __init__( # streaming not well supported by langchain, so we will connect directly self.anthropic_client = ( - anthropic.Client(api_key=anthropic_api_key) + anthropic.AsyncAnthropic(api_key=anthropic_api_key) if agent_config.generate_responses else None ) @@ -98,25 +98,23 @@ async def generate_response( self.memory.chat_memory.messages.append(bot_memory_message) prompt = self.llm._convert_messages_to_prompt(self.memory.chat_memory.messages) - streamed_response = await self.anthropic_client.acompletion_stream( - prompt=prompt, - max_tokens_to_sample=self.agent_config.max_tokens_to_sample, - model=self.agent_config.model_name, - ) - - buffer = "" - async for message in streamed_response: - completion = message["completion"] - delta = completion[len(bot_memory_message.content + buffer) :] - buffer += delta - - sentence, remainder = get_sentence_from_buffer(buffer) + if self.anthropic_client: + streamed_response = await self.anthropic_client.completions.create( + prompt=prompt, + max_tokens_to_sample=self.agent_config.max_tokens_to_sample, + model=self.agent_config.model_name, + stream=True, + ) - if sentence: - bot_memory_message.content = bot_memory_message.content + sentence - buffer = remainder - yield sentence, True - continue + buffer = "" + async for completion in streamed_response: + buffer += completion.completion + sentence, remainder = get_sentence_from_buffer(buffer) + if sentence: + bot_memory_message.content = bot_memory_message.content + sentence + buffer = remainder + yield sentence, True + continue def update_last_bot_message_on_cut_off(self, message: str): for memory_message in self.memory.chat_memory.messages[::-1]: From 352661a5ee73432c961a0d47b0defab0160ce609 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 30 Nov 2023 11:21:53 -0800 Subject: [PATCH 040/148] bump openapi spec (#448) --- docs/openapi.json | 95 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 95 insertions(+) diff --git a/docs/openapi.json b/docs/openapi.json index 70f61b5edb..0504aad6f1 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1506,6 +1506,13 @@ "type": "number", "title": "Initial Message Delay", "default": 0.0 + }, + "openai_model_name_override": { + "type": "string", + "title": "Openai Model Name Override" + }, + "openai_account_connection": { + "$ref": "#/components/schemas/OpenAIAccountConnection" } }, "type": "object", @@ -1619,6 +1626,17 @@ "type": "number", "title": "Initial Message Delay", "default": 0.0 + }, + "openai_model_name_override": { + "type": "string", + "title": "Openai Model Name Override" + }, + "openai_account_connection": { + "anyOf": [ + { "$ref": "#/components/schemas/OpenAIAccountConnection" }, + { "type": "string", "format": "uuid" } + ], + "title": "Openai Account Connection" } }, "type": "object", @@ -1759,6 +1777,21 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Initial Message Delay" + }, + "openai_model_name_override": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Openai Model Name Override" + }, + "openai_account_connection": { + "anyOf": [ + { "$ref": "#/components/schemas/OpenAIAccountConnection" }, + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Openai Account Connection" } }, "type": "object", @@ -1912,6 +1945,9 @@ "run_do_not_call_detection": { "type": "boolean", "title": "Run Do Not Call Detection" + }, + "telephony_account_connection": { + "$ref": "#/components/schemas/TwilioAccountConnection" } }, "type": "object", @@ -2054,6 +2090,17 @@ "type": "number", "title": "Initial Message Delay", "default": 0.0 + }, + "openai_model_name_override": { + "type": "string", + "title": "Openai Model Name Override" + }, + "openai_account_connection": { + "anyOf": [ + { "$ref": "#/components/schemas/OpenAIAccountConnection" }, + { "type": "string", "format": "uuid" } + ], + "title": "Openai Account Connection" } }, "type": "object", @@ -2416,6 +2463,17 @@ "type": "number", "title": "Initial Message Delay", "default": 0.0 + }, + "openai_model_name_override": { + "type": "string", + "title": "Openai Model Name Override" + }, + "openai_account_connection": { + "anyOf": [ + { "$ref": "#/components/schemas/OpenAIAccountConnection" }, + { "type": "string", "format": "uuid" } + ], + "title": "Openai Account Connection" } }, "type": "object", @@ -2487,6 +2545,13 @@ "run_do_not_call_detection": { "type": "boolean", "title": "Run Do Not Call Detection" + }, + "telephony_account_connection": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/TwilioAccountConnection" } + ], + "title": "Telephony Account Connection" } }, "type": "object", @@ -2562,6 +2627,29 @@ "required": ["id", "user_id"], "title": "NormalizedPrompt" }, + "OpenAIAccountConnection": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { + "type": "string", + "enum": ["account_connection_openai"], + "title": "Type" + }, + "credentials": { "$ref": "#/components/schemas/OpenAICredentials" } + }, + "type": "object", + "required": ["id", "user_id", "type", "credentials"], + "title": "OpenAIAccountConnection" + }, + "OpenAICredentials": { + "properties": { + "openai_api_key": { "type": "string", "title": "Openai Api Key" } + }, + "type": "object", + "required": ["openai_api_key"], + "title": "OpenAICredentials" + }, "PhoneNumber": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -3027,6 +3115,13 @@ }, "UpdateNumberRequest": { "properties": { + "outbound_only": { + "anyOf": [ + { "type": "boolean" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Outbound Only" + }, "label": { "anyOf": [ { "type": "string" }, From 0bbae013e942911b0bd1bb776ae3a7c665988416 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 30 Nov 2023 18:05:23 -0800 Subject: [PATCH 041/148] update openapi spec (#449) --- .../create-account-connection.mdx | 3 + .../get-account-connection.mdx | 3 + .../list-account-connections.mdx | 3 + .../update-account-connection.mdx | 3 + docs/api-reference/numbers/link-number.mdx | 3 + docs/openapi.json | 317 +++++++++++++++++- 6 files changed, 322 insertions(+), 10 deletions(-) create mode 100644 docs/api-reference/account_connections/create-account-connection.mdx create mode 100644 docs/api-reference/account_connections/get-account-connection.mdx create mode 100644 docs/api-reference/account_connections/list-account-connections.mdx create mode 100644 docs/api-reference/account_connections/update-account-connection.mdx create mode 100644 docs/api-reference/numbers/link-number.mdx diff --git a/docs/api-reference/account_connections/create-account-connection.mdx b/docs/api-reference/account_connections/create-account-connection.mdx new file mode 100644 index 0000000000..b80be41ef1 --- /dev/null +++ b/docs/api-reference/account_connections/create-account-connection.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/account_connections/create +--- \ No newline at end of file diff --git a/docs/api-reference/account_connections/get-account-connection.mdx b/docs/api-reference/account_connections/get-account-connection.mdx new file mode 100644 index 0000000000..58ada25026 --- /dev/null +++ b/docs/api-reference/account_connections/get-account-connection.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/account_connections +--- \ No newline at end of file diff --git a/docs/api-reference/account_connections/list-account-connections.mdx b/docs/api-reference/account_connections/list-account-connections.mdx new file mode 100644 index 0000000000..22b3bfd2ea --- /dev/null +++ b/docs/api-reference/account_connections/list-account-connections.mdx @@ -0,0 +1,3 @@ +--- +openapi: get /v1/account_connections/list +--- \ No newline at end of file diff --git a/docs/api-reference/account_connections/update-account-connection.mdx b/docs/api-reference/account_connections/update-account-connection.mdx new file mode 100644 index 0000000000..1cf3289b69 --- /dev/null +++ b/docs/api-reference/account_connections/update-account-connection.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/account_connections/update +--- \ No newline at end of file diff --git a/docs/api-reference/numbers/link-number.mdx b/docs/api-reference/numbers/link-number.mdx new file mode 100644 index 0000000000..416dce7b23 --- /dev/null +++ b/docs/api-reference/numbers/link-number.mdx @@ -0,0 +1,3 @@ +--- +openapi: post /v1/numbers/link +--- \ No newline at end of file diff --git a/docs/openapi.json b/docs/openapi.json index 0504aad6f1..8b414b4d36 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1343,10 +1343,243 @@ }, "security": [{ "HTTPBearer": [] }] } + }, + "/v1/account_connections": { + "get": { + "tags": ["account_connections"], + "summary": "Get Account Connection", + "operationId": "get_account_connection", + "parameters": [ + { + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, + "name": "id", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/AccountConnectionResponseModel" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/account_connections/list": { + "get": { + "tags": ["account_connections"], + "summary": "List Account Connections", + "operationId": "list_account_connections", + "parameters": [ + { + "required": false, + "schema": { "type": "integer", "title": "Page", "default": 1 }, + "name": "page", + "in": "query" + }, + { + "required": false, + "schema": { "type": "integer", "title": "Size", "default": 10 }, + "name": "size", + "in": "query" + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/AccountConnectionPage" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/account_connections/create": { + "post": { + "tags": ["account_connections"], + "summary": "Create Account Connection", + "operationId": "create_account_connection", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/AccountConnectionParamsRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/AccountConnectionResponseModel" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/account_connections/update": { + "post": { + "tags": ["account_connections"], + "summary": "Update Account Connection", + "operationId": "update_account_connection", + "parameters": [ + { + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/AccountConnectionUpdateParamsRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/AccountConnectionResponseModel" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } } }, "components": { "schemas": { + "AccountConnectionPage": { + "properties": { + "items": { + "items": { + "oneOf": [ + { "$ref": "#/components/schemas/TwilioAccountConnection" }, + { "$ref": "#/components/schemas/OpenAIAccountConnection" } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "account_connection_twilio": "#/components/schemas/TwilioAccountConnection", + "account_connection_openai": "#/components/schemas/OpenAIAccountConnection" + } + } + }, + "type": "array", + "title": "Items" + }, + "page": { "type": "integer", "title": "Page" }, + "size": { "type": "integer", "title": "Size" }, + "has_more": { "type": "boolean", "title": "Has More" } + }, + "type": "object", + "required": ["items", "page", "size", "has_more"], + "title": "AccountConnectionPage" + }, + "AccountConnectionParamsRequest": { + "oneOf": [ + { "$ref": "#/components/schemas/TwilioAccountConnectionParams" }, + { "$ref": "#/components/schemas/OpenAIAccountConnectionParams" } + ], + "title": "AccountConnectionParamsRequest", + "discriminator": { + "propertyName": "type", + "mapping": { + "account_connection_twilio": "#/components/schemas/TwilioAccountConnectionParams", + "account_connection_openai": "#/components/schemas/OpenAIAccountConnectionParams" + } + } + }, + "AccountConnectionResponseModel": { + "oneOf": [ + { "$ref": "#/components/schemas/TwilioAccountConnection" }, + { "$ref": "#/components/schemas/OpenAIAccountConnection" } + ], + "title": "AccountConnectionResponseModel", + "discriminator": { + "propertyName": "type", + "mapping": { + "account_connection_twilio": "#/components/schemas/TwilioAccountConnection", + "account_connection_openai": "#/components/schemas/OpenAIAccountConnection" + } + } + }, + "AccountConnectionUpdateParamsRequest": { + "oneOf": [ + { + "$ref": "#/components/schemas/TwilioAccountConnectionUpdateParams" + }, + { "$ref": "#/components/schemas/OpenAIAccountConnectionUpdateParams" } + ], + "title": "AccountConnectionUpdateParamsRequest", + "discriminator": { + "propertyName": "type", + "mapping": { + "account_connection_twilio": "#/components/schemas/TwilioAccountConnectionUpdateParams", + "account_connection_openai": "#/components/schemas/OpenAIAccountConnectionUpdateParams" + } + } + }, "ActionPage": { "properties": { "items": { @@ -1477,7 +1710,7 @@ }, "interrupt_sensitivity": { "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], - "default": "high" + "default": "low" }, "context_endpoint": { "type": "string", "title": "Context Endpoint" }, "noise_suppression": { @@ -1597,7 +1830,7 @@ }, "interrupt_sensitivity": { "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], - "default": "high" + "default": "low" }, "context_endpoint": { "type": "string", "title": "Context Endpoint" }, "noise_suppression": { @@ -2061,7 +2294,7 @@ }, "interrupt_sensitivity": { "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], - "default": "high" + "default": "low" }, "context_endpoint": { "type": "string", "title": "Context Endpoint" }, "noise_suppression": { @@ -2434,7 +2667,7 @@ }, "interrupt_sensitivity": { "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], - "default": "high" + "default": "low" }, "context_endpoint": { "type": "string", "title": "Context Endpoint" }, "noise_suppression": { @@ -2631,17 +2864,49 @@ "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "credentials": { "$ref": "#/components/schemas/OpenAICredentials" }, "type": { "type": "string", "enum": ["account_connection_openai"], "title": "Type" - }, - "credentials": { "$ref": "#/components/schemas/OpenAICredentials" } + } }, "type": "object", - "required": ["id", "user_id", "type", "credentials"], + "required": ["id", "user_id", "credentials", "type"], "title": "OpenAIAccountConnection" }, + "OpenAIAccountConnectionParams": { + "properties": { + "credentials": { "$ref": "#/components/schemas/OpenAICredentials" }, + "type": { + "type": "string", + "enum": ["account_connection_openai"], + "title": "Type" + } + }, + "type": "object", + "required": ["credentials", "type"], + "title": "OpenAIAccountConnectionParams" + }, + "OpenAIAccountConnectionUpdateParams": { + "properties": { + "credentials": { + "anyOf": [ + { "$ref": "#/components/schemas/OpenAICredentials" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Credentials" + }, + "type": { + "type": "string", + "enum": ["account_connection_openai"], + "title": "Type" + } + }, + "type": "object", + "required": ["type"], + "title": "OpenAIAccountConnectionUpdateParams" + }, "OpenAICredentials": { "properties": { "openai_api_key": { "type": "string", "title": "Openai Api Key" } @@ -3081,17 +3346,49 @@ "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "credentials": { "$ref": "#/components/schemas/TwilioCredentials" }, "type": { "type": "string", "enum": ["account_connection_twilio"], "title": "Type" - }, - "credentials": { "$ref": "#/components/schemas/TwilioCredentials" } + } }, "type": "object", - "required": ["id", "user_id", "type", "credentials"], + "required": ["id", "user_id", "credentials", "type"], "title": "TwilioAccountConnection" }, + "TwilioAccountConnectionParams": { + "properties": { + "credentials": { "$ref": "#/components/schemas/TwilioCredentials" }, + "type": { + "type": "string", + "enum": ["account_connection_twilio"], + "title": "Type" + } + }, + "type": "object", + "required": ["credentials", "type"], + "title": "TwilioAccountConnectionParams" + }, + "TwilioAccountConnectionUpdateParams": { + "properties": { + "credentials": { + "anyOf": [ + { "$ref": "#/components/schemas/TwilioCredentials" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Credentials" + }, + "type": { + "type": "string", + "enum": ["account_connection_twilio"], + "title": "Type" + } + }, + "type": "object", + "required": ["type"], + "title": "TwilioAccountConnectionUpdateParams" + }, "TwilioCredentials": { "properties": { "twilio_account_sid": { From 8827d86735f60f454b49ec46cb8ba85b55811313 Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Thu, 30 Nov 2023 20:06:28 -0800 Subject: [PATCH 042/148] create a guide for byotk (#450) * updated hosted-api docs * updated docs with byot and byoai --- docs/bring-your-own-openai.mdx | 90 +++++++++++++++++++++++++++++++ docs/bring-your-own-telephony.mdx | 70 ++++++++++++++++++++++++ docs/mint.json | 22 ++++++-- 3 files changed, 177 insertions(+), 5 deletions(-) create mode 100644 docs/bring-your-own-openai.mdx create mode 100644 docs/bring-your-own-telephony.mdx diff --git a/docs/bring-your-own-openai.mdx b/docs/bring-your-own-openai.mdx new file mode 100644 index 0000000000..7c6b0e74c4 --- /dev/null +++ b/docs/bring-your-own-openai.mdx @@ -0,0 +1,90 @@ +--- +title: "[Enterprise] Bring Your Own OpenAI API Keys" +description: "Use your own OpenAI keys and models with Vocode" +--- + +You can connect your own OpenAI account with Vocode. With your own OpenAI account, you can use your own OpenAI models including custom, fine-tuned models! + +***NOTE:** This feature is only enabled for users on an Enterprise plan.* + +## Step 1: Add an OpenAI account connection + +Vocode uses account connections to manage your account parameters and associate them with phone numbers and calls. You can add multiple account connections if you have multiple OpenAI accounts you would like to integrate. You can quickly add an account connection [via our API](https://api.vocode.dev/docs#/account_connections/create_account_connection) by providing an OpenAI API key. + + +```python +from vocode.client import Vocode + +vocode_client.account_connections.create_account_connection( + request={ + "type": "account_connection_openai", + "credentials": { + "openai_api_key": "YOUR_OPENAI_API_KEY", + }, + } +) +``` + +`create_account_connection` will return the parameters for your new account connection, including an `id`, which is necessary for the following steps. + +## Step 2: Use the OpenAI account connection with your agent + +To use the new account connection with your calls, you need to configure your agents with the account connection. You can do so when you create a new agent or update an existing agent via the `openai_account_connection` parameter. + + +```python Create Agent +vocode_client.agents.create_agent( + voice="...", + prompt={ + "content": "...", + }, + openai_account_connection="YOUR_ACCOUNT_CONNECTION_ID", +) +``` + +```python Update Agent +from vocode import AgentUpdateParams + +vocode_client.agents.update_agent( + id="YOUR_AGENT_ID", + request=AgentUpdateParams( + openai_account_connection="YOUR_ACCOUNT_CONNECTION_ID", + ), +) +``` + + +Any calls with this agent will now use your OpenAI account. + +### Use your own OpenAI models + +You can add your own OpenAI models to your agents using the `openai_model_name_override` parameter when creating or updating your agents. These models can be the base OpenAI models (e.g. gpt-3.5-turbo-1106, gpt-4) or your own fine-tuned models. + +***NOTE:** A model name override can only be used if you add your own OpenAI account connection to the agent. Model overrides do not work when using Vocode's OpenAI system.* + + +```python Create Agent +vocode_client.agents.create_agent( + voice="...", + prompt={ + "content": "...", + }, + openai_account_connection="YOUR_ACCOUNT_CONNECTION_ID", + openai_model_name_override="ft:your_ft_model_name" +) +``` + +```python Update Agent +from vocode import AgentUpdateParams + +vocode_client.agents.update_agent( + id="YOUR_AGENT_ID", + request=AgentUpdateParams( + openai_account_connection="YOUR_ACCOUNT_CONNECTION_ID", # if not already updated + openai_model_name_override="gpt-4-1106-preview" + ), +) +``` + + +Now, your Vocode calls with this agent will use your own OpenAI account and your own OpenAI models! diff --git a/docs/bring-your-own-telephony.mdx b/docs/bring-your-own-telephony.mdx new file mode 100644 index 0000000000..8cb3e0c88f --- /dev/null +++ b/docs/bring-your-own-telephony.mdx @@ -0,0 +1,70 @@ +--- +title: "[Enterprise] Bring Your Own Telephony" +description: "Use your own Twilio account and phone numbers with Vocode" +--- + +You can connect your own external Twilio accounts with Vocode, enabling you to send and receive calls on your own phone numbers and store recordings in your Twilio account. + +***NOTE:** This feature is only enabled for users on an Enterprise plan.* + +## Step 1: Add a Twilio account connection + +Vocode uses account connections to manage your account parameters and associate them with phone numbers and calls. You can add multiple account connections if you have multiple Twilio accounts you would like to integrate. You can quickly add an account connection [via our API](https://api.vocode.dev/docs#/account_connections/create_account_connection) by providing your account SID and an auth token. + + +```python +from vocode.client import Vocode + +vocode_client.account_connections.create_account_connection( + request={ + "type": "account_connection_twilio", + "credentials": { + "twilio_account_sid": "YOUR_ACCOUNT_SID", + "twilio_auth_token": "YOUR_AUTH_TOKEN", + }, + } +) +``` + +`create_account_connection` will return the parameters for your new account connection, including an `id`, which is necessary for the following steps. + +## Step 2: Link existing Twilio numbers to Vocode + +Vocode now can make calls with your Twilio account, but our system needs to know which numbers to configure and use. We provide the `/v1/numbers/link` [endpoint](https://api.vocode.dev/docs#/numbers/link_number) to add these numbers to our system. You simply need to provide the phone number, your account connection id, and whether or not the phone number should be outbound only. + +```python Python +vocode_client.numbers.link_number( + phone_number="1234567890", + telephony_account_connection="YOUR_ACCOUNT_CONNECTION_ID", + outbound_only=True +) +``` + +You can now use this phone number for outbound calls (and inbound if you have it configured). + + +## Step 3: View your call objects + +After making a call with your newly added number, you can see two new fields in your call object: +- **Telephony Account Connection:** The account connection object associated with the call +- **Telephony ID:** The Twilio call SID corresponding to the Vocode call + +```json +{ + id: 'call_id', + userId: 'user_id', + toNumber: '123456789', + fromNumber: '123456789', + ... + telephonyId: 'telephony_id', + telephonyAccountConnection: { + 'id': 'account_connection_id', + 'user_id': 'user_id', + 'credentials': { + 'twilio_account_sid': 'YOUR_TWILIO_ACCOUNT_SID', + 'twilio_auth_token': 'YOUR_TWILIO_AUTH_TOKEN' + }, + 'type': 'account_connection_twilio' + } +} +``` diff --git a/docs/mint.json b/docs/mint.json index 37518f38f7..2e0d0bc207 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -49,11 +49,19 @@ "navigation": [ { "group": "Getting Started", - "pages": ["welcome", "hosted-quickstart", "open-source-quickstart"] + "pages": [ + "welcome", + "hosted-quickstart", + "open-source-quickstart" + ] }, { "group": "Vocode 101", - "pages": ["what-is-vocode", "how-it-works", "how-to-use-it"] + "pages": [ + "what-is-vocode", + "how-it-works", + "how-to-use-it" + ] }, { "group": "Guides", @@ -105,7 +113,9 @@ }, { "group": "Usage", - "pages": ["api-reference/usage/get-usage"] + "pages": [ + "api-reference/usage/get-usage" + ] }, { "group": "Actions", @@ -175,7 +185,9 @@ "machine-detection", "ivr-navigation", "hipaa-compliance", - "do-not-call-detection" + "do-not-call-detection", + "bring-your-own-telephony", + "bring-your-own-openai" ] } ], @@ -188,4 +200,4 @@ "twitter": "https://twitter.com/vocodehq", "website": "https://www.vocode.dev/" } -} +} \ No newline at end of file From 22f1b6169a5404b8b3a2d65713520a553c80adb3 Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Fri, 1 Dec 2023 18:12:36 -0800 Subject: [PATCH 043/148] added convo dials doc (#452) * added convo dials doc * Apply suggestions from code review --------- Co-authored-by: Ajay Raj --- docs/conversational-dials.mdx | 54 +++++++++++++++++++++++++++++++++++ docs/mint.json | 1 + 2 files changed, 55 insertions(+) create mode 100644 docs/conversational-dials.mdx diff --git a/docs/conversational-dials.mdx b/docs/conversational-dials.mdx new file mode 100644 index 0000000000..27cf9f90fb --- /dev/null +++ b/docs/conversational-dials.mdx @@ -0,0 +1,54 @@ +--- +title: "Conversational Dials" +description: "Customize your bot's conversational behavior" +--- + +The Vocode hosted API provides dials to tune the responsiveness and conversational mechanics of your agent. These parameters are as follows: +- `interrupt_sensitivity`: How responsive the bot is to speech from the human +- `endpointing_sensitivity`: Controls the sensitivity of detecting the end of the human's speech +- `conversation_speed`: Determines how quickly the bot responds for its turns in the conversation. + +These parameters can be customized via the `create` and `update` agent APIs. + +## Interrupt Sensitivity + +Vocode phone agents are designed to handle interruptions from the humans, and the `interrupt_sensitivity` parameter controls how sensitive the bot is to these interruptions. + +Interrupt sensitivity has two options: **low** (default) and **high**. Low sensitivity makes the bot ignore backchannels (e.g. "sure", "uh-huh") while the bot is speaking. +High sensitivity makes the agent treat any word from the human as an interruption. + +In summary: +- **Possible values:** low, high +- **Default value:** low +- low = ignore non-interrupting words +- high = stop at any word + +## Endpointing Sensitivity + +`endpointing_sensitivity` controls how the bot determines when the human is done speaking so it can kick off its response. It can be one of **sensitive**, **relaxed**, or **auto** (default and currently equivalent to relaxed). + +A bot with `endpointing_sensitivity == 'sensitive'` treats the end of a sentence or a short pause as the end of the human's turn. This works well for quick conversations in which you expect short, single-sentence responses from the human. +A bot with this sensitivity runs the risk of interrupting the human if they continue speaking after a single sentence. + +A bot with `endpointing_sensitivity == 'relaxed'` waits a short time after the end of a human's sentence before considering their turn over. Alternatively, when a sentence is not finished, relaxed sensitivity waits for a longer pause before marking the end of the human's speech. +This sensitivity has less risk of interrupting the human but can potentially have a slower response time. Note that `auto` sensitivity is equivalent to relaxed. + +***Note:** the amount of time the agent waits during a pause adapts to the human's utterance speed. If the human speaks fast, the bot will wait less, and if the human speaks slow the bot will wait longer.* + +In summary: +- **Possible values:** sensitive, relaxed, auto +- **Default value:** auto +- sensitive = end of first sentence or shorter pause +- relaxed/auto = pause after end of first sentence or longer pause + +## Conversation Speed + +`conversation_speed` controls the length of endpointing pauses, i.e. how long the bot will wait before responding to the human. This includes normal utterances from the human as well as interruptions. + +The amount of time the bot waits inversely scales with the `conversation_speed` value. So a bot with `conversation_speed` of 2 responds in half the time compared to a `conversation_speed` of 1. +Likewise a `conversation_speed` of 0.5 means the bot takes twice as long to respond. + +In summary: +- **Possible values:** between 0.5 and 2 +- **Default value:** 1 +- Response time inversely scales with this value \ No newline at end of file diff --git a/docs/mint.json b/docs/mint.json index 2e0d0bc207..a8952eee9a 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -177,6 +177,7 @@ "getting-number", "configuring-number", "retrieve-call-data", + "conversational-dials", "setting-up-webhook", "using-actions", "vectordb", From 6f94a7bb140baa4424e59b47b17dfad11c5c1103 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Sat, 2 Dec 2023 11:05:06 -0800 Subject: [PATCH 044/148] add account connections api reference (#453) --- docs/mint.json | 27 +++++++++++++-------------- 1 file changed, 13 insertions(+), 14 deletions(-) diff --git a/docs/mint.json b/docs/mint.json index a8952eee9a..a6c70a0914 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -49,19 +49,11 @@ "navigation": [ { "group": "Getting Started", - "pages": [ - "welcome", - "hosted-quickstart", - "open-source-quickstart" - ] + "pages": ["welcome", "hosted-quickstart", "open-source-quickstart"] }, { "group": "Vocode 101", - "pages": [ - "what-is-vocode", - "how-it-works", - "how-to-use-it" - ] + "pages": ["what-is-vocode", "how-it-works", "how-to-use-it"] }, { "group": "Guides", @@ -113,9 +105,7 @@ }, { "group": "Usage", - "pages": [ - "api-reference/usage/get-usage" - ] + "pages": ["api-reference/usage/get-usage"] }, { "group": "Actions", @@ -171,6 +161,15 @@ "api-reference/webhooks/update-webhook" ] }, + { + "group": "Account Connections", + "pages": [ + "api-reference/account_connections/get-account-connection", + "api-reference/account_connections/list-account-connections", + "api-reference/account_connections/create-account-connection", + "api-reference/account_connections/update-account-connection" + ] + }, { "group": "Hosted Walkthrough", "pages": [ @@ -201,4 +200,4 @@ "twitter": "https://twitter.com/vocodehq", "website": "https://www.vocode.dev/" } -} \ No newline at end of file +} From cc5ba4c0dfc9cb7c0b67e176df0d27382be227f3 Mon Sep 17 00:00:00 2001 From: Eliot Hsu Date: Sun, 3 Dec 2023 20:54:34 -0800 Subject: [PATCH 045/148] api spec update 120323 (#455) --- docs/openapi.json | 40 +++++++++++++++++++++++++++++++++------- 1 file changed, 33 insertions(+), 7 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index 8b414b4d36..ba9361528b 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1720,7 +1720,7 @@ }, "endpointing_sensitivity": { "type": "string", - "enum": ["auto", "relaxed"], + "enum": ["auto", "relaxed", "sensitive"], "title": "Endpointing Sensitivity", "default": "auto" }, @@ -1746,6 +1746,11 @@ }, "openai_account_connection": { "$ref": "#/components/schemas/OpenAIAccountConnection" + }, + "run_do_not_call_detection": { + "type": "boolean", + "title": "Run Do Not Call Detection", + "default": false } }, "type": "object", @@ -1840,7 +1845,7 @@ }, "endpointing_sensitivity": { "type": "string", - "enum": ["auto", "relaxed"], + "enum": ["auto", "relaxed", "sensitive"], "title": "Endpointing Sensitivity", "default": "auto" }, @@ -1870,6 +1875,11 @@ { "type": "string", "format": "uuid" } ], "title": "Openai Account Connection" + }, + "run_do_not_call_detection": { + "type": "boolean", + "title": "Run Do Not Call Detection", + "default": false } }, "type": "object", @@ -1985,7 +1995,7 @@ }, "endpointing_sensitivity": { "anyOf": [ - { "type": "string", "enum": ["auto", "relaxed"] }, + { "type": "string", "enum": ["auto", "relaxed", "sensitive"] }, { "$ref": "#/components/schemas/Undefined" } ], "title": "Endpointing Sensitivity" @@ -2025,6 +2035,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Openai Account Connection" + }, + "run_do_not_call_detection": { + "anyOf": [ + { "type": "boolean" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Run Do Not Call Detection" } }, "type": "object", @@ -2304,7 +2321,7 @@ }, "endpointing_sensitivity": { "type": "string", - "enum": ["auto", "relaxed"], + "enum": ["auto", "relaxed", "sensitive"], "title": "Endpointing Sensitivity", "default": "auto" }, @@ -2334,6 +2351,11 @@ { "type": "string", "format": "uuid" } ], "title": "Openai Account Connection" + }, + "run_do_not_call_detection": { + "type": "boolean", + "title": "Run Do Not Call Detection", + "default": false } }, "type": "object", @@ -2359,8 +2381,7 @@ }, "run_do_not_call_detection": { "type": "boolean", - "title": "Run Do Not Call Detection", - "default": false + "title": "Run Do Not Call Detection" }, "hipaa_compliant": { "type": "boolean", @@ -2677,7 +2698,7 @@ }, "endpointing_sensitivity": { "type": "string", - "enum": ["auto", "relaxed"], + "enum": ["auto", "relaxed", "sensitive"], "title": "Endpointing Sensitivity", "default": "auto" }, @@ -2707,6 +2728,11 @@ { "type": "string", "format": "uuid" } ], "title": "Openai Account Connection" + }, + "run_do_not_call_detection": { + "type": "boolean", + "title": "Run Do Not Call Detection", + "default": false } }, "type": "object", From 0a4bdba8ce98457bdd629290cceca1c64c3059c3 Mon Sep 17 00:00:00 2001 From: seungjin-vocode <152908592+seungjin-vocode@users.noreply.github.com> Date: Fri, 8 Dec 2023 14:49:55 -0800 Subject: [PATCH 046/148] update openapi specs (#456) --- docs/openapi.json | 33 +++++++++++++++++++++++++++++++-- 1 file changed, 31 insertions(+), 2 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index ba9361528b..ae8d5aa64f 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -3089,7 +3089,13 @@ "title": "Version", "default": "2" }, - "speed": { "type": "number", "title": "Speed" } + "speed": { "type": "number", "title": "Speed" }, + "quality": { + "type": "string", + "enum": ["faster", "draft", "low", "medium", "high", "premium"], + "title": "Quality" + }, + "temperature": { "type": "number", "title": "Temperature" } }, "type": "object", "required": ["id", "user_id", "type", "voice_id"], @@ -3111,7 +3117,13 @@ "title": "Version", "default": "2" }, - "speed": { "type": "number", "title": "Speed" } + "speed": { "type": "number", "title": "Speed" }, + "quality": { + "type": "string", + "enum": ["faster", "draft", "low", "medium", "high", "premium"], + "title": "Quality" + }, + "temperature": { "type": "number", "title": "Temperature" } }, "type": "object", "required": ["type", "voice_id"], @@ -3158,6 +3170,23 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Speed" + }, + "quality": { + "anyOf": [ + { + "type": "string", + "enum": ["faster", "draft", "low", "medium", "high", "premium"] + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Quality" + }, + "temperature": { + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Temperature" } }, "type": "object", From 6538d1f7dcadd626a24d525c1cc2f766b4c21640 Mon Sep 17 00:00:00 2001 From: seungjin-vocode <152908592+seungjin-vocode@users.noreply.github.com> Date: Tue, 12 Dec 2023 12:37:33 -0800 Subject: [PATCH 047/148] update openapi docs (#458) --- docs/openapi.json | 41 ++++++++++++++++++++++++++++++++++++++++- 1 file changed, 40 insertions(+), 1 deletion(-) diff --git a/docs/openapi.json b/docs/openapi.json index ae8d5aa64f..2924a5269d 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1744,6 +1744,11 @@ "type": "string", "title": "Openai Model Name Override" }, + "ask_if_human_present_on_idle": { + "type": "boolean", + "title": "Ask If Human Present On Idle", + "default": false + }, "openai_account_connection": { "$ref": "#/components/schemas/OpenAIAccountConnection" }, @@ -1869,6 +1874,11 @@ "type": "string", "title": "Openai Model Name Override" }, + "ask_if_human_present_on_idle": { + "type": "boolean", + "title": "Ask If Human Present On Idle", + "default": false + }, "openai_account_connection": { "anyOf": [ { "$ref": "#/components/schemas/OpenAIAccountConnection" }, @@ -2028,6 +2038,13 @@ ], "title": "Openai Model Name Override" }, + "ask_if_human_present_on_idle": { + "anyOf": [ + { "type": "boolean" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Ask If Human Present On Idle" + }, "openai_account_connection": { "anyOf": [ { "$ref": "#/components/schemas/OpenAIAccountConnection" }, @@ -2345,6 +2362,11 @@ "type": "string", "title": "Openai Model Name Override" }, + "ask_if_human_present_on_idle": { + "type": "boolean", + "title": "Ask If Human Present On Idle", + "default": false + }, "openai_account_connection": { "anyOf": [ { "$ref": "#/components/schemas/OpenAIAccountConnection" }, @@ -2634,7 +2656,19 @@ }, "Language": { "type": "string", - "enum": ["en", "es", "de"], + "enum": [ + "en", + "es", + "de", + "hi", + "pt", + "fr", + "nl", + "id", + "it", + "ja", + "ko" + ], "title": "Language", "description": "An enumeration." }, @@ -2722,6 +2756,11 @@ "type": "string", "title": "Openai Model Name Override" }, + "ask_if_human_present_on_idle": { + "type": "boolean", + "title": "Ask If Human Present On Idle", + "default": false + }, "openai_account_connection": { "anyOf": [ { "$ref": "#/components/schemas/OpenAIAccountConnection" }, From 9b638265e0b1f8550a727834e87258934c53bc7e Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Tue, 26 Dec 2023 13:20:43 -0500 Subject: [PATCH 048/148] Add documentation issue template (#467) --- .github/ISSUE_TEMPLATE/standard_docs_issue.md | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 .github/ISSUE_TEMPLATE/standard_docs_issue.md diff --git a/.github/ISSUE_TEMPLATE/standard_docs_issue.md b/.github/ISSUE_TEMPLATE/standard_docs_issue.md new file mode 100644 index 0000000000..c4d31b7ffb --- /dev/null +++ b/.github/ISSUE_TEMPLATE/standard_docs_issue.md @@ -0,0 +1,16 @@ +--- +name: Documentation Issue +about: Use this template for reporting issues with the documentation. +title: 'Docs:' +labels: 'documentation' +assignees: '' +--- + +## Brief Description + + +## Steps to Reproduce + + +## Suggested Fix + From 300bf774006de529dde7f8c2dabfa66b03a23c91 Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Thu, 28 Dec 2023 17:53:21 -0500 Subject: [PATCH 049/148] Standard docs issue (#469) * Add documentation issue template * ADD Docs, Features, bug and Comunity Support. * Add issue templates for bug reports, documentation issues, and feature requests * Update bug issue template * Update issue templates descriptions * Delete documentation issue template --- .github/ISSUE_TEMPLATE/bug.yml | 106 ++++++++++++++++++ .github/ISSUE_TEMPLATE/config.yml | 5 + .github/ISSUE_TEMPLATE/docs.yml | 35 ++++++ .github/ISSUE_TEMPLATE/features.yml | 37 ++++++ .github/ISSUE_TEMPLATE/standard_docs_issue.md | 16 --- 5 files changed, 183 insertions(+), 16 deletions(-) create mode 100644 .github/ISSUE_TEMPLATE/bug.yml create mode 100644 .github/ISSUE_TEMPLATE/config.yml create mode 100644 .github/ISSUE_TEMPLATE/docs.yml create mode 100644 .github/ISSUE_TEMPLATE/features.yml delete mode 100644 .github/ISSUE_TEMPLATE/standard_docs_issue.md diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml new file mode 100644 index 0000000000..783f9b5729 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug.yml @@ -0,0 +1,106 @@ +--- +name: Bug Report +description: Use this template for reporting bugs. +title: "[Bug]: " +labels: ["bug", "triage"] +assignees: [] +body: + - type: markdown + attributes: + value: | + Thanks for taking the time to fill out this bug report! + - type: textarea + id: brief-description + attributes: + label: Brief Description + description: Please summarize the bug, specifying where it occurs (e.g., in which part of the code or when performing a specific action). + validations: + required: true + - type: dropdown + id: llm + attributes: + label: LLM + description: Please specify the LLM you are using. + options: + - ChatGPT + - GPT-4 + - Anthropic + - GPT4All + validations: + required: false + - type: dropdown + id: transcription-services + attributes: + label: Transcription Services + description: Please specify the Transcription service you are using. + options: + - AssemblyAI + - Deepgram + - Gladia + - Google Cloud + - Microsoft Azure + - RevAI + - Whisper + - Whisper.cpp + validations: + required: false + - type: dropdown + id: synthesis-services + attributes: + label: Synthesis Services + description: Please specify the Synthesis service you are using. + options: + - Rime.ai + - Microsoft Azure + - Google Cloud + - Play.ht + - Eleven Labs + - Coqui + - Coqui (OSS) + - gTTS + - StreamElements + - Bark + - AWS Polly + validations: + required: false + - type: dropdown + id: telephony-services + attributes: + label: Telephony Services + description: Please specify the Telephony service you are using. + options: + - Twilio + - Vonage + validations: + required: false + - type: textarea + id: conversation-type-and-platform + attributes: + label: Conversation Type and Platform + description: Please specify the type of conversation (turn-based or real-time streaming), and the platform (Phone with Twilio or Vonage, Web, or Meeting). + validations: + required: false + - type: textarea + id: steps-to-reproduce + attributes: + label: Steps to Reproduce + description: List the steps to reproduce the bug. + validations: + required: true + - type: textarea + id: expected-behavior + attributes: + label: Expected Behavior + description: Describe what should happen instead of the bug. + validations: + required: true + - type: textarea + id: screenshots + attributes: + label: Screenshots + description: If applicable, add screenshots to help explain the problem. + validations: + required: false +--- + + diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml new file mode 100644 index 0000000000..95107361cf --- /dev/null +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -0,0 +1,5 @@ +blank_issues_enabled: true +contact_links: +- name: Discord Community Support + url: https://discord.gg/xxTAGR9Frm + about: Please ask and answer questions here. \ No newline at end of file diff --git a/.github/ISSUE_TEMPLATE/docs.yml b/.github/ISSUE_TEMPLATE/docs.yml new file mode 100644 index 0000000000..bb5bfe097b --- /dev/null +++ b/.github/ISSUE_TEMPLATE/docs.yml @@ -0,0 +1,35 @@ +--- +name: Documentation Issue +description: Use this template for reporting issues with the documentation. +title: '[Docs]:' +labels: 'documentation' +assignees: [] +body: + - type: markdown + attributes: + value: | + Thanks for taking the time to fill out this documentation issue! + - type: textarea + id: brief-description + attributes: + label: Brief Description + description: Please summarize the issue, specifying where in the documentation it occurs (e.g., section, paragraph). + validations: + required: true + - type: textarea + id: steps-to-reproduce + attributes: + label: Steps to Reproduce + description: If applicable, list the steps to reproduce the issue, especially for incorrect instructions. + validations: + required: false + - type: textarea + id: suggested-fix + attributes: + label: Suggested Fix + description: If possible, provide a proposed solution or improvement, such as text rewrites, clarifications, or new examples. + validations: + required: false +--- + + diff --git a/.github/ISSUE_TEMPLATE/features.yml b/.github/ISSUE_TEMPLATE/features.yml new file mode 100644 index 0000000000..6735c9ead8 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/features.yml @@ -0,0 +1,37 @@ +--- +name: Feature Request +description: Use this template for proposing new features. +title: "[Feature]: " +labels: ["feature", "triage"] +assignees: [] +body: + - type: markdown + attributes: + value: | + Thanks for taking the time to fill out this feature request! + - type: textarea + id: brief-description + attributes: + label: Brief Description + description: Please summarize the proposed feature, specifying what it should do and why it would be useful. + validations: + required: true + - type: textarea + id: rationale + attributes: + label: Rationale + description: Please explain why this feature would be useful and how it would improve the project. + validations: + required: true + - type: textarea + id: suggested-implementation + attributes: + label: Suggested Implementation + description: If possible, provide details about how this feature could be implemented. + validations: + required: false +--- + + + + diff --git a/.github/ISSUE_TEMPLATE/standard_docs_issue.md b/.github/ISSUE_TEMPLATE/standard_docs_issue.md deleted file mode 100644 index c4d31b7ffb..0000000000 --- a/.github/ISSUE_TEMPLATE/standard_docs_issue.md +++ /dev/null @@ -1,16 +0,0 @@ ---- -name: Documentation Issue -about: Use this template for reporting issues with the documentation. -title: 'Docs:' -labels: 'documentation' -assignees: '' ---- - -## Brief Description - - -## Steps to Reproduce - - -## Suggested Fix - From 290211fab9f24e30b30677141e51fa1c30c48086 Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Thu, 28 Dec 2023 19:07:41 -0500 Subject: [PATCH 050/148] Documentation Update: Open Source Information Goudete/update docs/open source (#470) * updating outdated or missing docs * adding call object page and removing descriptions for references * revert changes in docs/call-object.mdx --------- Co-authored-by: goudete --- docs/call-object.mdx | 2 +- docs/open-source/agent-reference.mdx | 174 ++++++++++++++++++-- docs/open-source/langchain-agent.mdx | 73 ++++++++- docs/open-source/language-support.mdx | 57 ++++++- docs/open-source/synthesizer-reference.mdx | 179 ++++++++++++++++++--- docs/open-source/transcriber-reference.mdx | 101 ++++++++---- 6 files changed, 506 insertions(+), 80 deletions(-) diff --git a/docs/call-object.mdx b/docs/call-object.mdx index 592a0eba75..1dd1cab4f9 100644 --- a/docs/call-object.mdx +++ b/docs/call-object.mdx @@ -1,4 +1,4 @@ --- title: "Call Object" description: "🚧 Under construction" ---- +--- \ No newline at end of file diff --git a/docs/open-source/agent-reference.mdx b/docs/open-source/agent-reference.mdx index faaf111cef..7feb9cb242 100644 --- a/docs/open-source/agent-reference.mdx +++ b/docs/open-source/agent-reference.mdx @@ -1,59 +1,199 @@ --- title: "Agent Reference" -description: "🚧 Under construction" --- # `AgentConfig` - placeholder + The initial message the agent should send at the start of the conversation. - placeholder + Whether the agent should generate responses continuously (True) or only respond once per human input (False). + - placeholder + The maximum number of seconds the agent is allowed to go without speaking before being considered idle. + - placeholder + Whether the human can interrupt the agent while it is speaking. + - placeholder + Whether the agent should end the conversation when it detects the human saying goodbye. + - placeholder + Whether to play filler audio (typing noises or phrases like "uh" and "um") when the agent is thinking. Can be configured via FillerAudioConfig. + - placeholder + Configuration for sending webhooks from the agent. + - placeholder + Whether to track the sentiment of the agent's responses. + + Configuration for custom actions the agent can take, such as making API calls. + + + # `LLMAgentConfig` - placeholder + The preamble text to prepend before the prompt when generating responses. This allows priming the model. + + + + The prompt to use for generating the first response from the agent. If not provided, the agent will generate a response to the first user message without any initial prompt. + + + + The name of the OpenAI model to use, e.g. "text-curie-001". + + + + The sampling temperature to use for the model. Higher values means the model will take more risks. Try 0.9 for more creative applications, and 0 for ones with a well-defined answer. + + + + The maximum number of tokens to generate in the completion. + + + + The response for the agent to give when it is cut off mid-response. + + + +# `ChatGPTAgentConfig` + + + The preamble text to prepend before the prompt when generating responses. This allows priming the model. + - placeholder + The prompt to use for generating the first response from the agent. If not provided, the agent will generate a response to the first user message without any initial prompt. + - placeholder + The name of the OpenAI model to use, e.g. "gpt-3.5-turbo-0613". + - placeholder + The sampling temperature to use for the model. Higher values means the model will take more risks. Try 0.9 for more creative applications, and 0 for ones with a well-defined answer. + - placeholder + The maximum number of tokens to generate in the completion. + - placeholder + The response for the agent to give when it is cut off mid-response. + + + + Configuration when using the Azure OpenAI API. + + + + Configuration for hitting a vector database for retrieval before generating a response. + + + +# `ChatAnthropicAgentConfig` + + + The preamble text to prepend before the prompt when generating responses. This allows priming the model. + + + + The name of the Anthropic model to use. e.g. "claude-v1". + + + + Max tokens to sample for autocompletion stream. Defaults to 200. + +# `ChatVertexAIAgentConfig` + + + The preamble text to prepend before the prompt when generating responses. This allows priming the model. + + + + The name of the Vertex model to use. e.g. "chat-bison@001". + + + + Whether the agent should generate responses continuously (True) or only respond once per human input (False). + Google Vertex AI doesn't support streaming, set to False + + + +# `EchoAgentConfig` + +The EchoAgent simply echoes back the user's messages. It does not take any configuration parameters. + + +# `GPT4AllAgentConfig` + + + The preamble text to prepend before the prompt when generating responses. This allows priming the model. + + + + The path to the model weights file. + + + + Whether the agent should generate responses continuously (True) or only respond once per human input (False). + + + +# `LlamacppAgentConfig` + + + The preamble text to prepend before the prompt when generating responses. This allows priming the model. + + + + Additional kwargs to pass to the LlamaCpp model initializer. + + + + The template to use for formatting the prompt with the conversation history and current user input. Can be a string referring to a built-in template like "alpaca", or a custom PromptTemplate. + + + +# `InformationRetrievalAgentConfig` + + + A description of the intended recipient that the agent is trying to reach. + + + + A description of who the agent is representing in the call. + + + + A description of the goal or task that the agent is trying to accomplish, to provide context for the information retrieval. + + + + A list of the information fields the agent is trying to collect. + + + # `RESTfulUserImplementedAgentConfig` - - placeholder + + Configuration for the REST endpoint to hit to get responses from the user implemented agent. + + + + Whether the agent should generate responses continuously (True) or only respond once per human input (False). diff --git a/docs/open-source/langchain-agent.mdx b/docs/open-source/langchain-agent.mdx index 577a6ac996..d2ceb2efb3 100644 --- a/docs/open-source/langchain-agent.mdx +++ b/docs/open-source/langchain-agent.mdx @@ -134,5 +134,76 @@ poetry run python main.py ``` # Code explanation +The Langchain agent is implemented in `main.py`. It uses the Langchain library to initialize an agent that can have a conversation. -🚧 Under construction +## Langchain Agent +`main.py` instantiates the langchain agent and relevant tools. It sets an objective, initializes a Langchain agent, and runs the conversation. +```python +agent = initialize_agent( + tools=[get_all_contacts, call_phone_number, word_of_the_day], + llm=llm, + agent=AgentType.CHAT_CONVERSATIONAL_REACT_DESCRIPTION, + verbose=verbose, + memory=memory, +) +``` + +## Langchain tools + +### Tool to get all contacts +```python +@tool("get_all_contacts") +def get_all_contacts(placeholder: str) -> List[dict]: + """Get contacts.""" + return CONTACTS +``` + +### Tool to call phone number +`tools/vocode.py` makes use of the `OutboundCall` class to initiate a phone call +```python +@tool("call phone number") +def call_phone_number(input: str) -> str: + """calls a phone number as a bot and returns a transcript of the conversation. + the input to this tool is a pipe separated list of a phone number, a prompt, and the first thing the bot should say. + The prompt should instruct the bot with what to do on the call and be in the 3rd person, + like 'the assistant is performing this task' instead of 'perform this task'. + + should only use this tool once it has found an adequate phone number to call. + + for example, `+15555555555|the assistant is explaining the meaning of life|i'm going to tell you the meaning of life` will call +15555555555, say 'i'm going to tell you the meaning of life', and instruct the assistant to tell the human what the meaning of life is. + """ + phone_number, prompt, initial_message = input.split("|", 2) + call = OutboundCall( + base_url=os.environ["TELEPHONY_SERVER_BASE_URL"], + to_phone=phone_number, + from_phone=os.environ["OUTBOUND_CALLER_NUMBER"], + config_manager=RedisConfigManager(), + agent_config=ChatGPTAgentConfig( + prompt_preamble=prompt, + initial_message=BaseMessage(text=initial_message), + ), + logger=logging.Logger("call_phone_number"), + ) + LOOP.run_until_complete(call.start()) + while True: + maybe_transcript = get_transcript(call.conversation_id) + if maybe_transcript: + delete_transcript(call.conversation_id) + return maybe_transcript + else: + time.sleep(1) +``` + +## TelephonyServer +`telephony_app.py` instantiates a `TelephonyServer` object to manage the phone call initiated by `OutboundCall` +```python +telephony_server = TelephonyServer( + base_url=BASE_URL, + config_manager=config_manager, + inbound_call_configs=[], + events_manager=EventsManager(), + logger=logger, +) + +app.include_router(telephony_server.get_router()) +``` \ No newline at end of file diff --git a/docs/open-source/language-support.mdx b/docs/open-source/language-support.mdx index fb166582f3..694887fb62 100644 --- a/docs/open-source/language-support.mdx +++ b/docs/open-source/language-support.mdx @@ -3,4 +3,59 @@ title: "Multilingual support" description: "How to configure different languages" --- -# 🚧 Under construction +# Multilingual Support + +The vocode project can be configured to support multiple languages for speech synthesis and automatic speech recognition (ASR). + +## Speech Synthesis + +The speech synthesizer used in vocode is configurable. By default, the `AzureSynthesizer` is used which supports [over 75 voices across over 45 languages](https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/language-support?tabs=tts). + +To configure a different language, modify the `SynthesizerConfig` when initializing the conversation: + +```python +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig + +synthesizer_config = AzureSynthesizerConfig( + voice_name="de-DE-KatjaNeural" # German voice + language_code="de-DE" # Language of text to be synthesized +) +``` + +See the [full list of supported voices](https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/language-support?tabs=tts). + +## Transcription + +The transcriber used in vocode is also configurable. By default, `DeepgramTranscriber` is used which supports [over 25 languages](https://developers.deepgram.com/docs/languages-overview). + +To configure a different language model, modify the language code passed to `TranscriberConfig` when initializing the config object (`en-US` is the default): + +```python +from vocode.streaming.models.transcriber import DeepgramTranscriberConfig + +transcriber_config = DeepgramTranscriberConfig( + language="es" # Spanish +) +``` + +See the [Deepgram docs](https://developers.deepgram.com/docs/languages-overview) for the list of supported lamguages. + +Other transcription services like Google Cloud Speech or Assembly AI could also be used by configuring the appropriate `TranscriberConfig`. + +## Language Configuration + +It is recommended to load the speech synthesizer voice and transcription model from environment variables or configuration to avoid hard-coding language choices: + +```python +import os +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.models.transcriber import DeepgramTranscriberConfig + +SYNTHESIZER_VOICE = os.getenv("SYNTHESIZER_VOICE", default="en-US-AriaNeural") +ASR_MODEL = os.getenv("DEEPGRAM_MODEL", default="en-US") + +synthesizer_config = AzureSynthesizerConfig(voice=SYNTHESIZER_VOICE) +transcriber_config = DeepgramTranscriberConfig(model=DEEPGRAM_MODEL) +``` + +This allows dynamically configuring the speech language without code changes. diff --git a/docs/open-source/synthesizer-reference.mdx b/docs/open-source/synthesizer-reference.mdx index ef32257ce3..5ce320d010 100644 --- a/docs/open-source/synthesizer-reference.mdx +++ b/docs/open-source/synthesizer-reference.mdx @@ -1,80 +1,207 @@ --- title: "Synthesizer Reference" -description: "🚧 Under construction" --- # `SynthesizerConfig` - placeholder + The sampling rate of the audio in Hz. + - placeholder + The encoding format for the audio data. - - placeholder + + + Whether the audio chunks returned should be encoded as WAV format. Defaults to False. -= False - - placeholder + + + Optional configuration for controlling sentiment/emotion in the synthesized speech. + # `AzureSynthesizerConfig` - placeholder + The name of the voice to use. Defaults to "en-US-SteffanNeural". + - placeholder + The pitch of the voice, as a percentage adjustment. Defaults to 0. + - placeholder + The speaking rate of the voice, as a percentage adjustment. Defaults to 15. + + + + The language code to use. Defaults to "en-US". -# `GoogleSynthesizerConfig` + +# `GoogleSynthesizerConfig` - placeholder + The language code to use for synthesis. Defaults to "en-US". + - placeholder + The name of the Google Cloud Text-to-Speech voice to use. Defaults to "en-US-Neural2-I". + - placeholder + The pitch of the voice. Defaults to 0. + - placeholder + The speaking rate of the voice. Defaults to 1.2 + # `ElevenLabsSynthesizerConfig` - placeholder + The API key for accessing the ElevenLabs API. + - placeholder + The ID of the voice to use. Defaults to Adam voice. + + + + Level of latency optimization between 0-4. + + + + Whether to use experimental streaming. + - placeholder + Stability level for voice. Used with similarity_boost. + - placeholder + Similarity boost level for voice. Used with stability. + + Custom model ID to use. + + + # `RimeSynthesizerConfig` - placeholder + Name of Rime speaker to use. Defaults to "young_male_unmarked-1". + + + + Sampling rate of generated audio. Defaults to 22050. + + Base URL for Rime API. Defaults to "https://rjmopratfrdjgmfmaios.functions.supabase.co/rime-tts" + + + + Speed adjustment factor. Defaults to None. + + + # `PlayHtSynthesizerConfig` + + API key for Play.ht API. + + + + User ID for Play.ht API. + + + + Speed adjustment. + + + + Random seed for stochastic models. + + + + Sampling temperature for stochastic models. + + - placeholder + ID of voice to use. Defaults to "larry" + + + + Whether to use experimental streaming. Defaults to False. - - placeholder + + +# `StreamElementsSynthesizerConfig` + + + Name of StreamElements voice to use. Defaults to "Brian". - - placeholder + + +# `CoquiTTSSynthesizerConfig` + + + Keyword arguments for Coqui TTS model. + + + + Speaker ID for multi-speaker models. Defaults to None. + + + + Language code for multi-lingual models. Defaults to None. + + + +# `CoquiSynthesizerConfig` + + + API key for Coqui API. + + + + ID of voice to use. Defaults to "ebe2db86-62a6-49a1-907a-9a1360d4416e" + + + Voice prompt to use instead of voice ID. + + + + Whether to use X-Tts voices. + + + +# `BarkSynthesizerConfig` + + + Kwargs for Bark model preloading. + + + + Kwargs for Bark audio generation. + + + +# `PollySynthesizerConfig` + + + Language code to use. Defaults to "en-US". + + + + Voice ID of the Polly voice to use. Defaults to "Matthew". + + + + Sampling rate of generated audio. Defaults to 16000. + \ No newline at end of file diff --git a/docs/open-source/transcriber-reference.mdx b/docs/open-source/transcriber-reference.mdx index 112b66a893..4c493e293c 100644 --- a/docs/open-source/transcriber-reference.mdx +++ b/docs/open-source/transcriber-reference.mdx @@ -1,6 +1,5 @@ --- title: "Transcriber Reference" -description: "🚧 Under construction" --- # `TranscriberConfig` @@ -10,18 +9,24 @@ description: "🚧 Under construction" rate provides better audio quality but may increase processing time and data size. + The encoding format of the audio data. Options include: LINEAR16, MULAW. + The size of each chunk of audio data sent to the transcriber, in bytes. A larger chunk size can reduce network overhead but may increase latency. + - Optional configuration for endpointing, which determines when to split the - transcript based on criteria such as time or punctuation. If not provided, the - default endpointing behavior will be used. + Optional endpointing configuration to determine when a transcription segment should end. If not provided, default endpointing behavior will be used. + + + Optional downsampling factor to reduce the sampling rate of the audio before sending to the transcriber. Can be used to reduce bandwidth usage. + + Optional minimum confidence threshold for interrupting the transcription. Confidence values range from 0 to 1, with higher values indicating greater @@ -30,56 +35,84 @@ description: "🚧 Under construction" behavior will be used. -The `TranscriberConfig` class provides helper methods to abstract away some fields to the user. - -For example, when using an input device like `MicrophoneInput`, you can use: - -``` -TranscriberConfig.from_input_device(MicrophoneInput()) -``` - -You can also do this for telephone calls, which all share the same sampling rate, chunk size and audio encoding: + + If true, silence audio chunks will be sent to the transcriber while a transcription is in progress. Can be used to prevent echo during live transcription. + -``` -TranscriberConfig.from_telephone_input_device() -``` # `DeepgramTranscriberConfig` - The language code for the transcription, e.g., 'en-US' for American English. - If not provided, the default language will be used. + Optional language code to use for transcription. + - The model used for transcription. For Deepgram, it can be 'phonecall', - 'voicemail'. + Optional Deepgram model to use for transcription. Defaults to "nova". + - The tier of the Deepgram API to use for the transcription, e.g., 'enhanced'. - If not provided, the default tier will be used. + Optional Deepgram tier to use for transcription. + - The version of the Deepgram API to use for the transcription. If not provided, - the latest version will be used. + Optional Deepgram version to use for transcription. Defaults to latest version if not provided. - - A list of keywords to be used for keyword spotting during transcription with - the Deepgram API. If not provided, no keyword spotting will be performed. + + + Optional list of keywords to boost in the transcription results. + # `GoogleTranscriberConfig` - - The language code for the transcription, e.g., 'en-US' for American English. - Defaults to 'en-US'. - - The model used for transcription. For Google, it can be 'default', 'video', or - 'phone_call'. If not provided, the default model will be used. + Optional Google Cloud Speech model to use for transcription. + + Language code to use for transcription. Defaults to "en-US". + + + # `AssemblyAITranscriberConfig` + + Buffer duration in seconds to accumulate audio before sending to AssemblyAI. Defaults to 0.1s. + + + + Optional list of words to boost in the transcription results. + + + # `WhisperCPPTranscriberConfig` -# `RevAITranscriberConfig` + + Buffer duration in seconds to accumulate audio before sending to WhisperCPP. Defaults to 1.0s. + + + + Filename of the WhisperCPP shared library. + + + + Filename of the WhisperCPP model. + + + +# `AzureTranscriberConfig` + + + Language code to use for transcription. Defaults to "en-US". + + + + Optional list of candidate languages to auto-detect from the audio. + + + +# `GladiaTranscriberConfig` + + + Buffer duration in seconds to accumulate audio before sending to Gladia. Defaults to 0.1s. + From 3a80e6ab5f191eabb0afd19d476fb29b51f8fd84 Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Fri, 29 Dec 2023 02:31:20 -0500 Subject: [PATCH 051/148] Pull Request for Issue #461: Introducing `/apps/voice_rag/` - A Demo Application for RAG in Vocode OpenSource (#464) * Add Pinecone vector database configuration * Add RAG documentation and remove vectordb documentation * ADD colab Link * working version manual_pinecone_ingestor * Revert the changes in /apps/client_backend/main.py with the aim of creating a new app in /apps/rag/ * Fix issue #463: Add Content-Type Header for Pinecone API Integration * Add environment files and Docker configuration * Rename rag to voice-rag app * revert pinecone.py Refactor code and update dependencies * Working Version * Update pinecone ingestor script * Add voice_rag application files * Update Dockerfile and README.md in voice_rag app * Fix missing newline at end of file --- apps/voice_rag/.env.template | 8 + apps/voice_rag/Dockerfile | 54 +++++ apps/voice_rag/README.md | 37 +++ apps/voice_rag/environment.docker.yml | 21 ++ apps/voice_rag/main.py | 85 +++++++ apps/voice_rag/manual_pinecone_ingestor.ipynb | 223 ++++++++++++++++++ docs/images/vectodb/pinecone-create-index.png | Bin 0 -> 412248 bytes docs/open-source/rag.mdx | 57 +++++ 8 files changed, 485 insertions(+) create mode 100644 apps/voice_rag/.env.template create mode 100644 apps/voice_rag/Dockerfile create mode 100644 apps/voice_rag/README.md create mode 100644 apps/voice_rag/environment.docker.yml create mode 100644 apps/voice_rag/main.py create mode 100644 apps/voice_rag/manual_pinecone_ingestor.ipynb create mode 100644 docs/images/vectodb/pinecone-create-index.png create mode 100644 docs/open-source/rag.mdx diff --git a/apps/voice_rag/.env.template b/apps/voice_rag/.env.template new file mode 100644 index 0000000000..e49e23b063 --- /dev/null +++ b/apps/voice_rag/.env.template @@ -0,0 +1,8 @@ +OPENAI_API_KEY= +DEEPGRAM_API_KEY= +AZURE_SPEECH_KEY= +AZURE_SPEECH_REGION= + +PINECONE_API_KEY= +PINECONE_ENVIRONMENT= +PINECONE_INDEX_NAME= \ No newline at end of file diff --git a/apps/voice_rag/Dockerfile b/apps/voice_rag/Dockerfile new file mode 100644 index 0000000000..7a7ad834ab --- /dev/null +++ b/apps/voice_rag/Dockerfile @@ -0,0 +1,54 @@ +# Use the official micromamba image as a base +FROM docker.io/mambaorg/micromamba:1.5-jammy + +# Create a new user '$MAMBA_USER' and set the working directory +COPY --chown=$MAMBA_USER:$MAMBA_USER environment.docker.yml /tmp/environment.yml + +# Install the specified packages using micromamba +RUN micromamba install -y -n base -f /tmp/environment.yml && \ + micromamba clean --all --yes + +USER root +WORKDIR /usr/local/src + +ARG VOCODE_USER=vocode +ARG VOCODE_UID=8476 +ARG VOCODE_GID=8476 + +RUN groupadd --gid $VOCODE_GID $VOCODE_USER && \ + useradd --uid $VOCODE_UID --gid $VOCODE_GID --shell /bin/bash --create-home $VOCODE_USER + +# COPY --chown=$VOCODE_USER:$VOCODE_USER ../../../ /vocode-python +# WORKDIR /usr/local/src/vocode +# RUN poetry install -E all + +# Copy the rest of your application files into the Docker image +COPY --chown=$VOCODE_USER:$VOCODE_USER . /vocode +WORKDIR /vocode + +#USER vocode +USER root + +ENV DOCKER_ENV="docker" + +# # Expose the port your FastAPI app will run on +EXPOSE 19002 + +# Set build arguments +ARG BUILD_DATE +ARG VCS_REF +ARG VERSION + +# Set labels +LABEL org.label-schema.build-date=$BUILD_DATE \ + org.label-schema.name="vocode" \ + org.label-schema.description="Vocode Docker Image" \ + org.label-schema.url="https://vocode.dev/" \ + org.label-schema.vcs-url="https://github.com/vocodedev" \ + org.label-schema.maintainer="vocode@arpagon.co" \ + org.label-schema.vcs-ref=$VCS_REF \ + org.label-schema.vendor="Vocode" \ + org.label-schema.version=$VERSION + +# Start the FastAPI app using Uvicorn +CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "19002"] \ No newline at end of file diff --git a/apps/voice_rag/README.md b/apps/voice_rag/README.md new file mode 100644 index 0000000000..75208faca7 --- /dev/null +++ b/apps/voice_rag/README.md @@ -0,0 +1,37 @@ +# voice_rag + +## Docker + +1. Set up the configuration for your agent in `main.py`. +2. Set up an .env file using the template + +``` +cp .env.template .env +``` + +Fill in your API keys into .env + +3. Build the Docker image + +```bash +docker build --build-arg BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ') \ + --build-arg VCS_REF=$(git rev-parse --short HEAD) \ + --build-arg VERSION=0.1.0 \ + -t vocode/vocode-voice-rag:0.1.0 . +``` + +4. Run the image and forward the port. + +```bash +docker run --env-file=.env -p 3000:3000 -t vocode/vocode-voice-rag +``` + +Now you have a client backend hosted at localhost:3000 to pass into the Vocode React SDK. You'll likely need to tunnel port 3000 to ngrok / host your server in order to use it in the React SDK. + +## Non-docker setup + +`main.py` just sets up a FastAPI server, so you can just run it with uvicorn: + +``` +uvicorn main:app +``` diff --git a/apps/voice_rag/environment.docker.yml b/apps/voice_rag/environment.docker.yml new file mode 100644 index 0000000000..1a09956027 --- /dev/null +++ b/apps/voice_rag/environment.docker.yml @@ -0,0 +1,21 @@ +name: vocode-rag +channels: + - conda-forge + - pytorch +dependencies: + - python=3.10 + - openssl=1.1.1w + - portaudio + - ffmpeg + - git + - pip + - pip: + # Installing vocode from the git repository + - git+https://github.com/ArtisanLabs/vocode-python/@461-VectorDB-OpenSource-Documentation#egg=vocode + - azure-cognitiveservices-speech==1.31.0 + - python-dotenv + - ipython + - deepgram-sdk + - uvicorn + - pinecone-client + - poetry \ No newline at end of file diff --git a/apps/voice_rag/main.py b/apps/voice_rag/main.py new file mode 100644 index 0000000000..d952d688f7 --- /dev/null +++ b/apps/voice_rag/main.py @@ -0,0 +1,85 @@ +import os +import logging +from fastapi import FastAPI + +from vocode.streaming.models.agent import ChatGPTAgentConfig +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer + +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.client_backend.conversation import ConversationRouter +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.vector_db.factory import VectorDBFactory +from vocode.streaming.vector_db.pinecone import PineconeConfig +from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber + + +from vocode.streaming.models.transcriber import ( + DeepgramTranscriberConfig, + TimeEndpointingConfig +) + +from dotenv import load_dotenv + +load_dotenv() + +app = FastAPI(docs_url=None) + +logging.basicConfig() +logger = logging.getLogger(__name__) +logger.setLevel(logging.DEBUG) + +vector_db_config = PineconeConfig( + index=os.getenv('PINECONE_INDEX_NAME') +) + +INITIAL_MESSAGE="Hello!" +PROMPT_PREAMBLE=''' +I want you to act as an IT Architect. +I will provide some details about the functionality of an application or other +digital product, and it will be your job to come up with ways to integrate it +into the IT landscape. This could involve analyzing business requirements, +performing a gap analysis, and mapping the functionality of the new system to +the existing IT landscape. The next steps are to create a solution design. + +You are an expert in these technologies: +- Langchain +- Supabase +- Next.js +- Fastapi +- Vocode. +''' + +TIME_ENDPOINTING_CONFIG = TimeEndpointingConfig() +TIME_ENDPOINTING_CONFIG.time_cutoff_seconds = 2 + +AZURE_SYNTHESIZER_THUNK = lambda output_audio_config: AzureSynthesizer( + AzureSynthesizerConfig.from_output_audio_config(output_audio_config, ), + logger=logger +) + +DEEPGRAM_TRANSCRIBER_THUNK = lambda input_audio_config: DeepgramTranscriber( + DeepgramTranscriberConfig.from_input_audio_config( + input_audio_config=input_audio_config, + endpointing_config=TIME_ENDPOINTING_CONFIG, + min_interrupt_confidence=0.9, + ), + logger=logger +) + +conversation_router = ConversationRouter( + agent_thunk=lambda: ChatGPTAgent( + ChatGPTAgentConfig( + initial_message=BaseMessage(text=INITIAL_MESSAGE), + prompt_preamble=PROMPT_PREAMBLE, + vector_db_config=vector_db_config, + logger=logger, + ), + logger=logger + ), + synthesizer_thunk=AZURE_SYNTHESIZER_THUNK, + transcriber_thunk=DEEPGRAM_TRANSCRIBER_THUNK, + logger=logger, +) + +app.include_router(conversation_router.get_router()) diff --git a/apps/voice_rag/manual_pinecone_ingestor.ipynb b/apps/voice_rag/manual_pinecone_ingestor.ipynb new file mode 100644 index 0000000000..a4a0543b30 --- /dev/null +++ b/apps/voice_rag/manual_pinecone_ingestor.ipynb @@ -0,0 +1,223 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Colab_Link: https://colab.research.google.com/github/ArtisanLabs/vocode-python/blob/main/apps/rag/manual_pinecone_ingestor.ipynb\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Install the Python Requests library via pip\n", + "# python \n", + "# langchain \n", + "# spacy \n", + "# unstructured = {extras = [\"local-inference\"]}\n", + "# layoutparser = {extras = [\"layoutmodels\", \"tesseract\"]}\n", + "# pinecone-client\n", + "# openai \n", + "# torch \n", + "# tiktoken\n", + "# git\n", + "\n", + "%pip install langchain spacy unstructured[local-inference] layoutparser[layoutmodels,tesseract] pinecone-client openai torch tiktoken git\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "'''\n", + "Importing necessary modules and functions:\n", + "- os module to interact with the OS\n", + "- Pinecone module for vector database operations\n", + "- OpenAIEmbeddings from langchain.embeddings.openai for generating embeddings\n", + "- SpacyTextSplitter from langchain.text_splitter for splitting text into chunks\n", + "- Pinecone from langchain.vectorstores for storing and retrieving vectors\n", + "- DirectoryLoader and UnstructuredFileLoader from langchain.document_loaders for loading documents from directories and unstructured files\n", + "'''\n", + "import os\n", + "import pinecone\n", + "from langchain.embeddings.openai import OpenAIEmbeddings\n", + "from langchain.text_splitter import SpacyTextSplitter\n", + "from langchain.vectorstores import Pinecone\n", + "from langchain.document_loaders import DirectoryLoader, UnstructuredFileLoader\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "'''\n", + "We are using Google Colab's secret manager to securely input our API keys.\n", + "This ensures that the keys are not visible in the notebook and are not stored in the notebook's history.\n", + "We also retrieve the Pinecone index name from the secret manager.\n", + "Then, we add these keys to the environment variables.\n", + "'''\n", + "from google.colab import userdata\n", + "import os\n", + "\n", + "PINECONE_API_KEY = userdata.get('PINECONE_API_KEY')\n", + "os.environ['PINECONE_API_KEY'] = PINECONE_API_KEY\n", + "\n", + "PINECONE_ENVIRONMENT = userdata.get('PINECONE_ENVIRONMENT')\n", + "os.environ['PINECONE_ENVIRONMENT'] = PINECONE_ENVIRONMENT\n", + "\n", + "PINECONE_INDEX = userdata.get('PINECONE_INDEX')\n", + "os.environ['PINECONE_INDEX'] = PINECONE_INDEX\n", + "\n", + "OPENAI_API_KEY = userdata.get('OPENAI_API_KEY')\n", + "os.environ['OPENAI_API_KEY'] = OPENAI_API_KEY" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "'''\n", + "We are defining a list of libraries from which we want to fetch the code.\n", + "Each library is represented as a dictionary with three keys:\n", + " - 'name': the name of the library\n", + " - 'code': the URL of the library's GitHub repository\n", + " - 'documentation_path': the path to the documentation within the repository\n", + "'''\n", + "libraries = [\n", + " {\n", + " 'name': 'langchain',\n", + " 'code': 'https://github.com/langchain-ai/langchain',\n", + " 'documentation_path': 'docs'\n", + " },\n", + " {\n", + " 'name': 'supabase',\n", + " 'code': 'https://github.com/supabase/supabase',\n", + " 'documentation_path': 'apps/docs'\n", + " },\n", + " {\n", + " 'name': 'next.js',\n", + " 'code': 'https://github.com/vercel/next.js',\n", + " 'documentation_path': 'docs'\n", + " },\n", + " {\n", + " 'name': 'fastapi',\n", + " 'code': 'https://github.com/tiangolo/fastapi',\n", + " 'documentation_path': 'docs/en/docs'\n", + " },\n", + " {\n", + " 'name': 'vocode-python',\n", + " 'code': 'https://github.com/vocodedev/vocode-python',\n", + " 'documentation_path': 'docs'\n", + " }\n", + "]\n", + "\n", + "'''\n", + "The function get_code_from_github is defined to fetch the code from the GitHub repositories.\n", + "It iterates over the libraries list and for each library, it clones the repository to a temporary directory.\n", + "Then, it moves the documentation to a directory named 'libraries_documentation/{name}'.\n", + "'''\n", + "import os\n", + "import shutil\n", + "import tempfile\n", + "import subprocess\n", + "\n", + "def get_code_from_github():\n", + " # Create a temporary directory\n", + " with tempfile.TemporaryDirectory() as temp_dir:\n", + " for library in libraries:\n", + " # Define the clone directory path\n", + " clone_dir = os.path.join(temp_dir, library['name'])\n", + "\n", + " # Clone the repository using the git command\n", + " subprocess.run(['git', 'clone', library['code'], clone_dir], check=True)\n", + " \n", + " # Define the source and destination for moving documentation\n", + " doc_source = os.path.join(clone_dir, library['documentation_path'])\n", + " doc_dest = os.path.join('libraries_documentation', library['name'])\n", + "\n", + " # Create the destination directory if it doesn't exist\n", + " os.makedirs(doc_dest, exist_ok=True)\n", + "\n", + " # Move the documentation to the destination directory\n", + " shutil.move(doc_source, doc_dest)\n", + "\n", + "get_code_from_github()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "'''\n", + "The following code block is responsible for loading, splitting, and indexing the documents.\n", + "'''\n", + "\n", + "'''\n", + "Create a DirectoryLoader object to load all .md and .mdx files from the 'libraries_documentation' directory.\n", + "The glob pattern \"**/*.md*\" is used to match any markdown file in the directory or its subdirectories.\n", + "The UnstructuredFileLoader class is used to load the files.\n", + "'''\n", + "loader = DirectoryLoader('./libraries_documentation', glob=\"**/*.md*\", show_progress=True, loader_cls=UnstructuredFileLoader)\n", + "\n", + "'''\n", + "Load the documents from the directory.\n", + "'''\n", + "print(\"Loading documents...\")\n", + "documents = loader.load()\n", + "\n", + "'''\n", + "Create a SpacyTextSplitter object to split the documents into chunks of 1000 characters.\n", + "'''\n", + "text_splitter = SpacyTextSplitter(chunk_size=1000)\n", + "\n", + "'''\n", + "Split the documents into chunks.\n", + "'''\n", + "print(\"Splitting documents...\")\n", + "docs = text_splitter.split_documents(documents)\n", + "\n", + "'''\n", + "Create an OpenAIEmbeddings object to generate embeddings for the documents.\n", + "'''\n", + "embeddings = OpenAIEmbeddings()\n", + "\n", + "'''\n", + "Initialize the Pinecone client with the API key and environment variables.\n", + "'''\n", + "pinecone.init(\n", + " api_key=PINECONE_API_KEY,\n", + " environment=PINECONE_ENVIRONMENT,\n", + ")\n", + "\n", + "'''\n", + "Set the name of the Pinecone index.\n", + "'''\n", + "index_name = PINECONE_INDEX\n", + "\n", + "'''\n", + "Create a Pinecone index from the documents and their embeddings.\n", + "'''\n", + "print(\"Creating index...\")\n", + "docsearch = Pinecone.from_documents(docs, embeddings, index_name=index_name)" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/images/vectodb/pinecone-create-index.png b/docs/images/vectodb/pinecone-create-index.png new file mode 100644 index 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Past interactions quickly vanish, forcing bots to rely on incomplete +information. Vocode introduces a novel solution: retrieval-augmented generation (RAG) powered by vector databases. + +## Here's how it works: + +- **Pre-computed embeddings:** Vocode leverages vector databases like Pinecone to store concise representations + of relevant knowledge. These bite-sized "memory chunks" efficiently encode factual details, + contexts, and even emotional nuances. +- **Dynamic retrieval:** As your bot interacts, Vocode queries the database for embeddings most similar to the + current conversation. Think of it as a smart librarian fetching the most relevant books on the fly. +- **Contextual guidance:** The retrieved embeddings are then fed to the language model, enriching its + understanding of the ongoing dialogue. This enables the bot to generate more informed, contextually rich, + and ultimately **smarter responses.** + +## Benefits for builders: +- **Scalability:** Vector databases grow seamlessly with your needs, accommodating vast knowledge + repositories without straining your system. +- **Efficiency:** Say goodbye to bloated prompts filled with redundant information. Vocode delivers precise + relevance with minimal data overhead. +- **Openness:** Built on open-source principles, Vocode empowers developers to contribute, customize, and + build upon its foundation. +- **Transparency:** Explore the reasoning behind retrieved embeddings and gain valuable insights into your + bot's decision-making process. + +## How to set up your Pinecone database + +In this guide, we'll get your Pinecone database fired up and ready to fuel your retrieval-augmented +chatbot with a robust knowledge base. Buckle up, developers! + +### 1. Create Your Vector Index: + +1. Navigate to the Pinecone dashboard and grab the "Create Index" button. +2. Name your index something meaningful, like "vocode-documentation-vector" for our Vocode-documentation bot. +3. Set the dimensions to 1536 for compatibility with your chosen OpenAI model. +4. Stick with cosine metric for consistency. +5. Hit "Create Index" and let the magic happen! + +![Setup](images/vectodb/pinecone-create-index.png) + + +## Document loading script + +You can manaully add documents to Pinecone any way you like as long as you include the required metadata. +If you have a folder of PDFs, docx files, text files, etc. that you want to add to pinecone, you can use +the below script which uses [Unstructured](https://github.com/Unstructured-IOVector/unstructured) to parse +many kinds of files types, extract the text, and add it to pinecone. + +`apps/voice-rag/manual_pinecone_ingestor.ipynb` + From 6adf9013b48105a4acf4bd68d73ae5e9f8a3f1e0 Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Fri, 29 Dec 2023 17:35:03 -0500 Subject: [PATCH 052/148] fix vocode#473 (#474) --- docs/how-to-use-it.mdx | 18 +++++++++--------- docs/open-source/action-agents.mdx | 2 +- docs/open-source/agent.mdx | 6 +++--- docs/open-source/python-quickstart.mdx | 2 +- docs/open-source/telephony.mdx | 2 +- 5 files changed, 15 insertions(+), 15 deletions(-) diff --git a/docs/how-to-use-it.mdx b/docs/how-to-use-it.mdx index faf6912c3e..c0daf89543 100644 --- a/docs/how-to-use-it.mdx +++ b/docs/how-to-use-it.mdx @@ -1,17 +1,17 @@ --- -title: "How to use it" -description: "The different ways to use Vocode." +title: "How to Use It" +description: "Various ways to utilize Vocode." --- -## Understanding our libraries +## Understanding Our Open Source Libraries -Vocode supports Python and React–with future support coming for -other languages. +Vocode's Open Source supports both Python and React, with plans for future support for +additional languages. -## Get started with Python +### Getting Started with the Open Source Python Library -Use the [Python quickstart](/python-quickstart) guide. +Please refer to the [Python quickstart](/open-source/python-quickstart) guide. -## Get started with React +### Getting Started with the Open Source React Library -Use the [React quickstart](/react-quickstart) guide. +Please refer to the [React quickstart](/open-source/react-quickstart) guide. diff --git a/docs/open-source/action-agents.mdx b/docs/open-source/action-agents.mdx index fa1827a911..389174d10c 100644 --- a/docs/open-source/action-agents.mdx +++ b/docs/open-source/action-agents.mdx @@ -93,4 +93,4 @@ class NylasSendEmail(BaseAction[NylasSendEmailActionOutput]): return NylasSendEmailActionOutput(response=json.dumps({"success": True})) ``` -See [Agent Factory](/agent-factory) for more information on how to register your action with the agent factory. +See [Agent Factory](/open-source/agent-factory) for more information on how to register your action with the agent factory. diff --git a/docs/open-source/agent.mdx b/docs/open-source/agent.mdx index 0f77cef5e5..ee2538691c 100644 --- a/docs/open-source/agent.mdx +++ b/docs/open-source/agent.mdx @@ -10,7 +10,7 @@ generation/understanding layer of the conversation. In other words, Agents are t AI that is actually having the conversation. Vocode provides agents that work out-of-the-box (see below) and also allows developers to -[create their own agents](/create-your-own-agent). +[create their own agents](/open-source/create-your-own-agent). ## Default Agent Implementations @@ -34,7 +34,7 @@ The `LLMAgentConfig` is configured to use the completions endpoint using the sim ### InformationRetrievalAgentConfig -Primarily used for [Outbound phone calls](/telephony), the `InformationRetrievalAgent +Primarily used for [Outbound phone calls](/open-source/telephony), the `InformationRetrievalAgent A description for the call recipient. @@ -52,4 +52,4 @@ Primarily used for [Outbound phone calls](/telephony), the `InformationRetrieval The fields that are to be collected on the call. -To build your own agent, see [Create your own AI Agent](/create-your-own-agent) +To build your own agent, see [Create your own AI Agent](/open-source/create-your-own-agent) diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx index 0c2b028bfb..10cfffb5a7 100644 --- a/docs/open-source/python-quickstart.mdx +++ b/docs/open-source/python-quickstart.mdx @@ -13,7 +13,7 @@ pip install 'vocode[io]' # Getting started -The `io` extra installs the packages necessary to run our voice conversations locally, but is not needed for other surfaces, e.g. [phone calls](/telephony). +The `io` extra installs the packages necessary to run our voice conversations locally, but is not needed for other surfaces, e.g. [phone calls](/open-source/telephony). You may need to install [portaudio](https://formulae.brew.sh/formula/portaudio) and [ffmpeg](https://formulae.brew.sh/formula/ffmpeg) on your system. ## Working with system audio diff --git a/docs/open-source/telephony.mdx b/docs/open-source/telephony.mdx index 8a0456e85c..d608f0e07f 100644 --- a/docs/open-source/telephony.mdx +++ b/docs/open-source/telephony.mdx @@ -6,7 +6,7 @@ description: "How to use agents with inbound and outbound phone calls." # Overview Vocode supports using agents with inbound and outbound phone calls. Users -can [create their own agents](/create-your-own-agent) and use them +can [create their own agents](/open-source/create-your-own-agent) and use them to fulfill a variety of use cases like information collection, appointment scheduling, sales, customer support, and more. From eb25e88ab9325bd4a4425e98b0e8b9acf1a6b46d Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 3 Jan 2024 15:59:55 -0800 Subject: [PATCH 053/148] api reference for warm transfer (#479) --- docs/openapi.json | 497 ++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 479 insertions(+), 18 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index 2924a5269d..5b802918ee 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1587,14 +1587,18 @@ "oneOf": [ { "$ref": "#/components/schemas/TransferCallAction" }, { "$ref": "#/components/schemas/EndConversationAction" }, - { "$ref": "#/components/schemas/DTMFAction" } + { "$ref": "#/components/schemas/DTMFAction" }, + { "$ref": "#/components/schemas/AddToConferenceAction" }, + { "$ref": "#/components/schemas/SetHoldAction" } ], "discriminator": { "propertyName": "type", "mapping": { "action_transfer_call": "#/components/schemas/TransferCallAction", "action_end_conversation": "#/components/schemas/EndConversationAction", - "action_dtmf": "#/components/schemas/DTMFAction" + "action_dtmf": "#/components/schemas/DTMFAction", + "action_add_to_conference": "#/components/schemas/AddToConferenceAction", + "action_set_hold": "#/components/schemas/SetHoldAction" } } }, @@ -1613,7 +1617,9 @@ "oneOf": [ { "$ref": "#/components/schemas/TransferCallActionParams" }, { "$ref": "#/components/schemas/EndConversationActionParams" }, - { "$ref": "#/components/schemas/DTMFActionParams" } + { "$ref": "#/components/schemas/DTMFActionParams" }, + { "$ref": "#/components/schemas/AddToConferenceActionParams" }, + { "$ref": "#/components/schemas/SetHoldActionParams" } ], "title": "ActionParamsRequest", "discriminator": { @@ -1621,7 +1627,9 @@ "mapping": { "action_transfer_call": "#/components/schemas/TransferCallActionParams", "action_end_conversation": "#/components/schemas/EndConversationActionParams", - "action_dtmf": "#/components/schemas/DTMFActionParams" + "action_dtmf": "#/components/schemas/DTMFActionParams", + "action_add_to_conference": "#/components/schemas/AddToConferenceActionParams", + "action_set_hold": "#/components/schemas/SetHoldActionParams" } } }, @@ -1629,7 +1637,9 @@ "oneOf": [ { "$ref": "#/components/schemas/TransferCallAction" }, { "$ref": "#/components/schemas/EndConversationAction" }, - { "$ref": "#/components/schemas/DTMFAction" } + { "$ref": "#/components/schemas/DTMFAction" }, + { "$ref": "#/components/schemas/AddToConferenceAction" }, + { "$ref": "#/components/schemas/SetHoldAction" } ], "title": "ActionResponseModel", "discriminator": { @@ -1637,7 +1647,9 @@ "mapping": { "action_transfer_call": "#/components/schemas/TransferCallAction", "action_end_conversation": "#/components/schemas/EndConversationAction", - "action_dtmf": "#/components/schemas/DTMFAction" + "action_dtmf": "#/components/schemas/DTMFAction", + "action_add_to_conference": "#/components/schemas/AddToConferenceAction", + "action_set_hold": "#/components/schemas/SetHoldAction" } } }, @@ -1645,7 +1657,9 @@ "oneOf": [ { "$ref": "#/components/schemas/TransferCallActionUpdateParams" }, { "$ref": "#/components/schemas/EndConversationActionUpdateParams" }, - { "$ref": "#/components/schemas/DTMFActionUpdateParams" } + { "$ref": "#/components/schemas/DTMFActionUpdateParams" }, + { "$ref": "#/components/schemas/AddToConferenceActionUpdateParams" }, + { "$ref": "#/components/schemas/SetHoldActionUpdateParams" } ], "title": "ActionUpdateParamsRequest", "discriminator": { @@ -1653,10 +1667,115 @@ "mapping": { "action_transfer_call": "#/components/schemas/TransferCallActionUpdateParams", "action_end_conversation": "#/components/schemas/EndConversationActionUpdateParams", - "action_dtmf": "#/components/schemas/DTMFActionUpdateParams" + "action_dtmf": "#/components/schemas/DTMFActionUpdateParams", + "action_add_to_conference": "#/components/schemas/AddToConferenceActionUpdateParams", + "action_set_hold": "#/components/schemas/SetHoldActionUpdateParams" } } }, + "AddToConferenceAction": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { + "type": "string", + "enum": ["action_add_to_conference"], + "title": "Type" + }, + "config": { "$ref": "#/components/schemas/AddToConferenceConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } + }, + "type": "object", + "required": ["id", "user_id", "type", "config"], + "title": "AddToConferenceAction" + }, + "AddToConferenceActionParams": { + "properties": { + "type": { + "type": "string", + "enum": ["action_add_to_conference"], + "title": "Type" + }, + "config": { "$ref": "#/components/schemas/AddToConferenceConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } + }, + "type": "object", + "required": ["type", "config"], + "title": "AddToConferenceActionParams" + }, + "AddToConferenceActionUpdateParams": { + "properties": { + "type": { + "type": "string", + "enum": ["action_add_to_conference"], + "title": "Type" + }, + "config": { + "anyOf": [ + { "$ref": "#/components/schemas/AddToConferenceConfig" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Config" + }, + "action_trigger": { + "anyOf": [ + { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ] + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Action Trigger", + "default": {} + } + }, + "type": "object", + "required": ["type"], + "title": "AddToConferenceActionUpdateParams" + }, + "AddToConferenceConfig": { + "properties": { + "phone_number": { "type": "string", "title": "Phone Number" }, + "place_primary_on_hold": { + "type": "boolean", + "title": "Place Primary On Hold", + "default": true + } + }, + "type": "object", + "required": ["phone_number"], + "title": "AddToConferenceConfig" + }, "Agent": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -1671,14 +1790,18 @@ "oneOf": [ { "$ref": "#/components/schemas/TransferCallAction" }, { "$ref": "#/components/schemas/EndConversationAction" }, - { "$ref": "#/components/schemas/DTMFAction" } + { "$ref": "#/components/schemas/DTMFAction" }, + { "$ref": "#/components/schemas/AddToConferenceAction" }, + { "$ref": "#/components/schemas/SetHoldAction" } ], "discriminator": { "propertyName": "type", "mapping": { "action_transfer_call": "#/components/schemas/TransferCallAction", "action_end_conversation": "#/components/schemas/EndConversationAction", - "action_dtmf": "#/components/schemas/DTMFAction" + "action_dtmf": "#/components/schemas/DTMFAction", + "action_add_to_conference": "#/components/schemas/AddToConferenceAction", + "action_set_hold": "#/components/schemas/SetHoldAction" } } }, @@ -1800,7 +1923,11 @@ { "$ref": "#/components/schemas/EndConversationActionParams" }, - { "$ref": "#/components/schemas/DTMFActionParams" } + { "$ref": "#/components/schemas/DTMFActionParams" }, + { + "$ref": "#/components/schemas/AddToConferenceActionParams" + }, + { "$ref": "#/components/schemas/SetHoldActionParams" } ] } ] @@ -1929,6 +2056,12 @@ }, { "$ref": "#/components/schemas/DTMFActionUpdateParams" + }, + { + "$ref": "#/components/schemas/AddToConferenceActionUpdateParams" + }, + { + "$ref": "#/components/schemas/SetHoldActionUpdateParams" } ] } @@ -2172,6 +2305,27 @@ "title": "Do Not Call Result" }, "telephony_id": { "type": "string", "title": "Telephony Id" }, + "stage": { + "type": "string", + "enum": [ + "created", + "picked_up", + "transfer_started", + "transfer_successful" + ], + "title": "Stage" + }, + "stage_outcome": { + "type": "string", + "enum": [ + "human_unanswered", + "human_disconnected", + "bot_disconnected", + "transfer_unanswered", + "transfer_disconnected" + ], + "title": "Stage Outcome" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "$ref": "#/components/schemas/Agent" }, @@ -2288,7 +2442,11 @@ { "$ref": "#/components/schemas/EndConversationActionParams" }, - { "$ref": "#/components/schemas/DTMFActionParams" } + { "$ref": "#/components/schemas/DTMFActionParams" }, + { + "$ref": "#/components/schemas/AddToConferenceActionParams" + }, + { "$ref": "#/components/schemas/SetHoldActionParams" } ] } ] @@ -2429,7 +2587,22 @@ "enum": ["action_dtmf"], "title": "Type" }, - "config": { "$ref": "#/components/schemas/EmptyActionConfig" } + "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } }, "type": "object", "required": ["id", "user_id", "type"], @@ -2442,7 +2615,22 @@ "enum": ["action_dtmf"], "title": "Type" }, - "config": { "$ref": "#/components/schemas/EmptyActionConfig" } + "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } }, "type": "object", "required": ["type"], @@ -2461,6 +2649,19 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Config" + }, + "action_trigger": { + "anyOf": [ + { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ] + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Action Trigger", + "default": {} } }, "type": "object", @@ -2579,7 +2780,22 @@ "enum": ["action_end_conversation"], "title": "Type" }, - "config": { "$ref": "#/components/schemas/EmptyActionConfig" } + "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } }, "type": "object", "required": ["id", "user_id", "type"], @@ -2592,7 +2808,22 @@ "enum": ["action_end_conversation"], "title": "Type" }, - "config": { "$ref": "#/components/schemas/EmptyActionConfig" } + "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } }, "type": "object", "required": ["type"], @@ -2611,6 +2842,19 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Config" + }, + "action_trigger": { + "anyOf": [ + { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ] + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Action Trigger", + "default": {} } }, "type": "object", @@ -2631,6 +2875,26 @@ "title": "EventType", "description": "An enumeration." }, + "FunctionCallActionTrigger": { + "properties": { + "type": { + "type": "string", + "enum": ["action_trigger_function_call"], + "title": "Type" + }, + "config": { + "$ref": "#/components/schemas/FunctionCallActionTriggerConfig" + } + }, + "type": "object", + "required": ["type"], + "title": "FunctionCallActionTrigger" + }, + "FunctionCallActionTriggerConfig": { + "properties": {}, + "type": "object", + "title": "FunctionCallActionTriggerConfig" + }, "HTTPMethod": { "type": "string", "enum": ["GET", "POST"], @@ -2803,6 +3067,27 @@ "title": "Do Not Call Result" }, "telephony_id": { "type": "string", "title": "Telephony Id" }, + "stage": { + "type": "string", + "enum": [ + "created", + "picked_up", + "transfer_started", + "transfer_successful" + ], + "title": "Stage" + }, + "stage_outcome": { + "type": "string", + "enum": [ + "human_unanswered", + "human_disconnected", + "bot_disconnected", + "transfer_unanswered", + "transfer_disconnected" + ], + "title": "Stage Outcome" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "type": "string", "format": "uuid", "title": "Agent" }, @@ -3027,6 +3312,49 @@ "required": ["items", "page", "size", "has_more"], "title": "PhoneNumberPage" }, + "PhraseBasedActionTrigger": { + "properties": { + "type": { + "type": "string", + "enum": ["action_trigger_phrase_based"], + "title": "Type" + }, + "config": { + "$ref": "#/components/schemas/PhraseBasedActionTriggerConfig" + } + }, + "type": "object", + "required": ["type", "config"], + "title": "PhraseBasedActionTrigger" + }, + "PhraseBasedActionTriggerConfig": { + "properties": { + "phrase_triggers": { + "items": { "$ref": "#/components/schemas/PhraseTrigger" }, + "type": "array", + "title": "Phrase Triggers" + } + }, + "type": "object", + "required": ["phrase_triggers"], + "title": "PhraseBasedActionTriggerConfig" + }, + "PhraseTrigger": { + "properties": { + "phrase": { "type": "string", "title": "Phrase" }, + "conditions": { + "items": { + "type": "string", + "enum": ["phrase_condition_type_contains"] + }, + "type": "array", + "title": "Conditions" + } + }, + "type": "object", + "required": ["phrase", "conditions"], + "title": "PhraseTrigger" + }, "PineconeVectorDatabase": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -3381,6 +3709,96 @@ "required": ["type"], "title": "RimeVoiceUpdateParams" }, + "SetHoldAction": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { + "type": "string", + "enum": ["action_set_hold"], + "title": "Type" + }, + "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } + }, + "type": "object", + "required": ["id", "user_id", "type"], + "title": "SetHoldAction" + }, + "SetHoldActionParams": { + "properties": { + "type": { + "type": "string", + "enum": ["action_set_hold"], + "title": "Type" + }, + "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } + }, + "type": "object", + "required": ["type"], + "title": "SetHoldActionParams" + }, + "SetHoldActionUpdateParams": { + "properties": { + "type": { + "type": "string", + "enum": ["action_set_hold"], + "title": "Type" + }, + "config": { + "anyOf": [ + { "$ref": "#/components/schemas/EmptyActionConfig" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Config" + }, + "action_trigger": { + "anyOf": [ + { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ] + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Action Trigger", + "default": {} + } + }, + "type": "object", + "required": ["type"], + "title": "SetHoldActionUpdateParams" + }, "TransferCallAction": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -3390,7 +3808,22 @@ "enum": ["action_transfer_call"], "title": "Type" }, - "config": { "$ref": "#/components/schemas/TransferCallConfig" } + "config": { "$ref": "#/components/schemas/TransferCallConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } }, "type": "object", "required": ["id", "user_id", "type", "config"], @@ -3403,7 +3836,22 @@ "enum": ["action_transfer_call"], "title": "Type" }, - "config": { "$ref": "#/components/schemas/TransferCallConfig" } + "config": { "$ref": "#/components/schemas/TransferCallConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } }, "type": "object", "required": ["type", "config"], @@ -3422,6 +3870,19 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Config" + }, + "action_trigger": { + "anyOf": [ + { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ] + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Action Trigger", + "default": {} } }, "type": "object", From d0695aeb3366a9802818606df6ad125e00782fc4 Mon Sep 17 00:00:00 2001 From: Nick Trimmer <75459551+chambored@users.noreply.github.com> Date: Sun, 14 Jan 2024 10:03:58 -0800 Subject: [PATCH 054/148] Fixed word omission for clarity (#478) Added the word 'like' for greater clarity in the documentation. --- docs/open-source/react-quickstart.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/open-source/react-quickstart.mdx b/docs/open-source/react-quickstart.mdx index 3be1cf6414..1b3a7372d6 100644 --- a/docs/open-source/react-quickstart.mdx +++ b/docs/open-source/react-quickstart.mdx @@ -13,7 +13,7 @@ Or, start from our [Replit template](https://replit.com/@vocode/Simple-Conversat ## Setting up the conversation -Our self-hosted backend allows you to expose a websocket route in the same format that our hosted backend does. This allows you to deploy any agent you'd to into the conversation. +Our self-hosted backend allows you to expose a websocket route in the same format that our hosted backend does. This allows you to deploy any agent you'd like into the conversation. To get started, clone the Vocode repo or copy the [client backend app](https://github.com/vocodedev/vocode-python/tree/main/apps/client_backend) directory. From 262a0ff6db391ff1d550caa36a5b2913492a0235 Mon Sep 17 00:00:00 2001 From: Stan Kirdey Date: Thu, 18 Jan 2024 18:10:18 -0800 Subject: [PATCH 055/148] fixing event manager so it can clear the queue (#441) * fixing event manager by moving async handle outside to accomodate future annotations * handling events * unit tests for events manager * typo --- tests/streaming/utils/test_events_manager.py | 65 ++++++++++++++++++++ vocode/streaming/utils/events_manager.py | 27 +++++--- 2 files changed, 82 insertions(+), 10 deletions(-) create mode 100644 tests/streaming/utils/test_events_manager.py diff --git a/tests/streaming/utils/test_events_manager.py b/tests/streaming/utils/test_events_manager.py new file mode 100644 index 0000000000..d6bfaf4aba --- /dev/null +++ b/tests/streaming/utils/test_events_manager.py @@ -0,0 +1,65 @@ +import pytest +import asyncio + +from vocode.streaming.models.events import PhoneCallEndedEvent, EventType +from vocode.streaming.utils.events_manager import EventsManager + +CONVERSATION_ID = "1" + + +@pytest.mark.asyncio +async def test_initialization(): + manager = EventsManager() + assert manager.subscriptions == set() + assert isinstance(manager.queue, asyncio.Queue) + assert not manager.active + + +@pytest.mark.asyncio +async def test_publish_event(): + event = PhoneCallEndedEvent( + conversation_id=CONVERSATION_ID, type=EventType.PHONE_CALL_ENDED + ) # Replace with actual Event creation + manager = EventsManager([EventType.PHONE_CALL_ENDED]) + manager.publish_event(event) + assert not manager.queue.empty() + + +@pytest.mark.asyncio +async def test_handle_event_default_implementation(): + event = PhoneCallEndedEvent( + conversation_id=CONVERSATION_ID, type=EventType.PHONE_CALL_ENDED + ) # Replace with actual Event creation + manager = EventsManager([EventType.PHONE_CALL_ENDED]) + await manager.handle_event(event) + + +@pytest.mark.asyncio +async def test_start_and_active_loop(): + event = PhoneCallEndedEvent( + conversation_id=CONVERSATION_ID, type=EventType.PHONE_CALL_ENDED + ) # Replace with actual Event creation + manager = EventsManager([EventType.PHONE_CALL_ENDED]) + asyncio.create_task(manager.start()) + manager.publish_event(event) + await asyncio.sleep(0.1) + manager.active = False + + +@pytest.mark.asyncio +async def test_flush_method(): + event = PhoneCallEndedEvent( + conversation_id=CONVERSATION_ID, type=EventType.PHONE_CALL_ENDED + ) + manager = EventsManager([EventType.PHONE_CALL_ENDED]) + for _ in range(5): + manager.publish_event(event) + await manager.flush(timeout=2) + assert manager.queue.empty() + + +@pytest.mark.asyncio +async def test_queue_empty_and_timeout(): + manager = EventsManager([EventType.TRANSCRIPT]) + await manager.flush(timeout=0) + assert manager.queue.empty() diff --git a/vocode/streaming/utils/events_manager.py b/vocode/streaming/utils/events_manager.py index b6310cf563..818ab80acb 100644 --- a/vocode/streaming/utils/events_manager.py +++ b/vocode/streaming/utils/events_manager.py @@ -1,13 +1,19 @@ from __future__ import annotations - import asyncio -from typing import List -from vocode.streaming.models.events import Event, EventType + +from vocode.streaming.models.events import Event + + +async def flush_event(event): + if event: + del event class EventsManager: - def __init__(self, subscriptions: List[EventType] = []): + def __init__(self, subscriptions=None): + if subscriptions is None: + subscriptions = [] self.queue: asyncio.Queue[Event] = asyncio.Queue() self.subscriptions = set(subscriptions) self.active = False @@ -21,18 +27,19 @@ async def start(self): while self.active: try: event = await self.queue.get() + await self.handle_event(event) except asyncio.QueueEmpty: await asyncio.sleep(1) - await self.handle_event(event) async def handle_event(self, event: Event): - pass + pass # Default implementation, can be overridden - async def flush(self): - self.active = False + async def flush(self, timeout=30): while True: try: - event = self.queue.get_nowait() - await self.handle_event(event) + event = await asyncio.wait_for(self.queue.get(), timeout) + await flush_event(event) + except asyncio.TimeoutError: + break except asyncio.QueueEmpty: break From 6f7e9cd90710c3cc7f927de4315b6e97906e318d Mon Sep 17 00:00:00 2001 From: Stephen Handley Date: Fri, 19 Jan 2024 18:00:49 -0800 Subject: [PATCH 056/148] Add update script and update api for numbers/update example_context (#481) * add update script and update api for numbers/update example_context * rename and move update script to docs folder --- docs/openapi.json | 10 ++++++++++ docs/update_open_api_docs.sh | 4 ++++ 2 files changed, 14 insertions(+) create mode 100755 docs/update_open_api_docs.sh diff --git a/docs/openapi.json b/docs/openapi.json index 5b802918ee..6c8ed4cd1d 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -3974,6 +3974,16 @@ ], "title": "Outbound Only" }, + "example_context": { + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Example Context" + }, "label": { "anyOf": [ { "type": "string" }, diff --git a/docs/update_open_api_docs.sh b/docs/update_open_api_docs.sh new file mode 100755 index 0000000000..9d1c7fc8f3 --- /dev/null +++ b/docs/update_open_api_docs.sh @@ -0,0 +1,4 @@ +FILE=./openapi.json +curl https://api.vocode.dev/openapi.json -o $FILE +npx prettier $FILE --write +npx mintlify dev \ No newline at end of file From 4b2f03b20a4ddecfcf378420dc2fd822e02c2f7c Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Mon, 26 Feb 2024 11:44:06 -0500 Subject: [PATCH 057/148] 486 support for pydantic v2 v1 compatible (#490) * Update dependencies and import statements * Update Google Cloud Text-to-Speech import * Update dependencies and imports * Update Google Cloud Text-to-Speech import * Update google-cloud-texttospeech version * Update dependencies in pyproject.toml and poetry.lock --- .github/workflows/test.yml | 2 +- .pre-commit-config.yaml | 2 +- apps/telegram_bot/main.py | 31 +- apps/voice_rag/main.py | 28 +- playground/streaming/agent/chat.py | 2 +- poetry.lock | 469 +++++++++++------- pyproject.toml | 12 +- tests/streaming/agent/test_utils.py | 2 +- tests/streaming/data/__init__.py | 0 tests/synthesizer/conftest.py | 1 + vocode/streaming/action/nylas_send_email.py | 2 +- vocode/streaming/action/transfer_call.py | 2 +- vocode/streaming/agent/anthropic_agent.py | 23 +- .../streaming/agent/bot_sentiment_analyser.py | 4 +- vocode/streaming/agent/chat_gpt_agent.py | 2 +- vocode/streaming/agent/llamacpp_agent.py | 4 +- vocode/streaming/agent/vertex_ai_agent.py | 2 +- vocode/streaming/models/actions.py | 3 +- vocode/streaming/models/agent.py | 2 +- vocode/streaming/models/model.py | 6 +- vocode/streaming/models/synthesizer.py | 2 +- vocode/streaming/models/transcriber.py | 2 +- vocode/streaming/models/transcript.py | 2 +- vocode/streaming/models/vector_db.py | 4 +- .../synthesizer/google_synthesizer.py | 2 +- vocode/streaming/telephony/server/base.py | 22 +- .../user_implemented_agent/restful_agent.py | 2 +- vocode/turn_based/agent/chat_gpt_agent.py | 8 +- 28 files changed, 393 insertions(+), 250 deletions(-) create mode 100644 tests/streaming/data/__init__.py diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 9f01740f9f..f415eba8de 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -17,7 +17,7 @@ jobs: - "3.10" - "3.11" poetry-version: - - "1.4.2" + - "1.7.1" runs-on: ubuntu-latest diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 9f54bb9976..939b311ee2 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -4,7 +4,7 @@ repos: hooks: - id: black - repo: https://github.com/pre-commit/mirrors-mypy - rev: v1.3.0 + rev: v1.8.0 hooks: - id: mypy args: [--ignore-missing-imports, ./] diff --git a/apps/telegram_bot/main.py b/apps/telegram_bot/main.py index 1b77078c1a..c6090615a7 100644 --- a/apps/telegram_bot/main.py +++ b/apps/telegram_bot/main.py @@ -4,7 +4,7 @@ import logging import inspect from collections import defaultdict -from pydantic import BaseModel +from pydantic.v1 import BaseModel from typing import Tuple, Union, Optional, Dict, Type, List from pydub import AudioSegment from telegram import Update @@ -76,18 +76,22 @@ # Define a Voice model with id, name and description fields class Voice(BaseModel): - id: Optional[str] = None # Optional id for the voice - name: Optional[str] = None # Optional name for the voice - description: Optional[str] = None # Optional description for the voice + id: Optional[str] = None # Optional id for the voice + name: Optional[str] = None # Optional name for the voice + description: Optional[str] = None # Optional description for the voice + # Array of tuples (synthesizer's voice id, nickname, description if text to voice) DEFAULT_VOICES: List[Voice] = [Voice(id=None, name="Coqui Default", description=None)] + # Define a Chat model with voices, current_voice and current_conversation fields class Chat(BaseModel): - voices: List[Voice] = DEFAULT_VOICES # List of available voices for the chat - current_voice: Voice = DEFAULT_VOICES[0] # Current voice for the chat - current_conversation: Optional[bytes] = None # Current conversation as a pickled object + voices: List[Voice] = DEFAULT_VOICES # List of available voices for the chat + current_voice: Voice = DEFAULT_VOICES[0] # Current voice for the chat + current_conversation: Optional[ + bytes + ] = None # Current conversation as a pickled object class VocodeBotResponder: @@ -95,14 +99,13 @@ def __init__( self, transcriber: BaseTranscriber, system_prompt: str, - synthesizer: BaseSynthesizer + synthesizer: BaseSynthesizer, ) -> None: self.transcriber = transcriber self.system_prompt = system_prompt self.synthesizer = synthesizer self.db: Dict[int, Chat] = defaultdict(Chat) - def get_agent(self, chat_id: int) -> ChatGPTAgent: # Get current voice name and description from DB user = self.db[chat_id] @@ -142,7 +145,9 @@ async def get_response( voice_description = user.current_voice.description # If we have a Coqui voice prompt, use that. Otherwise, set ID as synthesizer expects. - if voice_description is not None and isinstance(self.synthesizer, CoquiSynthesizer): + if voice_description is not None and isinstance( + self.synthesizer, CoquiSynthesizer + ): self.synthesizer.voice_prompt = voice_description elif voice_id is not None: setattr(self.synthesizer, voice_attr_of[type(self.synthesizer)], voice_id) @@ -162,7 +167,9 @@ async def handle_telegram_start( start_text = """ I'm a voice chatbot, send a voice message to me and I'll send one back!" Use /help to see available commands. """ - await context.bot.send_message(chat_id=update.effective_chat.id, text=start_text) + await context.bot.send_message( + chat_id=update.effective_chat.id, text=start_text + ) async def handle_telegram_message( self, update: Update, context: ContextTypes.DEFAULT_TYPE @@ -302,7 +309,7 @@ async def handle_telegram_help( - Use /help to see this help message again. """ assert update.effective_chat, "Chat must be defined!" - if isinstance(self.synthesizer, CoquiSynthesizer): + if isinstance(self.synthesizer, CoquiSynthesizer): help_text += "\n- Use /create to create a new Coqui voice from a text prompt and switch to it." await context.bot.send_message(chat_id=update.effective_chat.id, text=help_text) diff --git a/apps/voice_rag/main.py b/apps/voice_rag/main.py index d952d688f7..3460df8913 100644 --- a/apps/voice_rag/main.py +++ b/apps/voice_rag/main.py @@ -16,7 +16,7 @@ from vocode.streaming.models.transcriber import ( DeepgramTranscriberConfig, - TimeEndpointingConfig + TimeEndpointingConfig, ) from dotenv import load_dotenv @@ -29,12 +29,15 @@ logger = logging.getLogger(__name__) logger.setLevel(logging.DEBUG) -vector_db_config = PineconeConfig( - index=os.getenv('PINECONE_INDEX_NAME') -) +# Ensure that the environment variable 'PINECONE_INDEX_NAME' is not None +pinecone_index_name = os.getenv("PINECONE_INDEX_NAME") +if pinecone_index_name is None: + raise ValueError("Environment variable 'PINECONE_INDEX_NAME' is not set.") + +vector_db_config = PineconeConfig(index=pinecone_index_name) -INITIAL_MESSAGE="Hello!" -PROMPT_PREAMBLE=''' +INITIAL_MESSAGE = "Hello!" +PROMPT_PREAMBLE = """ I want you to act as an IT Architect. I will provide some details about the functionality of an application or other digital product, and it will be your job to come up with ways to integrate it @@ -48,14 +51,16 @@ - Next.js - Fastapi - Vocode. -''' +""" TIME_ENDPOINTING_CONFIG = TimeEndpointingConfig() TIME_ENDPOINTING_CONFIG.time_cutoff_seconds = 2 AZURE_SYNTHESIZER_THUNK = lambda output_audio_config: AzureSynthesizer( - AzureSynthesizerConfig.from_output_audio_config(output_audio_config, ), - logger=logger + AzureSynthesizerConfig.from_output_audio_config( + output_audio_config, + ), + logger=logger, ) DEEPGRAM_TRANSCRIBER_THUNK = lambda input_audio_config: DeepgramTranscriber( @@ -64,7 +69,7 @@ endpointing_config=TIME_ENDPOINTING_CONFIG, min_interrupt_confidence=0.9, ), - logger=logger + logger=logger, ) conversation_router = ConversationRouter( @@ -73,9 +78,8 @@ initial_message=BaseMessage(text=INITIAL_MESSAGE), prompt_preamble=PROMPT_PREAMBLE, vector_db_config=vector_db_config, - logger=logger, ), - logger=logger + logger=logger, ), synthesizer_thunk=AZURE_SYNTHESIZER_THUNK, transcriber_thunk=DEEPGRAM_TRANSCRIBER_THUNK, diff --git a/playground/streaming/agent/chat.py b/playground/streaming/agent/chat.py index 546054f1a1..bba34122f1 100644 --- a/playground/streaming/agent/chat.py +++ b/playground/streaming/agent/chat.py @@ -2,7 +2,7 @@ import typing from dotenv import load_dotenv from playground.streaming.tracing_utils import make_parser_and_maybe_trace -from pydantic import BaseModel +from pydantic.v1 import BaseModel from vocode.streaming.action.base_action import BaseAction from vocode.streaming.action.factory import ActionFactory from vocode.streaming.action.worker import ActionsWorker diff --git a/poetry.lock b/poetry.lock index 85c8605aec..acdb3a03b0 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. [[package]] name = "aiohttp" @@ -150,6 +150,20 @@ files = [ [package.dependencies] frozenlist = ">=1.1.0" +[[package]] +name = "annotated-types" +version = "0.6.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"}, + {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"}, +] + +[package.dependencies] +typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""} + [[package]] name = "anthropic" version = "0.7.1" @@ -687,18 +701,18 @@ files = [ [[package]] name = "elevenlabs" -version = "0.2.24" +version = "0.2.27" description = "The official elevenlabs python package." optional = true python-versions = "*" files = [ - {file = "elevenlabs-0.2.24-py3-none-any.whl", hash = "sha256:f1dc780e50ace7a499717cc67485b87bf5cd806a2711fca7a4fbf1b8b9f3a41c"}, - {file = "elevenlabs-0.2.24.tar.gz", hash = "sha256:7719816f8d74666c0da5567e737b6c0200f2807bed9d9c21ed750f14e8a3669d"}, + {file = "elevenlabs-0.2.27-py3-none-any.whl", hash = "sha256:c31ea892d5668002bc26d0bb46a6466b0b4e2fe5aaed75cbc1b7011f01d3fa29"}, + {file = "elevenlabs-0.2.27.tar.gz", hash = "sha256:1b17d3c997557e5aa654b296e3960c25ea183525cfdbd0ec53070b038ba5fd95"}, ] [package.dependencies] ipython = ">=7.0" -pydantic = ">=1.10,<2.0" +pydantic = ">=2.0" requests = ">=2.20" websockets = ">=11.0" @@ -1041,21 +1055,19 @@ protobuf = ["protobuf (<5.0.0dev)"] [[package]] name = "google-cloud-texttospeech" -version = "2.14.1" +version = "2.16.1" description = "Google Cloud Texttospeech API client library" optional = true python-versions = ">=3.7" files = [ - {file = "google-cloud-texttospeech-2.14.1.tar.gz", hash = "sha256:dd716f2a768ad67502cfd99b9925c51ffd6e16be93b410abeeffdaac190bfe81"}, - {file = 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(>=7.2.7)", "coverage-enable-subprocess [[package]] name = "vonage" -version = "3.8.0" +version = "3.13.0" description = "Vonage Server SDK for Python" optional = true -python-versions = ">=3.7" +python-versions = ">=3.8" files = [ - {file = "vonage-3.8.0-py2.py3-none-any.whl", hash = "sha256:05f8029479a0330f506b5cf5fa4bc773215d5ba4a2edef91c62868e631465888"}, - {file = "vonage-3.8.0.tar.gz", hash = "sha256:b793a0fa86d973ab2f2007d82a2844485f2658daa278512894b4197eb41099e7"}, + {file = "vonage-3.13.0-py2.py3-none-any.whl", hash = "sha256:f84e74f4c2dd8c8f97bffecda9016d503de1d4b9df98efcbd6e7ddfb1a3359dc"}, + {file = "vonage-3.13.0.tar.gz", hash = "sha256:1e82fa51b6d9d0af300b85f3ee25a3ef2f96c4f3ab753f20ba4b38e164b06db8"}, ] [package.dependencies] Deprecated = "*" -pydantic = ">=1.10,<2.dev0" +pydantic = ">=2.5.2" pytz = ">=2018.5" requests = ">=2.4.2" -vonage-jwt = ">=1.0.0" +vonage-jwt = ">=1.1.0" [[package]] name = "vonage-jwt" -version = "1.0.0" +version = "1.1.0" description = "A JWT Generator for Python. Creates JWTs for use with Vonage APIs." optional = true python-versions = ">=3.7" files = [ - {file = "vonage_jwt-1.0.0-py3-none-any.whl", hash = "sha256:967df0ea98e149cbba2f12dfaee1ba37fcbc7cf6f512523909b71feba1e1ff6c"}, - {file = "vonage_jwt-1.0.0.tar.gz", hash = "sha256:71cb82ea436743dcb26b6934279997314eb041152f07dff654733e6b28efbfd5"}, + {file = "vonage_jwt-1.1.0-py3-none-any.whl", hash = "sha256:f41d2fc51f80cebddff1d65ec2146527ee83ca95f3e8a8fe9cda2263a435e2ed"}, + {file = "vonage_jwt-1.1.0.tar.gz", hash = "sha256:ed6af2bf82dc7cffe42ad453295472b86e02852baaaa3f2b97cd49fcb4e9019d"}, ] [package.dependencies] @@ -3691,4 +3796,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<3.12" -content-hash = "280732b3a6ac72e26b018edf6f19dd19d01644b5725c2ecb0d7c713d84251c79" +content-hash = "b4f87f3ba43e7fe33f78e8f0e14272167fbb1bb437d73cbfb3cae86e9afb98bd" diff --git a/pyproject.toml b/pyproject.toml index 4b0d71378e..9117e5da4b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -27,7 +27,7 @@ scipy = "^1.10.1" anthropic = "^0.7.1" elevenlabs = {version = "^0.2.6", optional = true} -google-cloud-texttospeech = {version = "^2.14.1", optional = true} +google-cloud-texttospeech = {version = "^2.16.1", optional = true} gtts = {version = "^2.3.1", optional = true} google-cloud-speech = {version = "^2.19.0", optional = true} @@ -38,10 +38,13 @@ vonage = {version = "^3.5.1", optional = true} nylas = {version = "^5.14.0", optional = true} speechrecognition = "^3.10.0" aiohttp = "^3.8.4" -langchain = "^0.0.198" +langchain = "^0.1.4" google-cloud-aiplatform = {version = "^1.26.0", optional = true} miniaudio = "^1.59" boto3 = "^1.28.28" +pydantic = "^2.0" +langchain-community = "^0.0.16" + [tool.poetry.group.lint.dependencies] @@ -50,14 +53,15 @@ black = "^23.1.0" [tool.poetry.group.dev.dependencies] python-dotenv = "^1.0.0" -pytest = "^7.3.1" +pytest = "^7.4.3" pytest-asyncio = "^0.21.0" aioresponses = "^0.7.4" pre-commit = "^3.3.3" +pytest-mock = "^3.12.0" [tool.poetry.group.typing.dependencies] -mypy = "^1.3.0" +mypy = "^1.8.0" pydub-stubs = "^0.25.1.0" types-requests = "^2.30.0.0" types-regex = "^2023.5.5.0" diff --git a/tests/streaming/agent/test_utils.py b/tests/streaming/agent/test_utils.py index cd1be9ec09..1eb0f30e5c 100644 --- a/tests/streaming/agent/test_utils.py +++ b/tests/streaming/agent/test_utils.py @@ -1,6 +1,6 @@ from typing import Any, Dict, List, Optional, Union from openai.openai_object import OpenAIObject -from pydantic import BaseModel +from pydantic.v1 import BaseModel from vocode.streaming.models.actions import ( ActionConfig, ActionInput, diff --git a/tests/streaming/data/__init__.py b/tests/streaming/data/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/tests/synthesizer/conftest.py b/tests/synthesizer/conftest.py index c537e7ce1f..2a09b36d26 100644 --- a/tests/synthesizer/conftest.py +++ b/tests/synthesizer/conftest.py @@ -17,6 +17,7 @@ import re from tests.streaming.data.loader import get_audio_path + import asyncio import pytest diff --git a/vocode/streaming/action/nylas_send_email.py b/vocode/streaming/action/nylas_send_email.py index 08be384cfd..cec889c188 100644 --- a/vocode/streaming/action/nylas_send_email.py +++ b/vocode/streaming/action/nylas_send_email.py @@ -1,5 +1,5 @@ from typing import Optional, Type -from pydantic import BaseModel, Field +from pydantic.v1 import BaseModel, Field import os from vocode.streaming.action.base_action import BaseAction from vocode.streaming.models.actions import ( diff --git a/vocode/streaming/action/transfer_call.py b/vocode/streaming/action/transfer_call.py index b2706c572a..efc6b67068 100644 --- a/vocode/streaming/action/transfer_call.py +++ b/vocode/streaming/action/transfer_call.py @@ -3,7 +3,7 @@ from aiohttp import BasicAuth from typing import Type -from pydantic import BaseModel, Field +from pydantic.v1 import BaseModel, Field from vocode.streaming.action.phone_call_action import TwilioPhoneCallAction from vocode.streaming.models.actions import ( diff --git a/vocode/streaming/agent/anthropic_agent.py b/vocode/streaming/agent/anthropic_agent.py index 62c9459d08..009bbdd649 100644 --- a/vocode/streaming/agent/anthropic_agent.py +++ b/vocode/streaming/agent/anthropic_agent.py @@ -3,13 +3,14 @@ import logging from typing import Optional, Tuple +from pydantic.v1 import SecretStr from vocode.streaming.agent.base_agent import RespondAgent from vocode.streaming.agent.utils import get_sentence_from_buffer from langchain import ConversationChain from langchain.schema import ChatMessage, AIMessage, HumanMessage -from langchain.chat_models import ChatAnthropic +from langchain_community.chat_models import ChatAnthropic import logging from vocode import getenv @@ -34,15 +35,25 @@ def __init__( self, agent_config: ChatAnthropicAgentConfig, logger: Optional[logging.Logger] = None, - anthropic_api_key: Optional[str] = None, + anthropic_api_key: Optional[SecretStr] = None, ): super().__init__(agent_config=agent_config, logger=logger) import anthropic - anthropic_api_key = anthropic_api_key or getenv("ANTHROPIC_API_KEY") + # Convert anthropic_api_key to SecretStr if it's not None and not already a SecretStr + if anthropic_api_key is not None and not isinstance( + anthropic_api_key, SecretStr + ): + anthropic_api_key = SecretStr(anthropic_api_key) + else: + # Retrieve anthropic_api_key from environment variable and convert to SecretStr + env_key = getenv("ANTHROPIC_API_KEY") + if env_key: + anthropic_api_key = SecretStr(env_key) + if not anthropic_api_key: raise ValueError( - "ANTHROPIC_API_KEY must be set in environment or passed in" + "ANTHROPIC_API_KEY must be set in environment or passed in as a SecretStr" ) self.prompt = ChatPromptTemplate.from_messages( [ @@ -52,13 +63,13 @@ def __init__( ) self.llm = ChatAnthropic( - model=agent_config.model_name, + model_name=agent_config.model_name, anthropic_api_key=anthropic_api_key, ) # streaming not well supported by langchain, so we will connect directly self.anthropic_client = ( - anthropic.AsyncAnthropic(api_key=anthropic_api_key) + anthropic.AsyncAnthropic(api_key=str(anthropic_api_key)) if agent_config.generate_responses else None ) diff --git a/vocode/streaming/agent/bot_sentiment_analyser.py b/vocode/streaming/agent/bot_sentiment_analyser.py index 9565d71cf0..ed2ed14903 100644 --- a/vocode/streaming/agent/bot_sentiment_analyser.py +++ b/vocode/streaming/agent/bot_sentiment_analyser.py @@ -1,7 +1,7 @@ from typing import List, Optional -from langchain.llms import OpenAI +from langchain_community.llms import OpenAI from langchain.prompts import PromptTemplate -from pydantic import BaseModel +from pydantic.v1 import BaseModel from vocode import getenv diff --git a/vocode/streaming/agent/chat_gpt_agent.py b/vocode/streaming/agent/chat_gpt_agent.py index 1d1620d4f2..4afacf2492 100644 --- a/vocode/streaming/agent/chat_gpt_agent.py +++ b/vocode/streaming/agent/chat_gpt_agent.py @@ -6,7 +6,7 @@ from typing import AsyncGenerator, Optional, Tuple import logging -from pydantic import BaseModel +from pydantic.v1 import BaseModel from vocode import getenv from vocode.streaming.action.factory import ActionFactory diff --git a/vocode/streaming/agent/llamacpp_agent.py b/vocode/streaming/agent/llamacpp_agent.py index ae938172e4..c7f5777332 100644 --- a/vocode/streaming/agent/llamacpp_agent.py +++ b/vocode/streaming/agent/llamacpp_agent.py @@ -15,7 +15,7 @@ MessagesPlaceholder, HumanMessagePromptTemplate, ) -from pydantic import BaseModel +from pydantic.v1 import BaseModel from langchain.schema import LLMResult, SystemMessage, get_buffer_string from langchain.memory import ConversationBufferMemory from langchain.prompts import ( @@ -24,7 +24,7 @@ HumanMessagePromptTemplate, PromptTemplate, ) -from langchain.prompts.base import DEFAULT_FORMATTER_MAPPING +from langchain_core.prompts.string import DEFAULT_FORMATTER_MAPPING ALPACA_TEMPLATE_WITH_HISTORY = """### Instruction: Your previous conversation history: diff --git a/vocode/streaming/agent/vertex_ai_agent.py b/vocode/streaming/agent/vertex_ai_agent.py index 80df9d805c..0f979bc8a8 100644 --- a/vocode/streaming/agent/vertex_ai_agent.py +++ b/vocode/streaming/agent/vertex_ai_agent.py @@ -5,7 +5,7 @@ from langchain import ConversationChain from vocode.streaming.agent.base_agent import RespondAgent from vocode.streaming.models.agent import ChatVertexAIAgentConfig -from langchain.chat_models import ChatVertexAI +from langchain_community.chat_models import ChatVertexAI from langchain.prompts import ( ChatPromptTemplate, MessagesPlaceholder, diff --git a/vocode/streaming/models/actions.py b/vocode/streaming/models/actions.py index 68322a782d..e93a0006b5 100644 --- a/vocode/streaming/models/actions.py +++ b/vocode/streaming/models/actions.py @@ -1,7 +1,7 @@ import asyncio from enum import Enum from typing import Generic, Optional, TypeVar -from pydantic import BaseModel +from pydantic.v1 import BaseModel from vocode.streaming.models.model import TypedModel @@ -28,7 +28,6 @@ class Config: arbitrary_types_allowed = True - class FunctionFragment(BaseModel): name: str arguments: str diff --git a/vocode/streaming/models/agent.py b/vocode/streaming/models/agent.py index e6dfc5336c..47e7da1df7 100644 --- a/vocode/streaming/models/agent.py +++ b/vocode/streaming/models/agent.py @@ -2,7 +2,7 @@ from enum import Enum from langchain.prompts import PromptTemplate -from pydantic import validator +from pydantic.v1 import validator from vocode.streaming.models.actions import ActionConfig from vocode.streaming.models.message import BaseMessage diff --git a/vocode/streaming/models/model.py b/vocode/streaming/models/model.py index 42a4590db1..a4a810e682 100644 --- a/vocode/streaming/models/model.py +++ b/vocode/streaming/models/model.py @@ -1,8 +1,8 @@ from typing import Any, List, Tuple -import pydantic +from pydantic.v1 import BaseModel as PydanticBaseModel -class BaseModel(pydantic.BaseModel): +class BaseModel(PydanticBaseModel): def __init__(self, **data): for key, value in data.items(): if isinstance(value, dict): @@ -16,7 +16,7 @@ def __init__(self, **data): super().__init__(**data) -# Adapted from https://github.com/pydantic/pydantic/discussions/3091 +# Adapted from https://github.com/pydantic.v1/pydantic.v1/discussions/3091 class TypedModel(BaseModel): _subtypes_: List[Tuple[Any, Any]] = [] diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index a98b80d0d4..c9d2c33b82 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -1,7 +1,7 @@ from enum import Enum from typing import Any, Dict, List, Optional, Union -from pydantic import validator +from pydantic.v1 import validator from vocode.streaming.models.client_backend import OutputAudioConfig from vocode.streaming.output_device.base_output_device import BaseOutputDevice diff --git a/vocode/streaming/models/transcriber.py b/vocode/streaming/models/transcriber.py index fb47419a1a..b4d1249349 100644 --- a/vocode/streaming/models/transcriber.py +++ b/vocode/streaming/models/transcriber.py @@ -1,7 +1,7 @@ from enum import Enum from typing import List, Optional -from pydantic import validator +from pydantic.v1 import validator from vocode.streaming.input_device.base_input_device import BaseInputDevice from vocode.streaming.models.client_backend import InputAudioConfig diff --git a/vocode/streaming/models/transcript.py b/vocode/streaming/models/transcript.py index aa17fb3efe..140a3adb9e 100644 --- a/vocode/streaming/models/transcript.py +++ b/vocode/streaming/models/transcript.py @@ -1,6 +1,6 @@ import time from typing import Any, Dict, List, Optional, Union -from pydantic import BaseModel, Field +from pydantic.v1 import BaseModel, Field from enum import Enum from vocode.streaming.models.actions import ActionInput, ActionOutput from vocode.streaming.models.events import ActionEvent, Sender, Event, EventType diff --git a/vocode/streaming/models/vector_db.py b/vocode/streaming/models/vector_db.py index 719c9ef02d..b87c5bade5 100644 --- a/vocode/streaming/models/vector_db.py +++ b/vocode/streaming/models/vector_db.py @@ -16,6 +16,6 @@ class VectorDBConfig(TypedModel, type=VectorDBType.BASE.value): class PineconeConfig(VectorDBConfig, type=VectorDBType.PINECONE.value): index: str - api_key: Optional[str] - api_environment: Optional[str] + api_key: Optional[str] = None + api_environment: Optional[str] = None top_k: int = 3 diff --git a/vocode/streaming/synthesizer/google_synthesizer.py b/vocode/streaming/synthesizer/google_synthesizer.py index 9014bf7d82..d834eef27f 100644 --- a/vocode/streaming/synthesizer/google_synthesizer.py +++ b/vocode/streaming/synthesizer/google_synthesizer.py @@ -33,7 +33,7 @@ def __init__( ): super().__init__(synthesizer_config, aiohttp_session) - from google.cloud import texttospeech_v1beta1 as tts + from google.cloud import texttospeech as tts import google.auth google.auth.default() diff --git a/vocode/streaming/telephony/server/base.py b/vocode/streaming/telephony/server/base.py index 62d279faf1..10c2b365ac 100644 --- a/vocode/streaming/telephony/server/base.py +++ b/vocode/streaming/telephony/server/base.py @@ -3,7 +3,7 @@ import logging from typing import List, Optional from fastapi import APIRouter, Form, Request, Response -from pydantic import BaseModel, Field +from pydantic.v1 import BaseModel, Field from vocode.streaming.agent.factory import AgentFactory from vocode.streaming.models.agent import AgentConfig from vocode.streaming.models.events import RecordingEvent @@ -99,16 +99,24 @@ def __init__( self.router.add_api_route("/events", self.events, methods=["GET", "POST"]) self.logger.info(f"Set up events endpoint at https://{self.base_url}/events") - self.router.add_api_route("/recordings/{conversation_id}", self.recordings, methods=["GET", "POST"]) - self.logger.info(f"Set up recordings endpoint at https://{self.base_url}/recordings/{{conversation_id}}") - + self.router.add_api_route( + "/recordings/{conversation_id}", self.recordings, methods=["GET", "POST"] + ) + self.logger.info( + f"Set up recordings endpoint at https://{self.base_url}/recordings/{{conversation_id}}" + ) + def events(self, request: Request): return Response() async def recordings(self, request: Request, conversation_id: str): recording_url = (await request.json())["recording_url"] if self.events_manager is not None and recording_url is not None: - self.events_manager.publish_event(RecordingEvent(recording_url=recording_url, conversation_id=conversation_id)) + self.events_manager.publish_event( + RecordingEvent( + recording_url=recording_url, conversation_id=conversation_id + ) + ) return Response() def create_inbound_route( @@ -156,7 +164,9 @@ async def vonage_route( conversation_id = create_conversation_id() await self.config_manager.save_config(conversation_id, call_config) return VonageClient.create_call_ncco( - base_url=self.base_url, conversation_id=conversation_id, record=vonage_config.record + base_url=self.base_url, + conversation_id=conversation_id, + record=vonage_config.record, ) if isinstance(inbound_call_config, TwilioInboundCallConfig): diff --git a/vocode/streaming/user_implemented_agent/restful_agent.py b/vocode/streaming/user_implemented_agent/restful_agent.py index 5c76f181f3..0d13fff3d8 100644 --- a/vocode/streaming/user_implemented_agent/restful_agent.py +++ b/vocode/streaming/user_implemented_agent/restful_agent.py @@ -8,7 +8,7 @@ RESTfulAgentText, RESTfulAgentEnd, ) -from pydantic import BaseModel +from pydantic.v1 import BaseModel from typing import Union from fastapi import APIRouter diff --git a/vocode/turn_based/agent/chat_gpt_agent.py b/vocode/turn_based/agent/chat_gpt_agent.py index e81d9e168e..37e6e5b0e7 100644 --- a/vocode/turn_based/agent/chat_gpt_agent.py +++ b/vocode/turn_based/agent/chat_gpt_agent.py @@ -7,7 +7,7 @@ HumanMessagePromptTemplate, ) from langchain.chains import ConversationChain -from langchain.chat_models import ChatOpenAI +from langchain_community.chat_models import ChatOpenAI from langchain.memory import ConversationBufferMemory from vocode import getenv @@ -36,7 +36,9 @@ def __init__( HumanMessagePromptTemplate.from_template("{input}"), ] ) - self.memory = memory if memory else ConversationBufferMemory(return_messages=True) + self.memory = ( + memory if memory else ConversationBufferMemory(return_messages=True) + ) if initial_message: self.memory.chat_memory.add_ai_message(initial_message) self.llm = ChatOpenAI( # type: ignore @@ -49,4 +51,4 @@ def __init__( ) def respond(self, human_input: str): - return self.conversation.predict(input=human_input) \ No newline at end of file + return self.conversation.predict(input=human_input) From 9b03de2552e871159e74861ba8942aa85505f441 Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Mon, 26 Feb 2024 11:44:25 -0500 Subject: [PATCH 058/148] 482 unify version across demos (#489) * Update vocode version in apps/client_backend/pyproject.toml last stable vocode Version * Update langchain_agent README and pyproject.toml to last stable vocode version * Update apps/telegram_bot Python version and Vocode dependency #482 * Update apps/telephony_app dependencies and fix documentation links #482 * Update vocode version in apps/voice_rag #482 --- apps/client_backend/poetry.lock | 2418 ++++++------ apps/client_backend/pyproject.toml | 2 +- apps/langchain_agent/README.md | 2 +- apps/langchain_agent/poetry.lock | 2587 +++++++------ apps/langchain_agent/pyproject.toml | 2 +- apps/telegram_bot/Dockerfile | 2 +- apps/telegram_bot/main.py | 9 +- apps/telegram_bot/poetry.lock | 3424 +++++++---------- apps/telegram_bot/pyproject.toml | 4 +- apps/telephony_app/.env.template | 15 + apps/telephony_app/README.md | 2 +- apps/telephony_app/main.py | 24 +- apps/telephony_app/poetry.lock | 2379 ++++++------ apps/telephony_app/pyproject.toml | 2 +- apps/telephony_app/speller_agent.py | 47 +- apps/voice_rag/.env.template | 13 +- apps/voice_rag/Dockerfile | 2 +- apps/voice_rag/environment.docker.yml | 2 +- apps/voice_rag/manual_pinecone_ingestor.ipynb | 2 +- 19 files changed, 5450 insertions(+), 5488 deletions(-) diff --git a/apps/client_backend/poetry.lock b/apps/client_backend/poetry.lock index 635531af4f..ce04d94f45 100644 --- a/apps/client_backend/poetry.lock +++ b/apps/client_backend/poetry.lock @@ -1,119 +1,105 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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[tool.poetry.dependencies] python = ">=3.9,<3.12" python-dotenv = "^1.0.0" -vocode = "0.1.111a3" +vocode = "0.1.111" elevenlabs = "^0.2.23" diff --git a/apps/langchain_agent/README.md b/apps/langchain_agent/README.md index 9054cfc8d3..55df9b61ce 100644 --- a/apps/langchain_agent/README.md +++ b/apps/langchain_agent/README.md @@ -1,3 +1,3 @@ # langchain_agent -See https://docs.vocode.dev/langchain-agent for setup steps! +See https://docs.vocode.dev/open-source/langchain-agent for setup steps! diff --git a/apps/langchain_agent/poetry.lock b/apps/langchain_agent/poetry.lock index af4e852c77..61fc8b8a30 100644 --- a/apps/langchain_agent/poetry.lock +++ b/apps/langchain_agent/poetry.lock @@ -1,119 +1,105 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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vonage = "^3.5.1" python-dotenv = "^1.0.0" -vocode = "0.1.111a3" +vocode = "0.1.111" google-cloud-texttospeech = "^2.14.1" diff --git a/apps/telegram_bot/Dockerfile b/apps/telegram_bot/Dockerfile index 4d63119eb6..afc3fc334b 100644 --- a/apps/telegram_bot/Dockerfile +++ b/apps/telegram_bot/Dockerfile @@ -1,4 +1,4 @@ -FROM python:3.11 +FROM python:3.9-bullseye # get portaudio and ffmpeg RUN apt-get update \ diff --git a/apps/telegram_bot/main.py b/apps/telegram_bot/main.py index c6090615a7..673c417dcf 100644 --- a/apps/telegram_bot/main.py +++ b/apps/telegram_bot/main.py @@ -28,6 +28,10 @@ BaseSynthesizer, ) +from dotenv import load_dotenv + +load_dotenv() + logging.basicConfig( format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", level=logging.INFO ) @@ -46,7 +50,7 @@ # Required environment variables containing API key: OPENAI_API_KEY, TELEGRAM_BOT_KEY, and your Vocode synthesizers classes corresponding API key variable # Your chosen synthesizer provider's corresponding Vocode turn_based class instance -SYNTH = CoquiSynthesizer(use_xtts=True) +SYNTH = AzureSynthesizer(voice_name="en-US-SteffanNeural") # Instructions to the language model responsible for generating response transcript. SYSTEM_PROMPT = "You are having a voice-to-voice conversation with a user. Always pretend you are a real human. Do not avoid or decline to answer questions because you are not human." @@ -153,7 +157,8 @@ async def get_response( setattr(self.synthesizer, voice_attr_of[type(self.synthesizer)], voice_id) # Synthesize response - synth_response = await self.synthesizer.async_synthesize(agent_response) + # TODO make async + synth_response = self.synthesizer.synthesize(agent_response) # Save conversation to DB self.db[chat_id].current_conversation = pickle.dumps(agent.memory) diff --git a/apps/telegram_bot/poetry.lock b/apps/telegram_bot/poetry.lock index 8bdbbb870f..1fe44c91c5 100644 --- a/apps/telegram_bot/poetry.lock +++ b/apps/telegram_bot/poetry.lock @@ -1,134 +1,105 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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= "README.md" [tool.poetry.dependencies] -python = ">=3.11,<3.12" +python = ">=3.9,<3.12" python-telegram-bot = "^20.3" mypy = "^1.3.0" black = "^23.3.0" -vocode = {git = "https://github.com/vocodedev/vocode-python.git", rev = "zaptrem/turn-based-improvements", extras=["all"]} +vocode = "0.1.111" [build-system] diff --git a/apps/telephony_app/.env.template b/apps/telephony_app/.env.template index b8595b0634..6e8a420c6f 100644 --- a/apps/telephony_app/.env.template +++ b/apps/telephony_app/.env.template @@ -1,7 +1,22 @@ +# The base URL for the application. This is used in the main.py file. +# If BASE_URL is not set, you need to set the NGROK_AUTH_TOKEN for creating a tunnel to the dev server. +# example: +# BASE_URL=telephony-app.ngrok.io BASE_URL= +# The authentication token for ngrok. This is used in the main.py file for creating a tunnel to the dev server. +# This needs to be set if BASE_URL is not set. +# NGROK_AUTH_TOKEN= + +# The API key for Deepgram. This is used for speech recognition. DEEPGRAM_API_KEY= + +# The API key for OpenAI. This is used for natural language processing tasks. OPENAI_API_KEY= + +# The API key and region for Azure Speech Service, used for speech-to-text services. AZURE_SPEECH_KEY= AZURE_SPEECH_REGION= + +# The account SID and authentication token for Twilio. These are used for making API requests to Twilio. TWILIO_ACCOUNT_SID= TWILIO_AUTH_TOKEN= \ No newline at end of file diff --git a/apps/telephony_app/README.md b/apps/telephony_app/README.md index 3b5f451397..da0d4e6aec 100644 --- a/apps/telephony_app/README.md +++ b/apps/telephony_app/README.md @@ -1,3 +1,3 @@ # Self-hosted Telephony Server -See https://docs.vocode.dev/telephony#self-hosted for setup steps! +See https://docs.vocode.dev/open-source/telephony for setup steps! diff --git a/apps/telephony_app/main.py b/apps/telephony_app/main.py index da4974dd26..d44d46f155 100644 --- a/apps/telephony_app/main.py +++ b/apps/telephony_app/main.py @@ -1,5 +1,9 @@ +# Standard library imports import logging import os +import sys + +# Third-party imports from fastapi import FastAPI from vocode.streaming.models.telephony import TwilioConfig from pyngrok import ngrok @@ -12,14 +16,16 @@ TwilioInboundCallConfig, TelephonyServer, ) +from dotenv import load_dotenv -from speller_agent import SpellerAgentFactory -import sys +# Local application/library specific imports +from speller_agent import ( + SpellerAgentFactory, + SpellerAgentConfig, +) # if running from python, this will load the local .env # docker-compose will load the .env file by itself -from dotenv import load_dotenv - load_dotenv() app = FastAPI(docs_url=None) @@ -28,7 +34,9 @@ logger = logging.getLogger(__name__) logger.setLevel(logging.DEBUG) -config_manager = RedisConfigManager() +config_manager = RedisConfigManager( + logger=logger, +) BASE_URL = os.getenv("BASE_URL") @@ -56,10 +64,16 @@ prompt_preamble="Have a pleasant conversation about life", generate_responses=True, ), + # uncomment this to use the speller agent instead + # agent_config=SpellerAgentConfig( + # initial_message=BaseMessage(text="im a speller agent, say something to me and ill spell it out for you"), + # generate_responses=False, + # ), twilio_config=TwilioConfig( account_sid=os.environ["TWILIO_ACCOUNT_SID"], auth_token=os.environ["TWILIO_AUTH_TOKEN"], ), + logger=logger, ) ], agent_factory=SpellerAgentFactory(), diff --git a/apps/telephony_app/poetry.lock b/apps/telephony_app/poetry.lock index af1f31a95e..b262a12c26 100644 --- a/apps/telephony_app/poetry.lock +++ b/apps/telephony_app/poetry.lock @@ -1,119 +1,105 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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"^6.0.0" python-dotenv = "^1.0.0" -vocode = "0.1.111a3" +vocode = "0.1.111" [build-system] diff --git a/apps/telephony_app/speller_agent.py b/apps/telephony_app/speller_agent.py index 3782663f6a..19f755a94d 100644 --- a/apps/telephony_app/speller_agent.py +++ b/apps/telephony_app/speller_agent.py @@ -8,32 +8,75 @@ class SpellerAgentConfig(AgentConfig, type="agent_speller"): + """Configuration for SpellerAgent. Inherits from AgentConfig.""" pass - class SpellerAgent(RespondAgent[SpellerAgentConfig]): + """SpellerAgent class. Inherits from RespondAgent. + + This agent takes human input and returns it with spaces between each character. + """ + def __init__(self, agent_config: SpellerAgentConfig): + """Initializes SpellerAgent with the given configuration. + + Args: + agent_config (SpellerAgentConfig): The configuration for this agent. + """ super().__init__(agent_config=agent_config) async def respond( self, - human_input, + human_input: str, conversation_id: str, is_interrupt: bool = False, ) -> Tuple[Optional[str], bool]: + """Generates a response from the SpellerAgent. + + The response is generated by joining each character in the human input with a space. + The second element of the tuple indicates whether the agent should stop (False means it should not stop). + + Args: + human_input (str): The input from the human user. + conversation_id (str): The ID of the conversation. + is_interrupt (bool): A flag indicating whether the agent was interrupted. + + Returns: + Tuple[Optional[str], bool]: The generated response and a flag indicating whether to stop. + """ return "".join(c + " " for c in human_input), False + class SpellerAgentFactory(AgentFactory): + """Factory class for creating agents based on the provided agent configuration.""" + def create_agent( self, agent_config: AgentConfig, logger: Optional[logging.Logger] = None ) -> BaseAgent: + """Creates an agent based on the provided agent configuration. + + Args: + agent_config (AgentConfig): The configuration for the agent to be created. + logger (Optional[logging.Logger]): The logger to be used by the agent. + + Returns: + BaseAgent: The created agent. + + Raises: + Exception: If the agent configuration type is not recognized. + """ + # If the agent configuration type is CHAT_GPT, create a ChatGPTAgent. if agent_config.type == AgentType.CHAT_GPT: return ChatGPTAgent( + # Cast the agent configuration to ChatGPTAgentConfig as we are sure about the type here. agent_config=typing.cast(ChatGPTAgentConfig, agent_config) ) + # If the agent configuration type is agent_speller, create a SpellerAgent. elif agent_config.type == "agent_speller": return SpellerAgent( + # Cast the agent configuration to SpellerAgentConfig as we are sure about the type here. agent_config=typing.cast(SpellerAgentConfig, agent_config) ) + # If the agent configuration type is not recognized, raise an exception. raise Exception("Invalid agent config") diff --git a/apps/voice_rag/.env.template b/apps/voice_rag/.env.template index e49e23b063..f4aec7b67d 100644 --- a/apps/voice_rag/.env.template +++ b/apps/voice_rag/.env.template @@ -1,8 +1,19 @@ -OPENAI_API_KEY= +# The API key for Deepgram. This is used for speech recognition. DEEPGRAM_API_KEY= + +# The API key for OpenAI. This is used as LLM Large Lengual Model. +OPENAI_API_KEY= + +# The API key and region for Azure Speech Service, used for speech-to-text services. AZURE_SPEECH_KEY= AZURE_SPEECH_REGION= +# The API key for Pinecone. This is used for vector database operations. PINECONE_API_KEY= + +# The environment for Pinecone. This is used to specify the environment in which Pinecone operates. PINECONE_ENVIRONMENT= + +# The index name for Pinecone. This is used to specify the index that Pinecone will use for vector operations. +# For example, it could be something like 'index-name-3f5w2y4'. PINECONE_INDEX_NAME= \ No newline at end of file diff --git a/apps/voice_rag/Dockerfile b/apps/voice_rag/Dockerfile index 7a7ad834ab..d6ad000e8a 100644 --- a/apps/voice_rag/Dockerfile +++ b/apps/voice_rag/Dockerfile @@ -45,7 +45,7 @@ LABEL org.label-schema.build-date=$BUILD_DATE \ org.label-schema.description="Vocode Docker Image" \ org.label-schema.url="https://vocode.dev/" \ org.label-schema.vcs-url="https://github.com/vocodedev" \ - org.label-schema.maintainer="vocode@arpagon.co" \ + org.label-schema.maintainer="seb@vocode.dev" \ org.label-schema.vcs-ref=$VCS_REF \ org.label-schema.vendor="Vocode" \ org.label-schema.version=$VERSION diff --git a/apps/voice_rag/environment.docker.yml b/apps/voice_rag/environment.docker.yml index 1a09956027..ee8e821c5e 100644 --- a/apps/voice_rag/environment.docker.yml +++ b/apps/voice_rag/environment.docker.yml @@ -11,7 +11,7 @@ dependencies: - pip - pip: # Installing vocode from the git repository - - git+https://github.com/ArtisanLabs/vocode-python/@461-VectorDB-OpenSource-Documentation#egg=vocode + - git+https://github.com/vocodedev/vocode-python.git#egg=vocode - azure-cognitiveservices-speech==1.31.0 - python-dotenv - ipython diff --git a/apps/voice_rag/manual_pinecone_ingestor.ipynb b/apps/voice_rag/manual_pinecone_ingestor.ipynb index a4a0543b30..58814e8b93 100644 --- a/apps/voice_rag/manual_pinecone_ingestor.ipynb +++ b/apps/voice_rag/manual_pinecone_ingestor.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Colab_Link: https://colab.research.google.com/github/ArtisanLabs/vocode-python/blob/main/apps/rag/manual_pinecone_ingestor.ipynb\n" + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/vocodedev/vocode-python/blob/main/apps/voice_rag/manual_pinecone_ingestor.ipynb)" ] }, { From c4eca7f2f66d181290f2f88fc4ee4b00c2d4ae11 Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Tue, 5 Mar 2024 22:59:17 -0500 Subject: [PATCH 059/148] Update user authentication logic (#492) fix 491 --- .github/workflows/stale.yml | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) create mode 100644 .github/workflows/stale.yml diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml new file mode 100644 index 0000000000..2e1074b8a0 --- /dev/null +++ b/.github/workflows/stale.yml @@ -0,0 +1,28 @@ +name: "Close stale issues" + +on: + schedule: + - cron: "30 1 * * *" + +permissions: + contents: write + issues: write + pull-requests: write + +jobs: + stale: + runs-on: ubuntu-latest + steps: + - uses: actions/stale@v9 + with: + repo-token: ${{ secrets.GITHUB_TOKEN }} + days-before-stale: 60 + days-before-close: 7 + stale-issue-label: 'stale' + stale-issue-message: 'This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.' + close-issue-message: 'This issue has been automatically closed due to inactivity. Thank you for your contributions.' + stale-pr-label: 'stale' + stale-pr-message: 'This PR has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.' + close-pr-message: 'This PR has been automatically closed due to inactivity. Thank you for your contributions.' + exempt-all-pr-milestones: true + enable-statistics: true \ No newline at end of file From 9ef8d7576006f455fdf384038cfc8bd5038708d6 Mon Sep 17 00:00:00 2001 From: Martin Schweiger <34636718+m-ods@users.noreply.github.com> Date: Tue, 19 Mar 2024 08:14:43 +0800 Subject: [PATCH 060/148] implement end of utterance detection for AssemblyAI (#512) * implement end of utterance detection * replace threshold_msg with end_utterance_silence_threshold_msg * implement end of utterance detection with endpointing config * standardise end_utterance_silence_threshold to be in milliseconds * fix error * ensure type safety for endpointing_config attribute access * add imports to fix errors --- vocode/streaming/models/transcriber.py | 1 + .../transcriber/assembly_ai_transcriber.py | 19 ++++++++++++++----- 2 files changed, 15 insertions(+), 5 deletions(-) diff --git a/vocode/streaming/models/transcriber.py b/vocode/streaming/models/transcriber.py index b4d1249349..d0391e9fd1 100644 --- a/vocode/streaming/models/transcriber.py +++ b/vocode/streaming/models/transcriber.py @@ -130,6 +130,7 @@ class AssemblyAITranscriberConfig( ): buffer_size_seconds: float = 0.1 word_boost: Optional[List[str]] = None + end_utterance_silence_threshold_milliseconds: Optional[int] = None class WhisperCPPTranscriberConfig( diff --git a/vocode/streaming/transcriber/assembly_ai_transcriber.py b/vocode/streaming/transcriber/assembly_ai_transcriber.py index a5050fee2d..a1ee818adf 100644 --- a/vocode/streaming/transcriber/assembly_ai_transcriber.py +++ b/vocode/streaming/transcriber/assembly_ai_transcriber.py @@ -8,7 +8,7 @@ from urllib.parse import urlencode from vocode import getenv -from vocode.streaming.models.transcriber import AssemblyAITranscriberConfig +from vocode.streaming.models.transcriber import AssemblyAITranscriberConfig, TimeEndpointingConfig, PunctuationEndpointingConfig from vocode.streaming.models.websocket import AudioMessage from vocode.streaming.transcriber.base_transcriber import ( BaseAsyncTranscriber, @@ -54,12 +54,18 @@ def __init__( ) self._ended = False self.logger = logger or logging.getLogger(__name__) - if self.transcriber_config.endpointing_config: - raise Exception("Assembly AI endpointing config not supported yet") - self.buffer = bytearray() self.audio_cursor = 0 - self.terminate_msg = str.encode(json.dumps({"terminate_session": True})) + + if isinstance(self.transcriber_config.endpointing_config, (TimeEndpointingConfig, PunctuationEndpointingConfig)): + self.transcriber_config.end_utterance_silence_threshold_milliseconds = int(self.transcriber_config.endpointing_config.time_cutoff_seconds * 1000) + self.terminate_msg = json.dumps({"terminate_session": True}) + self.end_utterance_silence_threshold_msg = ( + None if self.transcriber_config.end_utterance_silence_threshold_milliseconds is None + else json.dumps( + {"end_utterance_silence_threshold": self.transcriber_config.end_utterance_silence_threshold_milliseconds} + ) + ) async def ready(self): return True @@ -107,6 +113,9 @@ async def process(self): ) as ws: await asyncio.sleep(0.1) + if self.end_utterance_silence_threshold_msg: + await ws.send(self.end_utterance_silence_threshold_msg) + async def sender(ws): # sends audio to websocket while not self._ended: try: From bceb87403a94d407fb2fc32fc5fd5470efdb1fa5 Mon Sep 17 00:00:00 2001 From: Stephen Handley Date: Wed, 20 Mar 2024 15:51:09 -0700 Subject: [PATCH 061/148] Update API docs 3/20/24 (#522) --- docs/openapi.json | 251 ++++++++++++++++++++++++++++++++++- docs/update_open_api_docs.sh | 2 +- 2 files changed, 248 insertions(+), 5 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index 6c8ed4cd1d..b53665617a 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -32,6 +32,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -257,6 +273,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -481,6 +513,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -633,6 +681,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -783,6 +847,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -935,6 +1015,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -1085,6 +1181,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -1237,6 +1349,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -1397,6 +1525,22 @@ "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", "in": "query" + }, + { + "required": false, + "schema": { "type": "string", "title": "Sort Column" }, + "name": "sort_column", + "in": "query" + }, + { + "required": false, + "schema": { + "type": "boolean", + "title": "Sort Desc", + "default": false + }, + "name": "sort_desc", + "in": "query" } ], "responses": { @@ -1879,6 +2023,11 @@ "type": "boolean", "title": "Run Do Not Call Detection", "default": false + }, + "llm_temperature": { + "type": "number", + "title": "Llm Temperature", + "default": 0.0 } }, "type": "object", @@ -2017,6 +2166,11 @@ "type": "boolean", "title": "Run Do Not Call Detection", "default": false + }, + "llm_temperature": { + "type": "number", + "title": "Llm Temperature", + "default": 0.0 } }, "type": "object", @@ -2319,6 +2473,7 @@ "type": "string", "enum": [ "human_unanswered", + "call_did_not_connect", "human_disconnected", "bot_disconnected", "transfer_unanswered", @@ -2369,6 +2524,11 @@ }, "telephony_account_connection": { "$ref": "#/components/schemas/TwilioAccountConnection" + }, + "telephony_params": { + "additionalProperties": { "type": "string" }, + "type": "object", + "title": "Telephony Params" } }, "type": "object", @@ -2536,6 +2696,11 @@ "type": "boolean", "title": "Run Do Not Call Detection", "default": false + }, + "llm_temperature": { + "type": "number", + "title": "Llm Temperature", + "default": 0.0 } }, "type": "object", @@ -2572,6 +2737,11 @@ "additionalProperties": { "type": "string" }, "type": "object", "title": "Context" + }, + "telephony_params": { + "additionalProperties": { "type": "string" }, + "type": "object", + "title": "Telephony Params" } }, "type": "object", @@ -2685,7 +2855,12 @@ "type": "integer", "title": "Optimize Streaming Latency" }, - "model_id": { "type": "string", "title": "Model Id" } + "model_id": { "type": "string", "title": "Model Id" }, + "experimental_input_streaming": { + "type": "boolean", + "title": "Experimental Input Streaming", + "default": false + } }, "type": "object", "required": ["id", "user_id", "type", "voice_id"], @@ -2706,7 +2881,12 @@ "type": "integer", "title": "Optimize Streaming Latency" }, - "model_id": { "type": "string", "title": "Model Id" } + "model_id": { "type": "string", "title": "Model Id" }, + "experimental_input_streaming": { + "type": "boolean", + "title": "Experimental Input Streaming", + "default": false + } }, "type": "object", "required": ["type", "voice_id"], @@ -2760,6 +2940,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Model Id" + }, + "experimental_input_streaming": { + "anyOf": [ + { "type": "boolean" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Experimental Input Streaming" } }, "type": "object", @@ -2868,6 +3055,7 @@ "event_action", "event_phone_call_connected", "event_phone_call_ended", + "event_phone_call_did_not_connect", "event_transcript", "event_recording", "event_human_detection" @@ -3036,6 +3224,11 @@ "type": "boolean", "title": "Run Do Not Call Detection", "default": false + }, + "llm_temperature": { + "type": "number", + "title": "Llm Temperature", + "default": 0.0 } }, "type": "object", @@ -3081,6 +3274,7 @@ "type": "string", "enum": [ "human_unanswered", + "call_did_not_connect", "human_disconnected", "bot_disconnected", "transfer_unanswered", @@ -3135,6 +3329,11 @@ { "$ref": "#/components/schemas/TwilioAccountConnection" } ], "title": "Telephony Account Connection" + }, + "telephony_params": { + "additionalProperties": { "type": "string" }, + "type": "object", + "title": "Telephony Params" } }, "type": "object", @@ -3462,7 +3661,15 @@ "enum": ["faster", "draft", "low", "medium", "high", "premium"], "title": "Quality" }, - "temperature": { "type": "number", "title": "Temperature" } + "temperature": { "type": "number", "title": "Temperature" }, + "top_p": { "type": "number", "title": "Top P" }, + "text_guidance": { "type": "number", "title": "Text Guidance" }, + "voice_guidance": { "type": "number", "title": "Voice Guidance" }, + "experimental_remove_silence": { + "type": "boolean", + "title": "Experimental Remove Silence", + "default": false + } }, "type": "object", "required": ["id", "user_id", "type", "voice_id"], @@ -3490,7 +3697,15 @@ "enum": ["faster", "draft", "low", "medium", "high", "premium"], "title": "Quality" }, - "temperature": { "type": "number", "title": "Temperature" } + "temperature": { "type": "number", "title": "Temperature" }, + "top_p": { "type": "number", "title": "Top P" }, + "text_guidance": { "type": "number", "title": "Text Guidance" }, + "voice_guidance": { "type": "number", "title": "Voice Guidance" }, + "experimental_remove_silence": { + "type": "boolean", + "title": "Experimental Remove Silence", + "default": false + } }, "type": "object", "required": ["type", "voice_id"], @@ -3554,6 +3769,34 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Temperature" + }, + "top_p": { + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Top P" + }, + "text_guidance": { + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Text Guidance" + }, + "voice_guidance": { + "anyOf": [ + { "type": "number" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Voice Guidance" + }, + "experimental_remove_silence": { + "anyOf": [ + { "type": "boolean" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Experimental Remove Silence" } }, "type": "object", diff --git a/docs/update_open_api_docs.sh b/docs/update_open_api_docs.sh index 9d1c7fc8f3..3f4ea1f28a 100755 --- a/docs/update_open_api_docs.sh +++ b/docs/update_open_api_docs.sh @@ -1,4 +1,4 @@ FILE=./openapi.json curl https://api.vocode.dev/openapi.json -o $FILE npx prettier $FILE --write -npx mintlify dev \ No newline at end of file +npx mintlify dev From 19f97fa39749a40e32164a80092c25de7b3753c7 Mon Sep 17 00:00:00 2001 From: Christian Date: Tue, 2 Apr 2024 21:21:32 +0000 Subject: [PATCH 062/148] Update whisper params to match the struct in whisper.h (#517) Co-authored-by: Christian --- vocode/utils/whisper_cpp/whisper_params.py | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/vocode/utils/whisper_cpp/whisper_params.py b/vocode/utils/whisper_cpp/whisper_params.py index 1b5e7e76c7..0777dbb58b 100644 --- a/vocode/utils/whisper_cpp/whisper_params.py +++ b/vocode/utils/whisper_cpp/whisper_params.py @@ -5,13 +5,14 @@ class WhisperFullParams(ctypes.Structure): _fields_ = [ ("strategy", ctypes.c_int), # - ("n_max_text_ctx", ctypes.c_int), ("n_threads", ctypes.c_int), + ("n_max_text_ctx", ctypes.c_int), ("offset_ms", ctypes.c_int), ("duration_ms", ctypes.c_int), # ("translate", ctypes.c_bool), ("no_context", ctypes.c_bool), + ("no_timestamps", ctypes.c_bool), ("single_segment", ctypes.c_bool), ("print_special", ctypes.c_bool), ("print_progress", ctypes.c_bool), @@ -26,13 +27,17 @@ class WhisperFullParams(ctypes.Structure): ("max_tokens", ctypes.c_int), # ("speed_up", ctypes.c_bool), + ("debug_mode", ctypes.c_bool), ("audio_ctx", ctypes.c_int), # + ("tdrz_enable", ctypes.c_bool), + # ("initial_prompt", ctypes.c_char_p), ("prompt_tokens", ctypes.c_void_p), ("prompt_n_tokens", ctypes.c_int), # ("language", ctypes.c_char_p), + ("detect_language", ctypes.c_bool), # ("suppress_blank", ctypes.c_bool), ("suppress_non_speech_tokens", ctypes.c_bool), @@ -47,7 +52,7 @@ class WhisperFullParams(ctypes.Structure): ("no_speech_thold", ctypes.c_float), # ("greedy", ctypes.c_int * 1), - ("beam_search", ctypes.c_int * 3), + ("beam_search", ctypes.c_int * 2), # ("new_segment_callback", ctypes.c_void_p), ("new_segment_callback_user_data", ctypes.c_void_p), @@ -60,4 +65,9 @@ class WhisperFullParams(ctypes.Structure): # ("logits_filter_callback", ctypes.c_void_p), ("logits_filter_callback_user_data", ctypes.c_void_p), + # + ("grammar_rules", ctypes.POINTER(ctypes.c_void_p)), + ("n_grammar_rules", ctypes.c_size_t), + ("i_start_rule", ctypes.c_size_t), + ("grammar_penalty", ctypes.c_float), ] From 7d92e691756c9badc99e5aff12fafd317a59c6a5 Mon Sep 17 00:00:00 2001 From: Vlad Cuciureanu Date: Tue, 9 Apr 2024 21:04:44 +0300 Subject: [PATCH 063/148] chore: Updated docs favicon (#529) --- docs/favicon.png | Bin 3709 -> 0 bytes docs/favicon.svg | 1 + docs/mint.json | 20 +++++++++++++++----- 3 files changed, 16 insertions(+), 5 deletions(-) delete mode 100644 docs/favicon.png create mode 100644 docs/favicon.svg diff --git a/docs/favicon.png b/docs/favicon.png deleted file mode 100644 index b8b1c682084a07438e0a691a77e15dbb04670f25..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3709 zcmV-@4ubKCP)AsUpcHNdGIK`y1i+qv^a;kO 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a/docs/mint.json b/docs/mint.json index a6c70a0914..e1e192c3f4 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -5,7 +5,7 @@ "dark": "/logo/dark.png", "light": "/logo/dark.png" }, - "favicon": "/favicon.png", + "favicon": "/favicon.svg", "modeToggle": { "default": "dark", "isHidden": true @@ -49,11 +49,19 @@ "navigation": [ { "group": "Getting Started", - "pages": ["welcome", "hosted-quickstart", "open-source-quickstart"] + "pages": [ + "welcome", + "hosted-quickstart", + "open-source-quickstart" + ] }, { "group": "Vocode 101", - "pages": ["what-is-vocode", "how-it-works", "how-to-use-it"] + "pages": [ + "what-is-vocode", + "how-it-works", + "how-to-use-it" + ] }, { "group": "Guides", @@ -105,7 +113,9 @@ }, { "group": "Usage", - "pages": ["api-reference/usage/get-usage"] + "pages": [ + "api-reference/usage/get-usage" + ] }, { "group": "Actions", @@ -200,4 +210,4 @@ "twitter": "https://twitter.com/vocodehq", "website": "https://www.vocode.dev/" } -} +} \ No newline at end of file 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Unc#NlY^NAVva}@@nft{47xP^FK>z>% literal 0 HcmV?d00001 diff --git a/docs/favicon.svg b/docs/favicon.svg deleted file mode 100644 index 3c74a1dcf6..0000000000 --- a/docs/favicon.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/docs/mint.json b/docs/mint.json index e1e192c3f4..a6c70a0914 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -5,7 +5,7 @@ "dark": "/logo/dark.png", "light": "/logo/dark.png" }, - "favicon": "/favicon.svg", + "favicon": "/favicon.png", "modeToggle": { "default": "dark", "isHidden": true @@ -49,19 +49,11 @@ "navigation": [ { "group": "Getting Started", - "pages": [ - "welcome", - "hosted-quickstart", - "open-source-quickstart" - ] + "pages": ["welcome", "hosted-quickstart", "open-source-quickstart"] }, { "group": "Vocode 101", - "pages": [ - "what-is-vocode", - "how-it-works", - "how-to-use-it" - ] + "pages": ["what-is-vocode", "how-it-works", "how-to-use-it"] }, { "group": "Guides", @@ -113,9 +105,7 @@ }, { "group": "Usage", - "pages": [ - "api-reference/usage/get-usage" - ] + "pages": ["api-reference/usage/get-usage"] }, { "group": "Actions", @@ -210,4 +200,4 @@ "twitter": "https://twitter.com/vocodehq", "website": "https://www.vocode.dev/" } -} \ No newline at end of file +} From abecce0bee4ac9009e91ffa61b632defb683aa13 Mon Sep 17 00:00:00 2001 From: Mac Wilkinson Date: Wed, 10 Apr 2024 15:42:08 -0400 Subject: [PATCH 066/148] Add External Actions Front Facing Docs (#531) * Add External Actions Front Facing Docs * Fix Python Formatting * Change Some Wording + Elaborate Further * Remove Duplicated Code Example and Just Redirect Instead * Update docs/external-actions.mdx --------- Co-authored-by: srhinos <6531393+srhinos@users.noreply.github.com> Co-authored-by: Ajay Raj --- docs/external-actions.mdx | 326 ++++++++++++++++++++++++++++++++++++++ docs/mint.json | 1 + docs/using-actions.mdx | 20 ++- 3 files changed, 343 insertions(+), 4 deletions(-) create mode 100644 docs/external-actions.mdx diff --git a/docs/external-actions.mdx b/docs/external-actions.mdx new file mode 100644 index 0000000000..2131b3455a --- /dev/null +++ b/docs/external-actions.mdx @@ -0,0 +1,326 @@ +--- +title: "[Beta] External Actions" +description: "Have your agent communicate with an External API" +--- + +External Actions allow Vocode agents to take actions outside the realm of a phone call. In particular, Vocode agents can decide to _push_ information to external systems via an API request, and _pull_ information from the API response in order to: + +1. change the agent’s behavior based on the pulled information +2. give the agent context to inform the rest of the phone call + +## How it Works + +### Configuring the External Action + +The Vocode Agent will determine after each turn of conversation if its the ideal time to interact with the External API based primarily on the configured External Action's `description` and `input_schema`! + +#### `input_schema` Field + +The `input_schema` field is a [JSON Schema](https://json-schema.org/) object that instructs how to properly form a payload to send to the External API. + +For example, in the [Meeting Assistant Example](/external-actions#meeting-assistant-example) below we formed the following JSON payload: + +```json +{ + "type": "object", + "properties": { + "length": { + "type": "string", + "enum": ["30m", "1hr"] + }, + "time": { + "type": "string", + "pattern": "^d{2}:d0[ap]m$" + } + } +} +``` + +This is stating the External API is expecting: + +- Two fields + - `length` (string): either "30m" or "1hr" + - `time` (string): a regex pattern defining a time ending in a zero with `am`/`pm` on the end ie: `10:30am` + + + If you’re noticing that this looks very familiar to OpenAI function calling, it is! The Vocode API treats OpenAI LLMs as first-class and uses the function calling API when the agent uses an OpenAI LLM. + + The lone difference is that the top level `input_schema` JSON schema must be an `object` - this is so we can use JSON to send over parameters to the user’s API. + + + +#### `description` Field + +The `description` is best used to descibe your External Action's purpose. As its passed through directly to the LLM, its the best way to convey instructions to the underlying Vocode Agent. + +For example, in the [Meeting Assistant Example](/external-actions#meeting-assistant-example) below we want to book a meeting for 30 minutes to an hour so we set the description as `Book a meeting for a 30 minute or 1 hour call.` + + + The `description` field is passed through and heavily affects how we do our + function decisioning so we recommend treating it in the same way you would a + prompt to an LLM! + + +#### Other Fields to Determine Agent Behavior + +- `speak_on_send`: if `True`, then the underlying LLM will generate a message to be spoken into the phone call as the + API request is being sent. - `url`: The API request is sent to this URL in the format + defined below in [Responding to External Action API Requests](/external-actions#responding-to-external-action-api-requests) + +- `speak_on_receive`: if `True`, then the Vocode Agent will invoke the underlying + LLM to respond based on the result from the API Response or the Error encountered. + +### Responding to External Action API Requests + +Once an External Action has been created, the Vocode Agent will issue API requests to the defined `url` during the course of a phone call based on the [configuration noted above](/external-actions#configuring-the-external-action) +The Vocode API will wait a maximum of _10 seconds_ before timing out the request. + +In particular, Vocode will issue a POST request to `url` with a JSON payload that matches `input_schema` , specifically (using the [Meeting Assistant Example](/external-actions#meeting-assistant-example) below): + +```bash +POST url HTTP/1.1 +Accept: application/json +Content-Type: application/json +x-vocode-signature: + +{ + "call_id": , + "payload": { + "length": "30m", + "time": "10:30am" + } +} +``` + +#### Signature Validation + +A cryptographically signed signature of the request body and a randomly generated byte hash in included as a header (under `x-vocode-signature`) in the outbound request so that the user’s API can validate the identity of the incoming request. + +The signature secret is contained in the External Action's API object and can be found when creating an object (as noted below in the [Meeting Assistant Example](/external-actions#meeting-assistant-example)), or by getting the API object via the `/v1/actions?id=ACTION_ID` endpoint: + + +```bash Example cURL Request +curl --request GET \ + --url https://api.vocode.dev/v1/actions?id=\ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' +``` + +```json Response +{ + "id": "", + "user_id": "ecd792cf-18a2-420b-91f5-cdaf22f5f562", + "type": "action_external", + "config": { + "processing_mode": "muted", + "name": "Meeting_Booking_Assistant", + "description": "Book a meeting for a 30 minute or 1 hour call.", + "url": "http://example.com/booking", + "input_schema": { + "type": "object", + "properties": { + "length": { + "type": "string", + "enum": ["30m", "1hr"] + }, + "time": { + "type": "string", + "pattern": "^\\d{2}:\\d0[ap]m$" + } + } + }, + "speak_on_send": true, + "speak_on_receive": true, + "signature_secret": "MX/9/+iblnUoAAM2Jft8sgeY1bevJvuih2nr7XKPHIY=" + }, + "action_trigger": { + "type": "action_trigger_function_call", + "config": {} + } +} +``` + + +Use the following code snippet to check the signature in an inbound request: + + +```python Python +import base64 +import hashlib +import hmac + +async def test_requester_encodes_signature( +request_signature_value: str, signature_secret: str, payload: dict +): +""" +Asynchronous function to check if the request signature is encoded correctly. + + Args: + request_signature_value (str): The request signature to be decoded. + signature_secret (str): The signature to be decoded and used for comparison. + payload (dict): The payload to be used for digest calculation. + + Returns: + None + """ + signature_secret_as_bytes = base64.b64decode(signature_secret) + decoded_digest = base64.b64decode(request_signature_value) + calculated_digest = hmac.new(signature_secret_as_bytes, payload, hashlib.sha256).digest() + assert hmac.compare_digest(decoded_digest, calculated_digest) is True + +```` + +```typescript TypeScript +import * as crypto from 'crypto'; + +async function testRequesterEncodesSignature( + requestSignatureValue: string, + signatureSecret: string, + payload: Record +): Promise { + /** + * Asynchronous function to check if the request signature is encoded correctly. + * + * @param requestSignatureValue - The request signature to be decoded. + * @param signatureSecret - The signature to be decoded and used for comparison. + * @param payload - The payload to be used for digest calculation. + */ + const signatureAsBytes = Buffer.from(signatureSecret, 'base64'); + const decodedDigest = Buffer.from(requestSignatureValue, 'base64'); + const payloadString = JSON.stringify(payload); + const calculatedDigest = crypto + .createHmac('sha256', signatureAsBytes) + .update(payloadString) + .digest(); + + if (!crypto.timingSafeEqual(decodedDigest, calculatedDigest)) { + throw new Error('Signature mismatch'); + } +} +```` + + + +#### Response Formatting + +Vocode expects responses from the user’s API in JSON in the following format: + +```python +Response { + result: Any + agent_message: Optional[str] = None +} +``` + +- `result` is a payload containing the result of the action on the user’s side, and can be in any format +- `agent_message` optionally contains a message that will be synthesized into audio and sent back to the phone call (see [Configuring the External Action](/external-actions#configuring-the-external-action) above for more info) + +In the [Meeting Assistant Example](/external-actions#meeting-assistant-example) below, the user’s API could return back a JSON response that looks like: + +```json +{ + "result": { + "success": true + }, + "agent_message": "I've set up a calendar appointment at 10:30am tomorrow for 30 minutes" +} +``` + +## Meeting Assistant Example: + +This is an example of a Meeting Assistant which will attempt to book a meeting for 30 minutes or an hour at any time ending in a zero (ie 10:30am is okay but 10:35am is not) + + + +```python Python +vocode_client.actions.create_action( + request={ + "type": "action_external", + "config": { + "name": "Meeting_Booking_Assistant", + "description": ("Book a meeting for a 30 minute or 1 hour call."), + "url": "http://example.com/booking", + "speak_on_send": True, + "speak_on_receive": True, + "input_schema": { + "type": "object", + "properties": { + "length": { + "type": "string", + "enum": ["30m", "1hr"], + }, + "time": { + "type": "string", + "pattern": "^\d{2}:\d0[ap]m$", + }, + }, + }, + }, + }, +) +``` + +```typescript TypeScript +const action = await vocode.actions.createAction({ + type: "action_external", + config: { + name: "Meeting_Booking_Assistant", + description: "Book a meeting for a 30 minute or 1 hour call.", + url: "http://example.com/booking", + speak_on_send: true, + speak_on_receive: true, + input_schema: { + type: "object", + properties: { + length: { + type: "string", + enum: ["30m", "1hr"], + }, + time: { + type: "string", + pattern: "^\\d{2}:\\d0[ap]m$", + }, + }, + }, + }, +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/actions/create \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' \ + --data '{ + "type": "action_external", + "config": { + "name": "Meeting_Booking_Assistant", + "description": "Book a meeting for a 30 minute or 1 hour call.", + "url": "http://example.com/booking", + "speak_on_send": true, + "speak_on_receive": true, + "input_schema": { + "type": "object", + "properties": { + "length": { + "type": "string", + "enum": ["30m", "1hr"] + }, + "time": { + "type": "string", + "pattern": "^\\d{2}:\\d0[ap]m$" + } + } + } + } +}' +``` + + + + + If you're looking to attach the created External Action to your agent after + creating it in the example below, theres an example of how to do this on the + [Using Actions](/using-actions#transfercall) page under the TransferCall + section! + diff --git a/docs/mint.json b/docs/mint.json index a6c70a0914..6a61fbbcf7 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -179,6 +179,7 @@ "conversational-dials", "setting-up-webhook", "using-actions", + "external-actions", "vectordb", "multilingual", "injecting-context", diff --git a/docs/using-actions.mdx b/docs/using-actions.mdx index 050620bddd..887573e0fb 100644 --- a/docs/using-actions.mdx +++ b/docs/using-actions.mdx @@ -3,9 +3,11 @@ title: "Using actions" description: "Make agents on your phone calls take actions" --- -Agents on phone calls can take three actions: +Agents on phone calls can take four actions: -`EndConversation`: allows the agent to end the call, e.g. if the user says "Goodbye!" +#### EndConversation + +`EndConversation` allows the agent to end the call, e.g. if the user says "Goodbye!" @@ -35,7 +37,9 @@ curl --request POST \ -`DTMF`: allows the agent to hit dial tones during a call, e.g. navigating a phone tree +#### DTMF + +`DTMF` allows the agent to hit dial tones during a call, e.g. navigating a phone tree @@ -65,7 +69,9 @@ curl --request POST \ -`TransferCall`: allows the agent to transfer the call to another phone number +#### TransferCall + +`TransferCall` allows the agent to transfer the call to another phone number @@ -196,3 +202,9 @@ curl --request POST \ ``` + +#### [Beta] ExternalAction + +`ExternalAction` allows your agent communicate with an External API and include the response as context in the conversation. + +See the dedicated [External Action's](/external-actions) page for more info! From 886d3d840590a988ddb8f67539854f67848ad201 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 15 Apr 2024 13:42:33 -0700 Subject: [PATCH 067/148] prerelease (#533) --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 9117e5da4b..e367dfe4cb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "vocode" -version = "0.1.111" +version = "0.1.112a0" description = "The all-in-one voice SDK" authors = ["Ajay Raj "] license = "MIT License" From 890728c187f7e4af13cbe1920fce9e3d53dc46e6 Mon Sep 17 00:00:00 2001 From: Mac Wilkinson Date: Mon, 15 Apr 2024 18:08:06 -0400 Subject: [PATCH 068/148] Add External Actions + Steering Pool Documentation (#534) Co-authored-by: srhinos <6531393+srhinos@users.noreply.github.com> --- docs/openapi.json | 258 +++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 244 insertions(+), 14 deletions(-) diff --git a/docs/openapi.json b/docs/openapi.json index b53665617a..fef5e1f5c3 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1649,6 +1649,46 @@ }, "security": [{ "HTTPBearer": [] }] } + }, + "/v1/account_connections/add_to_steering_pool": { + "post": { + "tags": ["account_connections"], + "summary": "Add To Steering Pool", + "operationId": "add_to_steering_pool", + "parameters": [ + { + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/AddToSteeringPoolRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } } }, "components": { @@ -1733,7 +1773,8 @@ { "$ref": "#/components/schemas/EndConversationAction" }, { "$ref": "#/components/schemas/DTMFAction" }, { "$ref": "#/components/schemas/AddToConferenceAction" }, - { "$ref": "#/components/schemas/SetHoldAction" } + { "$ref": "#/components/schemas/SetHoldAction" }, + { "$ref": "#/components/schemas/ExternalAction" } ], "discriminator": { "propertyName": "type", @@ -1742,7 +1783,8 @@ "action_end_conversation": "#/components/schemas/EndConversationAction", "action_dtmf": "#/components/schemas/DTMFAction", "action_add_to_conference": "#/components/schemas/AddToConferenceAction", - "action_set_hold": "#/components/schemas/SetHoldAction" + "action_set_hold": "#/components/schemas/SetHoldAction", + "action_external": "#/components/schemas/ExternalAction" } } }, @@ -1763,7 +1805,8 @@ { "$ref": "#/components/schemas/EndConversationActionParams" }, { "$ref": "#/components/schemas/DTMFActionParams" }, { "$ref": "#/components/schemas/AddToConferenceActionParams" }, - { "$ref": "#/components/schemas/SetHoldActionParams" } + { "$ref": "#/components/schemas/SetHoldActionParams" }, + { "$ref": "#/components/schemas/ExternalActionParams" } ], "title": "ActionParamsRequest", "discriminator": { @@ -1773,7 +1816,8 @@ "action_end_conversation": "#/components/schemas/EndConversationActionParams", "action_dtmf": "#/components/schemas/DTMFActionParams", "action_add_to_conference": "#/components/schemas/AddToConferenceActionParams", - "action_set_hold": "#/components/schemas/SetHoldActionParams" + "action_set_hold": "#/components/schemas/SetHoldActionParams", + "action_external": "#/components/schemas/ExternalActionParams" } } }, @@ -1783,7 +1827,8 @@ { "$ref": "#/components/schemas/EndConversationAction" }, { "$ref": "#/components/schemas/DTMFAction" }, { "$ref": "#/components/schemas/AddToConferenceAction" }, - { "$ref": "#/components/schemas/SetHoldAction" } + { "$ref": "#/components/schemas/SetHoldAction" }, + { "$ref": "#/components/schemas/ExternalAction" } ], "title": "ActionResponseModel", "discriminator": { @@ -1793,7 +1838,8 @@ "action_end_conversation": "#/components/schemas/EndConversationAction", "action_dtmf": "#/components/schemas/DTMFAction", "action_add_to_conference": "#/components/schemas/AddToConferenceAction", - "action_set_hold": "#/components/schemas/SetHoldAction" + "action_set_hold": "#/components/schemas/SetHoldAction", + "action_external": "#/components/schemas/ExternalAction" } } }, @@ -1803,7 +1849,8 @@ { "$ref": "#/components/schemas/EndConversationActionUpdateParams" }, { "$ref": "#/components/schemas/DTMFActionUpdateParams" }, { "$ref": "#/components/schemas/AddToConferenceActionUpdateParams" }, - { "$ref": "#/components/schemas/SetHoldActionUpdateParams" } + { "$ref": "#/components/schemas/SetHoldActionUpdateParams" }, + { "$ref": "#/components/schemas/ExternalActionUpdateParams" } ], "title": "ActionUpdateParamsRequest", "discriminator": { @@ -1813,7 +1860,8 @@ "action_end_conversation": "#/components/schemas/EndConversationActionUpdateParams", "action_dtmf": "#/components/schemas/DTMFActionUpdateParams", "action_add_to_conference": "#/components/schemas/AddToConferenceActionUpdateParams", - "action_set_hold": "#/components/schemas/SetHoldActionUpdateParams" + "action_set_hold": "#/components/schemas/SetHoldActionUpdateParams", + "action_external": "#/components/schemas/ExternalActionUpdateParams" } } }, @@ -1920,10 +1968,18 @@ "required": ["phone_number"], "title": "AddToConferenceConfig" }, + "AddToSteeringPoolRequest": { + "properties": { + "phone_number": { "type": "string", "title": "Phone Number" } + }, + "type": "object", + "title": "AddToSteeringPoolRequest" + }, "Agent": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "name": { "type": "string", "title": "Name" }, "prompt": { "$ref": "#/components/schemas/Prompt" }, "language": { "allOf": [{ "$ref": "#/components/schemas/Language" }], @@ -1936,7 +1992,8 @@ { "$ref": "#/components/schemas/EndConversationAction" }, { "$ref": "#/components/schemas/DTMFAction" }, { "$ref": "#/components/schemas/AddToConferenceAction" }, - { "$ref": "#/components/schemas/SetHoldAction" } + { "$ref": "#/components/schemas/SetHoldAction" }, + { "$ref": "#/components/schemas/ExternalAction" } ], "discriminator": { "propertyName": "type", @@ -1945,7 +2002,8 @@ "action_end_conversation": "#/components/schemas/EndConversationAction", "action_dtmf": "#/components/schemas/DTMFAction", "action_add_to_conference": "#/components/schemas/AddToConferenceAction", - "action_set_hold": "#/components/schemas/SetHoldAction" + "action_set_hold": "#/components/schemas/SetHoldAction", + "action_external": "#/components/schemas/ExternalAction" } } }, @@ -2051,6 +2109,7 @@ }, "AgentParams": { "properties": { + "name": { "type": "string", "title": "Name" }, "prompt": { "anyOf": [ { "type": "string", "format": "uuid" }, @@ -2076,7 +2135,8 @@ { "$ref": "#/components/schemas/AddToConferenceActionParams" }, - { "$ref": "#/components/schemas/SetHoldActionParams" } + { "$ref": "#/components/schemas/SetHoldActionParams" }, + { "$ref": "#/components/schemas/ExternalActionParams" } ] } ] @@ -2179,6 +2239,13 @@ }, "AgentUpdateParams": { "properties": { + "name": { + "anyOf": [ + { "type": "string" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Name" + }, "prompt": { "anyOf": [ { "type": "string", "format": "uuid" }, @@ -2216,6 +2283,9 @@ }, { "$ref": "#/components/schemas/SetHoldActionUpdateParams" + }, + { + "$ref": "#/components/schemas/ExternalActionUpdateParams" } ] } @@ -2581,6 +2651,7 @@ }, "CreateCallAgentParams": { "properties": { + "name": { "type": "string", "title": "Name" }, "prompt": { "anyOf": [ { "type": "string", "format": "uuid" }, @@ -2606,7 +2677,8 @@ { "$ref": "#/components/schemas/AddToConferenceActionParams" }, - { "$ref": "#/components/schemas/SetHoldActionParams" } + { "$ref": "#/components/schemas/SetHoldActionParams" }, + { "$ref": "#/components/schemas/ExternalActionParams" } ] } ] @@ -3063,6 +3135,122 @@ "title": "EventType", "description": "An enumeration." }, + "ExternalAction": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { + "type": "string", + "enum": ["action_external"], + "title": "Type" + }, + "config": { "$ref": "#/components/schemas/ExternalActionConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } + }, + "type": "object", + "required": ["id", "user_id", "type", "config"], + "title": "ExternalAction" + }, + "ExternalActionConfig": { + "properties": { + "processing_mode": { + "type": "string", + "enum": ["muted"], + "title": "Processing Mode", + "default": "muted" + }, + "name": { "type": "string", "title": "Name" }, + "description": { "type": "string", "title": "Description" }, + "url": { "type": "string", "title": "Url" }, + "input_schema": { "type": "object", "title": "Input Schema" }, + "speak_on_send": { "type": "boolean", "title": "Speak On Send" }, + "speak_on_receive": { "type": "boolean", "title": "Speak On Receive" } + }, + "type": "object", + "required": [ + "name", + "description", + "url", + "input_schema", + "speak_on_send", + "speak_on_receive" + ], + "title": "ExternalActionConfig" + }, + "ExternalActionParams": { + "properties": { + "type": { + "type": "string", + "enum": ["action_external"], + "title": "Type" + }, + "config": { "$ref": "#/components/schemas/ExternalActionConfig" }, + "action_trigger": { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ], + "title": "Action Trigger", + "default": { "type": "action_trigger_function_call", "config": {} }, + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + } + } + } + }, + "type": "object", + "required": ["type", "config"], + "title": "ExternalActionParams" + }, + "ExternalActionUpdateParams": { + "properties": { + "type": { + "type": "string", + "enum": ["action_external"], + "title": "Type" + }, + "config": { + "anyOf": [ + { "$ref": "#/components/schemas/ExternalActionConfig" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Config" + }, + "action_trigger": { + "anyOf": [ + { + "oneOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, + { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + ] + }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Action Trigger", + "default": {} + } + }, + "type": "object", + "required": ["type"], + "title": "ExternalActionUpdateParams" + }, "FunctionCallActionTrigger": { "properties": { "type": { @@ -3146,6 +3334,7 @@ "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "name": { "type": "string", "title": "Name" }, "prompt": { "anyOf": [ { "type": "string", "format": "uuid" }, @@ -3914,7 +4103,14 @@ "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, "speaker": { "type": "string", "title": "Speaker" }, - "speed_alpha": { "type": "number", "title": "Speed Alpha" } + "speed_alpha": { "type": "number", "title": "Speed Alpha" }, + "model_id": { + "anyOf": [ + { "type": "string", "enum": ["mist", "v1"] }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Model Id" + } }, "type": "object", "required": ["id", "user_id", "type", "speaker"], @@ -3924,7 +4120,14 @@ "properties": { "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, "speaker": { "type": "string", "title": "Speaker" }, - "speed_alpha": { "type": "number", "title": "Speed Alpha" } + "speed_alpha": { "type": "number", "title": "Speed Alpha" }, + "model_id": { + "anyOf": [ + { "type": "string", "enum": ["mist", "v1"] }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Model Id" + } }, "type": "object", "required": ["type", "speaker"], @@ -3946,6 +4149,13 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Speed Alpha" + }, + "model_id": { + "anyOf": [ + { "type": "string", "enum": ["mist", "v1"] }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Model Id" } }, "type": "object", @@ -4149,6 +4359,16 @@ "type": "string", "enum": ["account_connection_twilio"], "title": "Type" + }, + "steering_pool": { + "items": { "type": "string" }, + "type": "array", + "title": "Steering Pool" + }, + "account_supports_any_caller_id": { + "type": "boolean", + "title": "Account Supports Any Caller Id", + "default": false } }, "type": "object", @@ -4162,6 +4382,16 @@ "type": "string", "enum": ["account_connection_twilio"], "title": "Type" + }, + "steering_pool": { + "items": { "type": "string" }, + "type": "array", + "title": "Steering Pool" + }, + "account_supports_any_caller_id": { + "type": "boolean", + "title": "Account Supports Any Caller Id", + "default": false } }, "type": "object", From abfcd9db1ce5fd3b14ca7a3e5b7d4a380ccfee09 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 19 Apr 2024 14:54:36 -0700 Subject: [PATCH 069/148] update openapi spec + add docs for warm transfer, phrase triggers (#535) --- docs/mint.json | 2 + docs/openapi.json | 241 ++++++++++++++++++++++++++++++++++++--- docs/phrase-triggers.mdx | 77 +++++++++++++ docs/using-actions.mdx | 10 +- docs/warm-transfer.mdx | 81 +++++++++++++ 5 files changed, 391 insertions(+), 20 deletions(-) create mode 100644 docs/phrase-triggers.mdx create mode 100644 docs/warm-transfer.mdx diff --git a/docs/mint.json b/docs/mint.json index 6a61fbbcf7..2ed84ddbe3 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -179,7 +179,9 @@ "conversational-dials", "setting-up-webhook", "using-actions", + "phrase-triggers", "external-actions", + "warm-transfer", "vectordb", "multilingual", "injecting-context", diff --git a/docs/openapi.json b/docs/openapi.json index fef5e1f5c3..8704e7b822 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -1670,6 +1670,45 @@ "$ref": "#/components/schemas/AddToSteeringPoolRequest" } } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { "$ref": "#/components/schemas/HTTPValidationError" } + } + } + } + }, + "security": [{ "HTTPBearer": [] }] + } + }, + "/v1/account_connections/remove_from_steering_pool": { + "post": { + "tags": ["account_connections"], + "summary": "Remove From Steering Pool", + "operationId": "remove_from_steering_pool", + "parameters": [ + { + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" }, + "name": "id", + "in": "query" + } + ], + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/RemoveFromSteeringPoolRequest" + } + } }, "required": true }, @@ -1714,10 +1753,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "AccountConnectionPage" }, "AccountConnectionParamsRequest": { @@ -1793,10 +1844,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "ActionPage" }, "ActionParamsRequest": { @@ -1973,6 +2036,7 @@ "phone_number": { "type": "string", "title": "Phone Number" } }, "type": "object", + "required": ["phone_number"], "title": "AddToSteeringPoolRequest" }, "Agent": { @@ -2101,10 +2165,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "AgentPage" }, "AgentParams": { @@ -2551,6 +2627,13 @@ ], "title": "Stage Outcome" }, + "telephony_metadata": { + "anyOf": [ + { "$ref": "#/components/schemas/VonageTelephonyMetadata" }, + { "$ref": "#/components/schemas/TwilioTelephonyMetadata" } + ], + "title": "Telephony Metadata" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "$ref": "#/components/schemas/Agent" }, @@ -2622,10 +2705,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "CallPage" }, "CallStatus": { @@ -3471,6 +3566,13 @@ ], "title": "Stage Outcome" }, + "telephony_metadata": { + "anyOf": [ + { "$ref": "#/components/schemas/VonageTelephonyMetadata" }, + { "$ref": "#/components/schemas/TwilioTelephonyMetadata" } + ], + "title": "Telephony Metadata" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "type": "string", "format": "uuid", "title": "Agent" }, @@ -3694,10 +3796,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "PhoneNumberPage" }, "PhraseBasedActionTrigger": { @@ -4018,10 +4132,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "PromptPage" }, "PromptParams": { @@ -4097,6 +4223,14 @@ "type": "object", "title": "PromptUpdateParams" }, + "RemoveFromSteeringPoolRequest": { + "properties": { + "phone_number": { "type": "string", "title": "Phone Number" } + }, + "type": "object", + "required": ["phone_number"], + "title": "RemoveFromSteeringPoolRequest" + }, "RimeVoice": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -4432,6 +4566,29 @@ "required": ["twilio_account_sid", "twilio_auth_token"], "title": "TwilioCredentials" }, + "TwilioTelephonyMetadata": { + "properties": { + "type": { + "type": "string", + "enum": ["telephony_metadata_twilio"], + "title": "Type", + "default": "telephony_metadata_twilio" + }, + "call_sid": { "type": "string", "title": "Call Sid" }, + "call_status": { "type": "string", "title": "Call Status" }, + "transfer_call_sid": { + "type": "string", + "title": "Transfer Call Sid" + }, + "transfer_call_status": { + "type": "string", + "title": "Transfer Call Status" + }, + "conference_sid": { "type": "string", "title": "Conference Sid" } + }, + "type": "object", + "title": "TwilioTelephonyMetadata" + }, "Undefined": { "properties": {}, "additionalProperties": false, @@ -4516,10 +4673,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "VectorDatabasePage" }, "VoicePage": { @@ -4547,10 +4716,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "VoicePage" }, "VoiceParamsRequest": { @@ -4607,6 +4788,18 @@ } } }, + "VonageTelephonyMetadata": { + "properties": { + "type": { + "type": "string", + "enum": ["telephony_metadata_vonage"], + "title": "Type", + "default": "telephony_metadata_vonage" + } + }, + "type": "object", + "title": "VonageTelephonyMetadata" + }, "Webhook": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, @@ -4634,10 +4827,22 @@ }, "page": { "type": "integer", "title": "Page" }, "size": { "type": "integer", "title": "Size" }, - "has_more": { "type": "boolean", "title": "Has More" } + "has_more": { "type": "boolean", "title": "Has More" }, + "total": { "type": "integer", "title": "Total" }, + "total_is_estimated": { + "type": "boolean", + "title": "Total Is Estimated" + } }, "type": "object", - "required": ["items", "page", "size", "has_more"], + "required": [ + "items", + "page", + "size", + "has_more", + "total", + "total_is_estimated" + ], "title": "WebhookPage" }, "WebhookParams": { diff --git a/docs/phrase-triggers.mdx b/docs/phrase-triggers.mdx new file mode 100644 index 0000000000..4fe434ffa9 --- /dev/null +++ b/docs/phrase-triggers.mdx @@ -0,0 +1,77 @@ +--- +title: "[Beta] Phrase Triggers" +description: "Configure Vocode actions to run based on spoken phrases by the agent" +--- + +Phrase triggers allow users to more explicitly control the behavior of their agents by configuring actions to run only once a bot has spoken a particular phrase. For example, you can configure an agent to transfer a call to a human agent only after the bot has said "I will transfer now". + +# Creating a phrase trigger + +You can create a phrase trigger as follows: + +```python +from vocode import ( + PhraseBasedActionTrigger, + PhraseBasedActionTriggerConfig, + PhraseTrigger, +) + +phrase_trigger = PhraseBasedActionTrigger( + config=PhraseBasedActionTriggerConfig( + phrase_triggers=[ + PhraseTrigger( + phrase="I will transfer now", + conditions=["phrase_condition_type_contains"], + ), + PhraseTrigger( + phrase="You can speak to a human now", + conditions=["phrase_condition_type_contains"], + ) + ] + ) +) +``` + +In this example, the action that this phrase trigger is attached to will fire only after the bot has spoken a turn that contains "I will transfer now" or "You can speak to a human now". + +`"phrase_condition_type_contains"` is the only condition type supported at this time, and does not match case, so in the above example, if the bot said "Okay, you can speak to a human now", the phrase trigger would still fire. + +# Configuring your action + +```python +from vocode import ( + TransferCallActionParams, + TransferCallConfig, +) + +vocode_client.agents.update_agent( + actions=[ + TransferCallActionParams( + type="action_transfer_call", + config=TransferCallConfig( + transfer_phone_number="", + ), + action_trigger=phrase_trigger # from the previous code block + ) + ] +) +``` + +To switch back to the default behavior, use a `FunctionCallActionTrigger`. + +```python +from vocode import FunctionCallActionTrigger + +function_trigger = FunctionCallActionTrigger(config={}) +vocode_client.agents.update_agent( + actions=[ + TransferCallActionParams( + type="action_transfer_call", + config=TransferCallConfig( + transfer_phone_number="", + ), + action_trigger=function_trigger + ) + ] +) +``` diff --git a/docs/using-actions.mdx b/docs/using-actions.mdx index 887573e0fb..cb063495d0 100644 --- a/docs/using-actions.mdx +++ b/docs/using-actions.mdx @@ -3,7 +3,7 @@ title: "Using actions" description: "Make agents on your phone calls take actions" --- -Agents on phone calls can take four actions: +Vocode agents can decide to take actions synchronously during calls. See [Phrase Triggers](/phrase-triggers) for information on how to configure how these actions are triggered. Below is the list of actions that an agent can perform: #### EndConversation @@ -207,4 +207,10 @@ curl --request POST \ `ExternalAction` allows your agent communicate with an External API and include the response as context in the conversation. -See the dedicated [External Action's](/external-actions) page for more info! +See [External Actions](/external-actions). + +#### [Beta] Warm Transfer + +Allows your agent to conference in another party into the call. + +See [Warm Transfer](/warm-transfer). diff --git a/docs/warm-transfer.mdx b/docs/warm-transfer.mdx new file mode 100644 index 0000000000..15c7eed1cf --- /dev/null +++ b/docs/warm-transfer.mdx @@ -0,0 +1,81 @@ +--- +title: "[Beta] Warm Transfer" +description: "Conference another party into an outbound call" +--- + +This guide will walk you through how to configure a Vocode agent to perform the following on an outbound call: + +1. Place the primary participant of the call on hold +2. Dial another party into the same call and interact with the agent while the primary participant is on hold +3. Remove the primary participant from hold to speak with the other party + +Note: the warm transfer feature is not yet available for inbound calls, and is only available with Twilio phone numbers. + +# BYOT Setup + +In order to use this feature on [your Twilio account](/bring-your-own-telephony), extra setup is required. In particular, you'll have to allocate some phone numbers on your account to a **steering pool**. To conduct warm transfers, numbers from this pool are momentarily used to set up the conference call. As such, the size of the pool affects the number of concurrent warm transfers you can perform. When all of the numbers in the pool are in use, the Vocode API will throw a 429 error. + +Note: setting up the pool will cause inflight calls to fail — make sure to configure this when calls aren't running. + +Using your Twilio account connection (see the guide on [BYOT](/bring-your-own-telephony)), you can configure the steering pool as follows: + +```python +vocode_client.account_connections.add_to_steering_pool( + id="", +) +``` + +This operation will buy a phone number on your Twilio account and set it up to be used for warm transfers. You can also link an existing phone number on your Twilio account to the steering pool: + +```python +vocode_client.account_connections.add_to_steering_pool( + id="", + phone_number="", +) +``` + +# Configuring your agent to execute warm transfers + +To use warm transfers, you'll need to add the `SetHold` and `AddToConference` actions to your agent - this allows the agent to: + +- Conference in another party and place the original participant on hold +- Bring the original participant off of hold back into the call + +Here's an example agent configuration, which uses [phrase triggers](/phrase-triggers): + +```python +vocode_client.agents.update_agent( + actions=[ + { + "type": "action_set_hold", + "config": {}, + "action_trigger": { + "type": "action_trigger_phrase_based", + "config": { + "phrase_triggers": [ + { + "phrase": "Removing participant from hold", + "conditions": ["phrase_condition_type_contains"], + } + ] + }, + }, + }, + { + "type": "action_add_to_conference", + "config": {"phone_number": "{transfer_phone_number}"}, + "action_trigger": { + "type": "action_trigger_phrase_based", + "config": { + "phrase_triggers": [ + { + "phrase": "I connect you now please hold", + "conditions": ["phrase_condition_type_contains"], + } + ] + }, + }, + }, + ] +) +``` From 8999c93d6d781925d1dcd9c0bb20dc66108d4234 Mon Sep 17 00:00:00 2001 From: Kian Date: Fri, 19 Apr 2024 18:14:54 -0700 Subject: [PATCH 070/148] undo --- docs/actions.mdx | 6 + docs/agents.mdx | 32 ++- docs/configuring-number.mdx | 230 +++++++++------------- docs/do-not-call-detection.mdx | 2 +- docs/getting-number.mdx | 38 ---- docs/hipaa-compliance.mdx | 2 +- docs/machine-detection.mdx | 2 +- docs/mint.json | 42 ++-- docs/{ => open-source}/how-it-works.mdx | 0 docs/{ => open-source}/how-to-use-it.mdx | 0 docs/{ => open-source}/what-is-vocode.mdx | 2 +- docs/prompt-engineering.mdx | 6 + docs/prompts.mdx | 39 ++++ docs/setting-up-number.mdx | 79 ++++++++ docs/setting-up-webhook.mdx | 68 +++---- docs/vectordb.mdx | 2 +- docs/voices.mdx | 44 +++++ docs/walkthrough_intro.mdx | 20 ++ docs/webhooks.mdx | 58 +++++- 19 files changed, 440 insertions(+), 232 deletions(-) create mode 100644 docs/actions.mdx delete mode 100644 docs/getting-number.mdx rename docs/{ => open-source}/how-it-works.mdx (100%) rename docs/{ => open-source}/how-to-use-it.mdx (100%) rename docs/{ => open-source}/what-is-vocode.mdx (90%) create mode 100644 docs/prompt-engineering.mdx create mode 100644 docs/prompts.mdx create mode 100644 docs/setting-up-number.mdx create mode 100644 docs/voices.mdx create mode 100644 docs/walkthrough_intro.mdx diff --git a/docs/actions.mdx b/docs/actions.mdx new file mode 100644 index 0000000000..3887640974 --- /dev/null +++ b/docs/actions.mdx @@ -0,0 +1,6 @@ +--- +title: "Actions" +description: "🚧 Under construction" +--- + +# diff --git a/docs/agents.mdx b/docs/agents.mdx index d2e168e479..347a69da4f 100644 --- a/docs/agents.mdx +++ b/docs/agents.mdx @@ -1,10 +1,38 @@ --- title: "Agents" -description: "🚧 Under construction" +description: "Powerful AI assistants that you can control" --- # What are agents +Vocode Agents are the core component of the Vocode API. Agents can be deployed to receive +phone calls by attaching them to [Numbers](/numbers). Agents can also be used to make outbound calls +via the `calls/create` endpoint. + +At its core, the agent is an amalgamation of everything you need to build powerful AI assistants for +your use cases: + +- [Prompts](/prompts) – instructions given to the agent that control its behavior. +- [Voices](/voices) – the synthetic voice given to your agent. +- [Webhooks](/webhooks) – mechanism by which you can subscribe to agent events. +- [Conversational Dials](/conversational-dials) – controls for how the agent communicates, like its interruption sensitivity. +- [Actions](/actions) – tools available to your agent, like endint the conversation or transferring the call. + # How to configure an agent -# API Schema +Agents can be configured via our [Dashboard](/dashboard) or via API. As with all of our API objects, Agents have +`list`, `get`, `create`, and `update` endpoints that allow you to manipulate them as you see fit. + +In addition to the other API objects enumerated above, agents have other reference fields that can be used to control +agent behavior: + +- `language` sets the agent language (for more context see [Multilingual Agents](/multilingual)) +- `initial_message` controls the agents first utterance. +- `initial_message_delay` adds a delay to the initial message from when the call begins +- `ask_if_human_present_on_idle` allows the agent to speak when there is more than 4s of silence on the call +- `llm_temperature` controls the behavior of the underlying language model. Values can range from X to Y, with higher + values leading to more consistent replies. + +# Example: creating an agent + +# Example: updating an agent diff --git a/docs/configuring-number.mdx b/docs/configuring-number.mdx index d357d70008..15f1844d44 100644 --- a/docs/configuring-number.mdx +++ b/docs/configuring-number.mdx @@ -1,184 +1,138 @@ --- title: "Configuring your number" -description: "Learn how to configure your phone number with an agent." +description: "Setting up our agent to function as a receptionist" --- -# Configuring Numbers +Now that we have a number set up on Vocode, our agent is ready to start accepting calls. Vocode [Agents](/agents) +have several different parameters we can use to control its behavior. We're going to be setting up our receptionist +by modifying: -Once you have purchased a number, you can configure it with an inbound agent to set its prompt, voice, and actions. +1. Voice -> this is the voice of our agent +2. Prompt -> the prompt is the instruction we give our agent that controls its behavior +3. Actions -> actions are things that the agent **_can do_** like end the conversation or + make an API request to an external service (like a calendar booking software) -## Pick your Number +## Setting up our receptionist -First, list your numbers and pick the number you want to configure. +### Voice - +First, let's create a new voice via [ElevenLabs]("https://elevenlabs.io) and grab the voice ID. -```python Python -numbers = vocode_client.numbers.list_numbers() ``` +voice = vocode_client.voices.create_voice( + request={ + "type": "voice_eleven_labs", + "voice_id": "06oPEcZqPWhZ2IeTcOJc", + "stability": ".2", + "similarity_boost": ".75", + "model_id": "eleven_turbo_v2", + "optimize_streaming_latency": "4", + } +) -```javascript TypeScript -const numbers = await vocode.numbers.listNumbers(); +voice_id = voice.id ``` - - -## Changing the Prompt +For other voice options curated by Vocode, check out our page on [Voices](/voices). Voice clones are also available on demand +for enterprise accounts. -All phone numbers come with the default agent configuration. Let's change the -prompt so the AI responds like Yoda. +### Prompt - +The prompt is how our agent will know what instructions to follow on the call. We're going to set up a prompt suitable for a +receptionist agent and create a prompt object in the API: -```python Python -from vocode import AgentUpdateParams, PromptUpdateParams - -yoda_prompt = PromptUpdateParams(content="I want you to act as Yoda. Respond as Yoda would.") -number = vocode_client.numbers.update_number( - phone_number="YOUR_NUMBER", inbound_agent=AgentUpdateParams(prompt=yoda_prompt) -) ``` +PROMPT = """ +sample prompt +""" -```javascript TypeScript -const yoda_prompt = "I want you to act as Yoda. Respond as Yoda would."; -const number = await vocode.numbers.updateNumber({ - phoneNumber: "YOUR_NUMBER", - inboundAgent: { prompt: { content: yoda_prompt } }, -}); +prompt = vocode_client.prompts.create_prompt(request={"content": PROMPT}) +prompt_id = prompt.id ``` - +For more guidance on how prompts work check out our guide on [Prompt Objects](/prompts) and [Prompt Engineering](/prompt-engineering). -## Changing the Voice +### Actions -Our prompt has been updated. Now let's use a voice provided by other API providers. +Finally, for our receptionist to be complete, we're going to want to give it the ability to actually do two things: -### Rime +1. End the conversation +2. Make an API call to our calendar software to book calendar appointments. - +Let's set up both of these actions using the API: -```python Python -from vocode import RimeVoiceParams +```python -rime_voice = RimeVoiceParams( - type="voice_rime", - speaker="RIME_SPEAKER", +# This action ends the conversation +end_conversation_action = vocode_client.actions.create_action( + request=ActionParamsRequest(type="action_end_conversation", config={}) ) -voice = vocode_client.voices.create_voice(request=rime_voice) -``` - -```javascript TypeScript -const rimeVoice = { - type: "voice_rime", - voiceId: "RIME_SPEAKER", -}; -const number = await vocode.voices.createVoice(rimeVoice); -``` - - -### Play.ht - - - -```python Python -from vocode import PlayHtVoiceParams - -play_ht_voice = PlayHtVoiceParams( - type="voice_play_ht", - voice_id="PLAY_HT_VOICE_ID", - api_user_id="PLAY_HT_USER_ID", - api_key="PLAY_HT_API_KEY", +# This action makes an API call to our calendar endpoint +calendar_action = vocode_client.actions.create_action( + request={ + "type": "action_external", + "config": { + "name": "Meeting_Booking_Assistant", + "description": ("Book a meeting for a 30 minute or 1 hour call."), + "url": "http://example.com/booking", + "speak_on_send": True, + "speak_on_receive": True, + "input_schema": { + "type": "object", + "properties": { + "length": { + "type": "string", + "enum": ["30m", "1hr"], + }, + "time": { + "type": "string", + "pattern": "^\d{2}:\d0[ap]m$", + }, + }, + }, + }, + }, ) -voice = vocode_client.voices.create_voice(request=play_ht_voice) ``` -```javascript TypeScript -const playHtVoice = { - type: "voice_play_ht", - voiceId: "PLAY_HT_VOICE_ID", - apiUserId: "PLAY_HT_USER_ID", - apiKey: "PLAY_HT_API_KEY, -}; -const number = await vocode.voices.createVoice(playHtVoice); -``` +For more information on how to set up actions, check out our [Actions](/actions) guide and our new beta feature +[External Actions](/external-actions) which we are using here to make the calendar API call. - +## Updating our agent -### ElevenLabs +Now that we've created our voice, prompt, and actions, we can run a query to update our agent as follows. We'll +also add an `initial_message` to our agent to greet people who call in. -We will use the `rachel` voice from ElevenLabs. Instead of updating our existing agent directly, -we'll create a new voice config and set the agent to use it. +We'll have to first grab the `agent_id` in order to make the `agent/update` request. Here's how we can grab it from our +phone number: - - -```python Python -from vocode import ElevenLabsVoiceParams - -elevenlabs_voice = ElevenLabsVoiceParams( - type="voice_eleven_labs", - voice_id="ELEVEN_LABS_VOICE_ID", - api_key="ELEVEN_LABS_API_KEY", -) -voice = vocode_client.voices.create_voice(request=elevenlabs_voice) +```python +number = vocode_client.numbers.get(phone_number="1123456789") +agent_id = number.agent_id +print(agent_id) ``` -```javascript TypeScript -const elevenlabsVoice = { - type: "voice_eleven_labs", - voiceId: "ELEVEN_LABS_VOICE_ID", - apiKey: "ELEVEN_LABS_API_KEY", -}; -const number = await vocode.voices.createVoice(elevenlabsVoice); -``` - - - -Now, we have our `voice_id` and can update our agent to use it. - - +Which should output a UUID for our agent. -```python Python -from vocode import AgentUpdateParams - -agent = vocode_client.agents.update_agent( - id="AGENT_ID", - request=AgentUpdateParams(voice="VOICE_ID"), -) ``` - -```javascript TypeScript -const agent = await vocode.agents.updateAgent({ - id: "AGENT_ID", - body: { voice: "VOICE_ID" }, -}); -console.log(agent); +ad1d802e-12ab-41c7-8726-14e119d6c92c ``` - +And now we can use the `agent_id` in our update request as follows: -## Adding an Initial Message +```python +INITIAL_MESSAGE = "Hi, this is a Vocode scheduling agent, how can I help you?" -The initial message will be spoken as soon as the call starts before the user says anything. Let's make our agent say "Hello, I am Yoda" when the call starts. - - - -```python Python -from vocode import AgentUpdateParams - -number = vocode_client.numbers.update_number( - phone_number="YOUR_NUMBER", inbound_agent=AgentUpdateParams(initial_message="Hello, I am Yoda.") +update_response = vocode_client.agents.update_agent( + id=agent_id, + request=AgentUpdateParams( + initial_message=INITIAL_MESSAGE, + prompt=prompt_id, + voice=voice_id, + actions=[end_conversation_action_id, external_action_id], + ), ) - -``` - -```javascript TypeScript -import { VocodeClient } from "@vocode/vocode-api"; - -const number = await vocode.numbers.updateNumber({ - phoneNumber: "YOUR_NUMBER", - inboundAgent: { initialMessage: "Hello, I am Yoda." }, -}); ``` - +Now our agent is ready to be a receptionist! Check it out by giving it a call. diff --git a/docs/do-not-call-detection.mdx b/docs/do-not-call-detection.mdx index 5045712472..431a2eac11 100644 --- a/docs/do-not-call-detection.mdx +++ b/docs/do-not-call-detection.mdx @@ -1,5 +1,5 @@ --- -title: "[Beta] Do Not Call detection" +title: "Do Not Call Detection" description: "Configure whether or not to run automatic estimated Do Not Call analysis" --- diff --git a/docs/getting-number.mdx b/docs/getting-number.mdx deleted file mode 100644 index dce7c09b67..0000000000 --- a/docs/getting-number.mdx +++ /dev/null @@ -1,38 +0,0 @@ ---- -title: "Getting a number" ---- - -If you're on the Free plan, you'll have to head to the [dashboard](https://app.vocode.dev) to buy numbers. The Developer and -Enterprise plans both come with numbers included in the subscription. For more info, see [Pricing](https://vocode.dev/pricing). - - - -```python Python -phone_number = vocode_client.numbers.buy_number() -``` - -```typescript TypeScript -const phoneNumber = await vocode.numbers.buyNumber(); -``` - -```bash cURL -curl --request POST \ - --url https://api.vocode.dev/v1/numbers/buy \ - --header 'Content-Type: application/json' \ - --header 'Authorization: Bearer ' -``` - - - -You'll get a response that looks like: - -```json -{ - "id": "***", - "user_id": "***", - "number": "11234567890", - "inbound_agent": {...} -} -``` - -Your phone number is now active! Call the phone number and have a conversation with your AI. diff --git a/docs/hipaa-compliance.mdx b/docs/hipaa-compliance.mdx index c48b4065cd..5a8d9f08a6 100644 --- a/docs/hipaa-compliance.mdx +++ b/docs/hipaa-compliance.mdx @@ -1,5 +1,5 @@ --- -title: "HIPAA Compliance" +title: "[Beta] HIPAA Compliance" --- The `hipaa_compliant` flag in the Vocode outbound calls API configures the system to not diff --git a/docs/machine-detection.mdx b/docs/machine-detection.mdx index d3c81aaa59..15dabcc1c5 100644 --- a/docs/machine-detection.mdx +++ b/docs/machine-detection.mdx @@ -1,5 +1,5 @@ --- -title: "Answering machine detection" +title: "Answering Machine Detection" description: "Define the behavior of the bot when no one answers the phone" --- diff --git a/docs/mint.json b/docs/mint.json index 6a61fbbcf7..405ff47654 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -53,7 +53,11 @@ }, { "group": "Vocode 101", - "pages": ["what-is-vocode", "how-it-works", "how-to-use-it"] + "pages": [ + "open-source/what-is-vocode", + "open-source/how-it-works", + "open-source/how-to-use-it" + ] }, { "group": "Guides", @@ -173,23 +177,39 @@ { "group": "Hosted Walkthrough", "pages": [ - "getting-number", + "walkthrough_intro", + "setting-up-number", "configuring-number", - "retrieve-call-data", + "setting-up-webhook" + ] + }, + { + "group": "Guides", + "pages": [ + "agents", + "prompts", + "prompt-engineering", + "voices", + "webhooks", + "actions", "conversational-dials", - "setting-up-webhook", - "using-actions", - "external-actions", - "vectordb", - "multilingual", - "injecting-context", + "retrieve-call-data", "machine-detection", - "ivr-navigation", - "hipaa-compliance", "do-not-call-detection", "bring-your-own-telephony", "bring-your-own-openai" ] + }, + { + "group": "Beta Features", + "pages": [ + "external-actions", + "multilingual", + "injecting-context", + "ivr-navigation", + "vectordb", + "hipaa-compliance" + ] } ], "api": { diff --git a/docs/how-it-works.mdx b/docs/open-source/how-it-works.mdx similarity index 100% rename from docs/how-it-works.mdx rename to docs/open-source/how-it-works.mdx diff --git a/docs/how-to-use-it.mdx b/docs/open-source/how-to-use-it.mdx similarity index 100% rename from docs/how-to-use-it.mdx rename to docs/open-source/how-to-use-it.mdx diff --git a/docs/what-is-vocode.mdx b/docs/open-source/what-is-vocode.mdx similarity index 90% rename from docs/what-is-vocode.mdx rename to docs/open-source/what-is-vocode.mdx index 3f6c46be8b..1540138e80 100644 --- a/docs/what-is-vocode.mdx +++ b/docs/open-source/what-is-vocode.mdx @@ -1,6 +1,6 @@ --- title: "What is Vocode" -description: "The one-stop solution for building voice applications with language models" +description: "The one-stop solution for building voice Agents" --- # 3 core pieces: diff --git a/docs/prompt-engineering.mdx b/docs/prompt-engineering.mdx new file mode 100644 index 0000000000..9003286ebb --- /dev/null +++ b/docs/prompt-engineering.mdx @@ -0,0 +1,6 @@ +--- +title: "Prompt Engineering" +description: "🚧 Under construction" +--- + +# diff --git a/docs/prompts.mdx b/docs/prompts.mdx new file mode 100644 index 0000000000..e0d470b069 --- /dev/null +++ b/docs/prompts.mdx @@ -0,0 +1,39 @@ +--- +title: "Prompts" +description: "How to instruct your agents" +--- + +# Prompt Basics + +Prompts are instructions that you can write in natural language to instruct Vocode Agents how to behave. In this guide, +we'll cover how prompts are represented in the Vocode API. For best practices on prompting, check out our guide on [Prompt Engineering](/prompt-engineering). + +# Vocode Prompts + +Standard prompts can only contain raw text. Here is an example for how to create a standard prompt: + +```python +PROMPT = """ +sample prompt +""" + +prompt = vocode_client.prompts.create_prompt(request=PromptParams(content=PROMPT)) +``` + +We can assign this to an agent via the agent update endpoint like so: + +```python +update_response = vocode_client.agents.update_agent( + id=agent_id, + request=AgentUpdateParams( + prompt=prompt.id, + ), +) +``` + +# Prompt Engineering + +Prompt engineering is a critical part of setting up your agent correctly. Poorly instructing your agent could cause it to +underperform expectations. + +We've compiled some best practices in our guide for [Prompt Engineering](/prompt-engineering). diff --git a/docs/setting-up-number.mdx b/docs/setting-up-number.mdx new file mode 100644 index 0000000000..33cda50723 --- /dev/null +++ b/docs/setting-up-number.mdx @@ -0,0 +1,79 @@ +--- +title: "Setting up your number" +--- + +We're going to start by getting a number that we can use for our receptionist. There are two ways to get numbers compatible +with Vocode: + +1. Linking your own telephony provider via [BYO Telephony](/bring-your-own-telephony). +2. Purchasing a number directly via Vocode telephony. + +If you're on the Free plan, you'll have to upgrade your account in order to either purchase numbers via Vocode telephony or +to link your own Twilio account via [BYO Telephony](/bring-your-own-telephony). + +# Linking your own Twilio numbers + +You can link your own telephony account once you've upgraded your plan by following the +documentation in [BYO Telephony](/bring-your-own-telephony). We'll quickly walk through the steps here for adding your own +Twilio account. + +First, we're going to link our Twilio account via [Account Connections](/account-connections). + +```python +account_connection = vocode_client.account_connections.create_account_connection( + request={ + "type": "account_connection_twilio", + "credentials": { + "twilio_account_sid": os.getenv("TWILIO_ACCOUNT_SID"), + "twilio_auth_token": os.getenv("TWILIO_AUTH_TOKEN"), + }, + } +) +``` + +Now, once we have a phone number from our Twilio account, we can link it to Vocode using the link number functionality. + +```python +number_to_link = "1123456789" +print( + vocode_client.numbers.link_number( + phone_number=number_to_link, + telephony_account_connection=account_connection_id, + ) +) +``` + +# Buying a number + +You can use the `numbers/buy` endpoint to purchase numbers via Vocode telephony or via your own account connection. Here, +we purchase one using Vocode telephony. + + + +```python Python +phone_number = vocode_client.numbers.buy_number(BuyPhoneNumberRequest(area_code="415", telephony_provider="twilio")) +``` + +```typescript TypeScript +const phoneNumber = await vocode.numbers.buyNumber(); +``` + + + +You can specify which telephony provider you want to use, the current supported options are: `twilio` and `vonage`. + +You'll get a response that looks like: + +```json +{ + "id": "***", + "user_id": "***", + "number": "11234567890", + "inbound_agent": {...}, + "telephony_provider": "twilio", + "telephony_account_connection": null, + ... +} +``` + +Your phone number is now active! Let's start configuring the number to work as our receptionist. diff --git a/docs/setting-up-webhook.mdx b/docs/setting-up-webhook.mdx index 4f56f40f92..f3c29a7b7b 100644 --- a/docs/setting-up-webhook.mdx +++ b/docs/setting-up-webhook.mdx @@ -1,17 +1,14 @@ --- -title: "Setting up webhooks" -description: "Listen to events on your phone calls" +title: "Setting up a webhook" --- -You can set up webhooks on agents so that you can -listen to events in realtime or for post-call automation. +Now that we have our receptionist Agent configured, we want to set up an automation so that every time we +receive a call, we can process the results once the call has ended. -## Adding Webhooks +## Setting up our webhook -To get data from the agent during a call, you can add a webhook and assign it to listen for specific events. -Let's send a POST request to "https://example.com" every time a call ends. - - +We'll use the [Webhooks](/webhooks) feature on the Agent to configure our automations. First, let's create a +webhook that posts to `"https://example.com"` every time a call ends. ```python Python from vocode import AgentUpdateParams, EventType, HttpMethod, WebhookUpdateParams @@ -21,40 +18,37 @@ new_webhook = WebhookUpdateParams( url="https://example.com", method=HttpMethod.POST, ) +``` -number = vocode_client.numbers.update_number( - phone_number="YOUR_NUMBER", - inbound_agent=AgentUpdateParams( - webhook=new_webhook, +Now, we can add this to our Agent by using the `agent/update` endpoint like before: + +```python Python +update_response = vocode_client.agents.update_agent( + id=agent_id, + request=AgentUpdateParams( + webhook=new_webhook.id ), ) ``` -```javascript TypeScript -import { EventType, HttpMethod } from "@vocode/vocode-api/api"; - -const number = await vocode.numbers.updateNumber({ - phoneNumber: "YOUR_NUMBER", - inboundAgent: { - webhook: { - subscriptions: [EventType.EventPhoneCallConnected], - url: "https://example.com", - method: HttpMethod.Post, - }, - }, -}); -``` +## Sample webhook server + +In order to process the result of our webhook, we can set up a simple endpoint to receive +webhook messages from Vocode. In this example, our webhook server will listen for `PHONE_CALL_ENDED` +events and send notifications. - +The webhook event body looks like this -## EventTypes +```python +{ + call_id: CALL_ID, + event: +} +``` -The full list of `EventType` is listed here: +```python +def process_webhook(event): + send_notification(event.call_id) +``` -- `EVENT_MESSAGE`: A message in the conversation. -- `EVENT_ACTION`: An action taken during the conversation. -- `EVENT_PHONE_CALL_CONNECTED`: Indicating the phone call has connected. -- `EVENT_PHONE_CALL_ENDED`: Indicating the phone call has ended. -- `EVENT_TRANSCRIPT`: The transcription of the entire conversation. -- `EVENT_RECORDING`: The recording of the conversation has become available. -- `EVENT_HUMAN_DETECTION`: Indicating whether a human or a machine has picked up the phone. +For a full list of webhook events and other capabilities, check out our guide on [Webhooks](/webhooks). diff --git a/docs/vectordb.mdx b/docs/vectordb.mdx index efcc3eb7b3..69d27072e4 100644 --- a/docs/vectordb.mdx +++ b/docs/vectordb.mdx @@ -1,5 +1,5 @@ --- -title: "Vector databases" +title: "[Beta] Vector databases" description: "Give your agents knowledge via embeddings" --- diff --git a/docs/voices.mdx b/docs/voices.mdx new file mode 100644 index 0000000000..02b236a44d --- /dev/null +++ b/docs/voices.mdx @@ -0,0 +1,44 @@ +--- +title: "Voices" +description: "Make your agents sound the way you want them to" +--- + +# Voice Basics + +Vocode supports several different TTS models, giving you maximum flexibility and control +over the voice of your agents. Our current list of supported model providers is: + +- [Play.ht](https://play.ht) +- [ElevenLabs](https://elevenlabs.io) +- [Rime](https://rime.ai) +- [Azure](https://azure.com) + +## Vocode curated voices + +Choosing a voice isn't easy, so the Vocode team has curated a list of voices that we think are the best +across the different providers and use cases. These can be found here: + +[] + +We also are compatible with any stock voice from our provider list. You can reach us on Slack and we can add it to our +voice list. + +## Voice clones + +For enterprise customers, we can add cloned voices on a case-by-case basis. Please reach out to us on Slack if you'd like +to explore custom cloned voices. + +## Setting up your voides + +### Play.ht voice + +### ElevenLabs voice + +### Rime voice + +### Azure voice + +### [Legacy] BYO TTS + +In previous versions of Vocode, we allowed customers to bring their own TTS accounts +but we are no longer supporting this as of April 2024. diff --git a/docs/walkthrough_intro.mdx b/docs/walkthrough_intro.mdx new file mode 100644 index 0000000000..7cb3ab26a0 --- /dev/null +++ b/docs/walkthrough_intro.mdx @@ -0,0 +1,20 @@ +--- +title: "Intro" +description: "Setting up a simple receptionist agent" +--- + +Welcome to the Vocode API! We've got a lot of powerful features that we're going to illustrate +by setting up a receptionist agent that can take calls and book calendar appointments. + +We'll cover how to do it step-by-step entirely via API or you could also follow along usig our +[Dashboard]("https://dashboard.vocode.dev). + +In particular, we'll go through the following steps: + +1. Setting up a phone number +2. Configuring the number with an inbound agent +3. Modifying the agent prompt, voice, and actions +4. Setting up a webhook to listen to call updates +5. Retrieving call data via API + +Let's start with setting up our phone number. diff --git a/docs/webhooks.mdx b/docs/webhooks.mdx index 8a8437ca16..20ce37e07d 100644 --- a/docs/webhooks.mdx +++ b/docs/webhooks.mdx @@ -1,4 +1,60 @@ --- title: "Webhooks" -description: "🚧 Under construction" +description: "Listen to events on your phone calls and set up automations" --- + +You can set up webhooks on agents so that you can +listen to events in realtime or for post-call automation. + +## Adding Webhooks + +To get data from the agent during a call, you can add a webhook and assign it to listen for specific events. +Let's send a POST request to "https://example.com" every time a call ends. + + + +```python Python +from vocode import AgentUpdateParams, EventType, HttpMethod, WebhookUpdateParams + +new_webhook = WebhookUpdateParams( + subscriptions=[EventType.EVENT_PHONE_CALL_ENDED], + url="https://example.com", + method=HttpMethod.POST, +) + +number = vocode_client.numbers.update_number( + phone_number="YOUR_NUMBER", + inbound_agent=AgentUpdateParams( + webhook=new_webhook, + ), +) +``` + +```javascript TypeScript +import { EventType, HttpMethod } from "@vocode/vocode-api/api"; + +const number = await vocode.numbers.updateNumber({ + phoneNumber: "YOUR_NUMBER", + inboundAgent: { + webhook: { + subscriptions: [EventType.EventPhoneCallConnected], + url: "https://example.com", + method: HttpMethod.Post, + }, + }, +}); +``` + + + +## EventTypes + +The full list of `EventType` is listed here: + +- `EVENT_MESSAGE`: A message in the conversation. +- `EVENT_ACTION`: An action taken during the conversation. +- `EVENT_PHONE_CALL_CONNECTED`: Indicating the phone call has connected. +- `EVENT_PHONE_CALL_ENDED`: Indicating the phone call has ended. +- `EVENT_TRANSCRIPT`: The transcription of the entire conversation. +- `EVENT_RECORDING`: The recording of the conversation has become available. +- `EVENT_HUMAN_DETECTION`: Indicating whether a human or a machine has picked up the phone. From 3f97e3982c473874204ee75563baa8ce4cd22b52 Mon Sep 17 00:00:00 2001 From: Kian Date: Fri, 19 Apr 2024 18:46:34 -0700 Subject: [PATCH 071/148] remove unused files --- ...hrase-triggers.mdx => action-triggers.mdx} | 16 +- docs/actions.mdx | 219 +++++++++++++++++- docs/agents.mdx | 8 +- docs/call-object.mdx | 4 - docs/inbound-calls.mdx | 8 - docs/mint.json | 4 +- docs/outbound-calls.mdx | 4 - docs/setting-up-webhook.mdx | 18 +- docs/voices.mdx | 41 +++- docs/welcome.mdx | 2 +- 10 files changed, 270 insertions(+), 54 deletions(-) rename docs/{phrase-triggers.mdx => action-triggers.mdx} (82%) delete mode 100644 docs/call-object.mdx delete mode 100644 docs/inbound-calls.mdx delete mode 100644 docs/outbound-calls.mdx diff --git a/docs/phrase-triggers.mdx b/docs/action-triggers.mdx similarity index 82% rename from docs/phrase-triggers.mdx rename to docs/action-triggers.mdx index 4fe434ffa9..3dd2015239 100644 --- a/docs/phrase-triggers.mdx +++ b/docs/action-triggers.mdx @@ -1,11 +1,13 @@ --- -title: "[Beta] Phrase Triggers" -description: "Configure Vocode actions to run based on spoken phrases by the agent" +title: "Action Triggers" +description: "Configure Vocode actions to run based on different triggers" --- +# Phrase Triggers + Phrase triggers allow users to more explicitly control the behavior of their agents by configuring actions to run only once a bot has spoken a particular phrase. For example, you can configure an agent to transfer a call to a human agent only after the bot has said "I will transfer now". -# Creating a phrase trigger +## Creating a phrase trigger You can create a phrase trigger as follows: @@ -36,7 +38,7 @@ In this example, the action that this phrase trigger is attached to will fire on `"phrase_condition_type_contains"` is the only condition type supported at this time, and does not match case, so in the above example, if the bot said "Okay, you can speak to a human now", the phrase trigger would still fire. -# Configuring your action +## Configuring your action ```python from vocode import ( @@ -57,7 +59,11 @@ vocode_client.agents.update_agent( ) ``` -To switch back to the default behavior, use a `FunctionCallActionTrigger`. +# [Default] Function Call Triggers + +To switch back to the default behavior, use a `FunctionCallActionTrigger`. These are open ended, meaning the +Agent will decide when to use the action based on its prompting. Note that is is primarily achieved via the [Prompt](/prompts) +but for [External Actions](/external-actions), it is also dependent on the description field. ```python from vocode import FunctionCallActionTrigger diff --git a/docs/actions.mdx b/docs/actions.mdx index 3887640974..c58d5c8111 100644 --- a/docs/actions.mdx +++ b/docs/actions.mdx @@ -1,6 +1,221 @@ --- title: "Actions" -description: "🚧 Under construction" +description: "Give your agents the ability to execute actions" --- -# +Vocode agents can decide to take actions synchronously during calls. There are two ways to configure actions: + +1. Phrase Triggers +2. Function Call Triggers (default) + +See [Action Triggers](/action-triggers) for information on how to configure triggers. Below is the list of actions that an agent can perform: + +#### EndConversation + +`EndConversation` allows the agent to end the call, e.g. if the user says "Goodbye!" + + + +```python Python +vocode_client.actions.create_action( + request={ + "type": "action_end_conversation", + } +) +``` + +```typescript TypeScript +const number = await vocode.actions.createAction({ + type: "action_end_conversation", +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/actions/create \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "type": "action_end_conversation" +}' +``` + + + +#### DTMF + +`DTMF` allows the agent to hit dial tones during a call, e.g. navigating a phone tree + + + +```python Python +vocode_client.actions.create_action( + request={ + "type":"action_dtmf", + } +) +``` + +```typescript TypeScript +const number = await vocode.actions.createAction({ + type: "action_dtmf", +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/actions/create \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "type": "action_dtmf" +}' +``` + + + +#### TransferCall + +`TransferCall` allows the agent to transfer the call to another phone number + + + +```python Python +vocode_client.actions.create_action( + request={ + "type":"action_transfer_call", + "config":{ + "phone_number":"11234567890" + } + } +) +``` + +```typescript TypeScript +const number = await vocode.actions.createAction({ + type: "action_transfer_call", + config: { + phoneNumber: "11234567890", + }, +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/actions/create \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "type": "action_transfer_call", + "config": { + "phone_number": "11234567890" + } +}' +``` + + + +You can attach these as IDs to your phone number agent as follows: + + + +```python Python +from vocode import AgentUpdateParams + +vocode_client.numbers.update_number( + phone_number="11234567890", + inbound_agent=AgentUpdateParams( + actions=[""] + ) +) +``` + +```typescript TypeScript +vocode.numbers.updateNumber({ + phoneNumber: "11234567890", + inboundAgent: { + actions: [""], + }, +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/numbers/update?phone_number=11234567890 \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "inbound_agent": { + "actions": [""] + } +}' +``` + + + +You can also add these as actions as raw payloads as follows: + + + +```python Python +from vocode import AgentUpdateParams, TransferCallActionUpdateParams + +vocode_client.numbers.update_number( + phone_number="11234567890", + inbound_agent=AgentUpdateParams( + actions=[TransferCallActionUpdateParams( + type="action_transfer_call", + config={ + "phone_number":"11234567890" + } + )] + ) +) +``` + +```typescript TypeScript +vocode.numbers.updateNumber({ + phoneNumber: "11234567890", + inboundAgent: { + actions: [ + { + type: "action_transfer_call", + config: { + phoneNumber: "11234567890", + }, + }, + ], + }, +}); +``` + +```bash cURL +curl --request POST \ + --url https://api.vocode.dev/v1/numbers/update?phone_number=11234567890 \ + --header 'Content-Type: application/json' \ + --header 'Authorization: Bearer ' + --data '{ + "inbound_agent": { + "actions": [{ + "type": "action_transfer_call", + "config": { + "phone_number": "11234567890" + } + }] + } +}' +``` + + + +#### [Beta] ExternalAction + +`ExternalAction` allows your agent communicate with an External API and include the response as context in the conversation. + +See [External Actions](/external-actions). + +#### [Beta] Warm Transfer + +Allows your agent to conference in another party into the call. + +See [Warm Transfer](/warm-transfer). diff --git a/docs/agents.mdx b/docs/agents.mdx index 347a69da4f..6dc809afae 100644 --- a/docs/agents.mdx +++ b/docs/agents.mdx @@ -30,9 +30,5 @@ agent behavior: - `initial_message` controls the agents first utterance. - `initial_message_delay` adds a delay to the initial message from when the call begins - `ask_if_human_present_on_idle` allows the agent to speak when there is more than 4s of silence on the call -- `llm_temperature` controls the behavior of the underlying language model. Values can range from X to Y, with higher - values leading to more consistent replies. - -# Example: creating an agent - -# Example: updating an agent +- `llm_temperature` controls the behavior of the underlying language model. Values can range from 0 to 1, with higher + values leading to more diverse and creative results. Lower values generate more consistent outputs. diff --git a/docs/call-object.mdx b/docs/call-object.mdx deleted file mode 100644 index 1dd1cab4f9..0000000000 --- a/docs/call-object.mdx +++ /dev/null @@ -1,4 +0,0 @@ ---- -title: "Call Object" -description: "🚧 Under construction" ---- \ No newline at end of file diff --git a/docs/inbound-calls.mdx b/docs/inbound-calls.mdx deleted file mode 100644 index c13b581bf4..0000000000 --- a/docs/inbound-calls.mdx +++ /dev/null @@ -1,8 +0,0 @@ ---- -title: "Inbound Calls" -description: "🚧 Under construction" ---- - -# Buying a number - -# Configuring a number diff --git a/docs/mint.json b/docs/mint.json index 45cd2d123a..bd97c3dbd9 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -192,10 +192,9 @@ "voices", "webhooks", "actions", + "action-triggers", "conversational-dials", "retrieve-call-data", - "phrase-triggers", - "warm-transfer", "machine-detection", "do-not-call-detection", "bring-your-own-telephony", @@ -206,6 +205,7 @@ "group": "Beta Features", "pages": [ "external-actions", + "warm-transfer", "multilingual", "injecting-context", "ivr-navigation", diff --git a/docs/outbound-calls.mdx b/docs/outbound-calls.mdx deleted file mode 100644 index 58b62757d1..0000000000 --- a/docs/outbound-calls.mdx +++ /dev/null @@ -1,4 +0,0 @@ ---- -title: "Outbound Calls" -description: "🚧 Under construction" ---- diff --git a/docs/setting-up-webhook.mdx b/docs/setting-up-webhook.mdx index f3c29a7b7b..2505729c5b 100644 --- a/docs/setting-up-webhook.mdx +++ b/docs/setting-up-webhook.mdx @@ -34,21 +34,7 @@ update_response = vocode_client.agents.update_agent( ## Sample webhook server In order to process the result of our webhook, we can set up a simple endpoint to receive -webhook messages from Vocode. In this example, our webhook server will listen for `PHONE_CALL_ENDED` -events and send notifications. - -The webhook event body looks like this - -```python -{ - call_id: CALL_ID, - event: -} -``` - -```python -def process_webhook(event): - send_notification(event.call_id) -``` +webhook messages from Vocode. [Webhook.site](https://webhook.site) makes it very easy to set up +a sample endpoint. For a full list of webhook events and other capabilities, check out our guide on [Webhooks](/webhooks). diff --git a/docs/voices.mdx b/docs/voices.mdx index 02b236a44d..ea7ecdd2a8 100644 --- a/docs/voices.mdx +++ b/docs/voices.mdx @@ -13,12 +13,10 @@ over the voice of your agents. Our current list of supported model providers is: - [Rime](https://rime.ai) - [Azure](https://azure.com) -## Vocode curated voices +## [Coming Soon] Vocode curated voices Choosing a voice isn't easy, so the Vocode team has curated a list of voices that we think are the best -across the different providers and use cases. These can be found here: - -[] +across the different providers and use cases. We also are compatible with any stock voice from our provider list. You can reach us on Slack and we can add it to our voice list. @@ -28,15 +26,46 @@ voice list. For enterprise customers, we can add cloned voices on a case-by-case basis. Please reach out to us on Slack if you'd like to explore custom cloned voices. -## Setting up your voides +## Setting up new voices ### Play.ht voice +```python +voice = vocode_client.voices.create_voice( + request={ + "type": "voice_play_ht", + "voice_id": "voice_id", + "version": "2", + }, +) +``` + ### ElevenLabs voice +```python +voice = vocode_client.voices.create_voice( + request={ + "type": "voice_eleven_labs", + "voice_id": "06oPEcZqPWhZ2IeTcOJc", + "stability": ".2", + "similarity_boost": ".75", + "model_id": "eleven_turbo_v2", + "optimize_streaming_latency": "4", + } +) +``` + ### Rime voice -### Azure voice +```python +voice = vocode_client.voices.create_voice( + request={ + "type": "voice_rime", + "speaker": "amber", + "model_id": "mist", + }, +) +``` ### [Legacy] BYO TTS diff --git a/docs/welcome.mdx b/docs/welcome.mdx index 33d2bd0117..e3e41f0bca 100644 --- a/docs/welcome.mdx +++ b/docs/welcome.mdx @@ -1,7 +1,7 @@ --- title: "Vocode" sidebarTitle: "Welcome" -description: "Vocode is an open-source library for building voice-based LLM applications." +description: "Vocode is an open-source library for building voice Agents." --- ## Introduction From cfd2eb44308cfe28136b409e22706bd5465b6c46 Mon Sep 17 00:00:00 2001 From: Sebastian Rojo Date: Fri, 3 May 2024 17:27:36 -0500 Subject: [PATCH 072/148] =?UTF-8?q?Update=20Black=20and=20lint=20the=20cod?= =?UTF-8?q?ebase=20to=20improve=20code=20quality=20and=20consis=E2=80=A6?= =?UTF-8?q?=20(#541)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Update Black and lint the codebase to improve code quality and consistency, closes #450 * Remove logger from telephony_server initialization --- .pre-commit-config.yaml | 24 ++++----- apps/telephony_app/main.py | 1 - contributing.md | 2 +- playground/streaming/tracing_utils.py | 13 ++--- poetry.lock | 54 +++++++++---------- pyproject.toml | 2 +- vocode/helpers.py | 8 +-- vocode/streaming/action/transfer_call.py | 4 +- vocode/streaming/action/worker.py | 16 +++--- vocode/streaming/agent/base_agent.py | 12 ++--- vocode/streaming/agent/factory.py | 2 +- vocode/streaming/agent/gpt4all_agent.py | 8 +-- vocode/streaming/agent/utils.py | 24 +++++---- .../streaming/client_backend/conversation.py | 8 +-- vocode/streaming/models/events.py | 2 +- .../output_device/base_output_device.py | 2 +- .../output_device/websocket_output_device.py | 1 - .../streaming/synthesizer/base_synthesizer.py | 12 ++--- .../transcriber/assembly_ai_transcriber.py | 23 ++++++-- .../transcriber/azure_transcriber.py | 6 +-- .../streaming/transcriber/base_transcriber.py | 1 + vocode/streaming/utils/__init__.py | 4 +- .../utils/conversation_logger_adapter.py | 6 ++- .../synthesizer/base_synthesizer.py | 1 + .../synthesizer/coqui_synthesizer.py | 32 ++++++----- 25 files changed, 151 insertions(+), 117 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 939b311ee2..7b36c0a0bd 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,13 +1,13 @@ repos: -- repo: https://github.com/psf/black - rev: 23.1.0 - hooks: - - id: black -- repo: https://github.com/pre-commit/mirrors-mypy - rev: v1.8.0 - hooks: - - id: mypy - args: [--ignore-missing-imports, ./] - language: system - pass_filenames: false - stages: [pre-push] + - repo: https://github.com/psf/black + rev: 24.4.2 + hooks: + - id: black + - repo: https://github.com/pre-commit/mirrors-mypy + rev: v1.8.0 + hooks: + - id: mypy + args: [--ignore-missing-imports, ./] + language: system + pass_filenames: false + stages: [pre-push] diff --git a/apps/telephony_app/main.py b/apps/telephony_app/main.py index d44d46f155..b6ed34cbef 100644 --- a/apps/telephony_app/main.py +++ b/apps/telephony_app/main.py @@ -73,7 +73,6 @@ account_sid=os.environ["TWILIO_ACCOUNT_SID"], auth_token=os.environ["TWILIO_AUTH_TOKEN"], ), - logger=logger, ) ], agent_factory=SpellerAgentFactory(), diff --git a/contributing.md b/contributing.md index ba601c21d9..69cd6a98c7 100644 --- a/contributing.md +++ b/contributing.md @@ -40,7 +40,7 @@ If you submit a PR, we'd love to feature your contribution on Twitter so please ## Linting and Typechecking -We use [`black`](https://black.readthedocs.io/en/stable/) for linting. If you're using VSCode, code should auto-format automatically. Otherwise, run the following script before pushing: +We use [`black`](https://black.readthedocs.io/en/stable/) for linting. If you're using [VSCode](https://code.visualstudio.com/docs/editor/codebasics#_formatting), code should auto-format automatically. Otherwise, run the following script before pushing: ``` make lint_diff diff --git a/playground/streaming/tracing_utils.py b/playground/streaming/tracing_utils.py index c6b543c5ff..a923437842 100644 --- a/playground/streaming/tracing_utils.py +++ b/playground/streaming/tracing_utils.py @@ -51,12 +51,13 @@ def get_final_metrics(scope_metrics, final_spans=None): agent_str = metric_name.split(".", 1)[1].rsplit(".", 1)[0] generate_total_key = f"agent.{agent_str}.generate_total" respond_total_key = f"agent.{agent_str}.respond_total" - final_metrics[ - f"agent.{agent_str}.characters_per_second" - ] = raw_metric.value / ( - sum(final_spans[generate_total_key]) - if generate_total_key in final_spans - else sum(final_spans[respond_total_key]) + final_metrics[f"agent.{agent_str}.characters_per_second"] = ( + raw_metric.value + / ( + sum(final_spans[generate_total_key]) + if generate_total_key in final_spans + else sum(final_spans[respond_total_key]) + ) ) else: try: diff --git a/poetry.lock b/poetry.lock index acdb3a03b0..04b2b07965 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""} +typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""} [package.extras] colorama = ["colorama (>=0.4.3)"] -d = ["aiohttp (>=3.7.4)"] +d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] uvloop = ["uvloop (>=0.15.2)"] @@ -3796,4 +3796,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<3.12" -content-hash = "b4f87f3ba43e7fe33f78e8f0e14272167fbb1bb437d73cbfb3cae86e9afb98bd" +content-hash = "69f7c4477423f9ac80c4ad74767eb35a1b001498da8d9b207c3d00f0cab832ff" diff --git a/pyproject.toml b/pyproject.toml index e367dfe4cb..e43119d8bb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -48,7 +48,7 @@ langchain-community = "^0.0.16" [tool.poetry.group.lint.dependencies] -black = "^23.1.0" +black = "^24.4.2" [tool.poetry.group.dev.dependencies] diff --git a/vocode/helpers.py b/vocode/helpers.py index 97639bffae..ac95014ffc 100644 --- a/vocode/helpers.py +++ b/vocode/helpers.py @@ -40,9 +40,11 @@ def create_streaming_microphone_input_and_speaker_output( ): return _create_microphone_input_and_speaker_output( microphone_class=StreamingMicrophoneInput, - speaker_class=BlockingStreamingSpeakerOutput - if use_blocking_speaker_output - else StreamingSpeakerOutput, + speaker_class=( + BlockingStreamingSpeakerOutput + if use_blocking_speaker_output + else StreamingSpeakerOutput + ), use_default_devices=use_default_devices, input_device_name=input_device_name, output_device_name=output_device_name, diff --git a/vocode/streaming/action/transfer_call.py b/vocode/streaming/action/transfer_call.py index efc6b67068..e9aff02528 100644 --- a/vocode/streaming/action/transfer_call.py +++ b/vocode/streaming/action/transfer_call.py @@ -31,7 +31,9 @@ class TransferCall( TransferCallActionConfig, TransferCallParameters, TransferCallResponse ] ): - description: str = "transfers the call. use when you need to connect the active call to another phone line." + description: str = ( + "transfers the call. use when you need to connect the active call to another phone line." + ) parameters_type: Type[TransferCallParameters] = TransferCallParameters response_type: Type[TransferCallResponse] = TransferCallResponse diff --git a/vocode/streaming/action/worker.py b/vocode/streaming/action/worker.py index 4bc5f309df..6ca876f6b2 100644 --- a/vocode/streaming/action/worker.py +++ b/vocode/streaming/action/worker.py @@ -46,12 +46,16 @@ async def process(self, item: InterruptibleEvent[ActionInput]): conversation_id=action_input.conversation_id, action_input=action_input, action_output=action_output, - vonage_uuid=action_input.vonage_uuid - if isinstance(action_input, VonagePhoneCallActionInput) - else None, - twilio_sid=action_input.twilio_sid - if isinstance(action_input, TwilioPhoneCallActionInput) - else None, + vonage_uuid=( + action_input.vonage_uuid + if isinstance(action_input, VonagePhoneCallActionInput) + else None + ), + twilio_sid=( + action_input.twilio_sid + if isinstance(action_input, TwilioPhoneCallActionInput) + else None + ), is_quiet=action.quiet, ) ) diff --git a/vocode/streaming/agent/base_agent.py b/vocode/streaming/agent/base_agent.py index 8c2b5c2f3a..b39d40013d 100644 --- a/vocode/streaming/agent/base_agent.py +++ b/vocode/streaming/agent/base_agent.py @@ -140,9 +140,9 @@ def __init__( interruptible_event_factory: InterruptibleEventFactory = InterruptibleEventFactory(), logger: Optional[logging.Logger] = None, ): - self.input_queue: asyncio.Queue[ - InterruptibleEvent[AgentInput] - ] = asyncio.Queue() + self.input_queue: asyncio.Queue[InterruptibleEvent[AgentInput]] = ( + asyncio.Queue() + ) self.output_queue: asyncio.Queue[ InterruptibleAgentResponseEvent[AgentResponse] ] = asyncio.Queue() @@ -154,9 +154,9 @@ def __init__( interruptible_event_factory=interruptible_event_factory, ) self.action_factory = action_factory - self.actions_queue: asyncio.Queue[ - InterruptibleEvent[ActionInput] - ] = asyncio.Queue() + self.actions_queue: asyncio.Queue[InterruptibleEvent[ActionInput]] = ( + asyncio.Queue() + ) self.logger = logger or logging.getLogger(__name__) self.goodbye_model = None if self.agent_config.end_conversation_on_goodbye: diff --git a/vocode/streaming/agent/factory.py b/vocode/streaming/agent/factory.py index 3cd0f162f4..6acd75af10 100644 --- a/vocode/streaming/agent/factory.py +++ b/vocode/streaming/agent/factory.py @@ -20,7 +20,7 @@ InformationRetrievalAgentConfig, LLMAgentConfig, RESTfulUserImplementedAgentConfig, - LlamacppAgentConfig + LlamacppAgentConfig, ) diff --git a/vocode/streaming/agent/gpt4all_agent.py b/vocode/streaming/agent/gpt4all_agent.py index 3847190c69..61087fb8f3 100644 --- a/vocode/streaming/agent/gpt4all_agent.py +++ b/vocode/streaming/agent/gpt4all_agent.py @@ -10,9 +10,11 @@ def __init__(self, agent_config: GPT4AllAgentConfig): self.turn_based_agent = TurnBasedGPT4AllAgent( model_path=agent_config.model_path, system_prompt=agent_config.prompt_preamble, - initial_message=agent_config.initial_message.text - if agent_config.initial_message - else None, + initial_message=( + agent_config.initial_message.text + if agent_config.initial_message + else None + ), ) async def respond( diff --git a/vocode/streaming/agent/utils.py b/vocode/streaming/agent/utils.py index 31b4864fc9..0ce4df77fe 100644 --- a/vocode/streaming/agent/utils.py +++ b/vocode/streaming/agent/utils.py @@ -50,9 +50,11 @@ async def collate_response_async( possible_list_item = bool(re.match(r"^\d+[ .]", buffer)) ends_with_money = bool(re.findall(r"\$\d+.$", buffer)) if re.findall( - list_item_ending_pattern - if possible_list_item - else sentence_endings_pattern, + ( + list_item_ending_pattern + if possible_list_item + else sentence_endings_pattern + ), token, ): if not ends_with_money: @@ -88,12 +90,16 @@ async def openai_get_tokens(gen) -> AsyncGenerator[Union[str, FunctionFragment], yield token elif "function_call" in delta and delta["function_call"] is not None: yield FunctionFragment( - name=delta["function_call"]["name"] - if "name" in delta["function_call"] - else "", - arguments=delta["function_call"]["arguments"] - if "arguments" in delta["function_call"] - else "", + name=( + delta["function_call"]["name"] + if "name" in delta["function_call"] + else "" + ), + arguments=( + delta["function_call"]["arguments"] + if "arguments" in delta["function_call"] + else "" + ), ) diff --git a/vocode/streaming/client_backend/conversation.py b/vocode/streaming/client_backend/conversation.py index 1d7b008739..da3a2be0d0 100644 --- a/vocode/streaming/client_backend/conversation.py +++ b/vocode/streaming/client_backend/conversation.py @@ -78,9 +78,11 @@ def get_conversation( agent=self.agent_thunk(), synthesizer=synthesizer, conversation_id=start_message.conversation_id, - events_manager=TranscriptEventManager(output_device, self.logger) - if start_message.subscribe_transcript - else None, + events_manager=( + TranscriptEventManager(output_device, self.logger) + if start_message.subscribe_transcript + else None + ), logger=self.logger, ) diff --git a/vocode/streaming/models/events.py b/vocode/streaming/models/events.py index aa0c9883d8..9d9a143a92 100644 --- a/vocode/streaming/models/events.py +++ b/vocode/streaming/models/events.py @@ -38,4 +38,4 @@ class RecordingEvent(Event, type=EventType.RECORDING): class ActionEvent(Event, type=EventType.ACTION): action_input: Optional[dict] = None - action_output: Optional[dict] = None \ No newline at end of file + action_output: Optional[dict] = None diff --git a/vocode/streaming/output_device/base_output_device.py b/vocode/streaming/output_device/base_output_device.py index 123ad04f9f..52bb7bcbe1 100644 --- a/vocode/streaming/output_device/base_output_device.py +++ b/vocode/streaming/output_device/base_output_device.py @@ -11,7 +11,7 @@ def start(self): def consume_nonblocking(self, chunk: bytes): raise NotImplemented - + def maybe_send_mark_nonblocking(self, message): pass diff --git a/vocode/streaming/output_device/websocket_output_device.py b/vocode/streaming/output_device/websocket_output_device.py index 3518564df8..53f82f622d 100644 --- a/vocode/streaming/output_device/websocket_output_device.py +++ b/vocode/streaming/output_device/websocket_output_device.py @@ -9,7 +9,6 @@ from vocode.streaming.models.transcript import TranscriptEvent - class WebsocketOutputDevice(BaseOutputDevice): def __init__( self, ws: WebSocket, sampling_rate: int, audio_encoding: AudioEncoding diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index 99733fbdc8..0ca78464a8 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -248,12 +248,12 @@ async def experimental_mp3_streaming_output_generator( chunk_size: int, create_speech_span: Optional[Span], ) -> AsyncGenerator[SynthesisResult.ChunkResult, None]: - miniaudio_worker_input_queue: asyncio.Queue[ - Union[bytes, None] - ] = asyncio.Queue() - miniaudio_worker_output_queue: asyncio.Queue[ - Tuple[bytes, bool] - ] = asyncio.Queue() + miniaudio_worker_input_queue: asyncio.Queue[Union[bytes, None]] = ( + asyncio.Queue() + ) + miniaudio_worker_output_queue: asyncio.Queue[Tuple[bytes, bool]] = ( + asyncio.Queue() + ) miniaudio_worker = MiniaudioWorker( self.synthesizer_config, chunk_size, diff --git a/vocode/streaming/transcriber/assembly_ai_transcriber.py b/vocode/streaming/transcriber/assembly_ai_transcriber.py index a1ee818adf..9d18e0a26a 100644 --- a/vocode/streaming/transcriber/assembly_ai_transcriber.py +++ b/vocode/streaming/transcriber/assembly_ai_transcriber.py @@ -8,7 +8,11 @@ from urllib.parse import urlencode from vocode import getenv -from vocode.streaming.models.transcriber import AssemblyAITranscriberConfig, TimeEndpointingConfig, PunctuationEndpointingConfig +from vocode.streaming.models.transcriber import ( + AssemblyAITranscriberConfig, + TimeEndpointingConfig, + PunctuationEndpointingConfig, +) from vocode.streaming.models.websocket import AudioMessage from vocode.streaming.transcriber.base_transcriber import ( BaseAsyncTranscriber, @@ -57,13 +61,22 @@ def __init__( self.buffer = bytearray() self.audio_cursor = 0 - if isinstance(self.transcriber_config.endpointing_config, (TimeEndpointingConfig, PunctuationEndpointingConfig)): - self.transcriber_config.end_utterance_silence_threshold_milliseconds = int(self.transcriber_config.endpointing_config.time_cutoff_seconds * 1000) + if isinstance( + self.transcriber_config.endpointing_config, + (TimeEndpointingConfig, PunctuationEndpointingConfig), + ): + self.transcriber_config.end_utterance_silence_threshold_milliseconds = int( + self.transcriber_config.endpointing_config.time_cutoff_seconds * 1000 + ) self.terminate_msg = json.dumps({"terminate_session": True}) self.end_utterance_silence_threshold_msg = ( - None if self.transcriber_config.end_utterance_silence_threshold_milliseconds is None + None + if self.transcriber_config.end_utterance_silence_threshold_milliseconds + is None else json.dumps( - {"end_utterance_silence_threshold": self.transcriber_config.end_utterance_silence_threshold_milliseconds} + { + "end_utterance_silence_threshold": self.transcriber_config.end_utterance_silence_threshold_milliseconds + } ) ) diff --git a/vocode/streaming/transcriber/azure_transcriber.py b/vocode/streaming/transcriber/azure_transcriber.py index 5029bcc40f..cebf5d58f9 100644 --- a/vocode/streaming/transcriber/azure_transcriber.py +++ b/vocode/streaming/transcriber/azure_transcriber.py @@ -67,9 +67,9 @@ def __init__( ) ) - speech_params[ - "auto_detect_source_language_config" - ] = auto_detect_source_language_config + speech_params["auto_detect_source_language_config"] = ( + auto_detect_source_language_config + ) else: speech_params["language"] = self.transcriber_config.language diff --git a/vocode/streaming/transcriber/base_transcriber.py b/vocode/streaming/transcriber/base_transcriber.py index 1e60100956..9142be75bf 100644 --- a/vocode/streaming/transcriber/base_transcriber.py +++ b/vocode/streaming/transcriber/base_transcriber.py @@ -14,6 +14,7 @@ tracer = trace.get_tracer(__name__) meter = metrics.get_meter(__name__) + class Transcription(BaseModel): message: str confidence: float diff --git a/vocode/streaming/utils/__init__.py b/vocode/streaming/utils/__init__.py index b7e03f1123..44ae3f1e57 100644 --- a/vocode/streaming/utils/__init__.py +++ b/vocode/streaming/utils/__init__.py @@ -9,6 +9,7 @@ custom_alphabet = ascii_letters + digits + ".-_" + def create_loop_in_thread(loop: asyncio.AbstractEventLoop, long_running_task=None): asyncio.set_event_loop(loop) if long_running_task: @@ -64,5 +65,6 @@ def get_chunk_size_per_second(audio_encoding: AudioEncoding, sampling_rate: int) def create_conversation_id() -> str: return secrets.token_urlsafe(16) + def remove_non_letters_digits(text): - return ''.join(i for i in text if i in custom_alphabet) + return "".join(i for i in text if i in custom_alphabet) diff --git a/vocode/streaming/utils/conversation_logger_adapter.py b/vocode/streaming/utils/conversation_logger_adapter.py index fc1efd1a8c..16c4cd1cf0 100644 --- a/vocode/streaming/utils/conversation_logger_adapter.py +++ b/vocode/streaming/utils/conversation_logger_adapter.py @@ -2,12 +2,14 @@ import logging + class ConversationLoggerAdapter(logging.LoggerAdapter): def process(self, msg, kwargs): - return '[%s] %s' % (self.extra['conversation_id'], msg), kwargs + return "[%s] %s" % (self.extra["conversation_id"], msg), kwargs + def wrap_logger(logger, conversation_id): if isinstance(logger, ConversationLoggerAdapter): return logger else: - return ConversationLoggerAdapter(logger, {'conversation_id': conversation_id}) + return ConversationLoggerAdapter(logger, {"conversation_id": conversation_id}) diff --git a/vocode/turn_based/synthesizer/base_synthesizer.py b/vocode/turn_based/synthesizer/base_synthesizer.py index 1646ce255e..d079d11282 100644 --- a/vocode/turn_based/synthesizer/base_synthesizer.py +++ b/vocode/turn_based/synthesizer/base_synthesizer.py @@ -4,5 +4,6 @@ class BaseSynthesizer: def synthesize(self, text) -> AudioSegment: raise NotImplementedError + async def async_synthesize(self, text) -> AudioSegment: raise NotImplementedError diff --git a/vocode/turn_based/synthesizer/coqui_synthesizer.py b/vocode/turn_based/synthesizer/coqui_synthesizer.py index 2eea0a09bb..bc53f8389b 100644 --- a/vocode/turn_based/synthesizer/coqui_synthesizer.py +++ b/vocode/turn_based/synthesizer/coqui_synthesizer.py @@ -42,12 +42,11 @@ def synthesize_chunk(self, text: str) -> AudioSegment: response = requests.get(sample["audio_url"]) return AudioSegment.from_wav(io.BytesIO(response.content)) # type: ignore - def split_text(self, string): # Base case: if the string is less than or equal to MAX_TEXT_LENGTH characters, return it as a single element array if len(string) <= MAX_TEXT_LENGTH: return [string.strip()] - + # Recursive case: find the index of the last sentence ender in the first MAX_TEXT_LENGTH characters of the string sentence_enders = [".", "!", "?"] index = -1 @@ -55,20 +54,20 @@ def split_text(self, string): i = string[:MAX_TEXT_LENGTH].rfind(ender) if i > index: index = i - + # If there is a sentence ender, split the string at that index plus one and strip any spaces from both parts if index != -1: - first_part = string[:index + 1].strip() - second_part = string[index + 1:].strip() - + first_part = string[: index + 1].strip() + second_part = string[index + 1 :].strip() + # If there is no sentence ender, find the index of the last comma in the first MAX_TEXT_LENGTH characters of the string else: index = string[:MAX_TEXT_LENGTH].rfind(",") # If there is a comma, split the string at that index plus one and strip any spaces from both parts if index != -1: - first_part = string[:index + 1].strip() - second_part = string[index + 1:].strip() - + first_part = string[: index + 1].strip() + second_part = string[index + 1 :].strip() + # If there is no comma, find the index of the last space in the first MAX_TEXT_LENGTH characters of the string else: index = string[:MAX_TEXT_LENGTH].rfind(" ") @@ -76,25 +75,22 @@ def split_text(self, string): if index != -1: first_part = string[:index].strip() second_part = string[index:].strip() - + # If there is no space, split the string at MAX_TEXT_LENGTH characters and strip any spaces from both parts else: first_part = string[:MAX_TEXT_LENGTH].strip() second_part = string[MAX_TEXT_LENGTH:].strip() - + # Append the first part to the result array result = [first_part] - + # Call the function recursively on the remaining part of the string and extend the result array with it, unless it is empty if second_part != "": result.extend(self.split_text(second_part)) - + # Return the result array return result - - - async def async_synthesize(self, text: str) -> AudioSegment: # This method is similar to the synthesize method, but it uses async IO to synthesize each chunk in parallel @@ -133,7 +129,9 @@ async def async_synthesize_chunk(self, text: str) -> AudioSegment: # Return an AudioSegment object from the audio data return AudioSegment.from_wav(io.BytesIO(audio_data)) # type: ignore - def get_request(self, text: str) -> typing.Tuple[str, typing.Dict[str, str], typing.Dict[str, object]]: + def get_request( + self, text: str + ) -> typing.Tuple[str, typing.Dict[str, str], typing.Dict[str, object]]: url = COQUI_BASE_URL headers = { "Authorization": f"Bearer {self.api_key}", From 9b24020439d395f54c9a89bb60b8833f68d918e9 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 31 May 2024 16:14:12 -0700 Subject: [PATCH 073/148] Update injecting-context.mdx (#547) --- docs/injecting-context.mdx | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/docs/injecting-context.mdx b/docs/injecting-context.mdx index 75341f349d..c147766556 100644 --- a/docs/injecting-context.mdx +++ b/docs/injecting-context.mdx @@ -30,8 +30,10 @@ name_prompt = "You are talking to ${name}" number = vocode_client.numbers.update_number( phone_number="YOUR_NUMBER", inbound_agent=AgentUpdateParams( - prompt=PromptUpdateParams(content=name_prompt), - context_endpoint="YOUR_CONTEXT_URL", + prompt=PromptUpdateParams( + content=name_prompt, + context_endpoint="YOUR_CONTEXT_URL", + ) ), ) ``` From 53b01dab0b59f71961ee83dbcaf3653a6935c2e3 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 13 Jun 2024 11:28:32 -0700 Subject: [PATCH 074/148] code updates for 0.1.112 (#555) * Update Readme with Preview Info (#1) * Update Readme with Preview Info * We're not quite that far along * Update Structure to be more Pleasing to the Eyes * Add changelog to readme --------- Co-authored-by: srhinos <6531393+srhinos@users.noreply.github.com> Co-authored-by: Adnaan Sachidanandan * The Big Diff (#2) * The Big Diff * remove tests on 3.8 and 3.9 * Update README.md * Update README.md * fix turn based quickstart (#3) * [hotfix] remove unused import (#4) * Update README.md * Update README.md * Remove create_speech() from rime synthesizer (#6) * Fix default factory for elevenlabs WS (#12) * dispatch into elvenlabsws if experimental_websocket is on * fix mypy * Merge In Recent Fixes (#14) * [docs sprint] Updates docs for using transcribers (#9) * [docs sprint] phrase trigger documentation (#16) * [docs sprint] update open source quickstarts (#15) * [docs sprint] Add Documentation on Using Vocode's Loguru Implementation (#19) * [docs sprint] Add Documentation on Using Vocode's Loguru Implementation * Remove Tracing --------- Co-authored-by: srhinos <6531393+srhinos@users.noreply.github.com> * [docs sprint] Updates docs for using synthesizers (#8) * [docs sprint] using synthesizers docs update * update docs for elevenlabs ws * Apply suggestions from code review Co-authored-by: Adnaan Sachidanandan --------- Co-authored-by: Adnaan Sachidanandan * [docs sprint] Updates docs for react quickstart (#10) * [docs sprint] Updates docs for react quickstart * PR feedback * changes azure to override create_speech_uncached (#21) * [docs sprint] Adds docs for conversation mechanics and moves endpointing docs from transcribers (#11) * [docs sprint] Updates docs for using transcribers * Adds docs for conversation mechanics and moves endpointing docs from transcribers * Update docs/open-source/conversation-mechanics.md Co-authored-by: Adnaan Sachidanandan * use mdx * PR feedback --------- Co-authored-by: Adnaan Sachidanandan * updates docs for events manager (#7) * add cartesia synthesizer (#17) * add cartesia synthesizer * make Cartesia dependency optional, add it to the synthesizers extra group * lazy import cartesia * improved lazy loading, and added api_key as a config parameter * improvements to cartesia synth * use create_speech_uncached * use existing abstractions default encoding and sample rates * Remove redundant api_key assignment Co-authored-by: Ajay Raj * Remove default setting of sampling rate Co-authored-by: Ajay Raj * Remove default setting of audio_encoding Co-authored-by: Ajay Raj * remove default setting of sampling rate Co-authored-by: Ajay Raj * Remove redundant setting of audio enconding the output device handles this Co-authored-by: Ajay Raj * build failed with poetry.lock file. re-updating it --------- Co-authored-by: Ajay Raj * Unset docs / README changes * Unset docs changes (cont.) * unset poetry version change * update poetry.lock --------- Co-authored-by: Mac Wilkinson Co-authored-by: srhinos <6531393+srhinos@users.noreply.github.com> Co-authored-by: Adnaan Sachidanandan Co-authored-by: rjheeta --- .github/workflows/test.yml | 2 - Makefile | 6 + apps/client_backend/Dockerfile | 2 +- apps/client_backend/main.py | 17 +- apps/client_backend/poetry.lock | 3373 +++++++---- apps/client_backend/pyproject.toml | 8 +- apps/telephony_app/Dockerfile | 2 +- apps/telephony_app/docker-compose.yml | 10 +- apps/telephony_app/main.py | 42 +- apps/telephony_app/outbound_call.py | 25 +- apps/telephony_app/poetry.lock | 3594 ++++++++---- apps/telephony_app/pyproject.toml | 11 +- apps/telephony_app/speller_agent.py | 18 +- playground/streaming/agent/chat.py | 135 +- .../agent/restful_user_implemented_agent.py | 1 + .../agent/websocket_user_implemented_agent.py | 1 + playground/streaming/benchmark.py | 569 -- .../streaming/synthesizer/synthesize.py | 53 +- playground/streaming/tracing_utils.py | 38 +- .../streaming/transcriber/transcribe.py | 31 +- poetry.lock | 5088 +++++++++-------- pyproject.toml | 153 +- quickstarts/streaming_conversation.py | 63 +- quickstarts/turn_based_conversation.py | 41 +- tests/conftest.py | 66 + tests/fakedata/conversation.py | 85 + tests/fakedata/id.py | 5 + tests/streaming/__init__.py | 0 tests/streaming/action/conftest.py | 31 + tests/streaming/action/test_dtmf.py | 77 + .../streaming/action/test_end_conversation.py | 132 + .../streaming/action/test_external_actions.py | 122 + .../action/test_external_actions_requester.py | 82 + tests/streaming/action/test_record_email.py | 77 + tests/streaming/action/test_transfer_call.py | 222 + tests/streaming/action/test_wait.py | 23 + tests/streaming/agent/test_base_agent.py | 179 + tests/streaming/agent/test_openai_utils.py | 303 + ...{test_utils.py => test_streaming_utils.py} | 237 +- tests/streaming/data/__init__.py | 0 tests/streaming/data/fake_audio.mp3 | Bin 11593 -> 0 bytes tests/streaming/data/fake_audio.wav | Bin 63564 -> 0 bytes tests/streaming/data/loader.py | 5 - tests/streaming/fixtures/__init__.py | 0 tests/streaming/fixtures/output_device.py | 6 - tests/streaming/fixtures/synthesizer.py | 36 - tests/streaming/fixtures/transcriber.py | 26 - tests/streaming/models/test_transcript.py | 96 - tests/streaming/synthesizer/conftest.py | 26 + .../streaming/synthesizer/test_audio_cache.py | 61 + tests/streaming/synthesizer/test_factory.py | 87 + .../streaming/test_streaming_conversation.py | 490 +- tests/streaming/utils/test_events_manager.py | 28 +- tests/streaming/utils/test_phone_numbers.py | 49 + tests/streaming/utils/test_utils.py | 54 + tests/synthesizer/conftest.py | 128 - tests/synthesizer/test_eleven_labs.py | 51 - tests/synthesizer/test_play_ht.py | 61 - vocode/__init__.py | 69 + vocode/helpers.py | 51 +- vocode/logging.py | 185 + vocode/meta.py | 15 + vocode/streaming/action/abstract_factory.py | 10 + .../action/{utils.py => action_utils.py} | 0 vocode/streaming/action/base_action.py | 56 +- vocode/streaming/action/default_factory.py | 47 + vocode/streaming/action/dtmf.py | 83 + vocode/streaming/action/end_conversation.py | 89 + .../action/execute_external_action.py | 110 + .../action/external_actions_requester.py | 134 + vocode/streaming/action/factory.py | 17 - vocode/streaming/action/nylas_send_email.py | 62 - vocode/streaming/action/phone_call_action.py | 40 +- vocode/streaming/action/record_email.py | 76 + vocode/streaming/action/transfer_call.py | 172 +- vocode/streaming/action/wait.py | 52 + vocode/streaming/action/worker.py | 21 +- vocode/streaming/agent/__init__.py | 8 - vocode/streaming/agent/abstract_factory.py | 10 + vocode/streaming/agent/anthropic_agent.py | 213 +- vocode/streaming/agent/anthropic_utils.py | 29 + vocode/streaming/agent/base_agent.py | 467 +- .../streaming/agent/bot_sentiment_analyser.py | 58 - vocode/streaming/agent/chat_gpt_agent.py | 316 +- vocode/streaming/agent/default_factory.py | 26 + vocode/streaming/agent/echo_agent.py | 11 +- vocode/streaming/agent/factory.py | 45 - vocode/streaming/agent/goodbye.py | 13 + vocode/streaming/agent/gpt4all_agent.py | 9 +- .../agent/information_retrieval_agent.py | 34 - vocode/streaming/agent/llamacpp_agent.py | 269 +- vocode/streaming/agent/llm_agent.py | 156 - vocode/streaming/agent/openai_utils.py | 179 + vocode/streaming/agent/phrase_trigger.py | 21 + .../streaming/agent/prompts/action_prompt.py | 24 - .../agent/restful_user_implemented_agent.py | 23 +- vocode/streaming/agent/streaming_utils.py | 139 + vocode/streaming/agent/token_utils.py | 252 + vocode/streaming/agent/utils.py | 182 - vocode/streaming/agent/vertex_ai_agent.py | 30 +- .../agent/websocket_user_implemented_agent.py | 71 +- .../streaming/client_backend/conversation.py | 35 +- vocode/streaming/constants.py | 9 +- .../input_device/base_input_device.py | 7 +- .../input_device/file_input_device.py | 10 +- .../input_device/microphone_input.py | 17 +- vocode/streaming/models/actions.py | 89 +- vocode/streaming/models/agent.py | 98 +- vocode/streaming/models/audio.py | 15 + vocode/streaming/models/audio_encoding.py | 6 - vocode/streaming/models/client_backend.py | 3 +- vocode/streaming/models/events.py | 15 +- vocode/streaming/models/message.py | 24 +- vocode/streaming/models/model.py | 13 +- vocode/streaming/models/synthesizer.py | 101 +- vocode/streaming/models/telephony.py | 40 +- vocode/streaming/models/transcriber.py | 59 +- vocode/streaming/models/transcript.py | 163 +- vocode/streaming/models/vector_db.py | 9 +- vocode/streaming/models/websocket.py | 23 +- vocode/streaming/models/websocket_agent.py | 10 +- .../output_device/base_output_device.py | 5 +- .../output_device/blocking_speaker_output.py | 7 +- .../output_device/file_output_device.py | 5 +- .../streaming/output_device/speaker_output.py | 5 +- .../output_device/twilio_output_device.py | 39 +- .../output_device/vonage_output_device.py | 16 +- .../output_device/websocket_output_device.py | 16 +- vocode/streaming/streaming_conversation.py | 794 ++- vocode/streaming/synthesizer/__init__.py | 14 - .../streaming/synthesizer/abstract_factory.py | 15 + vocode/streaming/synthesizer/audio_cache.py | 47 + .../synthesizer/azure_synthesizer.py | 113 +- .../streaming/synthesizer/bark_synthesizer.py | 38 +- .../streaming/synthesizer/base_synthesizer.py | 276 +- .../synthesizer/cartesia_synthesizer.py | 114 + .../synthesizer/coqui_synthesizer.py | 32 +- .../synthesizer/coqui_tts_synthesizer.py | 44 +- .../streaming/synthesizer/default_factory.py | 47 + .../synthesizer/eleven_labs_synthesizer.py | 192 +- .../eleven_labs_websocket_synthesizer.py | 356 ++ vocode/streaming/synthesizer/factory.py | 76 - .../synthesizer/google_synthesizer.py | 54 +- .../streaming/synthesizer/gtts_synthesizer.py | 43 +- .../input_streaming_synthesizer.py | 16 + .../streaming/synthesizer/miniaudio_worker.py | 12 +- .../synthesizer/play_ht_synthesizer.py | 115 +- .../synthesizer/play_ht_synthesizer_v2.py | 300 + .../synthesizer/polly_synthesizer.py | 27 +- .../streaming/synthesizer/rime_synthesizer.py | 159 +- .../stream_elements_synthesizer.py | 36 +- .../synthesizer/synthesizer_utils.py | 50 + .../client/abstract_telephony_client.py | 29 + .../telephony/client/base_telephony_client.py | 32 - .../telephony/client/twilio_client.py | 128 +- .../telephony/client/vonage_client.py | 197 +- .../in_memory_config_manager.py | 5 +- .../config_manager/redis_config_manager.py | 37 +- vocode/streaming/telephony/constants.py | 8 +- .../abstract_phone_conversation.py | 90 + .../streaming/telephony/conversation/call.py | 83 - .../conversation/mark_message_queue.py | 46 + .../telephony/conversation/outbound_call.py | 92 +- .../telephony/conversation/twilio_call.py | 161 - .../conversation/twilio_phone_conversation.py | 274 + .../telephony/conversation/vonage_call.py | 131 - .../conversation/vonage_phone_conversation.py | 139 + .../telephony/conversation/zoom_dial_in.py | 13 +- vocode/streaming/telephony/server/base.py | 88 +- .../telephony/server/router/calls.py | 65 +- vocode/streaming/telephony/templater.py | 37 +- ...nnect_call.xml => twilio_connect_call.xml} | 2 +- vocode/streaming/transcriber/__init__.py | 7 - .../streaming/transcriber/abstract_factory.py | 16 + .../transcriber/assembly_ai_transcriber.py | 82 +- .../transcriber/azure_transcriber.py | 40 +- .../streaming/transcriber/base_transcriber.py | 79 +- .../transcriber/deepgram_transcriber.py | 748 ++- .../{factory.py => default_factory.py} | 24 +- .../transcriber/gladia_transcriber.py | 27 +- .../transcriber/google_transcriber.py | 31 +- .../transcriber/rev_ai_transcriber.py | 37 +- .../transcriber/whisper_cpp_transcriber.py | 28 +- .../user_implemented_agent/base_agent.py | 2 +- .../user_implemented_agent/restful_agent.py | 12 +- vocode/streaming/utils/__init__.py | 77 +- vocode/streaming/utils/async_requester.py | 25 + .../utils/conversation_logger_adapter.py | 15 - vocode/streaming/utils/create_task.py | 30 + vocode/streaming/utils/events_manager.py | 38 +- vocode/streaming/utils/goodbye_model.py | 93 - vocode/streaming/utils/mp3_helper.py | 1 + vocode/streaming/utils/phone_numbers.py | 42 + vocode/streaming/utils/redis.py | 79 + .../utils/redis_conversation_message_queue.py | 35 + vocode/streaming/utils/singleton.py | 14 + vocode/streaming/utils/speed_manager.py | 44 + vocode/streaming/utils/state_manager.py | 158 +- vocode/streaming/utils/worker.py | 55 +- vocode/streaming/vector_db/base_vector_db.py | 37 +- vocode/streaming/vector_db/factory.py | 23 +- vocode/streaming/vector_db/pinecone.py | 20 +- vocode/turn_based/agent/__init__.py | 4 - vocode/turn_based/agent/chat_gpt_agent.py | 65 +- vocode/turn_based/agent/gpt4all_agent.py | 22 +- .../input_device/microphone_input.py | 7 +- .../output_device/speaker_output.py | 3 +- vocode/turn_based/synthesizer/__init__.py | 14 - .../synthesizer/azure_synthesizer.py | 3 +- .../synthesizer/bark_synthesizer.py | 16 +- .../synthesizer/coqui_synthesizer.py | 17 +- .../synthesizer/coqui_tts_synthesizer.py | 5 +- .../synthesizer/eleven_labs_synthesizer.py | 28 +- .../synthesizer/google_synthesizer.py | 8 +- .../synthesizer/gtts_synthesizer.py | 4 +- .../synthesizer/play_ht_synthesizer.py | 13 +- .../synthesizer/polly_synthesizer.py | 5 +- .../synthesizer/rime_synthesizer.py | 5 +- .../stream_elements_synthesizer.py | 6 +- vocode/turn_based/transcriber/__init__.py | 4 - .../turn_based/transcriber/sr_transcriber.py | 22 +- .../transcriber/whisper_cpp_transcriber.py | 1 + .../transcriber/whisper_transcriber.py | 10 +- vocode/turn_based/turn_based_conversation.py | 18 +- vocode/utils/sentry_utils.py | 233 + vocode/utils/whisper_cpp/helpers.py | 11 +- vocode/utils/whisper_cpp/whisper_params.py | 14 +- 227 files changed, 18116 insertions(+), 9809 deletions(-) delete mode 100644 playground/streaming/benchmark.py create mode 100644 tests/conftest.py create mode 100644 tests/fakedata/conversation.py create mode 100644 tests/fakedata/id.py delete mode 100644 tests/streaming/__init__.py create mode 100644 tests/streaming/action/conftest.py create mode 100644 tests/streaming/action/test_dtmf.py create mode 100644 tests/streaming/action/test_end_conversation.py create mode 100644 tests/streaming/action/test_external_actions.py create mode 100644 tests/streaming/action/test_external_actions_requester.py create mode 100644 tests/streaming/action/test_record_email.py create mode 100644 tests/streaming/action/test_transfer_call.py create mode 100644 tests/streaming/action/test_wait.py create mode 100644 tests/streaming/agent/test_base_agent.py create mode 100644 tests/streaming/agent/test_openai_utils.py rename tests/streaming/agent/{test_utils.py => test_streaming_utils.py} (71%) delete mode 100644 tests/streaming/data/__init__.py delete mode 100644 tests/streaming/data/fake_audio.mp3 delete mode 100644 tests/streaming/data/fake_audio.wav delete mode 100644 tests/streaming/data/loader.py delete mode 100644 tests/streaming/fixtures/__init__.py delete mode 100644 tests/streaming/fixtures/output_device.py delete mode 100644 tests/streaming/fixtures/synthesizer.py delete mode 100644 tests/streaming/fixtures/transcriber.py delete mode 100644 tests/streaming/models/test_transcript.py create mode 100644 tests/streaming/synthesizer/conftest.py create mode 100644 tests/streaming/synthesizer/test_audio_cache.py create mode 100644 tests/streaming/synthesizer/test_factory.py create mode 100644 tests/streaming/utils/test_phone_numbers.py create mode 100644 tests/streaming/utils/test_utils.py delete mode 100644 tests/synthesizer/conftest.py delete mode 100644 tests/synthesizer/test_eleven_labs.py delete mode 100644 tests/synthesizer/test_play_ht.py create mode 100644 vocode/logging.py create mode 100644 vocode/meta.py create mode 100644 vocode/streaming/action/abstract_factory.py rename vocode/streaming/action/{utils.py => action_utils.py} (100%) create mode 100644 vocode/streaming/action/default_factory.py create mode 100644 vocode/streaming/action/dtmf.py create mode 100644 vocode/streaming/action/end_conversation.py create mode 100644 vocode/streaming/action/execute_external_action.py create mode 100644 vocode/streaming/action/external_actions_requester.py delete mode 100644 vocode/streaming/action/factory.py delete mode 100644 vocode/streaming/action/nylas_send_email.py create mode 100644 vocode/streaming/action/record_email.py create mode 100644 vocode/streaming/action/wait.py create mode 100644 vocode/streaming/agent/abstract_factory.py create mode 100644 vocode/streaming/agent/anthropic_utils.py delete mode 100644 vocode/streaming/agent/bot_sentiment_analyser.py create mode 100644 vocode/streaming/agent/default_factory.py delete mode 100644 vocode/streaming/agent/factory.py create mode 100644 vocode/streaming/agent/goodbye.py delete mode 100644 vocode/streaming/agent/information_retrieval_agent.py delete mode 100644 vocode/streaming/agent/llm_agent.py create mode 100644 vocode/streaming/agent/openai_utils.py create mode 100644 vocode/streaming/agent/phrase_trigger.py delete mode 100644 vocode/streaming/agent/prompts/action_prompt.py create mode 100644 vocode/streaming/agent/streaming_utils.py create mode 100644 vocode/streaming/agent/token_utils.py delete mode 100644 vocode/streaming/agent/utils.py create mode 100644 vocode/streaming/models/audio.py delete mode 100644 vocode/streaming/models/audio_encoding.py create mode 100644 vocode/streaming/synthesizer/abstract_factory.py create mode 100644 vocode/streaming/synthesizer/audio_cache.py create mode 100644 vocode/streaming/synthesizer/cartesia_synthesizer.py create mode 100644 vocode/streaming/synthesizer/default_factory.py create mode 100644 vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py delete mode 100644 vocode/streaming/synthesizer/factory.py create mode 100644 vocode/streaming/synthesizer/input_streaming_synthesizer.py create mode 100644 vocode/streaming/synthesizer/play_ht_synthesizer_v2.py create mode 100644 vocode/streaming/synthesizer/synthesizer_utils.py create mode 100644 vocode/streaming/telephony/client/abstract_telephony_client.py delete mode 100644 vocode/streaming/telephony/client/base_telephony_client.py create mode 100644 vocode/streaming/telephony/conversation/abstract_phone_conversation.py delete mode 100644 vocode/streaming/telephony/conversation/call.py create mode 100644 vocode/streaming/telephony/conversation/mark_message_queue.py delete mode 100644 vocode/streaming/telephony/conversation/twilio_call.py create mode 100644 vocode/streaming/telephony/conversation/twilio_phone_conversation.py delete mode 100644 vocode/streaming/telephony/conversation/vonage_call.py create mode 100644 vocode/streaming/telephony/conversation/vonage_phone_conversation.py rename vocode/streaming/telephony/templates/{connect_call.xml => twilio_connect_call.xml} (92%) delete mode 100644 vocode/streaming/transcriber/__init__.py create mode 100644 vocode/streaming/transcriber/abstract_factory.py rename vocode/streaming/transcriber/{factory.py => default_factory.py} (63%) create mode 100644 vocode/streaming/utils/async_requester.py delete mode 100644 vocode/streaming/utils/conversation_logger_adapter.py create mode 100644 vocode/streaming/utils/create_task.py delete mode 100644 vocode/streaming/utils/goodbye_model.py create mode 100644 vocode/streaming/utils/phone_numbers.py create mode 100644 vocode/streaming/utils/redis.py create mode 100644 vocode/streaming/utils/redis_conversation_message_queue.py create mode 100644 vocode/streaming/utils/singleton.py create mode 100644 vocode/streaming/utils/speed_manager.py delete mode 100644 vocode/turn_based/agent/__init__.py delete mode 100644 vocode/turn_based/synthesizer/__init__.py delete mode 100644 vocode/turn_based/transcriber/__init__.py create mode 100644 vocode/utils/sentry_utils.py diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index f415eba8de..609b85d673 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -12,8 +12,6 @@ jobs: fail-fast: false matrix: python-version: - - "3.8" - - "3.9" - "3.10" - "3.11" poetry-version: diff --git a/Makefile b/Makefile index b58788087a..c7dcc8ccfc 100644 --- a/Makefile +++ b/Makefile @@ -9,6 +9,12 @@ transcribe: synthesize: poetry run python playground/streaming/synthesizer/synthesize.py +turn_based_conversation: + poetry run python quickstarts/turn_based_conversation.py + +streaming_conversation: + poetry run python quickstarts/streaming_conversation.py + PYTHON_FILES=. lint: PYTHON_FILES=vocode/ quickstarts/ playground/ lint_diff typecheck_diff: PYTHON_FILES=$(shell git diff --name-only --diff-filter=d main | grep -E '\.py$$') diff --git a/apps/client_backend/Dockerfile b/apps/client_backend/Dockerfile index acaa62aa76..87c26c8abe 100644 --- a/apps/client_backend/Dockerfile +++ b/apps/client_backend/Dockerfile @@ -15,4 +15,4 @@ RUN poetry config virtualenvs.create false RUN poetry install --no-dev --no-interaction --no-ansi COPY main.py /code/main.py -CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "3000"] \ No newline at end of file +CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "3000"] diff --git a/apps/client_backend/main.py b/apps/client_backend/main.py index c004d4726a..0495705b01 100644 --- a/apps/client_backend/main.py +++ b/apps/client_backend/main.py @@ -1,23 +1,19 @@ -import logging +from dotenv import load_dotenv from fastapi import FastAPI -from vocode.streaming.models.agent import ChatGPTAgentConfig -from vocode.streaming.models.synthesizer import AzureSynthesizerConfig -from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer - +from vocode.logging import configure_pretty_logging from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent from vocode.streaming.client_backend.conversation import ConversationRouter +from vocode.streaming.models.agent import ChatGPTAgentConfig from vocode.streaming.models.message import BaseMessage - -from dotenv import load_dotenv +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer load_dotenv() app = FastAPI(docs_url=None) -logging.basicConfig() -logger = logging.getLogger(__name__) -logger.setLevel(logging.DEBUG) +configure_pretty_logging() conversation_router = ConversationRouter( agent_thunk=lambda: ChatGPTAgent( @@ -31,7 +27,6 @@ output_audio_config, voice_name="en-US-SteffanNeural" ) ), - logger=logger, ) app.include_router(conversation_router.get_router()) diff --git a/apps/client_backend/poetry.lock b/apps/client_backend/poetry.lock index ce04d94f45..914efb029a 100644 --- a/apps/client_backend/poetry.lock +++ b/apps/client_backend/poetry.lock @@ -1,93 +1,92 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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b/apps/client_backend/pyproject.toml index 6863fbd168..ab75265668 100644 --- a/apps/client_backend/pyproject.toml +++ b/apps/client_backend/pyproject.toml @@ -7,9 +7,11 @@ readme = "README.md" [tool.poetry.dependencies] python = ">=3.9,<3.12" -python-dotenv = "^1.0.0" -vocode = "0.1.111" -elevenlabs = "^0.2.23" +python-dotenv = "^1.0.1" +vocode = { path = "../..", extras = [ + "all", +], develop = true, python = ">=3.11,<3.12" } +elevenlabs = "^1.2.2" [build-system] diff --git a/apps/telephony_app/Dockerfile b/apps/telephony_app/Dockerfile index d96b3f348e..8c25f61403 100644 --- a/apps/telephony_app/Dockerfile +++ b/apps/telephony_app/Dockerfile @@ -16,4 +16,4 @@ RUN poetry install --no-dev --no-interaction --no-ansi COPY main.py /code/main.py COPY speller_agent.py /code/speller_agent.py -CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "3000"] \ No newline at end of file +CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "3000"] diff --git a/apps/telephony_app/docker-compose.yml b/apps/telephony_app/docker-compose.yml index a6c5be9363..e6a2519bd6 100644 --- a/apps/telephony_app/docker-compose.yml +++ b/apps/telephony_app/docker-compose.yml @@ -3,14 +3,14 @@ services: image: redis:7.0.9-alpine command: redis-server --bind 0.0.0.0 ports: - - 6379:6379 + - 6379:6379 app: image: vocode-telephony-app env_file: - - .env + - .env ports: - - 3000:3000 + - 3000:3000 depends_on: - - redis + - redis environment: - - REDISHOST=redis + - REDISHOST=redis diff --git a/apps/telephony_app/main.py b/apps/telephony_app/main.py index b6ed34cbef..5acc6dd28d 100644 --- a/apps/telephony_app/main.py +++ b/apps/telephony_app/main.py @@ -1,42 +1,33 @@ # Standard library imports -import logging import os import sys +from dotenv import load_dotenv + # Third-party imports from fastapi import FastAPI -from vocode.streaming.models.telephony import TwilioConfig +from loguru import logger from pyngrok import ngrok -from vocode.streaming.telephony.config_manager.redis_config_manager import ( - RedisConfigManager, -) -from vocode.streaming.models.agent import ChatGPTAgentConfig -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.telephony.server.base import ( - TwilioInboundCallConfig, - TelephonyServer, -) -from dotenv import load_dotenv # Local application/library specific imports -from speller_agent import ( - SpellerAgentFactory, - SpellerAgentConfig, -) +from speller_agent import SpellerAgentFactory + +from vocode.logging import configure_pretty_logging +from vocode.streaming.models.agent import ChatGPTAgentConfig +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.telephony import TwilioConfig +from vocode.streaming.telephony.config_manager.redis_config_manager import RedisConfigManager +from vocode.streaming.telephony.server.base import TelephonyServer, TwilioInboundCallConfig # if running from python, this will load the local .env # docker-compose will load the .env file by itself load_dotenv() -app = FastAPI(docs_url=None) +configure_pretty_logging() -logging.basicConfig() -logger = logging.getLogger(__name__) -logger.setLevel(logging.DEBUG) +app = FastAPI(docs_url=None) -config_manager = RedisConfigManager( - logger=logger, -) +config_manager = RedisConfigManager() BASE_URL = os.getenv("BASE_URL") @@ -66,7 +57,9 @@ ), # uncomment this to use the speller agent instead # agent_config=SpellerAgentConfig( - # initial_message=BaseMessage(text="im a speller agent, say something to me and ill spell it out for you"), + # initial_message=BaseMessage( + # text="im a speller agent, say something to me and ill spell it out for you" + # ), # generate_responses=False, # ), twilio_config=TwilioConfig( @@ -76,7 +69,6 @@ ) ], agent_factory=SpellerAgentFactory(), - logger=logger, ) app.include_router(telephony_server.get_router()) diff --git a/apps/telephony_app/outbound_call.py b/apps/telephony_app/outbound_call.py index 4fc6dba7a4..6c4ee35683 100644 --- a/apps/telephony_app/outbound_call.py +++ b/apps/telephony_app/outbound_call.py @@ -1,15 +1,18 @@ import os + from dotenv import load_dotenv -load_dotenv() +from vocode.streaming.models.agent import ChatGPTAgentConfig +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.telephony import TwilioConfig -from vocode.streaming.telephony.conversation.outbound_call import OutboundCall -from vocode.streaming.telephony.config_manager.redis_config_manager import ( - RedisConfigManager, -) +load_dotenv() from speller_agent import SpellerAgentConfig +from vocode.streaming.telephony.config_manager.redis_config_manager import RedisConfigManager +from vocode.streaming.telephony.conversation.outbound_call import OutboundCall + BASE_URL = os.environ["BASE_URL"] @@ -21,12 +24,22 @@ async def main(): to_phone="+15555555555", from_phone="+15555555555", config_manager=config_manager, - agent_config=SpellerAgentConfig(generate_responses=False), + agent_config=ChatGPTAgentConfig( + initial_message=BaseMessage(text="What up"), + prompt_preamble="Have a pleasant conversation about life", + generate_responses=True, + ), + telephony_config=TwilioConfig( + account_sid=os.environ["TWILIO_ACCOUNT_SID"], + auth_token=os.environ["TWILIO_AUTH_TOKEN"], + ), ) input("Press enter to start call...") await outbound_call.start() + if __name__ == "__main__": import asyncio + asyncio.run(main()) diff --git a/apps/telephony_app/poetry.lock b/apps/telephony_app/poetry.lock index b262a12c26..d851a18351 100644 --- a/apps/telephony_app/poetry.lock +++ b/apps/telephony_app/poetry.lock @@ -2,92 +2,91 @@ [[package]] name = "aiohttp" -version = "3.9.1" +version = "3.9.5" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.8" files = [ - {file = "aiohttp-3.9.1-cp310-cp310-macosx_10_9_universal2.whl", hash = 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(>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "1bed2edebca6168ceb42e5c8bdcb8196d30e29498ca7ea4515f7bcf53ceb926a" +content-hash = "34b3cef8d3c84f54cf50b30e588a545a89fffe91d46a33cb269f48c222176f4e" diff --git a/apps/telephony_app/pyproject.toml b/apps/telephony_app/pyproject.toml index df7b2c7abc..01f6fc1b69 100644 --- a/apps/telephony_app/pyproject.toml +++ b/apps/telephony_app/pyproject.toml @@ -7,12 +7,11 @@ readme = "README.md" [tool.poetry.dependencies] python = ">=3.9,<3.12" -redis = "^4.5.4" -twilio = "^8.1.0" -vonage = "^3.5.1" -pyngrok = "^6.0.0" -python-dotenv = "^1.0.0" -vocode = "0.1.111" +pyngrok = "^7.1.6" +python-dotenv = "^1.0.1" +vocode = { path = "../..", extras = [ + "all", +], develop = true, python = ">=3.11,<3.12" } [build-system] diff --git a/apps/telephony_app/speller_agent.py b/apps/telephony_app/speller_agent.py index 19f755a94d..43ed0ce732 100644 --- a/apps/telephony_app/speller_agent.py +++ b/apps/telephony_app/speller_agent.py @@ -1,16 +1,18 @@ -import logging -from typing import Optional, Tuple import typing +from typing import Optional, Tuple + +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.agent.base_agent import BaseAgent, RespondAgent from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent from vocode.streaming.models.agent import AgentConfig, AgentType, ChatGPTAgentConfig -from vocode.streaming.agent.base_agent import BaseAgent, RespondAgent -from vocode.streaming.agent.factory import AgentFactory class SpellerAgentConfig(AgentConfig, type="agent_speller"): """Configuration for SpellerAgent. Inherits from AgentConfig.""" + pass + class SpellerAgent(RespondAgent[SpellerAgentConfig]): """SpellerAgent class. Inherits from RespondAgent. @@ -47,18 +49,14 @@ async def respond( return "".join(c + " " for c in human_input), False - -class SpellerAgentFactory(AgentFactory): +class SpellerAgentFactory(AbstractAgentFactory): """Factory class for creating agents based on the provided agent configuration.""" - def create_agent( - self, agent_config: AgentConfig, logger: Optional[logging.Logger] = None - ) -> BaseAgent: + def create_agent(self, agent_config: AgentConfig) -> BaseAgent: """Creates an agent based on the provided agent configuration. Args: agent_config (AgentConfig): The configuration for the agent to be created. - logger (Optional[logging.Logger]): The logger to be used by the agent. Returns: BaseAgent: The created agent. diff --git a/playground/streaming/agent/chat.py b/playground/streaming/agent/chat.py index bba34122f1..659443c9a4 100644 --- a/playground/streaming/agent/chat.py +++ b/playground/streaming/agent/chat.py @@ -1,85 +1,109 @@ import asyncio +import random import typing + from dotenv import load_dotenv -from playground.streaming.tracing_utils import make_parser_and_maybe_trace from pydantic.v1 import BaseModel + +from vocode.streaming.action.abstract_factory import AbstractActionFactory from vocode.streaming.action.base_action import BaseAction -from vocode.streaming.action.factory import ActionFactory from vocode.streaming.action.worker import ActionsWorker from vocode.streaming.models.actions import ( ActionConfig, ActionInput, ActionOutput, - ActionType, + EndOfTurn, + PhraseBasedActionTrigger, + PhraseBasedActionTriggerConfig, + PhraseTrigger, ) from vocode.streaming.models.agent import ChatGPTAgentConfig +from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.transcript import Transcript -from vocode.streaming.utils.state_manager import ConversationStateManager +from vocode.streaming.utils.state_manager import AbstractConversationStateManager from vocode.streaming.utils.worker import InterruptibleAgentResponseEvent load_dotenv() from vocode.streaming.agent import ChatGPTAgent from vocode.streaming.agent.base_agent import ( - BaseAgent, AgentResponseMessage, AgentResponseType, + BaseAgent, TranscriptionAgentInput, ) - -from vocode.streaming.transcriber.base_transcriber import Transcription +from vocode.streaming.models.transcriber import Transcription from vocode.streaming.utils import create_conversation_id +BACKCHANNELS = ["Got it", "Sure", "Okay", "I understand"] + class ShoutActionConfig(ActionConfig, type="shout"): # type: ignore num_exclamation_marks: int class ShoutActionParameters(BaseModel): - name: str + pass class ShoutActionResponse(BaseModel): success: bool -class ShoutAction( - BaseAction[ShoutActionConfig, ShoutActionParameters, ShoutActionResponse] -): +class ShoutAction(BaseAction[ShoutActionConfig, ShoutActionParameters, ShoutActionResponse]): description: str = "Shouts someone's name" parameters_type: typing.Type[ShoutActionParameters] = ShoutActionParameters response_type: typing.Type[ShoutActionResponse] = ShoutActionResponse async def run( - self, action_input: ActionInput[ShoutActionParameters] + self, + action_input: ActionInput[ShoutActionParameters], ) -> ActionOutput[ShoutActionResponse]: - print( - f"HI THERE {action_input.params.name}{self.action_config.num_exclamation_marks * '!'}" - ) + print(f"HI THERE {self.action_config.num_exclamation_marks * '!'}") return ActionOutput( action_type=self.action_config.type, response=ShoutActionResponse(success=True), ) -class ShoutActionFactory(ActionFactory): +class ShoutActionFactory(AbstractActionFactory): def create_action(self, action_config: ActionConfig) -> BaseAction: if isinstance(action_config, ShoutActionConfig): - return ShoutAction(action_config, should_respond=True) + return ShoutAction(action_config, should_respond="always") else: raise Exception("Invalid action type") -class DummyConversationManager(ConversationStateManager): - pass +class DummyConversationManager(AbstractConversationStateManager): + """For use with Agents operating in a non-call context.""" + + def __init__( + self, + using_input_streaming_synthesizer: bool = False, + ): + self._using_input_streaming_synthesizer = using_input_streaming_synthesizer + self._conversation_id = create_conversation_id() + + def using_input_streaming_synthesizer(self): + return self._using_input_streaming_synthesizer + def get_conversation_id(self): + return self._conversation_id -async def run_agent(agent: BaseAgent): + +async def run_agent( + agent: BaseAgent, interruption_probability: float, backchannel_probability: float +): ended = False conversation_id = create_conversation_id() async def receiver(): nonlocal ended + + assert agent.transcript is not None + + ignore_until_end_of_turn = False + while not ended: try: event = await agent.get_output_queue().get() @@ -93,13 +117,37 @@ async def receiver(): elif response.type == AgentResponseType.MESSAGE: agent_response = typing.cast(AgentResponseMessage, response) - agent.transcript.add_bot_message( - agent_response.message.text, conversation_id - ) - print( - "AI: " - + typing.cast(AgentResponseMessage, response).message.text - ) + if isinstance(agent_response.message, EndOfTurn): + ignore_until_end_of_turn = False + if random.random() < backchannel_probability: + backchannel = random.choice(BACKCHANNELS) + print("Human: " + f"[{backchannel}]") + agent.transcript.add_human_message( + backchannel, + conversation_id, + is_backchannel=True, + ) + elif isinstance(agent_response.message, BaseMessage): + if ignore_until_end_of_turn: + continue + + message_sent: str + is_final: bool + # TODO: consider allowing the user to interrupt the agent manually by responding fast + if random.random() < interruption_probability: + stop_idx = random.randint(0, len(agent_response.message.text)) + message_sent = agent_response.message.text[:stop_idx] + ignore_until_end_of_turn = True + is_final = False + else: + message_sent = agent_response.message.text + is_final = True + + agent.transcript.add_bot_message( + message_sent, conversation_id, is_final=is_final + ) + + print("AI: " + message_sent + ("-" if not is_final else "")) except asyncio.CancelledError: break @@ -116,6 +164,8 @@ async def sender(): message=message, confidence=1.0, is_final=True ), conversation_id=conversation_id, + twilio_sid="0", + vonage_uuid=None, ) ) ) @@ -129,9 +179,7 @@ async def sender(): output_queue=agent.get_input_queue(), action_factory=agent.action_factory, ) - actions_worker.attach_conversation_state_manager( - agent.conversation_state_manager - ) + actions_worker.attach_conversation_state_manager(agent.conversation_state_manager) actions_worker.start() await asyncio.gather(receiver(), sender()) @@ -144,32 +192,43 @@ async def agent_main(): # Replace with your agent! agent = ChatGPTAgent( ChatGPTAgentConfig( - prompt_preamble="have a conversation", + prompt_preamble="Have a conversation", + initial_message=BaseMessage(text="Is this Ajay?"), actions=[ - ShoutActionConfig(num_exclamation_marks=3), + ShoutActionConfig( + num_exclamation_marks=3, + action_trigger=PhraseBasedActionTrigger( + type="action_trigger_phrase_based", + config=PhraseBasedActionTriggerConfig( + phrase_triggers=[ + PhraseTrigger( + phrase="shout", + conditions=["phrase_condition_type_contains"], + ), + ], + ), + ), + ), ], ), action_factory=ShoutActionFactory(), ) - agent.attach_conversation_state_manager(DummyConversationManager(conversation=None)) + agent.attach_conversation_state_manager(DummyConversationManager()) agent.attach_transcript(transcript) if agent.agent_config.initial_message is not None: agent.output_queue.put_nowait( InterruptibleAgentResponseEvent( - payload=AgentResponseMessage( - message=agent.agent_config.initial_message - ), + payload=AgentResponseMessage(message=agent.agent_config.initial_message), agent_response_tracker=asyncio.Event(), ) ) agent.start() try: - await run_agent(agent) + await run_agent(agent, interruption_probability=0, backchannel_probability=0) except KeyboardInterrupt: agent.terminate() if __name__ == "__main__": - make_parser_and_maybe_trace() asyncio.run(agent_main()) diff --git a/playground/streaming/agent/restful_user_implemented_agent.py b/playground/streaming/agent/restful_user_implemented_agent.py index d5d36402a8..d8af0c9769 100644 --- a/playground/streaming/agent/restful_user_implemented_agent.py +++ b/playground/streaming/agent/restful_user_implemented_agent.py @@ -1,6 +1,7 @@ # type: ignore from typing import Generator, Optional, Tuple + from vocode.streaming.models.agent import RESTfulAgentOutput, RESTfulAgentText from vocode.streaming.user_implemented_agent.restful_agent import RESTfulAgent diff --git a/playground/streaming/agent/websocket_user_implemented_agent.py b/playground/streaming/agent/websocket_user_implemented_agent.py index 157a5aa0c8..56698bc445 100644 --- a/playground/streaming/agent/websocket_user_implemented_agent.py +++ b/playground/streaming/agent/websocket_user_implemented_agent.py @@ -1,4 +1,5 @@ import asyncio + from websockets.server import serve from vocode.streaming.models.websocket_agent import ( diff --git a/playground/streaming/benchmark.py b/playground/streaming/benchmark.py deleted file mode 100644 index 2717a2af37..0000000000 --- a/playground/streaming/benchmark.py +++ /dev/null @@ -1,569 +0,0 @@ -from collections import defaultdict -import os -import re -import json -import argparse -import asyncio -import logging -from tqdm import tqdm -import sounddevice as sd -from opentelemetry import trace, metrics -from opentelemetry.sdk.metrics import MeterProvider -from opentelemetry.sdk.trace import TracerProvider -from opentelemetry.sdk.trace.export import SimpleSpanProcessor -from opentelemetry.sdk.metrics.export import ( - InMemoryMetricReader, -) -from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter -from opentelemetry.sdk.resources import Resource -from vocode.streaming.agent.base_agent import TranscriptionAgentInput -from vocode.streaming.agent.vertex_ai_agent import ChatVertexAIAgent -from vocode.streaming.input_device.file_input_device import FileInputDevice -from vocode.streaming.agent import ChatGPTAgent, ChatAnthropicAgent -from vocode.streaming.input_device.microphone_input import MicrophoneInput -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.agent import ( - AzureOpenAIConfig, - ChatGPTAgentConfig, - ChatAnthropicAgentConfig, - ChatVertexAIAgentConfig, -) -from vocode.streaming.models.synthesizer import ( - AzureSynthesizerConfig, - BarkSynthesizerConfig, - CoquiSynthesizerConfig, - CoquiTTSSynthesizerConfig, - ElevenLabsSynthesizerConfig, - GTTSSynthesizerConfig, - GoogleSynthesizerConfig, - PlayHtSynthesizerConfig, - RimeSynthesizerConfig, - StreamElementsSynthesizerConfig, -) -from vocode.streaming.models.transcriber import ( - DeepgramTranscriberConfig, - AssemblyAITranscriberConfig, - PunctuationEndpointingConfig, -) -from vocode.streaming.models.transcript import Transcript -from vocode.streaming.output_device.file_output_device import FileOutputDevice -from vocode.streaming.synthesizer import ( - AzureSynthesizer, - BarkSynthesizer, - CoquiSynthesizer, - CoquiTTSSynthesizer, - ElevenLabsSynthesizer, - GTTSSynthesizer, - GoogleSynthesizer, - PlayHtSynthesizer, - RimeSynthesizer, - StreamElementsSynthesizer, -) -from vocode.streaming.transcriber import DeepgramTranscriber, AssemblyAITranscriber -from vocode.streaming.transcriber.base_transcriber import Transcription -from vocode.streaming.utils import get_chunk_size_per_second, remove_non_letters_digits -from vocode.streaming.utils.worker import InterruptibleEvent -from playground.streaming.tracing_utils import get_final_metrics - -logger = logging.getLogger(__name__) -logging.basicConfig() - -logger.setLevel(logging.DEBUG) -tracer = trace.get_tracer(__name__) -meter = metrics.get_meter(__name__) - - -# Create the parser -parser = argparse.ArgumentParser( - description="Benchmark Vocode's transcribers, agents, and synthesizers.\n" - + "Example usage: python playground/streaming/benchmark.py --all --all_num_cycles 3 --create_graphs" -) - -synthesizer_classes = { - "elevenlabs": (ElevenLabsSynthesizer, ElevenLabsSynthesizerConfig), - "azure": (AzureSynthesizer, AzureSynthesizerConfig), - "bark": (BarkSynthesizer, BarkSynthesizerConfig), - # "coqui": (CoquiSynthesizer, CoquiSynthesizerConfig), - # "coquitts": (CoquiTTSSynthesizer, CoquiTTSSynthesizerConfig), - "google": (GoogleSynthesizer, GoogleSynthesizerConfig), - "gtts": (GTTSSynthesizer, GTTSSynthesizerConfig), - "playht": (PlayHtSynthesizer, PlayHtSynthesizerConfig), - "rime": (RimeSynthesizer, RimeSynthesizerConfig), - "streamelements": (StreamElementsSynthesizer, StreamElementsSynthesizerConfig), -} - - -# These synthesizers stream output so they need to be traced within this file. -STREAMING_SYNTHESIZERS = ["azure", "elevenlabs"] - - -TRANSCRIBER_CHOICES = ["deepgram", "assemblyai"] -AGENT_CHOICES = [ - "gpt_gpt-3.5-turbo", - "gpt_gpt-4", - "azuregpt_gpt-35-turbo", - "anthropic_claude-v1", - "anthropic_claude-instant-v1", - "vertex_ai_chat-bison@001", -] -SYNTHESIZER_CHOICES = list(synthesizer_classes) - -parser.add_argument( - "--transcribers", - type=str, - nargs="*", - default=[], - choices=TRANSCRIBER_CHOICES + ["all"], - help="The list of transcribers to benchmark", -) -parser.add_argument( - "--agents", - type=str, - nargs="*", - default=[], - choices=AGENT_CHOICES + ["all"], - help="The list of agents to benchmark. Each agent should be of the form _.", -) -parser.add_argument( - "--synthesizers", - type=str, - nargs="*", - default=[], - choices=SYNTHESIZER_CHOICES + ["all"], - help="The list of synthesizers to benchmark", -) -parser.add_argument( - "--transcriber_audio", - type=str, - default="playground/streaming/test.wav", - help="Path to the audio file to transcribe", -) -parser.add_argument( - "--transcriber_use_mic", - action="store_true", - help="Use the microphone as the input device for the transcriber. " - + "Overrides --transcriber_audio. Be silent for ≈5 seconds to end transcription.", -) -parser.add_argument( - "--synthesizer_text", - type=str, - default="Alice was beginning to get very tired of sitting by her sister on the bank, and of having nothing to do: once or twice she had peeped into the book her sister was reading, but it had no pictures or conversations in it, “and what is the use of a book,” thought Alice “without pictures or conversations?”", - help="The text for synthesizers to synthesize", -) -parser.add_argument( - "--agent_prompt_preamble", - type=str, - default="The AI is having a very short and pleasant conversation about life", - help="The prompt preamble to use for the agent", -) -parser.add_argument( - "--agent_first_input", - type=str, - default="What is the meaning of life?", - help="The initial message sent to the agent (this is a transcribed sentence that the agent should respond to).", -) -parser.add_argument( - "--no_generate_responses", - action="store_true", - help="Disable streaming generated responses for agents", -) -parser.add_argument( - "--transcriber_num_cycles", - type=int, - default=1, - help="The number of transcriber runs to perform. Results are averaged over the runs.", -) -parser.add_argument( - "--synthesizer_num_cycles", - type=int, - default=1, - help="The number of synthesizer runs to perform. Results are averaged over the runs.", -) -parser.add_argument( - "--all_num_cycles", - type=int, - default=None, - help="The number of transcriber, agent, and synthesizer runs to perform. Overrides all other num_cycle arguments.", -) -parser.add_argument( - "--agent_num_cycles", - type=int, - default=1, - help="The number of agent runs to perform. Results are averaged over the runs.", -) -parser.add_argument( - "--all", - action="store_true", - help="Run all supported transcribers, agents, and synthesizers. Ignores other arguments.", -) -parser.add_argument( - "--create_graphs", - action="store_true", - help="Create graphs from the benchmark results. Requires matplotlib.", -) -parser.add_argument( - "--just_graphs", - action="store_true", - help="Skips computing statistics. Loads the last saved benchmark result " - + "JSON file and creates graphs from it.", -) -parser.add_argument( - "--results_file", - type=str, - default="benchmark_results.json", - help="The file to save the benchmark JSON results to", -) -parser.add_argument( - "--results_dir", - type=str, - default="benchmark_results", - help="The directory to save the text-to-speech output and JSON results to", -) -args = parser.parse_args() -if args.all: - print("--all is set! Running all supported transcribers, agents, and synthesizers.") - args.transcribers = TRANSCRIBER_CHOICES - args.agents = AGENT_CHOICES - args.synthesizers = SYNTHESIZER_CHOICES - -if "all" in args.transcribers: - args.transcribers = TRANSCRIBER_CHOICES -if "all" in args.agents: - args.agents = AGENT_CHOICES -if "all" in args.synthesizers: - args.synthesizers = SYNTHESIZER_CHOICES - -if args.all_num_cycles is not None: - args.transcriber_num_cycles = args.all_num_cycles - args.agent_num_cycles = args.all_num_cycles - args.synthesizer_num_cycles = args.all_num_cycles - -if args.create_graphs or args.just_graphs: - try: - import matplotlib.pyplot as plt - except ImportError: - print( - "ERROR: The --create_graphs flag requires matplotlib. Please " - + "install matplotlib and try again." - ) - exit(1) - -if args.just_graphs: - print( - "--just_graphs is set! Skipping computing statistics and instead " - + "generating graphs from the last saved benchmark result JSON file." - ) - -should_generate_responses = not args.no_generate_responses - -os.makedirs(args.results_dir, exist_ok=True) - - -def get_transcriber(transcriber_name, file_input): - if transcriber_name == "deepgram": - transcriber = DeepgramTranscriber( - DeepgramTranscriberConfig.from_input_device( - file_input, - endpointing_config=PunctuationEndpointingConfig(), - ) - ) - elif transcriber_name == "assemblyai": - transcriber = AssemblyAITranscriber( - AssemblyAITranscriberConfig.from_input_device( - file_input, - ) - ) - return transcriber - - -trace.set_tracer_provider(TracerProvider(resource=Resource.create({}))) -span_exporter = InMemorySpanExporter() -trace.get_tracer_provider().add_span_processor(SimpleSpanProcessor(span_exporter)) # type: ignore - -reader = InMemoryMetricReader() -provider = MeterProvider(metric_readers=[reader]) -metrics.set_meter_provider(provider) - - -async def run_agents(): - for agent_name in tqdm(args.agents, desc="Agents"): - company, model_name = agent_name.rsplit("_", 1) - length_meter = meter.create_counter( - remove_non_letters_digits( - f"agent.agent_chat_{company}-{model_name}.total_characters" - ), - ) - for _ in tqdm(range(args.agent_num_cycles), desc="Agent Cycles"): - if company == "gpt": - agent = ChatGPTAgent( - ChatGPTAgentConfig( - initial_message=None, - prompt_preamble=args.agent_prompt_preamble, - allow_agent_to_be_cut_off=False, - model_name=model_name, - generate_responses=should_generate_responses, - ) - ) - elif company == "azuregpt": - agent = ChatGPTAgent( - ChatGPTAgentConfig( - initial_message=None, - prompt_preamble=args.agent_prompt_preamble, - allow_agent_to_be_cut_off=False, - azure_params=AzureOpenAIConfig(engine=model_name), - generate_responses=should_generate_responses, - ) - ) - elif company == "anthropic": - agent = ChatAnthropicAgent( - ChatAnthropicAgentConfig( - initial_message=None, - allow_agent_to_be_cut_off=False, - model_name=model_name, - generate_responses=should_generate_responses, - ) - ) - elif company == "vertex_ai": - agent = ChatVertexAIAgent( - ChatVertexAIAgentConfig( - initial_message=None, - prompt_preamble=args.agent_prompt_preamble, - allow_agent_to_be_cut_off=False, - model_name=model_name, - generate_responses=False, - ) - ) - agent.attach_transcript(Transcript()) - agent_task = agent.start() - message = TranscriptionAgentInput( - transcription=Transcription( - message=args.agent_first_input, confidence=1.0, is_final=True - ), - conversation_id=0, - ) - agent.consume_nonblocking( - agent.interruptible_event_factory.create_interruptible_event(message) - ) - - while True: - try: - message = await asyncio.wait_for( - agent.output_queue.get(), timeout=15 - ) - length_meter.add(len(message.payload.message.text)) - logger.debug( - f"[Agent: {agent_name}] Response from API: {message.payload.message.text}" - ) - except asyncio.TimeoutError: - logger.debug( - f"[Agent: {agent_name}] Agent queue is empty, stopping..." - ) - break - - -async def run_synthesizers(): - def create_file_output_device(synthesizer_name, extra_info=""): - return FileOutputDevice( - os.path.join(args.results_dir, f"{synthesizer_name}{extra_info}.wav"), - ) - - for synthesizer_cycle_idx in tqdm( - range(args.synthesizer_num_cycles), desc="Synthesizer Cycles" - ): - for synthesizer_name in args.synthesizers: - file_output = create_file_output_device( - synthesizer_name, f"-run={synthesizer_cycle_idx}" - ) - synthesizer_class, synthesizer_config_class = synthesizer_classes[ - synthesizer_name - ] - extra_config = {} - if synthesizer_name == "playht": - extra_config["voice_id"] = "larry" - elif synthesizer_name == "rime": - extra_config["speaker"] = "young_male_unmarked-1" - synthesizer = synthesizer_class( - synthesizer_config_class.from_output_device(file_output, **extra_config) - ) - - chunk_size = get_chunk_size_per_second( - synthesizer.get_synthesizer_config().audio_encoding, - synthesizer.get_synthesizer_config().sampling_rate, - ) - - current_synthesizer_is_streaming = ( - synthesizer_name in STREAMING_SYNTHESIZERS - ) - if current_synthesizer_is_streaming: - total_synthesis_span = tracer.start_span( - f"synthesizer.{synthesizer_name}.create_total" - ) - first_synthesis_span = tracer.start_span( - f"synthesizer.{synthesizer_name}.create_first" - ) - - try: - synthesis_result = await synthesizer.create_speech( - message=BaseMessage(text=args.synthesizer_text), - chunk_size=chunk_size, - ) - except asyncio.TimeoutError: - logger.error( - f"[Synthesizer: {synthesizer_name}] Timed out while synthesizing. Skipping {synthesizer_name}..." - ) - continue - except Exception as e: - logger.error( - f"[Synthesizer: {synthesizer_name}] Exception while synthesizing: {e}. Skipping {synthesizer_name}..." - ) - continue - chunk_generator = synthesis_result.chunk_generator - - with tqdm(desc=f"{synthesizer_name.title()} Synthesizing") as pbar: - first_chunk = True - while True: - pbar.update(1) - chunk_result = await chunk_generator.__anext__() - if current_synthesizer_is_streaming and first_chunk: - first_chunk = False - first_synthesis_span.end() - file_output.consume_nonblocking(chunk_result.chunk) - if chunk_result.is_last_chunk: - break - - if current_synthesizer_is_streaming: - total_synthesis_span.end() - - -async def run_transcribers(): - sample_rate = 44100 - chunk_size = 2048 - sleep_time = chunk_size / sample_rate - if args.transcriber_use_mic: - input_device_info = sd.query_devices(kind="input") - input_device = MicrophoneInput(input_device_info) - else: - input_device = FileInputDevice( - args.transcriber_audio, - chunk_size=chunk_size, - silent_duration=0.01, - skip_initial_load=True, - ) - - for transcriber_cycle_idx in tqdm( - range(args.transcriber_num_cycles), desc="Transcriber Cycles" - ): - for transcriber_name in tqdm(args.transcribers, desc="Transcribers"): - transcriber = get_transcriber(transcriber_name, input_device) - if not args.transcriber_use_mic: - input_device.load() - transcriber_task = transcriber.start() - - if args.transcriber_use_mic: - - async def record_audio_task(): - while True: - chunk = await input_device.get_audio() - transcriber.send_audio(chunk) - - send_audio = asyncio.create_task(record_audio_task()) - else: - - async def send_audio_task(): - while not input_device.is_done(): - chunk = await input_device.get_audio() - transcriber.send_audio(chunk) - await asyncio.sleep(sleep_time) - - send_audio = asyncio.create_task(send_audio_task()) - - # `get` from `transcriber.output_queue` until it's empty for 5 seconds - pbar = tqdm( - desc=f"{transcriber_name.title()} Transcribing", - total=input_device.duration if not args.transcriber_use_mic else None, - unit="chunk", - ) - while True: - try: - transcription = await asyncio.wait_for( - transcriber.output_queue.get(), timeout=5 - ) - # update the progress bar status - pbar.update(round(transcriber.audio_cursor - pbar.n, 2)) - except asyncio.TimeoutError: - logger.debug( - f"[Transcriber: {transcriber_name}] Transcriber queue is empty, stopping transcription..." - ) - send_audio.cancel() - break - if not args.transcriber_use_mic: - pbar.update(pbar.total - pbar.n) - transcriber.terminate() - - -def create_graphs(final_results): - logger.info("Creating graphs from benchmark results...") - results_split = [] - for name, value in final_results.items(): - first_name = name.split(".", 1) - second_name = first_name[1].rsplit(".", 1) - results_split.append((first_name[0], *second_name, value)) - - graph_data = defaultdict(lambda: defaultdict(list)) - for category, name, metric, value in results_split: - graph_data[f"{category} - {metric}"]["labels"].append(name) - graph_data[f"{category} - {metric}"]["values"].append(value) - - graph_dir = os.path.join(args.results_dir, "graphs") - os.makedirs(graph_dir, exist_ok=True) - - for graph_title, data in graph_data.items(): - plt.title(graph_title) - plt.bar(data["labels"], data["values"]) - plt.xticks(rotation=45) - plt.tight_layout() - plt.savefig(os.path.join(graph_dir, f"{graph_title}.png")) - plt.clf() - - -async def main(): - result_file_path = os.path.join(args.results_dir, args.results_file) - if not args.just_graphs: - if args.agents: - await run_agents() - if args.transcribers: - await run_transcribers() - if args.synthesizers: - await run_synthesizers() - - trace_results = span_exporter.get_finished_spans() - final_spans = defaultdict(list) - for span in trace_results: - duration_ns = span.end_time - span.start_time - duration_s = duration_ns / 1e9 - final_spans[span.name].append(duration_s) - - scope_metrics = reader.get_metrics_data().resource_metrics[0].scope_metrics - final_metrics = get_final_metrics(scope_metrics, final_spans=final_spans) - - final_spans = {k: sum(v) / len(v) for k, v in final_spans.items() if len(v) > 0} - if len(scope_metrics) > 0: - final_results = {**final_spans, **final_metrics} - else: - final_results = final_spans - print(json.dumps(final_results, indent=4)) - if args.results_file: - with open(result_file_path, "w") as f: - json.dump(final_results, f, indent=4) - else: - with open(result_file_path, "r") as f: - final_results = json.load(f) - - if args.create_graphs or args.just_graphs: - create_graphs(final_results) - - print("Benchmarking complete!") - - -if __name__ == "__main__": - asyncio.run(main()) diff --git a/playground/streaming/synthesizer/synthesize.py b/playground/streaming/synthesizer/synthesize.py index 41adfbef8b..b27153c4b0 100644 --- a/playground/streaming/synthesizer/synthesize.py +++ b/playground/streaming/synthesizer/synthesize.py @@ -1,39 +1,26 @@ import time -import argparse -from typing import Optional -import aiohttp -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment + from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.synthesizer import ( - AzureSynthesizerConfig, - GoogleSynthesizerConfig, - PlayHtSynthesizerConfig, - ElevenLabsSynthesizerConfig, - RimeSynthesizerConfig, - PollySynthesizerConfig, -) +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.output_device.speaker_output import SpeakerOutput -from vocode.streaming.synthesizer import * +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer from vocode.streaming.utils import get_chunk_size_per_second -from playground.streaming.tracing_utils import make_parser_and_maybe_trace - if __name__ == "__main__": import asyncio + from dotenv import load_dotenv load_dotenv() - make_parser_and_maybe_trace() - seconds_per_chunk = 1 async def speak( synthesizer: BaseSynthesizer, output_device: BaseOutputDevice, message: BaseMessage, - bot_sentiment: Optional[BotSentiment] = None, ): message_sent = message.text cut_off = False @@ -42,19 +29,15 @@ async def speak( synthesizer.get_synthesizer_config().sampling_rate, ) # ClientSession needs to be created within the async task - synthesizer.aiohttp_session = aiohttp.ClientSession() - synthesis_result = await synthesizer.create_speech( + synthesis_result = await synthesizer.create_speech_uncached( message=message, - chunk_size=chunk_size, - bot_sentiment=bot_sentiment, + chunk_size=int(chunk_size), ) chunk_idx = 0 async for chunk_result in synthesis_result.chunk_generator: try: start_time = time.time() - speech_length_seconds = seconds_per_chunk * ( - len(chunk_result.chunk) / chunk_size - ) + speech_length_seconds = seconds_per_chunk * (len(chunk_result.chunk) / chunk_size) output_device.consume_nonblocking(chunk_result.chunk) end_time = time.time() await asyncio.sleep( @@ -63,19 +46,11 @@ async def speak( 0, ) ) - print( - "Sent chunk {} with size {}".format( - chunk_idx, len(chunk_result.chunk) - ) - ) + print("Sent chunk {} with size {}".format(chunk_idx, len(chunk_result.chunk))) chunk_idx += 1 except asyncio.CancelledError: seconds = chunk_idx * seconds_per_chunk - print( - "Interrupted, stopping text to speech after {} chunks".format( - chunk_idx - ) - ) + print("Interrupted, stopping text to speech after {} chunks".format(chunk_idx)) message_sent = f"{synthesis_result.get_message_up_to(seconds)}-" cut_off = True break @@ -83,6 +58,8 @@ async def speak( return message_sent, cut_off async def main(): + speaker_output = SpeakerOutput.from_default_device() + synthesizer = AzureSynthesizer(AzureSynthesizerConfig.from_output_device(speaker_output)) try: while True: message_sent, _ = await speak( @@ -93,13 +70,7 @@ async def main(): print("Message sent: ", message_sent) except KeyboardInterrupt: print("Interrupted, exiting") - await synthesizer.tear_down() - - speaker_output = SpeakerOutput.from_default_device() # replace with the synthesizer you want to test # Note: --trace will not work with AzureSynthesizer - synthesizer = AzureSynthesizer( - AzureSynthesizerConfig.from_output_device(speaker_output) - ) asyncio.run(main()) diff --git a/playground/streaming/tracing_utils.py b/playground/streaming/tracing_utils.py index a923437842..2dd1c86569 100644 --- a/playground/streaming/tracing_utils.py +++ b/playground/streaming/tracing_utils.py @@ -1,12 +1,21 @@ -import re +raise DeprecationWarning( + "OpenTelemetry support is currently deprecated, but planned to be re-enabled in the future." +) + import argparse +import re from collections import defaultdict from threading import RLock from typing import Any, Dict, List, Optional, Union + +from opentelemetry.sdk.metrics.export import ( + HistogramDataPoint, + Metric, + MetricReader, + MetricsData, + NumberDataPoint, +) from opentelemetry.sdk.trace.export import SpanExporter -from opentelemetry.sdk.metrics.export import MetricReader -from opentelemetry.sdk.metrics.export import Metric, MetricsData -from opentelemetry.sdk.metrics.export import NumberDataPoint, HistogramDataPoint NANOSECONDS_PER_SECOND = 1e9 @@ -43,21 +52,16 @@ def get_final_metrics(scope_metrics, final_spans=None): transcriber_str = metric_name.split(".")[1] final_metrics[metric_name] = ( raw_metric.sum - / formatted_metric_results[ - f"transcriber.{transcriber_str}.duration" - ].sum + / formatted_metric_results[f"transcriber.{transcriber_str}.duration"].sum ) elif re.match(r"agent.*\.total_characters", metric_name) and final_spans: agent_str = metric_name.split(".", 1)[1].rsplit(".", 1)[0] generate_total_key = f"agent.{agent_str}.generate_total" respond_total_key = f"agent.{agent_str}.respond_total" - final_metrics[f"agent.{agent_str}.characters_per_second"] = ( - raw_metric.value - / ( - sum(final_spans[generate_total_key]) - if generate_total_key in final_spans - else sum(final_spans[respond_total_key]) - ) + final_metrics[f"agent.{agent_str}.characters_per_second"] = raw_metric.value / ( + sum(final_spans[generate_total_key]) + if generate_total_key in final_spans + else sum(final_spans[respond_total_key]) ) else: try: @@ -104,15 +108,13 @@ def shutdown(self, timeout_millis: float = 30_000, **kwargs) -> None: def make_parser_and_maybe_trace(): parser = argparse.ArgumentParser() - parser.add_argument( - "--trace", action="store_true", help="Log latencies and other statistics" - ) + parser.add_argument("--trace", action="store_true", help="Log latencies and other statistics") args = parser.parse_args() if args.trace: from opentelemetry import trace + from opentelemetry.sdk.resources import Resource from opentelemetry.sdk.trace import TracerProvider from opentelemetry.sdk.trace.export import SimpleSpanProcessor - from opentelemetry.sdk.resources import Resource trace.set_tracer_provider(TracerProvider(resource=Resource.create({}))) span_exporter = PrintDurationSpanExporter() diff --git a/playground/streaming/transcriber/transcribe.py b/playground/streaming/transcriber/transcribe.py index 0ce3ea3ce7..111c272466 100644 --- a/playground/streaming/transcriber/transcribe.py +++ b/playground/streaming/transcriber/transcribe.py @@ -1,35 +1,18 @@ -import argparse - from vocode.streaming.input_device.microphone_input import MicrophoneInput -from vocode.streaming.models.transcriber import ( - DeepgramTranscriberConfig, - PunctuationEndpointingConfig, +from vocode.streaming.models.transcriber import DeepgramTranscriberConfig, Transcription +from vocode.streaming.transcriber.base_transcriber import BaseTranscriber +from vocode.streaming.transcriber.deepgram_transcriber import ( + DeepgramEndpointingConfig, + DeepgramTranscriber, ) -from vocode.streaming.transcriber.base_transcriber import BaseTranscriber, Transcription -from vocode.streaming.transcriber import * - if __name__ == "__main__": import asyncio + from dotenv import load_dotenv load_dotenv() - parser = argparse.ArgumentParser() - parser.add_argument( - "--trace", action="store_true", help="Log latencies and other statistics" - ) - args = parser.parse_args() - - if args.trace: - from opentelemetry import metrics - from opentelemetry.sdk.metrics import MeterProvider - from playground.streaming.tracing_utils import SpecificStatisticsReader - - reader = SpecificStatisticsReader() - provider = MeterProvider(metric_readers=[reader]) - metrics.set_meter_provider(provider) - 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"pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [extras] -actions = ["nylas"] -agents = ["google-cloud-aiplatform"] -all = ["elevenlabs", "google-cloud-aiplatform", "google-cloud-speech", "google-cloud-texttospeech", "gtts", "nylas", "redis", "twilio", "vonage"] -synthesizers = ["elevenlabs", "google-cloud-texttospeech", "gtts"] -telephony = ["redis", "twilio", "vonage"] +all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "langchain", "langchain-community", "miniaudio", "nltk", "pvkoala", "pydub", "twilio", "vonage"] +misc = ["langchain", "langchain-community"] +synthesizers = ["cartesia", "google-cloud-texttospeech", "miniaudio", "pvkoala", "pydub"] +telephony = ["twilio", "vonage"] transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" -python-versions = ">=3.8.1,<3.12" -content-hash = "69f7c4477423f9ac80c4ad74767eb35a1b001498da8d9b207c3d00f0cab832ff" +python-versions = ">=3.10,<4.0" +content-hash = "6a94ac4f14452e6e73f6d5984455bf7935a15f6812dfe6214a38ebd1be30adb9" diff --git a/pyproject.toml b/pyproject.toml index e43119d8bb..b613eb7bfa 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,79 +7,124 @@ license = "MIT License" readme = "README.md" homepage = "https://github.com/vocodedev/vocode-python" + [tool.poetry.dependencies] -python = ">=3.8.1,<3.12" -pydub = "^0.25.1" -nltk = "^3.8.1" -openai = "^0.27.8" -sounddevice = "^0.4.6" -azure-cognitiveservices-speech = "^1.27.0" -websockets = "^11.0.2" -requests = "^2.28.2" -uvicorn = "^0.21.1" -fastapi = "^0.100.1" -jinja2 = "^3.1.2" -python-multipart = "^0.0.6" -six = "^1.16.0" -opentelemetry-sdk = "^1.17.0" +python = ">=3.10,<4.0" +aiohttp = "^3.9.5" +anthropic = "^0.28.0" +azure-cognitiveservices-speech = "^1.37.0" +elevenlabs = "^1.2.2" +fastapi = "^0.111.0" janus = "^1.0.0" -scipy = "^1.10.1" -anthropic = "^0.7.1" +jinja2 = "^3.1.4" +jsonschema = "^4.22.0" +loguru = "^0.7.2" +numpy = "^1.26.4" +openai = "^1.30.5" +opentelemetry-sdk = "^1.24.0" +phonenumbers = "^8.13.37" +pydantic = "^2.7.2" +pydantic-settings = "^2.3.0" +pyht = "^0.0.28" +redis = "^5.0.4" +requests = "^2.32.3" +sentry-sdk = { extras = ["fastapi"], version = "^2.3.1" } +sounddevice = "^0.4.7" +tiktoken = "^0.7.0" +uvicorn = "^0.30.0" +websockets = "^12.0" +nltk = "^3.8.1" -elevenlabs = {version = "^0.2.6", optional = true} -google-cloud-texttospeech = {version = "^2.16.1", optional = true} -gtts = {version = "^2.3.1", optional = true} +# Synthesizers +google-cloud-texttospeech = { version = "^2.16.3", optional = true } +miniaudio = { version = "^1.59", optional = true } +pvkoala = { version = "^2.0.1", optional = true } +pydub = { version = "^0.25.1", optional = true } +cartesia = { version = "^0.1.1", optional = true } -google-cloud-speech = {version = "^2.19.0", optional = true} +# Transcribers +google-cloud-speech = { version = "^2.26.0", optional = true } -redis = {version = "^4.5.4", optional = true} -twilio = {version = "^8.1.0", optional = true} -vonage = {version = "^3.5.1", optional = true} -nylas = {version = "^5.14.0", optional = true} -speechrecognition = "^3.10.0" -aiohttp = "^3.8.4" -langchain = "^0.1.4" -google-cloud-aiplatform = {version = "^1.26.0", optional = true} -miniaudio = "^1.59" -boto3 = "^1.28.28" -pydantic = "^2.0" -langchain-community = "^0.0.16" +# Telephony +twilio = { version = "^9.1.0", optional = true } +vonage = { version = "^3.14.0", optional = true } +# Misc +langchain = { version = "^0.2.1", optional = true } +langchain-community = { version = "^0.2.1", optional = true } [tool.poetry.group.lint.dependencies] black = "^24.4.2" +isort = "^5.13.2" +[tool.poetry.group.typing.dependencies] +mypy = "^1.10.0" +pydub-stubs = "^0.25.1.0" +types-redis = "^4.6.0" +types-regex = "^2024.5.15.20240519" +types-requests = "^2.32.0.20240523" [tool.poetry.group.dev.dependencies] -python-dotenv = "^1.0.0" -pytest = "^7.4.3" -pytest-asyncio = "^0.21.0" -aioresponses = "^0.7.4" -pre-commit = "^3.3.3" -pytest-mock = "^3.12.0" - +aioresponses = "^0.7.6" +coverage = "^7.5.3" +fakeredis = "^2.23.2" +pytest = "^8.2.1" +pytest-asyncio = "^0.23.7" +pytest-cov = "^5.0.0" +pytest-env = "^1.1.3" +pytest-httpx = "^0.30.0" +pytest-mock = "^3.14.0" -[tool.poetry.group.typing.dependencies] -mypy = "^1.8.0" -pydub-stubs = "^0.25.1.0" -types-requests = "^2.30.0.0" -types-regex = "^2023.5.5.0" -types-redis = "^4.5.5.2" +[tool.poetry.extras] +synthesizers = [ + "google-cloud-texttospeech", + "miniaudio", + "pvkoala", + "pydub", + "cartesia", +] +transcribers = ["google-cloud-speech"] +telephony = ["twilio", "vonage"] +misc = ["langchain", "langchain-community"] +all = [ + "google-cloud-texttospeech", + "miniaudio", + "nltk", + "pvkoala", + "pydub", + "google-cloud-speech", + "twilio", + "vonage", + "langchain", + "langchain-community", + "cartesia" +] [tool.mypy] -ignore_missing_imports = "True" +ignore_missing_imports = true exclude = ["venv", ".venv"] -explicit_package_bases = "True" +explicit_package_bases = true -[tool.poetry.extras] -synthesizers = ["gtts", "google-cloud-texttospeech", "elevenlabs"] -transcribers = ["google-cloud-speech"] -telephony = ["twilio", "redis", "vonage"] -agents = ["google-cloud-aiplatform"] -actions = ["nylas"] -all = ["gtts", "google-cloud-texttospeech", "elevenlabs", "google-cloud-speech", "google-cloud-aiplatform", "twilio", "redis", "nylas", "vonage"] +[tool.pytest.ini_options] +addopts = "--basetemp=/tmp/pytest" +testpaths = ["tests"] + +[tool.pytest_env] +ENVIRONMENT = "test" +AZURE_OPENAI_API_BASE_EAST_US = "https://api.openai.com" +AZURE_OPENAI_API_KEY_EAST_US = "test" + +[tool.coverage.run] +omit = ["tests/*"] + +[tool.black] +line-length = 100 + +[tool.isort] +profile = "black" +line_length = 100 [build-system] diff --git a/quickstarts/streaming_conversation.py b/quickstarts/streaming_conversation.py index d02124a6b4..9a482299fc 100644 --- a/quickstarts/streaming_conversation.py +++ b/quickstarts/streaming_conversation.py @@ -1,25 +1,46 @@ import asyncio -import logging import signal -from dotenv import load_dotenv +from pydantic_settings import BaseSettings, SettingsConfigDict -load_dotenv() - -from vocode.streaming.streaming_conversation import StreamingConversation from vocode.helpers import create_streaming_microphone_input_and_speaker_output -from vocode.streaming.transcriber import * -from vocode.streaming.agent import * -from vocode.streaming.synthesizer import * -from vocode.streaming.models.transcriber import * -from vocode.streaming.models.agent import * -from vocode.streaming.models.synthesizer import * +from vocode.logging import configure_pretty_logging +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.models.agent import ChatGPTAgentConfig from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.models.transcriber import ( + DeepgramTranscriberConfig, + PunctuationEndpointingConfig, +) +from vocode.streaming.streaming_conversation import StreamingConversation +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer +from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber + +configure_pretty_logging() + + +class Settings(BaseSettings): + """ + Settings for the streaming conversation quickstart. + These parameters can be configured with environment variables. + """ + openai_api_key: str = "ENTER_YOUR_OPENAI_API_KEY_HERE" + azure_speech_key: str = "ENTER_YOUR_AZURE_KEY_HERE" + deepgram_api_key: str = "ENTER_YOUR_DEEPGRAM_API_KEY_HERE" -logging.basicConfig() -logger = logging.getLogger(__name__) -logger.setLevel(logging.DEBUG) + azure_speech_region: str = "eastus" + + # This means a .env file can be used to overload these settings + # ex: "OPENAI_API_KEY=my_key" will set openai_api_key over the default above + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + ) + + +settings = Settings() async def main(): @@ -28,7 +49,6 @@ async def main(): speaker_output, ) = create_streaming_microphone_input_and_speaker_output( use_default_devices=False, - logger=logger, use_blocking_speaker_output=True, # this moves the playback to a separate thread, set to False to use the main thread ) @@ -38,24 +58,25 @@ async def main(): DeepgramTranscriberConfig.from_input_device( microphone_input, endpointing_config=PunctuationEndpointingConfig(), - ) + api_key=settings.deepgram_api_key, + ), ), agent=ChatGPTAgent( ChatGPTAgentConfig( + openai_api_key=settings.openai_api_key, initial_message=BaseMessage(text="What up"), prompt_preamble="""The AI is having a pleasant conversation about life""", ) ), synthesizer=AzureSynthesizer( - AzureSynthesizerConfig.from_output_device(speaker_output) + AzureSynthesizerConfig.from_output_device(speaker_output), + azure_speech_key=settings.azure_speech_key, + azure_speech_region=settings.azure_speech_region, ), - logger=logger, ) await conversation.start() print("Conversation started, press Ctrl+C to end") - signal.signal( - signal.SIGINT, lambda _0, _1: asyncio.create_task(conversation.terminate()) - ) + signal.signal(signal.SIGINT, lambda _0, _1: asyncio.create_task(conversation.terminate())) while conversation.is_active(): chunk = await microphone_input.get_audio() conversation.receive_audio(chunk) diff --git a/quickstarts/turn_based_conversation.py b/quickstarts/turn_based_conversation.py index 4afaaeb9b1..73cfb0f0ca 100644 --- a/quickstarts/turn_based_conversation.py +++ b/quickstarts/turn_based_conversation.py @@ -1,21 +1,32 @@ -import logging -from dotenv import load_dotenv -from vocode import getenv +from pydantic_settings import BaseSettings, SettingsConfigDict + from vocode.helpers import create_turn_based_microphone_input_and_speaker_output from vocode.turn_based.agent.chat_gpt_agent import ChatGPTAgent from vocode.turn_based.synthesizer.azure_synthesizer import AzureSynthesizer -from vocode.turn_based.synthesizer.eleven_labs_synthesizer import ElevenLabsSynthesizer from vocode.turn_based.transcriber.whisper_transcriber import WhisperTranscriber from vocode.turn_based.turn_based_conversation import TurnBasedConversation -logging.basicConfig() -logger = logging.getLogger(__name__) -logger.setLevel(logging.INFO) -load_dotenv() +class Settings(BaseSettings): + """ + Settings for the turn-based conversation quickstart. + These parameters can be configured with environment variables. + """ + + openai_api_key: str = "ENTER_YOUR_OPENAI_API_KEY_HERE" + azure_speech_key: str = "ENTER_YOUR_AZURE_KEY_HERE" + + azure_speech_region: str = "eastus" + + # This means a .env file can be used to overload these settings + # ex: "OPENAI_API_KEY=my_key" will set openai_api_key over the default above + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + ) + -# See https://api.elevenlabs.io/v1/voices -ADAM_VOICE_ID = "pNInz6obpgDQGcFmaJgB" +settings = Settings() if __name__ == "__main__": ( @@ -23,24 +34,22 @@ speaker_output, ) = create_turn_based_microphone_input_and_speaker_output( use_default_devices=False, - logger=logger, ) conversation = TurnBasedConversation( input_device=microphone_input, output_device=speaker_output, - transcriber=WhisperTranscriber(api_key=getenv("OPENAI_API_KEY")), + transcriber=WhisperTranscriber(api_key=settings.openai_api_key), agent=ChatGPTAgent( system_prompt="The AI is having a pleasant conversation about life", initial_message="Hello!", - api_key=getenv("OPENAI_API_KEY"), + api_key=settings.openai_api_key, ), synthesizer=AzureSynthesizer( - api_key=getenv("AZURE_SPEECH_KEY"), - region=getenv("AZURE_SPEECH_REGION"), + api_key=settings.azure_speech_key, + region=settings.azure_speech_region, voice_name="en-US-SteffanNeural", ), - logger=logger, ) print("Starting conversation. Press Ctrl+C to exit.") while True: diff --git a/tests/conftest.py b/tests/conftest.py new file mode 100644 index 0000000000..59e0c43589 --- /dev/null +++ b/tests/conftest.py @@ -0,0 +1,66 @@ +import os +from typing import Generator +from unittest import mock + +import pytest +from fakeredis import FakeAsyncRedis +from pytest import FixtureRequest, MonkeyPatch + + +@pytest.fixture(scope="session") +def default_env_vars() -> dict[str, str]: + """ + Defines default environment variables for the test session. + + This fixture provides a dictionary of default environment variables that are + commonly used across tests. It can be overridden in submodule scoped `conftest.py` + files or directly in tests. + + :return: A dictionary of default environment variables. + """ + return { + "ENVIRONMENT": "test", + "AZURE_OPENAI_API_BASE_EAST_US": "https://api.openai.com", + "AZURE_OPENAI_API_KEY_EAST_US": "test", + } + + +@pytest.fixture() +def mock_env( + monkeypatch: MonkeyPatch, request: pytest.FixtureRequest, default_env_vars: dict[str, str] +) -> Generator[None, None, None]: + """ + Temporarily sets environment variables for testing. + + This fixture allows tests to run with a modified set of environment variables, + either using the default set provided by `default_env_vars` or overridden by + test-specific parameters. It ensures that changes to environment variables do + not leak between tests. + + :param monkeypatch: The pytest monkeypatch fixture for modifying environment variables. + :param request: The pytest FixtureRequest object for accessing test-specific overrides. + :param default_env_vars: A dictionary of default environment variables. + :yield: None. This is a setup-teardown fixture that cleans up after itself. + """ + envvars = default_env_vars.copy() + if hasattr(request, "param") and isinstance(request.param, dict): + envvars.update(request.param) + + with mock.patch.dict(os.environ, envvars): + yield + + +@pytest.fixture +def redis_client(request: FixtureRequest) -> FakeAsyncRedis: + """ + Provides a fake Redis client for asynchronous operations. + + This fixture can be used in tests that require a Redis client but should not + interact with a real Redis instance. It leverages fakeredis to simulate Redis + operations in memory without any external dependencies. + + :param request: The pytest request object, used here for potential future extensions. + :return: An instance of a fake Redis client. + """ + redis_client = FakeAsyncRedis() + return redis_client diff --git a/tests/fakedata/conversation.py b/tests/fakedata/conversation.py new file mode 100644 index 0000000000..c538b45aef --- /dev/null +++ b/tests/fakedata/conversation.py @@ -0,0 +1,85 @@ +from typing import Optional + +from pytest_mock import MockerFixture + +from vocode.streaming.agent.base_agent import BaseAgent +from vocode.streaming.models.agent import AgentConfig, ChatGPTAgentConfig +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import PlayHtSynthesizerConfig, SynthesizerConfig +from vocode.streaming.models.transcriber import DeepgramTranscriberConfig, TranscriberConfig +from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.streaming_conversation import StreamingConversation +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer +from vocode.streaming.telephony.constants import DEFAULT_CHUNK_SIZE, DEFAULT_SAMPLING_RATE +from vocode.streaming.transcriber.base_transcriber import BaseTranscriber +from vocode.streaming.transcriber.deepgram_transcriber import DeepgramEndpointingConfig +from vocode.streaming.utils.events_manager import EventsManager + +DEFAULT_DEEPGRAM_TRANSCRIBER_CONFIG = DeepgramTranscriberConfig( + chunk_size=DEFAULT_CHUNK_SIZE, + sampling_rate=DEFAULT_SAMPLING_RATE, + audio_encoding=AudioEncoding.MULAW, + endpointing_config=DeepgramEndpointingConfig(), + model="2-phonecall", + tier="nova", +) + +DEFAULT_SYNTHESIZER_CONFIG = PlayHtSynthesizerConfig( + sampling_rate=DEFAULT_SAMPLING_RATE, + audio_encoding=AudioEncoding.MULAW, +) + +DEFAULT_CHAT_GPT_AGENT_CONFIG = ChatGPTAgentConfig( + prompt_preamble="You are an agent of chaos", initial_message=BaseMessage(text="Hi there!") +) + + +class DummyOutputDevice(BaseOutputDevice): + def consume_nonblocking(self, chunk: bytes): + pass + + +def create_fake_transcriber(mocker: MockerFixture, transcriber_config: TranscriberConfig): + transcriber = mocker.MagicMock() + transcriber.get_transcriber_config = mocker.MagicMock(return_value=transcriber_config) + return transcriber + + +def create_fake_agent(mocker: MockerFixture, agent_config: AgentConfig): + agent = mocker.MagicMock() + agent.get_agent_config = mocker.MagicMock(return_value=agent_config) + return agent + + +def create_fake_synthesizer(mocker: MockerFixture, synthesizer_config: SynthesizerConfig): + synthesizer = mocker.MagicMock() + synthesizer.get_synthesizer_config = mocker.MagicMock(return_value=synthesizer_config) + return synthesizer + + +def create_fake_streaming_conversation( + mocker: MockerFixture, + transcriber: Optional[BaseTranscriber[TranscriberConfig]] = None, + agent: Optional[BaseAgent] = None, + synthesizer: Optional[BaseSynthesizer] = None, + speed_coefficient: float = 1.0, + conversation_id: Optional[str] = None, + events_manager: Optional[EventsManager] = None, +): + transcriber = transcriber or create_fake_transcriber( + mocker, DEFAULT_DEEPGRAM_TRANSCRIBER_CONFIG + ) + agent = agent or create_fake_agent(mocker, DEFAULT_CHAT_GPT_AGENT_CONFIG) + synthesizer = synthesizer or create_fake_synthesizer(mocker, DEFAULT_SYNTHESIZER_CONFIG) + return StreamingConversation( + output_device=DummyOutputDevice( + sampling_rate=DEFAULT_SAMPLING_RATE, audio_encoding=AudioEncoding.MULAW + ), + transcriber=transcriber, + agent=agent, + synthesizer=synthesizer, + speed_coefficient=speed_coefficient, + conversation_id=conversation_id, + events_manager=events_manager, + ) diff --git a/tests/fakedata/id.py b/tests/fakedata/id.py new file mode 100644 index 0000000000..7117ba458b --- /dev/null +++ b/tests/fakedata/id.py @@ -0,0 +1,5 @@ +import uuid + + +def generate_uuid() -> uuid.UUID: + return uuid.uuid4() diff --git a/tests/streaming/__init__.py b/tests/streaming/__init__.py deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/tests/streaming/action/conftest.py b/tests/streaming/action/conftest.py new file mode 100644 index 0000000000..622af9fa30 --- /dev/null +++ b/tests/streaming/action/conftest.py @@ -0,0 +1,31 @@ +import pytest + + +@pytest.fixture(scope="session") +def default_env_vars(default_env_vars: dict[str, str]) -> dict[str, str]: + """ + Extends the `default_env_vars` fixture specifically for the submodule. + + This fixture takes the session-scoped `default_env_vars` fixture from the parent conftest.py + and extends or overrides it with additional or modified environment variables specific to + the submodule. + + :param default_env_vars: The inherited `default_env_vars` fixture from the parent conftest. + :return: A modified dictionary of default environment variables for the submodule. + """ + submodule_env_vars = default_env_vars.copy() + + submodule_env_vars.update( + { + "VONAGE_API_KEY": "test", + "VONAGE_API_SECRET": "test", + "VONAGE_APPLICATION_ID": "test", + "VONAGE_PRIVATE_KEY": """-----BEGIN PRIVATE KEY----- +fake_key +-----END PRIVATE KEY-----""", + "BASE_URL": "test", + "CALL_SERVER_BASE_URL": "test2", + } + ) + + return submodule_env_vars diff --git a/tests/streaming/action/test_dtmf.py b/tests/streaming/action/test_dtmf.py new file mode 100644 index 0000000000..1f7097086a --- /dev/null +++ b/tests/streaming/action/test_dtmf.py @@ -0,0 +1,77 @@ +import pytest +from aioresponses import aioresponses +from tests.fakedata.id import generate_uuid + +from vocode.streaming.action.dtmf import ( + DTMFParameters, + DTMFVocodeActionConfig, + TwilioDTMF, + VonageDTMF, +) +from vocode.streaming.models.actions import ( + TwilioPhoneConversationActionInput, + VonagePhoneConversationActionInput, +) +from vocode.streaming.models.telephony import VonageConfig +from vocode.streaming.utils import create_conversation_id +from vocode.streaming.utils.state_manager import VonagePhoneConversationStateManager + + +@pytest.mark.asyncio +async def test_vonage_dtmf_press_digits(mocker, mock_env): + action = VonageDTMF(action_config=DTMFVocodeActionConfig()) + vonage_uuid = generate_uuid() + digits = "1234" + + vonage_phone_conversation_mock = mocker.MagicMock() + vonage_config = VonageConfig( + api_key="api_key", + api_secret="api_secret", + application_id="application_id", + private_key="-----BEGIN PRIVATE KEY-----\nasdf\n-----END PRIVATE KEY-----", + ) + vonage_phone_conversation_mock.vonage_config = vonage_config + mocker.patch("vonage.Client._create_jwt_auth_string", return_value=b"asdf") + + action.attach_conversation_state_manager( + VonagePhoneConversationStateManager(vonage_phone_conversation_mock) + ) + + assert ( + action.conversation_state_manager.create_vonage_client().get_telephony_config() + == vonage_config + ) + + with aioresponses() as m: + m.put( + f"https://api.nexmo.com/v1/calls/{vonage_uuid}/dtmf", + status=200, + ) + action_output = await action.run( + action_input=VonagePhoneConversationActionInput( + action_config=DTMFVocodeActionConfig(), + conversation_id=create_conversation_id(), + params=DTMFParameters(buttons=digits), + vonage_uuid=str(vonage_uuid), + ) + ) + + assert action_output.response.success is True + + +@pytest.mark.asyncio +async def test_twilio_dtmf_press_digits(mocker, mock_env): + action = TwilioDTMF(action_config=DTMFVocodeActionConfig()) + digits = "1234" + twilio_sid = "twilio_sid" + + action_output = await action.run( + action_input=TwilioPhoneConversationActionInput( + action_config=DTMFVocodeActionConfig(), + conversation_id=create_conversation_id(), + params=DTMFParameters(buttons=digits), + twilio_sid=twilio_sid, + ) + ) + + assert action_output.response.success is False # Twilio does not support DTMF diff --git a/tests/streaming/action/test_end_conversation.py b/tests/streaming/action/test_end_conversation.py new file mode 100644 index 0000000000..44cfb5109d --- /dev/null +++ b/tests/streaming/action/test_end_conversation.py @@ -0,0 +1,132 @@ +import asyncio +from typing import Generator, Type +from unittest.mock import MagicMock +from uuid import UUID + +import pytest +from pydantic.v1 import BaseModel +from pytest_mock import MockerFixture +from tests.fakedata.id import generate_uuid + +from vocode.streaming.action.end_conversation import ( + EndConversation, + EndConversationParameters, + EndConversationVocodeActionConfig, +) +from vocode.streaming.models.actions import ( + TwilioPhoneConversationActionInput, + VonagePhoneConversationActionInput, +) +from vocode.streaming.models.transcript import Transcript +from vocode.streaming.utils import create_conversation_id + + +class EndConversationActionTestCase(BaseModel): + class Config: + arbitrary_types_allowed = True + + action: EndConversation + vonage_uuid: UUID + twilio_sid: str + conversation_id: str + + +@pytest.fixture +def end_conversation_action_test_case(mocker: MockerFixture) -> EndConversationActionTestCase: + action = EndConversation(action_config=EndConversationVocodeActionConfig()) + return EndConversationActionTestCase( + action=action, + vonage_uuid=generate_uuid(), + twilio_sid="twilio_sid", + conversation_id=create_conversation_id(), + ) + + +@pytest.fixture +def conversation_state_manager_mock(mocker: MockerFixture) -> MagicMock: + mock = mocker.MagicMock() + mock.terminate_conversation = mocker.AsyncMock() + mock.transcript = Transcript() + return mock + + +@pytest.fixture +def user_message_tracker() -> asyncio.Event: + tracker = asyncio.Event() + tracker.set() + return tracker + + +@pytest.mark.asyncio +@pytest.mark.parametrize( + "action_input_class, identifier", + [ + (VonagePhoneConversationActionInput, "vonage_uuid"), + (TwilioPhoneConversationActionInput, "twilio_sid"), + ], +) +async def test_end_conversation_success( + mocker: MockerFixture, + mock_env: Generator, + end_conversation_action_test_case: EndConversationActionTestCase, + conversation_state_manager_mock: MagicMock, + user_message_tracker: asyncio.Event, + action_input_class: Type[BaseModel], + identifier: str, +): + end_conversation_action_test_case.action.attach_conversation_state_manager( + conversation_state_manager_mock + ) + + identifier_value = getattr(end_conversation_action_test_case, identifier) + action_input = action_input_class( + action_config=EndConversationVocodeActionConfig(), + conversation_id=end_conversation_action_test_case.conversation_id, + params=EndConversationParameters(), + **{identifier: str(identifier_value)}, + user_message_tracker=user_message_tracker, + ) + + response = await end_conversation_action_test_case.action.run(action_input=action_input) + + assert response.response.success + assert conversation_state_manager_mock.terminate_conversation.call_count == 1 + + +@pytest.mark.asyncio +@pytest.mark.parametrize( + "action_input_class, identifier", + [ + (VonagePhoneConversationActionInput, "vonage_uuid"), + (TwilioPhoneConversationActionInput, "twilio_sid"), + ], +) +async def test_end_conversation_fails_if_interrupted( + mocker: MockerFixture, + mock_env: Generator, + end_conversation_action_test_case: EndConversationActionTestCase, + conversation_state_manager_mock: MagicMock, + user_message_tracker: asyncio.Event, + action_input_class: Type[BaseModel], + identifier: str, +): + conversation_state_manager_mock.transcript.add_bot_message( + "Unfinished", conversation_id=end_conversation_action_test_case.conversation_id + ) + end_conversation_action_test_case.action.attach_conversation_state_manager( + conversation_state_manager_mock + ) + + identifier_value = getattr(end_conversation_action_test_case, identifier) + action_input = action_input_class( + action_config=EndConversationVocodeActionConfig(), + conversation_id=end_conversation_action_test_case.conversation_id, + params=EndConversationParameters(), + **{identifier: str(identifier_value)}, + user_message_tracker=user_message_tracker, + ) + + response = await end_conversation_action_test_case.action.run(action_input=action_input) + + assert not response.response.success + assert conversation_state_manager_mock.terminate_conversation.call_count == 0 diff --git a/tests/streaming/action/test_external_actions.py b/tests/streaming/action/test_external_actions.py new file mode 100644 index 0000000000..53eb3a4775 --- /dev/null +++ b/tests/streaming/action/test_external_actions.py @@ -0,0 +1,122 @@ +import base64 +import json +import os + +import pytest +from tests.fakedata.id import generate_uuid + +from vocode.streaming.action.execute_external_action import ( + ExecuteExternalAction, + ExecuteExternalActionParameters, + ExecuteExternalActionVocodeActionConfig, +) +from vocode.streaming.action.external_actions_requester import ExternalActionResponse +from vocode.streaming.models.actions import ( + TwilioPhoneConversationActionInput, + VonagePhoneConversationActionInput, +) +from vocode.streaming.utils import create_conversation_id +from vocode.streaming.utils.state_manager import ( + TwilioPhoneConversationStateManager, + VonagePhoneConversationStateManager, +) + +ACTION_INPUT_SCHEMA: dict = { + "type": "object", + "properties": { + "length": {"type": "string", "enum": ["30m", "1hr"]}, + "time": {"type": "string", "pattern": r"^\d{2}:\d0[ap]m$"}, + }, +} + + +@pytest.fixture +def action_config() -> dict: + """Provides a common action configuration for tests.""" + return { + "processing_mode": "muted", + "name": "name", + "description": "A description", + "url": "https://example.com", + "input_schema": json.dumps(ACTION_INPUT_SCHEMA), + "speak_on_send": True, + "speak_on_receive": True, + "signature_secret": base64.b64encode(os.urandom(32)).decode(), + } + + +@pytest.fixture +def execute_action_setup(mocker, action_config) -> ExecuteExternalAction: + """Common setup for creating an ExecuteExternalAction instance.""" + action = ExecuteExternalAction( + action_config=ExecuteExternalActionVocodeActionConfig(**action_config), + ) + mocked_requester = mocker.AsyncMock() + mocked_requester.send_request.return_value = ExternalActionResponse( + result={"test": "test"}, + agent_message="message!", + success=True, + ) + action.external_actions_requester = mocked_requester + return action + + +@pytest.fixture +def mock_twilio_conversation_state_manager(mocker) -> TwilioPhoneConversationStateManager: + """Fixture to mock TwilioPhoneConversationStateManager.""" + manager = mocker.MagicMock(spec=TwilioPhoneConversationStateManager) + manager.mute_agent = mocker.MagicMock() + # Add any other necessary mock setup here + return manager + + +@pytest.fixture +def mock_vonage_conversation_state_manager(mocker) -> VonagePhoneConversationStateManager: + """Fixture to mock VonagePhoneConversationStateManager.""" + manager = mocker.MagicMock(spec=VonagePhoneConversationStateManager) + manager.mute_agent = mocker.MagicMock() + # Add any other necessary mock setup here + return manager + + +@pytest.mark.asyncio +async def test_vonage_execute_external_action_success( + mocker, + mock_vonage_conversation_state_manager: VonagePhoneConversationStateManager, + execute_action_setup: ExecuteExternalAction, +): + execute_action_setup.attach_conversation_state_manager(mock_vonage_conversation_state_manager) + vonage_uuid = generate_uuid() + + response = await execute_action_setup.run( + action_input=VonagePhoneConversationActionInput( + action_config=execute_action_setup.action_config, + conversation_id=create_conversation_id(), + params=ExecuteExternalActionParameters(payload={}), + vonage_uuid=str(vonage_uuid), + ), + ) + + assert response.response.success + assert response.response.result == {"test": "test"} + + +@pytest.mark.asyncio +async def test_twilio_execute_external_action_success( + mocker, + mock_twilio_conversation_state_manager: TwilioPhoneConversationStateManager, + execute_action_setup: ExecuteExternalAction, +): + execute_action_setup.attach_conversation_state_manager(mock_twilio_conversation_state_manager) + + response = await execute_action_setup.run( + action_input=TwilioPhoneConversationActionInput( + action_config=execute_action_setup.action_config, + conversation_id=create_conversation_id(), + params=ExecuteExternalActionParameters(payload={}), + twilio_sid="twilio_sid", + ), + ) + + assert response.response.success + assert response.response.result == {"test": "test"} diff --git a/tests/streaming/action/test_external_actions_requester.py b/tests/streaming/action/test_external_actions_requester.py new file mode 100644 index 0000000000..c9d2f8b359 --- /dev/null +++ b/tests/streaming/action/test_external_actions_requester.py @@ -0,0 +1,82 @@ +import base64 +import hashlib +import hmac +import json +import os +from typing import Any, Callable, Dict + +import pytest +from httpx import Request, Response +from pytest_httpx import HTTPXMock + +from vocode.streaming.action.external_actions_requester import ExternalActionsRequester + +JSON_SCHEMA = { + "type": "object", + "properties": { + "length": { + "type": "string", + "enum": ["30m", "1hr"], + }, + "time": { + "type": "string", + "pattern": r"^\d{2}:\d0[ap]m$", + }, + }, +} + + +@pytest.fixture +def mock_async_client_post(status_code: int, json_response: Dict[str, Any]) -> Callable: + async def mock_post(self, url: str, content: str, headers: Dict[str, str] = None) -> Response: + request = Request(method="POST", url=url, headers=headers, content=content) + return Response(status_code, json=json_response, request=request) + + return mock_post + + +@pytest.fixture +def requester() -> ExternalActionsRequester: + return ExternalActionsRequester("http://test.com") + + +@pytest.mark.asyncio +@pytest.mark.parametrize( + "status_code,json_response,expected_success", + [ + (200, {"result": {"key": "value"}, "agent_message": "Success", "success": True}, True), + (400, {"detail": "Bad Request"}, False), + (401, {"detail": "Unauthorized"}, False), + (403, {"detail": "Forbidden"}, False), + (500, {"detail": "Server Error"}, False), + ], +) +async def test_send_request_responses( + httpx_mock: HTTPXMock, + status_code: int, + json_response: Dict[str, Any], + expected_success: bool, +) -> None: + url = "http://test.com" + httpx_mock.add_response(status_code=status_code, json=json_response, method="POST", url=url) + + requester = ExternalActionsRequester(url) + response = await requester.send_request( + JSON_SCHEMA, + base64.b64encode(os.urandom(32)).decode(), + additional_payload_values={"call_id": "call_id"}, + ) + + assert response.success is expected_success + + +@pytest.mark.asyncio +async def test_requester_encodes_signature_correctly(requester: ExternalActionsRequester): + payload = json.dumps({"test": "test"}).encode("utf-8") + signature_as_bytes = os.urandom(32) + signature = base64.b64encode(signature_as_bytes).decode() + + encoded_payload = requester._encode_payload(payload, signature) + decoded_digest = base64.b64decode(encoded_payload) + calculated_digest = hmac.new(signature_as_bytes, payload, hashlib.sha256).digest() + assert hmac.compare_digest(decoded_digest, calculated_digest) diff --git a/tests/streaming/action/test_record_email.py b/tests/streaming/action/test_record_email.py new file mode 100644 index 0000000000..1b66dc156c --- /dev/null +++ b/tests/streaming/action/test_record_email.py @@ -0,0 +1,77 @@ +import pytest +from tests.fakedata.id import generate_uuid + +from vocode.streaming.action.record_email import ( + RecordEmail, + RecordEmailParameters, + RecordEmailVocodeActionConfig, +) +from vocode.streaming.models.actions import ( + TwilioPhoneConversationActionInput, + VonagePhoneConversationActionInput, +) +from vocode.streaming.utils import create_conversation_id + +# id is just a description of the parameterized test case's input +EMAIL_TEST_CASES = [ + pytest.param("kian@vocode.dev", True, id="valid_email_with_dev"), + pytest.param("kian+tester@vocode.net", True, id="valid_email_with_plus_in_local_part"), + pytest.param("kian-tester@vocode.org", True, id="valid_email_with_dash_in_local_part"), + pytest.param("kian.vocode@dev.com", True, id="valid_email_with_dot_in_local_part"), + pytest.param("kian@vocode", False, id="missing_tld"), + pytest.param("kian", False, id="missing_at_and_tld"), + pytest.param("kian@", False, id="missing_domain"), + pytest.param("@vocode.dev", False, id="missing_local_part"), + pytest.param(".kian@vocode.dev", False, id="leading_dot_in_local_part"), + pytest.param("kian.@vocode.dev", False, id="trailing_dot_in_local_part"), + pytest.param("kian..tester@vocode.com", False, id="consecutive_dots_in_local_part"), + pytest.param("kian@vo..code.com", False, id="consecutive_dots_in_domain"), + pytest.param("kian@vocode.com.", False, id="trailing_dot_in_domain"), + pytest.param("ki'an@vocode.net", False, id="apostrophe_in_local_part"), + pytest.param("kian@vocode..org", False, id="consecutive_dots_in_tld"), + pytest.param("kian@.vocode.net", False, id="leading_dot_in_domain"), +] + + +@pytest.fixture +def record_email_action() -> RecordEmail: + return RecordEmail(action_config=RecordEmailVocodeActionConfig()) + + +@pytest.mark.asyncio +@pytest.mark.parametrize("email_input,expected_success", EMAIL_TEST_CASES) +async def test_vonage_email_validation( + record_email_action: RecordEmail, email_input: str, expected_success: bool +): + vonage_uuid = generate_uuid() + res = await record_email_action.run( + action_input=VonagePhoneConversationActionInput( + action_config=RecordEmailVocodeActionConfig(), + conversation_id=create_conversation_id(), + params=RecordEmailParameters( + raw_value="", + formatted_value=email_input, + ), + vonage_uuid=str(vonage_uuid), + ), + ) + assert res.response.success == expected_success + + +@pytest.mark.asyncio +@pytest.mark.parametrize("email_input,expected_success", EMAIL_TEST_CASES) +async def test_twilio_email_validation( + record_email_action: RecordEmail, email_input: str, expected_success: bool +): + res = await record_email_action.run( + action_input=TwilioPhoneConversationActionInput( + action_config=RecordEmailVocodeActionConfig(), + conversation_id=create_conversation_id(), + params=RecordEmailParameters( + raw_value="", + formatted_value=email_input, + ), + twilio_sid="twilio_sid", + ), + ) + assert res.response.success == expected_success diff --git a/tests/streaming/action/test_transfer_call.py b/tests/streaming/action/test_transfer_call.py new file mode 100644 index 0000000000..59c6ea35ce --- /dev/null +++ b/tests/streaming/action/test_transfer_call.py @@ -0,0 +1,222 @@ +import asyncio +from typing import Any +from unittest.mock import MagicMock + +import aiohttp +import pytest +from aioresponses import aioresponses +from pytest_mock import MockerFixture +from tests.fakedata.id import generate_uuid + +from vocode.streaming.action.transfer_call import ( + TransferCallParameters, + TransferCallVocodeActionConfig, + TwilioTransferCall, + VonageTransferCall, +) +from vocode.streaming.models.actions import ( + TwilioPhoneConversationActionInput, + VonagePhoneConversationActionInput, +) +from vocode.streaming.models.events import Sender +from vocode.streaming.models.telephony import TwilioConfig, VonageConfig +from vocode.streaming.models.transcript import Message, Transcript +from vocode.streaming.utils import create_conversation_id +from vocode.streaming.utils.state_manager import ( + TwilioPhoneConversationStateManager, + VonagePhoneConversationStateManager, +) + +TRANSFER_PHONE_NUMBER = "12345678920" + + +@pytest.fixture +def mock_twilio_config(): + return TwilioConfig( + account_sid="account_sid", + auth_token="auth_token", + ) + + +@pytest.fixture +def mock_vonage_config(): + return VonageConfig( + api_key="api_key", + api_secret="api_secret", + application_id="application_id", + private_key="-----BEGIN PRIVATE KEY-----\nasdf\n-----END PRIVATE KEY-----", + ) + + +@pytest.fixture +def mock_twilio_phone_conversation(mock_twilio_config) -> MagicMock: + twilio_phone_conversation = MagicMock() + twilio_phone_conversation.twilio_config = mock_twilio_config + return twilio_phone_conversation + + +@pytest.fixture +def mock_vonage_phone_conversation(mock_vonage_config) -> MagicMock: + vonage_phone_conversation = MagicMock() + vonage_phone_conversation.vonage_config = mock_vonage_config + return vonage_phone_conversation + + +@pytest.fixture +def mock_twilio_conversation_state_manager( + mocker: Any, mock_twilio_phone_conversation: MagicMock +) -> TwilioPhoneConversationStateManager: + return TwilioPhoneConversationStateManager(mock_twilio_phone_conversation) + + +@pytest.fixture +def mock_vonage_conversation_state_manager( + mocker: Any, mock_vonage_phone_conversation: MagicMock +) -> VonagePhoneConversationStateManager: + return VonagePhoneConversationStateManager(mock_vonage_phone_conversation) + + +@pytest.mark.asyncio +async def test_twilio_transfer_call_succeeds( + mocker: Any, + mock_twilio_conversation_state_manager: TwilioPhoneConversationStateManager, + mock_twilio_phone_conversation: MagicMock, + mock_twilio_config: TwilioConfig, +): + action = TwilioTransferCall( + action_config=TransferCallVocodeActionConfig(phone_number=TRANSFER_PHONE_NUMBER), + ) + user_message_tracker = asyncio.Event() + user_message_tracker.set() + action.attach_conversation_state_manager(mock_twilio_conversation_state_manager) + conversation_id = create_conversation_id() + + twilio_sid = "twilio_sid" + action_input = TwilioPhoneConversationActionInput( + action_config=TransferCallVocodeActionConfig(phone_number=TRANSFER_PHONE_NUMBER), + conversation_id=conversation_id, + params=TransferCallParameters(), + twilio_sid=twilio_sid, + user_message_tracker=user_message_tracker, + ) + + mock_twilio_phone_conversation.transcript = Transcript(event_logs=[]) + + with aioresponses() as m: + m.post( + "https://api.twilio.com/2010-04-01/Accounts/{twilio_account_sid}/Calls/{twilio_call_sid}.json".format( + twilio_account_sid=mock_twilio_config.account_sid, + twilio_call_sid=twilio_sid, + ), + status=200, + ) + action_output = await action.run(action_input=action_input) + assert action_output.response.success, "Expected action response to be successful" + m.assert_called_once_with( + f"https://api.twilio.com/2010-04-01/Accounts/{mock_twilio_config.account_sid}/Calls/{twilio_sid}.json", + method="POST", + auth=aiohttp.BasicAuth( + login=mock_twilio_config.account_sid, + password=mock_twilio_config.auth_token, + ), + data={"Twiml": f"{TRANSFER_PHONE_NUMBER}"}, + ) + + +@pytest.mark.asyncio +async def test_twilio_transfer_call_fails_if_interrupted( + mocker: Any, + mock_twilio_conversation_state_manager: TwilioPhoneConversationStateManager, + mock_twilio_phone_conversation: MagicMock, +) -> None: + action = TwilioTransferCall( + action_config=TransferCallVocodeActionConfig(phone_number=TRANSFER_PHONE_NUMBER), + ) + user_message_tracker = asyncio.Event() + user_message_tracker.set() + action.attach_conversation_state_manager(mock_twilio_conversation_state_manager) + conversation_id = create_conversation_id() + + inner_transfer_call_mock = mocker.patch( + "vocode.streaming.action.transfer_call.TwilioTransferCall.transfer_call", + autospec=True, + ) + + mock_twilio_phone_conversation.transcript = Transcript( + event_logs=[ + Message( + sender=Sender.BOT, + text="Please hold while I transfer you", + is_end_of_turn=False, + ) + ] + ) + + action_input = TwilioPhoneConversationActionInput( + action_config=TransferCallVocodeActionConfig(phone_number=TRANSFER_PHONE_NUMBER), + conversation_id=conversation_id, + params=TransferCallParameters(), + twilio_sid="twilio_sid", + user_message_tracker=user_message_tracker, + ) + + action_output = await action.run(action_input=action_input) + + assert inner_transfer_call_mock.call_count == 0, "Expected transfer_call to not be called" + assert not action_output.response.success, "Expected action response to be unsuccessful" + + +@pytest.mark.asyncio +async def test_vonage_transfer_call_inbound( + mocker: MockerFixture, + mock_env, + mock_vonage_conversation_state_manager: VonagePhoneConversationStateManager, +) -> None: + transfer_phone_number = "12345678920" + action = VonageTransferCall( + action_config=TransferCallVocodeActionConfig(phone_number=transfer_phone_number), + ) + + mocker.patch("vonage.Client._create_jwt_auth_string", return_value=b"asdf") + + vonage_uuid = generate_uuid() + + mock_vonage_conversation_state_manager._vonage_phone_conversation.direction = "inbound" + mock_vonage_conversation_state_manager._vonage_phone_conversation.to_phone = "1234567894" + mock_vonage_conversation_state_manager._vonage_phone_conversation.from_phone = "1234567895" + + conversation_id = create_conversation_id() + + action.attach_conversation_state_manager(mock_vonage_conversation_state_manager) + + user_message_tracker = asyncio.Event() + user_message_tracker.set() + + with aioresponses() as m: + m.put( + f"https://api.nexmo.com/v1/calls/{vonage_uuid}", + payload={}, + status=200, + ) + + action_input = VonagePhoneConversationActionInput( + action_config=TransferCallVocodeActionConfig(phone_number=transfer_phone_number), + conversation_id=conversation_id, + params=TransferCallParameters(), + vonage_uuid=str(vonage_uuid), + user_message_tracker=user_message_tracker, + ) + action_output = await action.run(action_input=action_input) + + assert action_output.response.success + assert action_output.action_type == "action_transfer_call" + + call = list(m.requests.values())[0][0] + + ncco = call.kwargs["json"]["destination"]["ncco"] + + assert ncco[0]["endpoint"][0]["number"] == transfer_phone_number + assert ( + ncco[0]["from"] + == mock_vonage_conversation_state_manager._vonage_phone_conversation.to_phone # if inbound, the agent number is the to_phone + ) diff --git a/tests/streaming/action/test_wait.py b/tests/streaming/action/test_wait.py new file mode 100644 index 0000000000..bea3acc9ac --- /dev/null +++ b/tests/streaming/action/test_wait.py @@ -0,0 +1,23 @@ +import pytest + +from vocode.streaming.action.wait import Wait, WaitParameters, WaitVocodeActionConfig +from vocode.streaming.models.actions import ActionInput +from vocode.streaming.utils import create_conversation_id + + +@pytest.mark.asyncio +async def test_wait_action_success_without_user_message_tracker(): + action_config = WaitVocodeActionConfig() + wait_action = Wait(action_config=action_config) + action_input = ActionInput[WaitParameters]( + action_config=action_config, + conversation_id=create_conversation_id(), + user_message_tracker=None, + params=WaitParameters(), + ) + + action_output = await wait_action.run(action_input) + + assert ( + action_output.response.success is True + ), "Expected the wait action to succeed without a user message tracker" diff --git a/tests/streaming/agent/test_base_agent.py b/tests/streaming/agent/test_base_agent.py new file mode 100644 index 0000000000..c6a0adb952 --- /dev/null +++ b/tests/streaming/agent/test_base_agent.py @@ -0,0 +1,179 @@ +import asyncio +from typing import List, Optional + +import pytest +from pytest_mock import MockerFixture + +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.agent.base_agent import ( + AgentResponse, + AgentResponseMessage, + BaseAgent, + GeneratedResponse, + TranscriptionAgentInput, +) +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.models.actions import EndOfTurn +from vocode.streaming.models.agent import ChatGPTAgentConfig +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.transcriber import Transcription +from vocode.streaming.models.transcript import Transcript +from vocode.streaming.utils.state_manager import ConversationStateManager +from vocode.streaming.utils.worker import InterruptibleEvent + + +@pytest.fixture(autouse=True) +def mock_env(mocker: MockerFixture): + mocker.patch.dict( + "os.environ", + { + "OPENAI_API_KEY": "openai_api_key", + }, + ) + + +def _create_agent( + mocker: MockerFixture, + agent_config: ChatGPTAgentConfig, + transcript: Optional[Transcript] = None, + action_factory: Optional[AbstractActionFactory] = None, + conversation_state_manager: Optional[ConversationStateManager] = None, +) -> ChatGPTAgent: + agent = ChatGPTAgent(agent_config, action_factory=action_factory) + if transcript: + agent.attach_transcript(transcript) + else: + agent.attach_transcript(Transcript()) + if conversation_state_manager: + agent.attach_conversation_state_manager(conversation_state_manager) + else: + agent.attach_conversation_state_manager(mocker.MagicMock()) + return agent + + +async def _consume_until_end_of_turn(agent: BaseAgent, timeout: float = 0.1) -> List[AgentResponse]: + agent_responses = [] + try: + while True: + agent_response = await asyncio.wait_for(agent.output_queue.get(), timeout=timeout) + agent_responses.append(agent_response.payload) + if isinstance(agent_response.payload, AgentResponseMessage) and isinstance( + agent_response.payload.message, EndOfTurn + ): + break + except asyncio.TimeoutError: + pass + return agent_responses + + +def _send_transcription( + agent: BaseAgent, + transcription: Transcription, + agent_response_tracker: Optional[asyncio.Event] = None, + is_interruptible: bool = False, +): + agent.consume_nonblocking( + InterruptibleEvent( + payload=TranscriptionAgentInput( + conversation_id="conversation_id", transcription=transcription + ), + is_interruptible=is_interruptible, + ) + ) + + +def _send_action_output( + agent: BaseAgent, + action_output: str, + agent_response_tracker: Optional[asyncio.Event] = None, + is_interruptible: bool = False, +): + agent.consume_nonblocking( + InterruptibleEvent( + payload=action_output, + is_interruptible=is_interruptible, + agent_response_tracker=agent_response_tracker, + ) + ) + + +def _mock_generate_response( + mocker: MockerFixture, agent: BaseAgent, generated_responses: List[GeneratedResponse] +): + async def mock_generate_response(*args, **kwargs): + for response in generated_responses: + yield response + + mocker.patch.object(agent, "generate_response", mock_generate_response) + + +@pytest.mark.asyncio +async def test_generate_responses(mocker: MockerFixture): + agent_config = ChatGPTAgentConfig( + prompt_preamble="Have a pleasant conversation about life", + generate_responses=True, + ) + agent = _create_agent(mocker, agent_config) + _mock_generate_response( + mocker, + agent, + [ + GeneratedResponse( + message=BaseMessage(text="Hi, how are you doing today?"), is_interruptible=True + ) + ], + ) + _send_transcription( + agent, + Transcription(message="Hello?", confidence=1.0, is_final=True), + ) + agent.start() + agent_responses = await _consume_until_end_of_turn(agent) + agent.terminate() + + messages = [response.message for response in agent_responses] + + assert messages == [BaseMessage(text="Hi, how are you doing today?"), EndOfTurn()] + + +@pytest.mark.asyncio +async def test_generate_response(mocker: MockerFixture): + agent_config = ChatGPTAgentConfig( + prompt_preamble="Have a pleasant conversation about life", + generate_responses=True, + ) + agent = _create_agent(mocker, agent_config) + _mock_generate_response( + mocker, + agent, + [ + GeneratedResponse( + message=BaseMessage(text="Hi, how are you doing today?"), is_interruptible=True + ) + ], + ) + _send_transcription( + agent, + Transcription(message="Hello?", confidence=1.0, is_final=True), + ) + agent.start() + agent_responses = await _consume_until_end_of_turn(agent) + agent.terminate() + + messages = [response.message for response in agent_responses] + + assert messages == [BaseMessage(text="Hi, how are you doing today?"), EndOfTurn()] + + +@pytest.mark.asyncio +async def test_function_call(mocker: MockerFixture): + # TODO: assert that when we return a function call with a user message, it sends out a message alongside + # an end of turn with the same agent response tracker + pass + + +@pytest.mark.asyncio +async def test_action_response_agent_input(mocker: MockerFixture): + # TODO: assert that the canned response is optionally sent if the action is not quiet + # and that it goes through the normal flow when the action is not quiet + pass diff --git a/tests/streaming/agent/test_openai_utils.py b/tests/streaming/agent/test_openai_utils.py new file mode 100644 index 0000000000..4858c92943 --- /dev/null +++ b/tests/streaming/agent/test_openai_utils.py @@ -0,0 +1,303 @@ +from vocode.streaming.agent.openai_utils import format_openai_chat_messages_from_transcript +from vocode.streaming.models.actions import ( + ACTION_FINISHED_FORMAT_STRING, + ActionConfig, + ActionInput, + ActionOutput, + PhraseBasedActionTrigger, + PhraseBasedActionTriggerConfig, +) +from vocode.streaming.models.events import Sender +from vocode.streaming.models.transcript import ActionFinish, ActionStart, Message, Transcript + + +class WeatherActionConfig(ActionConfig, type="weather"): + pass + + +def create_fake_vocode_phrase_trigger(): + return PhraseBasedActionTrigger(config=PhraseBasedActionTriggerConfig(phrase_triggers=[])) + + +def test_format_openai_chat_messages_from_transcript(): + test_action_input_nophrase = ActionInput( + action_config=WeatherActionConfig(), + conversation_id="asdf", + params={}, + ) + test_action_input_phrase = ActionInput( + action_config=WeatherActionConfig(action_trigger=create_fake_vocode_phrase_trigger()), + conversation_id="asdf", + params={}, + ) + + test_cases = [ + ( + ( + Transcript( + event_logs=[ + Message(sender=Sender.BOT, text="Hello!", is_final=True), + Message( + sender=Sender.BOT, + text="How are you doing today?", + is_final=True, + ), + Message(sender=Sender.HUMAN, text="I'm doing well, thanks!"), + ] + ), + "gpt-3.5-turbo-0613", + None, + "prompt preamble", + ), + [ + {"role": "system", "content": "prompt preamble"}, + {"role": "assistant", "content": "Hello! How are you doing today?"}, + {"role": "user", "content": "I'm doing well, thanks!"}, + ], + ), + ( + ( + Transcript( + event_logs=[ + Message(sender=Sender.BOT, text="Hello!", is_final=True), + Message(sender=Sender.BOT, text="How are", is_final=False), + ] + ), + "gpt-3.5-turbo-0613", + None, + "prompt preamble", + ), + [ + {"role": "system", "content": "prompt preamble"}, + {"role": "assistant", "content": "Hello! How are-"}, + ], + ), + ( + ( + Transcript( + event_logs=[ + Message(sender=Sender.BOT, text="Hello!", is_final=True), + Message(sender=Sender.HUMAN, text="Hello, what's the weather like?"), + ActionStart( + action_type="weather", + action_input=test_action_input_nophrase, + ), + ActionFinish( + action_type="weather", + action_input=test_action_input_nophrase, + action_output=ActionOutput(action_type="weather", response={}), + ), + ] + ), + "gpt-3.5-turbo-0613", + None, + "some prompt", + ), + [ + {"role": "system", "content": "some prompt"}, + {"role": "assistant", "content": "Hello!"}, + { + "role": "user", + "content": "Hello, what's the weather like?", + }, + { + "role": "assistant", + "content": None, + "function_call": {"name": "weather", "arguments": "{}"}, + }, + { + "role": "function", + "name": "weather", + "content": ACTION_FINISHED_FORMAT_STRING.format( + action_name="weather", action_output="{}" + ), + }, + ], + ), + ( + ( + Transcript( + event_logs=[ + Message(sender=Sender.BOT, text="Hello!", is_final=True), + Message(sender=Sender.HUMAN, text="Hello, what's the weather like?"), + ActionStart( + action_type="weather", + action_input=test_action_input_phrase, + ), + ActionFinish( + action_type="weather", + action_input=test_action_input_phrase, + action_output=ActionOutput(action_type="weather", response={}), + ), + ] + ), + "gpt-3.5-turbo-0613", + None, + "some prompt", + ), + [ + {"role": "system", "content": "some prompt"}, + {"role": "assistant", "content": "Hello!"}, + { + "role": "user", + "content": "Hello, what's the weather like?", + }, + { + "role": "function", + "name": "weather", + "content": ACTION_FINISHED_FORMAT_STRING.format( + action_name="weather", action_output="{}" + ), + }, + ], + ), + ] + + for params, expected_output in test_cases: + assert format_openai_chat_messages_from_transcript(*params) == expected_output + + +def test_format_openai_chat_messages_from_transcript_context_limit(): + test_cases = [ + ( + ( + Transcript( + event_logs=[ + Message(sender=Sender.BOT, text="Hello!", is_final=True), + Message( + sender=Sender.BOT, + text="How are you doing today? I'm doing amazing thank you so much for asking!", + ), + Message(sender=Sender.HUMAN, text="I'm doing well, thanks!"), + ] + ), + "gpt-3.5-turbo-0613", + None, + "aaaa " * 1862, + ), + [ + {"role": "system", "content": "aaaa " * 1862}, + {"role": "user", "content": "I'm doing well, thanks!"}, + ], + ), + ( + ( + Transcript( + event_logs=[ + Message(sender=Sender.BOT, text="Hello!"), + Message( + sender=Sender.BOT, + text="How are you doing today? I'm doing amazing thank you so much for asking!", + is_final=True, + ), + Message(sender=Sender.HUMAN, text="I'm doing well, thanks!"), + Message(sender=Sender.BOT, text="aaaa " * 1862), + Message(sender=Sender.HUMAN, text="What? What did you just say???"), + Message( + sender=Sender.BOT, + text="My apologies, there was an error. Please ignore my previous message", + is_final=True, + ), + Message( + sender=Sender.HUMAN, + text="Don't worry I ignored all 1862 * 5 characters of it.", + ), + ] + ), + "gpt-3.5-turbo-0613", + None, + "prompt preamble", + ), + [ + {"role": "system", "content": "prompt preamble"}, + { + "content": "What? What did you just say???", + "role": "user", + }, + { + "role": "assistant", + "content": "My apologies, there was an error. Please ignore my previous message", + }, + { + "role": "user", + "content": "Don't worry I ignored all 1862 * 5 characters of it.", + }, + ], + ), + ] + + for params, expected_output in test_cases: + assert format_openai_chat_messages_from_transcript(*params) == expected_output + + +def test_format_openai_chat_messages_from_transcript_context_limit(): + test_cases = [ + ( + ( + Transcript( + event_logs=[ + Message(sender=Sender.BOT, text="Hello!", is_final=True), + Message( + sender=Sender.BOT, + text="How are you doing today? I'm doing amazing thank you so much for asking!", + ), + Message(sender=Sender.HUMAN, text="I'm doing well, thanks!"), + ] + ), + "gpt-3.5-turbo-0613", + None, + "aaaa " * 1862, + ), + [ + {"role": "system", "content": "aaaa " * 1862}, + {"role": "user", "content": "I'm doing well, thanks!"}, + ], + ), + ( + ( + Transcript( + event_logs=[ + Message(sender=Sender.BOT, text="Hello!"), + Message( + sender=Sender.BOT, + text="How are you doing today? I'm doing amazing thank you so much for asking!", + is_final=True, + ), + Message(sender=Sender.HUMAN, text="I'm doing well, thanks!"), + Message(sender=Sender.BOT, text="aaaa " * 1862), + Message(sender=Sender.HUMAN, text="What? What did you just say???"), + Message( + sender=Sender.BOT, + text="My apologies, there was an error. Please ignore my previous message", + is_final=True, + ), + Message( + sender=Sender.HUMAN, + text="Don't worry I ignored all 1862 * 5 characters of it.", + ), + ] + ), + "gpt-3.5-turbo-0613", + None, + "prompt preamble", + ), + [ + {"role": "system", "content": "prompt preamble"}, + { + "content": "What? What did you just say???", + "role": "user", + }, + { + "role": "assistant", + "content": "My apologies, there was an error. Please ignore my previous message", + }, + { + "role": "user", + "content": "Don't worry I ignored all 1862 * 5 characters of it.", + }, + ], + ), + ] + + for params, expected_output in test_cases: + assert format_openai_chat_messages_from_transcript(*params) == expected_output diff --git a/tests/streaming/agent/test_utils.py b/tests/streaming/agent/test_streaming_utils.py similarity index 71% rename from tests/streaming/agent/test_utils.py rename to tests/streaming/agent/test_streaming_utils.py index 1eb0f30e5c..db46c4a2a9 100644 --- a/tests/streaming/agent/test_utils.py +++ b/tests/streaming/agent/test_streaming_utils.py @@ -1,28 +1,17 @@ -from typing import Any, Dict, List, Optional, Union -from openai.openai_object import OpenAIObject -from pydantic.v1 import BaseModel -from vocode.streaming.models.actions import ( - ActionConfig, - ActionInput, - ActionOutput, - FunctionCall, -) +from typing import Any, AsyncGenerator, Dict, List, Optional, Union + import pytest -from vocode.streaming.agent.utils import ( - collate_response_async, - format_openai_chat_messages_from_transcript, - openai_get_tokens, -) -from vocode.streaming.models.events import Sender -from vocode.streaming.models.transcript import ( - ActionFinish, - ActionStart, - Message, - Transcript, -) +from openai.types.chat.chat_completion_chunk import ChatCompletionChunk +from pydantic.v1 import BaseModel + +from vocode.streaming.agent.openai_utils import openai_get_tokens +from vocode.streaming.agent.streaming_utils import collate_response_async +from vocode.streaming.models.actions import FunctionCall -async def _agen_from_list(l): +async def _agen_from_chunk_list( + l: List[ChatCompletionChunk], +) -> AsyncGenerator[ChatCompletionChunk, Any]: for item in l: yield item @@ -31,21 +20,30 @@ def create_chatgpt_openai_object( delta: Optional[Dict[str, str]] = None, finish_reason: Optional[Any] = None, prompt_annotations=None, -): - inner_obj = {} +) -> ChatCompletionChunk: + inner_obj = { + "id": "test_id", + "created": 1423143, + "model": "gpt-3.5-turbo-0613", + "object": "chat.completion.chunk", + "choices": [], + } if prompt_annotations: inner_obj["prompt_annotations"] = prompt_annotations inner_obj["choices"] = [] elif delta: - inner_obj["choices"] = [{"delta": delta, "finish_reason": finish_reason}] - return OpenAIObject.construct_from(inner_obj) + inner_obj["choices"] = [{"index": 0, "delta": delta, "finish_reason": finish_reason}] + return ChatCompletionChunk.parse_obj(inner_obj) class StreamOpenAIResponseTestCase(BaseModel): - openai_objects: List[OpenAIObject] + openai_objects: List[ChatCompletionChunk] expected_sentences: List[Union[str, FunctionCall]] get_functions: bool + class Config: + arbitrary_types_allowed = True + OPENAI_OBJECTS = [ [ @@ -233,11 +231,57 @@ class StreamOpenAIResponseTestCase(BaseModel): }, {"delta": {}, "finish_reason": "function_call"}, ], + [ + {"delta": {"role": "assistant"}, "finish_reason": None}, + {"delta": {"content": "Yes"}, "finish_reason": None}, + {"delta": {"content": "."}, "finish_reason": None}, + {"delta": {"content": " Hi"}, "finish_reason": None}, + {"delta": {"content": "."}, "finish_reason": None}, + {"delta": {"content": " Ok"}, "finish_reason": None}, + {"delta": {"content": "."}, "finish_reason": None}, + {"delta": {"content": " What"}, "finish_reason": None}, + {"delta": {"content": " is"}, "finish_reason": None}, + {"delta": {"content": " it"}, "finish_reason": None}, + {"delta": {"content": "?"}, "finish_reason": None}, + {"delta": {}, "finish_reason": "stop"}, + ], + [ + {"delta": {"role": "assistant"}, "finish_reason": None}, + {"delta": {"content": "Ok"}, "finish_reason": None}, + {"delta": {"content": " gotcha"}, "finish_reason": None}, + {"delta": {"content": "."}, "finish_reason": None}, + {"delta": {"content": " What"}, "finish_reason": None}, + {"delta": {"content": " is"}, "finish_reason": None}, + {"delta": {"content": " up"}, "finish_reason": None}, + {"delta": {"content": " man"}, "finish_reason": None}, + {"delta": {"content": "."}, "finish_reason": None}, + {"delta": {"content": " Nothing"}, "finish_reason": None}, + {"delta": {"content": " much"}, "finish_reason": None}, + {"delta": {"content": " how"}, "finish_reason": None}, + {"delta": {"content": " are"}, "finish_reason": None}, + {"delta": {"content": " you"}, "finish_reason": None}, + {"delta": {"content": "?"}, "finish_reason": None}, + {"delta": {}, "finish_reason": "stop"}, + ], + [ + {"delta": {"role": "assistant"}, "finish_reason": None}, + {"delta": {"content": "Hello"}, "finish_reason": None}, + {"delta": {"content": "?"}, "finish_reason": None}, + {"delta": {"content": " Yes"}, "finish_reason": None}, + {"delta": {"content": "?"}, "finish_reason": None}, + {"delta": {"content": " Hello"}, "finish_reason": None}, + {"delta": {"content": "?"}, "finish_reason": None}, + {"delta": {"content": "Is"}, "finish_reason": None}, + {"delta": {"content": " this"}, "finish_reason": None}, + {"delta": {"content": " Bob"}, "finish_reason": None}, + {"delta": {"content": "?"}, "finish_reason": None}, + {"delta": {}, "finish_reason": "stop"}, + ], ] EXPECTED_SENTENCES = [ - ["Hello!", "How are you doing today?"], - ["Hello.", "What do you want to talk about?"], + ["Hello! How are you doing today?"], + ["Hello. What do you want to talk about?"], ["This is a test sentence.", "Want to hear a joke?"], [ "Sure, here are three possible things we could talk about:", @@ -249,18 +293,15 @@ class StreamOpenAIResponseTestCase(BaseModel): "$1 + $3.20 is equal to $4.20.", "And $1.40 plus $2.80 is equal to $4.20 as well.", ], + ["$2 + $3.00 is equal to $5.", "$6 + $4 is equal to $10."], [ - "$2 + $3.00 is equal to $5.", - "$6 + $4 is equal to $10.", - ], - [ - "Hello.", - "What do you want to talk about", - FunctionCall(name="wave_hello", arguments='{\n "name": "user"\n}'), - ], - [ + "Hello. What do you want to talk about", FunctionCall(name="wave_hello", arguments='{\n "name": "user"\n}'), ], + [FunctionCall(name="wave_hello", arguments='{\n "name": "user"\n}')], + ["Yes. Hi. Ok. What is it?"], + ["Ok gotcha. What is up man.", "Nothing much how are you?"], + ["Hello? Yes? Hello?", "Is this Bob?"], ] FUNCTIONS_INPUT = [ @@ -313,130 +354,22 @@ class StreamOpenAIResponseTestCase(BaseModel): @pytest.mark.asyncio -async def test_collate_response_async(): +async def test_collate_response_async(mocker): test_cases = [ StreamOpenAIResponseTestCase( - openai_objects=[ - create_chatgpt_openai_object(**obj) for obj in openai_objects - ], + openai_objects=[create_chatgpt_openai_object(**obj) for obj in openai_objects], expected_sentences=expected_sentences, - get_functions=any( - isinstance(item, FunctionCall) for item in expected_sentences - ), - ) - for openai_objects, expected_sentences in zip( - OPENAI_OBJECTS, EXPECTED_SENTENCES + get_functions=any(isinstance(item, FunctionCall) for item in expected_sentences), ) + for openai_objects, expected_sentences in zip(OPENAI_OBJECTS, EXPECTED_SENTENCES) ] for test_case in test_cases: actual_sentences = [] async for sentence in collate_response_async( - openai_get_tokens(_agen_from_list(test_case.openai_objects)), + conversation_id="test", + gen=openai_get_tokens(_agen_from_chunk_list(test_case.openai_objects)), get_functions=test_case.get_functions, ): actual_sentences.append(sentence) assert actual_sentences == test_case.expected_sentences - - -def test_format_openai_chat_messages_from_transcript(): - test_cases = [ - ( - ( - Transcript( - event_logs=[ - Message(sender=Sender.BOT, text="Hello!"), - Message(sender=Sender.BOT, text="How are you doing today?"), - Message(sender=Sender.HUMAN, text="I'm doing well, thanks!"), - ] - ), - "prompt preamble", - ), - [ - {"role": "system", "content": "prompt preamble"}, - {"role": "assistant", "content": "Hello! How are you doing today?"}, - {"role": "user", "content": "I'm doing well, thanks!"}, - ], - ), - ( - ( - Transcript( - event_logs=[ - Message(sender=Sender.BOT, text="Hello!"), - Message(sender=Sender.BOT, text="How are you doing today?"), - Message(sender=Sender.HUMAN, text="I'm doing well, thanks!"), - ] - ), - None, - ), - [ - {"role": "assistant", "content": "Hello! How are you doing today?"}, - {"role": "user", "content": "I'm doing well, thanks!"}, - ], - ), - ( - ( - Transcript( - event_logs=[ - Message(sender=Sender.BOT, text="Hello!"), - Message(sender=Sender.BOT, text="How are you doing today?"), - ] - ), - "prompt preamble", - ), - [ - {"role": "system", "content": "prompt preamble"}, - {"role": "assistant", "content": "Hello! How are you doing today?"}, - ], - ), - ( - ( - Transcript( - event_logs=[ - Message(sender=Sender.BOT, text="Hello!"), - Message( - sender=Sender.HUMAN, text="Hello, what's the weather like?" - ), - ActionStart( - action_type="weather", - action_input=ActionInput( - action_config=ActionConfig(), - conversation_id="asdf", - params={}, - ), - ), - ActionFinish( - action_type="weather", - action_output=ActionOutput( - action_type="weather", response={} - ), - ), - ] - ), - None, - ), - [ - {"role": "assistant", "content": "Hello!"}, - { - "role": "user", - "content": "Hello, what's the weather like?", - }, - { - "role": "assistant", - "content": None, - "function_call": { - "name": "weather", - "arguments": "{}", - }, - }, - { - "role": "function", - "name": "weather", - "content": "{}", - }, - ], - ), - ] - - for params, expected_output in test_cases: - assert format_openai_chat_messages_from_transcript(*params) == expected_output diff --git a/tests/streaming/data/__init__.py 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zNQ_oFqhxxa^R%Da!R36!<@)I0_07C%6~|p98onw)*LtC9?P8BJc=J!iy}i?e?_q>R zvZE?gFQE(npf7)lWp}={si< zDs40_c!y%@W!*biX+Aqyo_3^~rD@3u*Dmn-yDwBgp>o6lH+{VT(%MCC7)&)49meKc`{x&D0=f41FkH;Y|LvByDu zOKJ#co|oIq$`@DFX?6)X2bVx6?ZoUTI@7%GyLSC z8h&3|w$;M5_v SynthesisResult: - return self.create_synthesis_result_from_wav( - message=message, - chunk_size=chunk_size, - file=get_audio_path("fake_audio.wav"), - ) diff --git a/tests/streaming/fixtures/transcriber.py b/tests/streaming/fixtures/transcriber.py deleted file mode 100644 index a78e3de269..0000000000 --- a/tests/streaming/fixtures/transcriber.py +++ /dev/null @@ -1,26 +0,0 @@ -import asyncio - -import pytest -from vocode.streaming.models.transcriber import TranscriberConfig -from vocode.streaming.transcriber.base_transcriber import ( - BaseAsyncTranscriber, - Transcription, -) - - -class TestTranscriberConfig(TranscriberConfig, type="transcriber_test"): - __test__ = False - - -class TestAsyncTranscriber(BaseAsyncTranscriber): - __test__ = False - - async def _run_loop(self): - while True: - try: - self.output_queue.put_nowait( - Transcription(message="test", confidence=1, is_final=True) - ) - await asyncio.sleep(1) - except asyncio.CancelledError: - return diff --git a/tests/streaming/models/test_transcript.py b/tests/streaming/models/test_transcript.py deleted file mode 100644 index 39b1ae6698..0000000000 --- a/tests/streaming/models/test_transcript.py +++ /dev/null @@ -1,96 +0,0 @@ -import asyncio -from vocode.streaming.models.actions import ( - ActionInput, - ActionOutput, - TwilioPhoneCallActionInput, -) -from vocode.streaming.models.transcript import ActionStart, ActionFinish -from vocode.streaming.models.events import Sender -from vocode.streaming.models.transcript import Message -from vocode.streaming.models.transcript import Transcript -from vocode.streaming.action.nylas_send_email import ( - NylasSendEmailActionConfig, - NylasSendEmailParameters, - NylasSendEmailResponse, -) - - -def test_transcript_to_string(): - transcript = Transcript( - event_logs=[ - Message(sender=Sender.BOT, text="What up"), - Message( - sender=Sender.HUMAN, - text="Send me an email you bot. My email is du@de.com", - ), - ActionStart( - action_type="action_nylas_send_email", - action_input=TwilioPhoneCallActionInput( - action_config=NylasSendEmailActionConfig(), - conversation_id="123", - params=NylasSendEmailParameters( - recipient_email="du@de.com", - body="What up", - subject="This is the bot", - ), - _user_message_tracker=asyncio.Event(), - twilio_sid="123", - ), - ), - ActionFinish( - action_type="action_nylas_send_email", - action_output=ActionOutput( - action_type="action_nylas_send_email", - response=NylasSendEmailResponse(success=True), - ), - ), - ] - ) - - assert ( - transcript.to_string() - == """BOT: What up -HUMAN: Send me an email you bot. My email is du@de.com -ACTION_WORKER: params={'recipient_email': 'du@de.com', 'body': 'What up', 'subject': 'This is the bot'} -ACTION_WORKER: action_type='action_nylas_send_email' response={'success': True}""" - ) - - -def test_transcript_to_string_no_phone_input(): - transcript = Transcript( - event_logs=[ - Message(sender=Sender.BOT, text="What up"), - Message( - sender=Sender.HUMAN, - text="Send me an email you bot. My email is du@de.com", - ), - ActionStart( - action_type="action_nylas_send_email", - action_input=ActionInput( - action_config=NylasSendEmailActionConfig(), - conversation_id="123", - params=NylasSendEmailParameters( - recipient_email="du@de.com", - body="What up", - subject="This is the bot", - ), - _user_message_tracker=asyncio.Event(), - ), - ), - ActionFinish( - action_type="action_nylas_send_email", - action_output=ActionOutput( - action_type="action_nylas_send_email", - response=NylasSendEmailResponse(success=True), - ), - ), - ] - ) - - assert ( - transcript.to_string() - == """BOT: What up -HUMAN: Send me an email you bot. My email is du@de.com -ACTION_WORKER: params={'recipient_email': 'du@de.com', 'body': 'What up', 'subject': 'This is the bot'} -ACTION_WORKER: action_type='action_nylas_send_email' response={'success': True}""" - ) diff --git a/tests/streaming/synthesizer/conftest.py b/tests/streaming/synthesizer/conftest.py new file mode 100644 index 0000000000..01a42f63d3 --- /dev/null +++ b/tests/streaming/synthesizer/conftest.py @@ -0,0 +1,26 @@ +import pytest + + +@pytest.fixture(scope="session") +def default_env_vars(default_env_vars: dict[str, str]) -> dict[str, str]: + """ + Extends the `default_env_vars` fixture specifically for the submodule. + + This fixture takes the session-scoped `default_env_vars` fixture from the parent conftest.py + and extends or overrides it with additional or modified environment variables specific to + the submodule. + + :param default_env_vars: The inherited `default_env_vars` fixture from the parent conftest. + :return: A modified dictionary of default environment variables for the submodule. + """ + submodule_env_vars = default_env_vars.copy() + + submodule_env_vars.update( + { + "VOCODE_PLAYHT_ON_PREM_ADDR": "test", + "BASE_URL": "test", + "CALL_SERVER_BASE_URL": "test2", + } + ) + + return submodule_env_vars diff --git a/tests/streaming/synthesizer/test_audio_cache.py b/tests/streaming/synthesizer/test_audio_cache.py new file mode 100644 index 0000000000..5bc9efc7c3 --- /dev/null +++ b/tests/streaming/synthesizer/test_audio_cache.py @@ -0,0 +1,61 @@ +import pytest +from fakeredis import FakeAsyncRedis, FakeServer +from pytest_mock import MockerFixture + +from vocode.streaming.utils.singleton import Singleton + + +@pytest.fixture(autouse=True) +def cleanup_singleton_audio_cache(): + from vocode.streaming.synthesizer.audio_cache import AudioCache + + if AudioCache in Singleton._instances: + del Singleton._instances[AudioCache] + yield + + +@pytest.mark.asyncio +async def test_set_and_get(mocker: MockerFixture): + from vocode.streaming.synthesizer.audio_cache import AudioCache + + fake_redis = FakeAsyncRedis() + + mocker.patch( + "vocode.streaming.synthesizer.audio_cache.initialize_redis_bytes", return_value=fake_redis + ) + + cache = await AudioCache.safe_create() + voice_identifier = "voice_id" + text = "text" + audio_data = b"chunk" + + assert await cache.get_audio(voice_identifier, text) is None + + await cache.set_audio(voice_identifier, text, audio_data) + assert await cache.get_audio(voice_identifier, text) == b"chunk" + + +@pytest.mark.asyncio +async def test_safe_create_set_and_get_disabled(mocker: MockerFixture): + from vocode.streaming.synthesizer.audio_cache import AudioCache + + # will fail the ping + server = FakeServer() + server.connected = False + + fake_redis = FakeAsyncRedis(server=server) + + mocker.patch( + "vocode.streaming.synthesizer.audio_cache.initialize_redis_bytes", return_value=fake_redis + ) + + cache = await AudioCache.safe_create() + voice_identifier = "voice_id" + text = "text" + audio_data = b"chunk" + + assert await cache.get_audio(voice_identifier, text) is None + + await cache.set_audio(voice_identifier, text, audio_data) + + assert await cache.get_audio(voice_identifier, text) is None diff --git a/tests/streaming/synthesizer/test_factory.py b/tests/streaming/synthesizer/test_factory.py new file mode 100644 index 0000000000..9ee262a161 --- /dev/null +++ b/tests/streaming/synthesizer/test_factory.py @@ -0,0 +1,87 @@ +from unittest.mock import MagicMock, patch + +from pyht import AsyncClient +from pyht.client import CongestionCtrl +from pytest_mock import MockerFixture + +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.models.synthesizer import PlayHtSynthesizerConfig +from vocode.streaming.synthesizer.default_factory import DefaultSynthesizerFactory + +DEFAULT_PARAMS = { + "sampling_rate": 16000, + "audio_encoding": AudioEncoding.LINEAR16, + "voice_id": "s3://manifest.json", +} + + +def test_get_play_ht_synthesizer_v2_or_v1(mocker: MockerFixture): + factory = DefaultSynthesizerFactory() + + v1_constructor = mocker.patch("vocode.streaming.synthesizer.default_factory.PlayHtSynthesizer") + v2_constructor = mocker.patch( + "vocode.streaming.synthesizer.default_factory.PlayHtSynthesizerV2" + ) + + factory.create_synthesizer( + PlayHtSynthesizerConfig(version="2", **DEFAULT_PARAMS.copy()), + ), + v2_constructor.assert_called_once() + v2_constructor.reset_mock() + + factory.create_synthesizer( + PlayHtSynthesizerConfig(version="1", **DEFAULT_PARAMS.copy()), + ) + v1_constructor.assert_called_once() + v1_constructor.reset_mock() + + factory.create_synthesizer( + PlayHtSynthesizerConfig(**DEFAULT_PARAMS.copy()), + ) + v2_constructor.assert_called_once() + + +def test_create_play_ht_synthesizer_on_prem(mocker: MockerFixture): + with patch( + "vocode.streaming.synthesizer.play_ht_synthesizer_v2.AsyncClient", + new_callable=MagicMock, + ) as MockOSClient: + MockOSClient.AdvancedOptions = AsyncClient.AdvancedOptions + + user_id = "user_id" + api_key = "api_key" + factory = DefaultSynthesizerFactory() + + factory.create_synthesizer( + PlayHtSynthesizerConfig( + version="2", **DEFAULT_PARAMS.copy(), user_id=user_id, api_key=api_key + ), + ) + + MockOSClient.assert_called_once_with(user_id=user_id, api_key=api_key) + + MockOSClient.reset_mock() + + factory.create_synthesizer( + PlayHtSynthesizerConfig( + version="2", + on_prem=True, + on_prem_provider="aws", + **DEFAULT_PARAMS.copy(), + user_id=user_id, + api_key=api_key + ), + ) + + advanced_options = AsyncClient.AdvancedOptions( + grpc_addr=None, + fallback_enabled=True, + congestion_ctrl=CongestionCtrl.STATIC_MAR_2023, + ) + + MockOSClient.assert_called_with( + user_id=user_id, + api_key=api_key, + advanced=advanced_options, + ) + MockOSClient.reset_mock() diff --git a/tests/streaming/test_streaming_conversation.py b/tests/streaming/test_streaming_conversation.py index bfc8ee25ad..e38b6efadc 100644 --- a/tests/streaming/test_streaming_conversation.py +++ b/tests/streaming/test_streaming_conversation.py @@ -1,51 +1,453 @@ import asyncio -import logging +from typing import List +from unittest.mock import MagicMock + import pytest -from tests.streaming.fixtures.output_device import SilentOutputDevice -from tests.streaming.fixtures.synthesizer import TestSynthesizer, TestSynthesizerConfig -from tests.streaming.fixtures.transcriber import ( - TestAsyncTranscriber, - TestTranscriberConfig, +from pydantic.v1 import BaseModel +from pytest_mock import MockerFixture +from tests.fakedata.conversation import ( + DEFAULT_CHAT_GPT_AGENT_CONFIG, + create_fake_agent, + create_fake_streaming_conversation, +) + +from vocode.streaming.models.actions import ActionInput +from vocode.streaming.models.agent import InterruptSensitivity +from vocode.streaming.models.events import Sender +from vocode.streaming.models.transcriber import Transcription +from vocode.streaming.models.transcript import ActionStart, Message, Transcript +from vocode.streaming.utils.worker import AsyncWorker + + +class ShouldIgnoreUtteranceTestCase(BaseModel): + transcript: Transcript + human_transcription: str + expected: bool + + +async def _consume_worker_output(worker: AsyncWorker, timeout: float = 0.1): + try: + return await asyncio.wait_for(worker.output_queue.get(), timeout=timeout) + except asyncio.TimeoutError: + return None + + +def test_interrupt_sensitivity(mocker: MockerFixture): + from vocode.streaming.streaming_conversation import StreamingConversation + + mock_instance = mocker.MagicMock(spec=StreamingConversation.TranscriptionsWorker) + mocker.patch.object( + mock_instance, + "is_transcription_backchannel", + wraps=StreamingConversation.TranscriptionsWorker.is_transcription_backchannel, + ) + mock_instance.conversation = mocker.MagicMock() + mock_instance.conversation.agent = mocker.MagicMock() + + mock_instance.conversation.agent.get_agent_config = mocker.MagicMock( + return_value=mocker.MagicMock(interrupt_sensitivity="high") + ) + + test_transcription = Transcription(message="test", confidence=1.0, is_final=True) + assert mock_instance.is_transcription_backchannel(mock_instance, test_transcription) is False + + mock_instance.conversation.agent.get_agent_config = mocker.MagicMock( + return_value=mocker.MagicMock(interrupt_sensitivity="low") + ) + assert mock_instance.is_transcription_backchannel(mock_instance, test_transcription) is True + + +@pytest.mark.parametrize( + "test_case", + [ + ShouldIgnoreUtteranceTestCase( + transcript=Transcript( + event_logs=[], + ), + human_transcription="hi", + expected=False, + ), + ShouldIgnoreUtteranceTestCase( + transcript=Transcript( + event_logs=[ + Message( + sender=Sender.BOT, + text="hi there", + is_final=True, + is_end_of_turn=True, + ), + ], + ), + human_transcription="hi", + expected=False, + ), + ShouldIgnoreUtteranceTestCase( + transcript=Transcript( + event_logs=[ + Message( + sender=Sender.BOT, + text="hi there", + is_final=False, + is_end_of_turn=False, + ), + ], + ), + human_transcription="one two three four", + expected=False, + ), + ShouldIgnoreUtteranceTestCase( + transcript=Transcript( + event_logs=[ + Message( + sender=Sender.BOT, + text="hi there", + is_final=False, + is_end_of_turn=False, + ), + ], + ), + human_transcription="hello?", + expected=True, + ), + ShouldIgnoreUtteranceTestCase( + transcript=Transcript( + event_logs=[ + Message( + sender=Sender.BOT, + text="hi there", + is_final=True, + is_end_of_turn=True, + ), + Message( + sender=Sender.HUMAN, + text="hi there", + ), + ], + ), + human_transcription="hello?", + expected=False, + ), + ShouldIgnoreUtteranceTestCase( + transcript=Transcript( + event_logs=[ + Message( + sender=Sender.BOT, + text="hi there", + is_final=False, + ), + ActionStart( + action_type="action", + action_input=MagicMock(spec=ActionInput), + ), + ], + ), + human_transcription="hello?", + expected=True, + ), + ShouldIgnoreUtteranceTestCase( + transcript=Transcript( + event_logs=[ + Message( + sender=Sender.BOT, + text="hi there", + is_final=True, + is_end_of_turn=True, + ), + ActionStart( + action_type="action", + action_input=MagicMock(spec=ActionInput), + ), + ], + ), + human_transcription="hello?", + expected=False, + ), + ], ) -from vocode.streaming.agent.echo_agent import EchoAgent -from vocode.streaming.models.agent import EchoAgentConfig -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.streaming_conversation import StreamingConversation +def test_should_ignore_utterance( + mocker: MockerFixture, + test_case: ShouldIgnoreUtteranceTestCase, +): + from vocode.streaming.streaming_conversation import StreamingConversation + + conversation = mocker.MagicMock() + transcriptions_worker = StreamingConversation.TranscriptionsWorker( + input_queue=mocker.MagicMock(), + output_queue=mocker.MagicMock(), + conversation=conversation, + interruptible_event_factory=mocker.MagicMock(), + ) + conversation = mocker.MagicMock() + conversation.interrupt_sensitivity = "low" + transcriptions_worker.has_associated_ignored_utterance = False + + transcriptions_worker.conversation.transcript = test_case.transcript + assert ( + transcriptions_worker.should_ignore_utterance( + Transcription(message=test_case.human_transcription, confidence=1.0, is_final=True), + ) + == test_case.expected + ) + + +class TranscriptionsWorkerTestCase(BaseModel): + transcriptions: List[Transcription] + transcript: Transcript + should_broadcast_interrupt: bool + initial_message_ongoing: bool + should_kick_off_pipeline: bool + interrupt_sensitivity: InterruptSensitivity + + +async def _mock_streaming_conversation_constructor( + mocker: MockerFixture, + interrupt_sensitivity: InterruptSensitivity = "low", +): + + streaming_conversation = create_fake_streaming_conversation( + mocker, + agent=create_fake_agent( + mocker, + DEFAULT_CHAT_GPT_AGENT_CONFIG.copy( + update={"interrupt_sensitivity": interrupt_sensitivity} + ), + ), + ) + streaming_conversation.broadcast_interrupt = mocker.MagicMock( + wraps=streaming_conversation.broadcast_interrupt + ) + return streaming_conversation + + +@pytest.mark.asyncio +async def test_transcriptions_worker_ignores_utterances_before_initial_message( + mocker: MockerFixture, +): + streaming_conversation = await _mock_streaming_conversation_constructor( + mocker, + ) + + streaming_conversation.transcriptions_worker.input_queue = asyncio.Queue() + streaming_conversation.transcriptions_worker.output_queue = asyncio.Queue() + streaming_conversation.transcriptions_worker.start() + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="sup", + confidence=1.0, + is_final=True, + ), + ) + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="hi, who is", + confidence=1.0, + is_final=False, + ), + ) + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="hi, who is calling?", + confidence=1.0, + is_final=True, + ), + ) + assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert not streaming_conversation.broadcast_interrupt.called + + streaming_conversation.transcript.add_bot_message( + text="hi there", is_final=True, conversation_id="test" + ) + streaming_conversation.initial_message_tracker.set() + + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="hi, who is this?", + confidence=1.0, + is_final=True, + ), + ) + + transcription_agent_input = await _consume_worker_output( + streaming_conversation.transcriptions_worker + ) + assert transcription_agent_input.payload.transcription.message == "hi, who is this?" + assert streaming_conversation.broadcast_interrupt.called -logging.basicConfig() -logger = logging.getLogger(__name__) -logger.setLevel(logging.DEBUG) + assert streaming_conversation.transcript.event_logs[0].sender == Sender.BOT + + human_backchannels = streaming_conversation.transcript.event_logs[1:] + assert all( + backchannel.sender == Sender.HUMAN and backchannel.is_backchannel + for backchannel in human_backchannels + ) + streaming_conversation.transcriptions_worker.terminate() + + +@pytest.mark.asyncio +async def test_transcriptions_worker_ignores_associated_ignored_utterance( + mocker: MockerFixture, +): + streaming_conversation = await _mock_streaming_conversation_constructor( + mocker, + ) + + streaming_conversation.transcriptions_worker.input_queue = asyncio.Queue() + streaming_conversation.transcriptions_worker.output_queue = asyncio.Queue() + streaming_conversation.transcriptions_worker.start() + streaming_conversation.initial_message_tracker.set() + streaming_conversation.transcript.add_bot_message( + text="Hi, I was wondering", + is_final=False, + conversation_id="test", + ) + + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="i'm listening", + confidence=1.0, + is_final=False, + ), + ) + assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert not streaming_conversation.broadcast_interrupt.called # ignored for length of response + + streaming_conversation.transcript.event_logs[-1].text = ( + "Hi, I was wondering if you had a chance to look at my email?" + ) + streaming_conversation.transcript.event_logs[-1].is_final = True + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="I'm listening.", + confidence=1.0, + is_final=True, + ), + ) + + assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert not streaming_conversation.broadcast_interrupt.called # ignored for length of response + + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="I have not yet gotten a chance.", + confidence=1.0, + is_final=True, + ), + ) + + transcription_agent_input = await _consume_worker_output( + streaming_conversation.transcriptions_worker + ) + assert ( + transcription_agent_input.payload.transcription.message == "I have not yet gotten a chance." + ) + assert streaming_conversation.broadcast_interrupt.called + assert [message.text for message in streaming_conversation.transcript.event_logs] == [ + "Hi, I was wondering if you had a chance to look at my email?", + "I'm listening.", + ] + assert streaming_conversation.transcript.event_logs[-1].is_backchannel + streaming_conversation.transcriptions_worker.terminate() @pytest.mark.asyncio -async def test_streaming_conversation(): - sampling_rate = 16000 - audio_encoding = AudioEncoding.LINEAR16 - chunk_size = 2048 - silent_output_device = SilentOutputDevice( - sampling_rate=sampling_rate, audio_encoding=audio_encoding - ) - - conversation = StreamingConversation( - output_device=silent_output_device, - transcriber=TestAsyncTranscriber( - TestTranscriberConfig( - sampling_rate=sampling_rate, - audio_encoding=audio_encoding, - chunk_size=chunk_size, - ) - ), - agent=EchoAgent( - EchoAgentConfig( - initial_message=BaseMessage(text="test"), - ) - ), - synthesizer=TestSynthesizer( - TestSynthesizerConfig.from_output_device(silent_output_device) - ), - logger=logger, - ) - await conversation.start() - await asyncio.sleep(1) - await conversation.terminate() +async def test_transcriptions_worker_interrupts_on_interim_transcripts( + mocker: MockerFixture, +): + streaming_conversation = await _mock_streaming_conversation_constructor( + mocker, + ) + + streaming_conversation.transcriptions_worker.input_queue = asyncio.Queue() + streaming_conversation.transcriptions_worker.output_queue = asyncio.Queue() + streaming_conversation.transcriptions_worker.start() + streaming_conversation.initial_message_tracker.set() + streaming_conversation.transcript.add_bot_message( + text="Hi, I was wondering", + is_final=False, + conversation_id="test", + ) + + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="Sorry, could you stop", + confidence=1.0, + is_final=False, + ), + ) + + assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert streaming_conversation.broadcast_interrupt.called + + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="Sorry, could you stop talking please?", + confidence=1.0, + is_final=True, + ), + ) + + transcription_agent_input = await _consume_worker_output( + streaming_conversation.transcriptions_worker + ) + assert ( + transcription_agent_input.payload.transcription.message + == "Sorry, could you stop talking please?" + ) + + assert streaming_conversation.transcript.event_logs[-1].sender == Sender.BOT + assert streaming_conversation.transcript.event_logs[-1].text == "Hi, I was wondering" + streaming_conversation.transcriptions_worker.terminate() + + +@pytest.mark.asyncio +async def test_transcriptions_worker_interrupts_immediately_before_bot_has_begun_turn( + mocker: MockerFixture, +): + streaming_conversation = await _mock_streaming_conversation_constructor( + mocker, + ) + + streaming_conversation.transcriptions_worker.input_queue = asyncio.Queue() + streaming_conversation.transcriptions_worker.output_queue = asyncio.Queue() + streaming_conversation.transcriptions_worker.start() + streaming_conversation.initial_message_tracker.set() + + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="Sorry,", + confidence=1.0, + is_final=False, + ), + ) + assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert streaming_conversation.broadcast_interrupt.called + + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="Sorry, what?", + confidence=1.0, + is_final=True, + ), + ) + transcription_agent_input = await _consume_worker_output( + streaming_conversation.transcriptions_worker + ) + assert transcription_agent_input.payload.transcription.message == "Sorry, what?" + assert streaming_conversation.broadcast_interrupt.called + + streaming_conversation.transcript.add_bot_message( + text="", is_final=False, conversation_id="test" + ) + + streaming_conversation.transcriptions_worker.consume_nonblocking( + Transcription( + message="Couldn't", + confidence=1.0, + is_final=False, + ), + ) + + assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert streaming_conversation.broadcast_interrupt.called + + streaming_conversation.transcriptions_worker.terminate() diff --git a/tests/streaming/utils/test_events_manager.py b/tests/streaming/utils/test_events_manager.py index d6bfaf4aba..75cb02f32f 100644 --- a/tests/streaming/utils/test_events_manager.py +++ b/tests/streaming/utils/test_events_manager.py @@ -1,7 +1,8 @@ -import pytest import asyncio -from vocode.streaming.models.events import PhoneCallEndedEvent, EventType +import pytest + +from vocode.streaming.models.events import EventType, PhoneCallEndedEvent from vocode.streaming.utils.events_manager import EventsManager CONVERSATION_ID = "1" @@ -34,6 +35,21 @@ async def test_handle_event_default_implementation(): await manager.handle_event(event) +@pytest.mark.asyncio +async def test_handle_event_non_async_override(mocker): + event = PhoneCallEndedEvent(conversation_id=CONVERSATION_ID, type=EventType.PHONE_CALL_ENDED) + manager = EventsManager([EventType.PHONE_CALL_ENDED]) + manager.publish_event(event) + + error_logger_mock = mocker.patch("vocode.streaming.utils.events_manager.logger.error") + manager.handle_event = lambda event: None + await manager.flush() + assert manager.queue.empty() + error_logger_mock.assert_called_once_with( + "Handle event was overridden with non-async function. Please override with async function." + ) + + @pytest.mark.asyncio async def test_start_and_active_loop(): event = PhoneCallEndedEvent( @@ -48,18 +64,16 @@ async def test_start_and_active_loop(): @pytest.mark.asyncio async def test_flush_method(): - event = PhoneCallEndedEvent( - conversation_id=CONVERSATION_ID, type=EventType.PHONE_CALL_ENDED - ) + event = PhoneCallEndedEvent(conversation_id=CONVERSATION_ID, type=EventType.PHONE_CALL_ENDED) manager = EventsManager([EventType.PHONE_CALL_ENDED]) for _ in range(5): manager.publish_event(event) - await manager.flush(timeout=2) + await manager.flush() assert manager.queue.empty() @pytest.mark.asyncio async def test_queue_empty_and_timeout(): manager = EventsManager([EventType.TRANSCRIPT]) - await manager.flush(timeout=0) + await manager.flush() assert manager.queue.empty() diff --git a/tests/streaming/utils/test_phone_numbers.py b/tests/streaming/utils/test_phone_numbers.py new file mode 100644 index 0000000000..3edfdd9fc3 --- /dev/null +++ b/tests/streaming/utils/test_phone_numbers.py @@ -0,0 +1,49 @@ +import re + +import pytest + +from vocode.streaming.utils.phone_numbers import NUMBER_PARSE_ERROR, sanitize_phone_number + + +def test_sanitize_phone_number_valid_number_without_region(): + phone = "14155552671" # This is a valid US number + expected_result = "14155552671" + result = sanitize_phone_number(phone) + assert result == expected_result + + +def test_sanitize_phone_number_valid_number_with_plus(): + phone = "+14155552671" + expected_result = "14155552671" + result = sanitize_phone_number(phone) + assert result == expected_result + + +def test_sanitize_phone_number_invalid_number_without_region(): + phone = "gibberish" + with pytest.raises(ValueError, match=re.escape(NUMBER_PARSE_ERROR)): + sanitize_phone_number(phone) + + +def test_sanitize_phone_number_invalid_number_with_region(): + phone = "+1911" + with pytest.raises(ValueError, match=re.escape(NUMBER_PARSE_ERROR)): + sanitize_phone_number(phone) + + +def test_sanitize_phone_number_valid_number_with_non_us_region(): + phone = "+443031237301" # This is a valid GB number for Buckingham Palace + expected_result = "443031237301" + result = sanitize_phone_number(phone) + assert result == expected_result + + # test same number with no + + result = sanitize_phone_number(phone[1:]) + assert result == expected_result + + +def test_sanitize_phone_number_adds_country_code(): + phone = "4155552222" + expected_result = "14155552222" + result = sanitize_phone_number(phone) + assert result == expected_result diff --git a/tests/streaming/utils/test_utils.py b/tests/streaming/utils/test_utils.py new file mode 100644 index 0000000000..04c7575df5 --- /dev/null +++ b/tests/streaming/utils/test_utils.py @@ -0,0 +1,54 @@ +import pytest + +from vocode.streaming.utils import generate_from_async_iter_with_lookahead, generate_with_is_last + + +@pytest.mark.asyncio +async def test_generate_with_is_last(): + async def async_gen(): + yield 1 + yield 2 + yield 3 + + async_iter = generate_with_is_last(async_gen()).__aiter__() + + assert await async_iter.__anext__() == (1, False) + assert await async_iter.__anext__() == (2, False) + assert await async_iter.__anext__() == (3, True) + + +@pytest.mark.asyncio +async def test_generate_with_lookahead_long(): + async def async_gen(): + yield 1 + yield 2 + yield 3 + yield 4 + yield 5 + + async_iter = generate_from_async_iter_with_lookahead(async_gen(), 2).__aiter__() + + expected_gen = [ + [1, 2, 3], + [2, 3, 4], + [3, 4, 5], + ] + idx = 0 + async for buffer in async_iter: + assert buffer == expected_gen[idx] + idx += 1 + + +@pytest.mark.asyncio +async def test_generate_with_lookahead_short(): + async def async_gen(): + yield 1 + yield 2 + + async_iter = generate_from_async_iter_with_lookahead(async_gen(), 2).__aiter__() + + expected_gen = [[1, 2]] + idx = 0 + async for buffer in async_iter: + assert buffer == expected_gen[idx] + idx += 1 diff --git a/tests/synthesizer/conftest.py b/tests/synthesizer/conftest.py deleted file mode 100644 index 2a09b36d26..0000000000 --- a/tests/synthesizer/conftest.py +++ /dev/null @@ -1,128 +0,0 @@ -import pytest -from aioresponses import aioresponses, CallbackResult -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.synthesizer import ( - ElevenLabsSynthesizerConfig, - PlayHtSynthesizerConfig, -) -import re -from vocode.streaming.synthesizer.eleven_labs_synthesizer import ( - ElevenLabsSynthesizer, - ELEVEN_LABS_BASE_URL, -) -from vocode.streaming.synthesizer.play_ht_synthesizer import ( - PlayHtSynthesizer, - TTS_ENDPOINT, -) - -import re -from tests.streaming.data.loader import get_audio_path - -import asyncio -import pytest - -DEFAULT_PARAMS = {"sampling_rate": 16000, "audio_encoding": AudioEncoding.LINEAR16} - -MOCK_API_KEY = "my_api_key" -MOCK_USER_ID = "my_user_id" - - -def create_eleven_labs_request_handler(optimize_streaming_latency=False): - def request_handler(url, headers, **kwargs): - if optimize_streaming_latency and not re.search( - r"optimize_streaming_latency=\d", url - ): - raise Exception("optimize_streaming_latency not found in url") - if headers["xi-api-key"] != MOCK_API_KEY: - return CallbackResult(status=401) - with open(get_audio_path("fake_audio.mp3"), "rb") as audio_file: - return CallbackResult(content_type="audio/mpeg", body=audio_file.read()) - - return request_handler - - -@pytest.fixture -def mock_eleven_labs_api(): - with aioresponses() as m: - pattern = re.compile(rf"{re.escape(ELEVEN_LABS_BASE_URL)}text-to-speech/\w+") - m.post(pattern, callback=create_eleven_labs_request_handler()) - yield m - - -@pytest.fixture(scope="module") -async def fixture_eleven_labs_synthesizer_with_api_key(): - params = DEFAULT_PARAMS.copy() - params["api_key"] = MOCK_API_KEY - return ElevenLabsSynthesizer(ElevenLabsSynthesizerConfig(**params)) - - -@pytest.fixture(scope="module") -async def fixture_eleven_labs_synthesizer_wrong_api_key(): - params = DEFAULT_PARAMS.copy() - params["api_key"] = "wrong_api_key" - return ElevenLabsSynthesizer(ElevenLabsSynthesizerConfig(**params)) - - -@pytest.fixture(scope="module") -async def fixture_eleven_labs_synthesizer_env_api_key(): - params = DEFAULT_PARAMS.copy() - import os - - os.environ["ELEVEN_LABS_API_KEY"] = MOCK_API_KEY - return ElevenLabsSynthesizer(ElevenLabsSynthesizerConfig(**params)) - - -# PlayHT Setup - - -def create_play_ht_request_handler(): - def request_handler(url, headers, **kwargs): - if headers["AUTHORIZATION"] != f"Bearer {MOCK_API_KEY}": - return CallbackResult(status=401) - if headers["X-USER-ID"] != MOCK_USER_ID: - return CallbackResult(status=401) - with open(get_audio_path("fake_audio.mp3"), "rb") as audio_file: - return CallbackResult(content_type="audio/mpeg", body=audio_file.read()) - - return request_handler - - -@pytest.fixture -def mock_play_ht_api(): - with aioresponses() as m: - m.post(TTS_ENDPOINT, callback=create_play_ht_request_handler()) - yield m - - -@pytest.fixture(scope="module") -async def fixture_play_ht_synthesizer_with_api_key(): - params = DEFAULT_PARAMS.copy() - params["api_key"] = MOCK_API_KEY - params["user_id"] = MOCK_USER_ID - return PlayHtSynthesizer(PlayHtSynthesizerConfig(**params)) - - -@pytest.fixture(scope="module") -async def fixture_play_ht_synthesizer_wrong_api_key(): - params = DEFAULT_PARAMS.copy() - params["api_key"] = "wrong_api_key" - params["user_id"] = MOCK_USER_ID - return PlayHtSynthesizer(PlayHtSynthesizerConfig(**params)) - - -@pytest.fixture(scope="module") -async def fixture_play_ht_synthesizer_wrong_user_id(): - params = DEFAULT_PARAMS.copy() - params["api_key"] = MOCK_API_KEY - params["user_id"] = "wrong_api_key" - return PlayHtSynthesizer(PlayHtSynthesizerConfig(**params)) - - -@pytest.fixture(scope="module") -async def fixture_play_ht_synthesizer_env_api_key(): - params = DEFAULT_PARAMS.copy() - import os - - os.environ["PLAY_HT_API_KEY"] = MOCK_API_KEY - os.environ["PLAY_HT_USER_ID"] = MOCK_USER_ID - return PlayHtSynthesizer(PlayHtSynthesizerConfig(**params)) diff --git a/tests/synthesizer/test_eleven_labs.py b/tests/synthesizer/test_eleven_labs.py deleted file mode 100644 index 24304d19b0..0000000000 --- a/tests/synthesizer/test_eleven_labs.py +++ /dev/null @@ -1,51 +0,0 @@ -import asyncio -from pydantic import ValidationError -import pytest -from vocode.streaming.synthesizer.base_synthesizer import SynthesisResult -from vocode.streaming.synthesizer.eleven_labs_synthesizer import ElevenLabsSynthesizer -from vocode.streaming.models.synthesizer import ElevenLabsSynthesizerConfig -from aioresponses import aioresponses -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.audio_encoding import AudioEncoding -from pydub import AudioSegment - - -async def assert_synthesis_result_valid(synthesizer: ElevenLabsSynthesizer): - response = await synthesizer.create_speech(BaseMessage(text="Hello, world!"), 1024) - assert isinstance(response, SynthesisResult) - assert response.chunk_generator is not None - audio = AudioSegment.empty() - async for chunk in response.chunk_generator: - audio += AudioSegment( - chunk.chunk, - frame_rate=synthesizer.synthesizer_config.sampling_rate, - sample_width=2, - channels=1, - ) - - -@pytest.mark.asyncio -async def test_with_api_key( - fixture_eleven_labs_synthesizer_with_api_key: ElevenLabsSynthesizer, - mock_eleven_labs_api: aioresponses, -): - await assert_synthesis_result_valid(await fixture_eleven_labs_synthesizer_with_api_key) - - -@pytest.mark.asyncio -async def test_with_wrong_api_key( - fixture_eleven_labs_synthesizer_wrong_api_key: ElevenLabsSynthesizer, - mock_eleven_labs_api: aioresponses, -): - with pytest.raises(Exception, match="ElevenLabs API returned 401 status code"): - await (await fixture_eleven_labs_synthesizer_wrong_api_key).create_speech( - BaseMessage(text="Hello, world!"), 1024 - ) - - -@pytest.mark.asyncio -async def test_with_env_api_key( - fixture_eleven_labs_synthesizer_env_api_key: ElevenLabsSynthesizer, - mock_eleven_labs_api: aioresponses, -): - await assert_synthesis_result_valid(await fixture_eleven_labs_synthesizer_env_api_key) diff --git a/tests/synthesizer/test_play_ht.py b/tests/synthesizer/test_play_ht.py deleted file mode 100644 index 59b78cfebb..0000000000 --- a/tests/synthesizer/test_play_ht.py +++ /dev/null @@ -1,61 +0,0 @@ -import asyncio - -from aioresponses import aioresponses -from pydub import AudioSegment -import pytest - -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.synthesizer.base_synthesizer import SynthesisResult -from vocode.streaming.synthesizer.play_ht_synthesizer import PlayHtSynthesizer - - -async def assert_synthesis_result_valid(synthesizer: PlayHtSynthesizer): - response = await synthesizer.create_speech(BaseMessage(text="Hello, world!"), 1024) - assert isinstance(response, SynthesisResult) - assert response.chunk_generator is not None - audio = AudioSegment.empty() - async for chunk in response.chunk_generator: - audio += AudioSegment( - chunk.chunk, - frame_rate=synthesizer.synthesizer_config.sampling_rate, - sample_width=2, - channels=1, - ) - - -@pytest.mark.asyncio -async def test_with_api_key( - fixture_play_ht_synthesizer_with_api_key: PlayHtSynthesizer, - mock_play_ht_api: aioresponses, -): - await assert_synthesis_result_valid(await fixture_play_ht_synthesizer_with_api_key) - - -@pytest.mark.asyncio -async def test_with_wrong_api_key( - fixture_play_ht_synthesizer_wrong_api_key: PlayHtSynthesizer, - mock_play_ht_api: aioresponses, -): - with pytest.raises(Exception, match="Play.ht API error status code 401"): - await (await fixture_play_ht_synthesizer_wrong_api_key).create_speech( - BaseMessage(text="Hello, world!"), 1024 - ) - -@pytest.mark.asyncio -async def test_with_wrong_user_id( - fixture_play_ht_synthesizer_wrong_user_id: PlayHtSynthesizer, - mock_play_ht_api: aioresponses, -): - with pytest.raises(Exception, match="Play.ht API error status code 401"): - await (await fixture_play_ht_synthesizer_wrong_user_id).create_speech( - BaseMessage(text="Hello, world!"), 1024 - ) - - - -@pytest.mark.asyncio -async def test_with_env_api_key( - fixture_play_ht_synthesizer_env_api_key: PlayHtSynthesizer, - mock_play_ht_api: aioresponses, -): - await assert_synthesis_result_valid(await fixture_play_ht_synthesizer_env_api_key) diff --git a/vocode/__init__.py b/vocode/__init__.py index b2c8af7b07..c895c2e458 100644 --- a/vocode/__init__.py +++ b/vocode/__init__.py @@ -1,7 +1,69 @@ import os +from contextvars import ContextVar, Token +from typing import Any +from uuid import UUID +import sentry_sdk +from loguru import logger + +from vocode.meta import ensure_punkt_installed environment = {} +logger.disable("vocode") + +ensure_punkt_installed() + + +class ContextWrapper: + """Context Variable Wrapper.""" + + _instances: list = [] + + def __init__(self, value: ContextVar) -> None: + self.__value: ContextVar = value + self.__token: Token + ContextWrapper._instances.append(self) + + def set(self, value: Any) -> Token: + """Set a context variable.""" + self.__token = self.__value.set(value) + if isinstance(value, str): + sentry_sdk.set_tag(self.__value.name, value) + if isinstance(value, UUID): + sentry_sdk.set_tag(self.__value.name, str(value)) + + return self.__token + + def reset(self, token: Token | None = None) -> None: + """Reset a context variable.""" + if not hasattr(self, "__token"): + return + + if not token: + token = self.__token + self.__value.reset(token) + return + + def __module__(self) -> Any: # type: ignore + return self.__value.get() + + @property + def value(self) -> Any: + """Gets the value of a context variable.""" + return self.__value.get() + + @classmethod + def serialize_instances(cls) -> dict: + """Gathers all instances of ContextWrapper.""" + instances = {} + for instance in cls._instances: + value = instance.__value.get() + if isinstance(value, UUID): + value = str(value) + + if isinstance(value, str): + instances[instance.__value.name] = value + return instances def setenv(**kwargs): @@ -15,3 +77,10 @@ def getenv(key, default=None): api_key = getenv("VOCODE_API_KEY") base_url = getenv("VOCODE_BASE_URL", "api.vocode.dev") + + +conversation_id: ContextWrapper = ContextWrapper( + ContextVar("conversation_id", default=None), +) +sentry_span_tags: ContextWrapper = ContextWrapper(ContextVar("sentry_span_tags", default=None)) +get_serialized_ctx_wrappers = ContextWrapper.serialize_instances diff --git a/vocode/helpers.py b/vocode/helpers.py index ac95014ffc..c7088f64d4 100644 --- a/vocode/helpers.py +++ b/vocode/helpers.py @@ -1,31 +1,27 @@ -from typing import List, Optional, Tuple, Union import typing +from typing import List, Optional, Tuple, Union + import sounddevice as sd +from loguru import logger + from vocode.streaming.input_device.microphone_input import ( MicrophoneInput as StreamingMicrophoneInput, ) from vocode.streaming.output_device.blocking_speaker_output import ( BlockingSpeakerOutput as BlockingStreamingSpeakerOutput, ) -from vocode.streaming.output_device.speaker_output import ( - SpeakerOutput as StreamingSpeakerOutput, -) +from vocode.streaming.output_device.speaker_output import SpeakerOutput as StreamingSpeakerOutput from vocode.turn_based.input_device.microphone_input import ( MicrophoneInput as TurnBasedMicrophoneInput, ) -from vocode.turn_based.output_device.speaker_output import ( - SpeakerOutput as TurnBasedSpeakerOutput, -) -import logging +from vocode.turn_based.output_device.speaker_output import SpeakerOutput as TurnBasedSpeakerOutput def _get_device_prompt(device_infos: List[dict]) -> str: return """Please select a device: {} Choice: """.format( - "\n".join( - f"{index}: {device['name']}" for index, device in enumerate(device_infos) - ) + "\n".join(f"{index}: {device['name']}" for index, device in enumerate(device_infos)) ) @@ -36,7 +32,6 @@ def create_streaming_microphone_input_and_speaker_output( mic_sampling_rate=None, speaker_sampling_rate=None, use_blocking_speaker_output=False, - logger: Optional[logging.Logger] = None, ): return _create_microphone_input_and_speaker_output( microphone_class=StreamingMicrophoneInput, @@ -50,7 +45,6 @@ def create_streaming_microphone_input_and_speaker_output( output_device_name=output_device_name, mic_sampling_rate=mic_sampling_rate, speaker_sampling_rate=speaker_sampling_rate, - logger=logger, ) @@ -60,7 +54,6 @@ def create_turn_based_microphone_input_and_speaker_output( output_device_name: Optional[str] = None, mic_sampling_rate=None, speaker_sampling_rate=None, - logger: Optional[logging.Logger] = None, ): return _create_microphone_input_and_speaker_output( microphone_class=TurnBasedMicrophoneInput, @@ -70,14 +63,11 @@ def create_turn_based_microphone_input_and_speaker_output( output_device_name=output_device_name, mic_sampling_rate=mic_sampling_rate, speaker_sampling_rate=speaker_sampling_rate, - logger=logger, ) def _create_microphone_input_and_speaker_output( - microphone_class: typing.Type[ - Union[StreamingMicrophoneInput, TurnBasedMicrophoneInput] - ], + microphone_class: typing.Type[Union[StreamingMicrophoneInput, TurnBasedMicrophoneInput]], speaker_class: typing.Type[ Union[ StreamingSpeakerOutput, @@ -90,7 +80,6 @@ def _create_microphone_input_and_speaker_output( output_device_name: Optional[str], mic_sampling_rate=None, speaker_sampling_rate=None, - logger: Optional[logging.Logger] = None, ) -> Union[ Tuple[ StreamingMicrophoneInput, @@ -111,42 +100,32 @@ def _create_microphone_input_and_speaker_output( output_device_info = sd.query_devices(kind="output") else: if input_device_name is not None: - input_device_info = _find_device_with_name( - input_device_infos, input_device_name - ) + input_device_info = _find_device_with_name(input_device_infos, input_device_name) else: input_device_info = input_device_infos[ int(input(_get_device_prompt(input_device_infos))) ] if output_device_name is not None: - output_device_info = _find_device_with_name( - output_device_infos, output_device_name - ) + output_device_info = _find_device_with_name(output_device_infos, output_device_name) else: output_device_info = output_device_infos[ int(input(_get_device_prompt(output_device_infos))) ] if logger is not None: - logger.info("Using microphone input device: %s", input_device_info["name"]) + logger.info(f"Using microphone input device: {input_device_info['name']}") - microphone_input = microphone_class( - input_device_info, sampling_rate=mic_sampling_rate - ) + microphone_input = microphone_class(input_device_info, sampling_rate=mic_sampling_rate) if logger is not None: - logger.info("Using speaker output device: %s", output_device_info["name"]) + logger.info(f"Using speaker output device: {output_device_info['name']}") - speaker_output = speaker_class( - output_device_info, sampling_rate=speaker_sampling_rate - ) + speaker_output = speaker_class(output_device_info, sampling_rate=speaker_sampling_rate) return microphone_input, speaker_output # type: ignore def _find_device_with_name(device_infos: List[dict], name: str) -> dict: try: - return next( - filter(lambda device_info: name == device_info["name"], device_infos) - ) + return next(filter(lambda device_info: name == device_info["name"], device_infos)) except StopIteration: raise Exception("Could not find device with name: {}".format(name)) diff --git a/vocode/logging.py b/vocode/logging.py new file mode 100644 index 0000000000..b33ba4e311 --- /dev/null +++ b/vocode/logging.py @@ -0,0 +1,185 @@ +import json +import logging +import sys + +from loguru import logger +from loguru._handler import Handler + +from vocode import get_serialized_ctx_wrappers + + +def _patched_serialize_record(text: str, record: dict) -> str: + """ + This function takes a text string and a record dictionary as input and returns a serialized + string representation of the record. + + The record dictionary is expected to contain various keys related to logging information such as + 'level', 'time', 'elapsed', 'exception', 'extra', 'file', 'function', 'line', 'message', + 'module', 'name', 'process', 'thread'. Each key's value is processed and added to a new + dictionary 'serializable'. + + If the 'exception' key in the record is not None, it is further processed to extract 'type', + 'value', and 'traceback' information. + + The 'serializable' dictionary is then converted to a JSON string using json.dumps. The 'default' + parameter is set to str to convert any non-serializable types to string. The 'ensure_ascii' + parameter is set to False so that the function can output non-ASCII characters as they are. + + The function finally returns the serialized string with a newline character appended at the end. + + Args: + text (str): A text string. record (dict): A dictionary containing logging information. + + Returns: + str: A serialized string representation of the record dictionary. + """ + exception = record["exception"] + + if exception is not None: + exception = { + "type": None if exception.type is None else exception.type.__name__, + "value": exception.value, + "traceback": bool(exception.traceback), + } + + serializable = { + "severity": record["level"].name, + "text": text, + "timestamp": record["time"].timestamp(), + "elapsed": { + "repr": record["elapsed"], + "seconds": record["elapsed"].total_seconds(), + }, + "exception": exception, + "ctx": get_serialized_ctx_wrappers(), + "extra": record["extra"], + "file": {"name": record["file"].name, "path": record["file"].path}, + "function": record["function"], + "level": { + "icon": record["level"].icon, + "name": record["level"].name, + "no": record["level"].no, + }, + "line": record["line"], + "message": record["message"], + "module": record["module"], + "name": record["name"], + "process": {"id": record["process"].id, "name": record["process"].name}, + "thread": {"id": record["thread"].id, "name": record["thread"].name}, + "time": {"repr": record["time"], "timestamp": record["time"].timestamp()}, + } + + return json.dumps(serializable, default=str, ensure_ascii=False) + "\n" + + +Handler._serialize_record = staticmethod(_patched_serialize_record) # type: ignore + + +class InterceptHandler(logging.Handler): + """ + Default handler from examples in loguru documentation. + + This handler intercepts all log requests and + passes them to loguru. + + For more info see: + https://loguru.readthedocs.io/en/stable/overview.html#entirely-compatible-with-standard-logging + """ + + def emit(self, record: logging.LogRecord) -> None: # pragma: no cover + """ + Propagates logs to loguru. + + :param record: record to log. + """ + try: + level: str | int = logger.level(record.levelname).name + except ValueError: + level = record.levelno + + # Find caller from where originated the logged message + frame, depth = logging.currentframe(), 2 + while ( + frame.f_code.co_filename == logging.__file__ + or frame.f_code.co_filename == __file__ + or "sentry_sdk/integrations" in frame.f_code.co_filename + ): + frame = frame.f_back # type: ignore + depth += 1 + logger.opt(depth=depth, exception=record.exc_info).log( + level, + record.getMessage(), + ) + + +def configure_intercepter() -> None: + """ + Configures the logging system to intercept log messages. + + This function sets up an InterceptHandler instance as the main handler for the root logger. + It sets the logging level to INFO, meaning that all messages with severity INFO and above will be handled. + + It then iterates over all the loggers in the logging system. If a logger's name starts with "uvicorn.", + it removes all handlers from that logger. This is done to prevent uvicorn's default logging configuration + from interfering with our custom configuration. + + Finally, it sets the InterceptHandler instance as the sole handler for the "uvicorn" and "uvicorn.access" loggers. + This ensures that all log messages from uvicorn and its access logger are intercepted by our custom handler. + """ + intercept_handler = InterceptHandler() + logging.basicConfig(handlers=[intercept_handler], level=logging.INFO) + + for logger_name in logging.root.manager.loggerDict: + if logger_name.startswith("uvicorn."): + logging.getLogger(logger_name).handlers = [] + + logging.getLogger("uvicorn").handlers = [intercept_handler] + logging.getLogger("uvicorn.access").handlers = [intercept_handler] + + +def configure_pretty_logging() -> None: + """ + Configures the logging system to output pretty logs. + + This function enables the 'vocode' logger, sets up an intercept handler to + capture logs from the standard logging module, removes all existing handlers + from the 'loguru' logger, and adds a new handler that outputs to stdout with + pretty formatting (colored, not serialized, no backtrace or diagnosis information). + """ + logger.enable("vocode") + + configure_intercepter() + + logger.remove() + logger.add( + sys.stdout, + level=logging.DEBUG, + backtrace=False, + diagnose=False, + serialize=False, + colorize=True, + ) + + +def configure_json_logging() -> None: + """ + Configures the logging system to output logs in JSON format. + + This function enables the 'vocode' logger, sets up an intercept handler to + capture logs from the standard logging module, removes all existing handlers + from the 'loguru' logger, and adds a new handler that outputs to stdout with + JSON formatting (serialized, no backtrace or diagnosis information). + """ + logger.enable("vocode") + + configure_intercepter() + + logger.remove() + logger.add( + sys.stdout, + format="{message}", + level=logging.DEBUG, + backtrace=False, + diagnose=False, + serialize=True, + ) diff --git a/vocode/meta.py b/vocode/meta.py new file mode 100644 index 0000000000..f3f455b547 --- /dev/null +++ b/vocode/meta.py @@ -0,0 +1,15 @@ +from loguru import logger + + +def ensure_punkt_installed(): + try: + from nltk.data import find + + find("tokenizers/punkt") + except LookupError: + from nltk import download + + # If not installed, download 'punkt' + logger.info("Downloading 'punkt' tokenizer...") + download("punkt") + logger.info("'punkt' tokenizer downloaded successfully.") diff --git a/vocode/streaming/action/abstract_factory.py b/vocode/streaming/action/abstract_factory.py new file mode 100644 index 0000000000..7e7ace050e --- /dev/null +++ b/vocode/streaming/action/abstract_factory.py @@ -0,0 +1,10 @@ +from abc import ABC, abstractmethod + +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.models.actions import ActionConfig + + +class AbstractActionFactory(ABC): + @abstractmethod + def create_action(self, action_config: ActionConfig) -> BaseAction: + pass diff --git a/vocode/streaming/action/utils.py b/vocode/streaming/action/action_utils.py similarity index 100% rename from vocode/streaming/action/utils.py rename to vocode/streaming/action/action_utils.py diff --git a/vocode/streaming/action/base_action.py b/vocode/streaming/action/base_action.py index 2ba8012275..e1e07f028b 100644 --- a/vocode/streaming/action/base_action.py +++ b/vocode/streaming/action/base_action.py @@ -1,30 +1,34 @@ import asyncio -from typing import Any, Dict, Generic, Optional, Type, TypeVar, TYPE_CHECKING -from vocode.streaming.action.utils import exclude_keys_recursive +from typing import TYPE_CHECKING, Any, Dict, Generic, List, Literal, Optional, Type, TypeVar + +import jsonschema +from jsonschema import Draft202012Validator as SchemaValidator + +from vocode.streaming.action.action_utils import exclude_keys_recursive from vocode.streaming.models.actions import ( ActionConfig, ActionInput, ActionOutput, - ActionType, ParametersType, ResponseType, ) if TYPE_CHECKING: - from vocode.streaming.utils.state_manager import ConversationStateManager + from vocode.streaming.utils.state_manager import AbstractConversationStateManager ActionConfigType = TypeVar("ActionConfigType", bound=ActionConfig) -class BaseAction(Generic[ActionConfigType, ParametersType, ResponseType]): +class BaseAction(Generic[ActionConfigType, ParametersType, ResponseType]): # type: ignore description: str = "" def __init__( self, action_config: ActionConfigType, - should_respond: bool = False, + should_respond: Literal["always", "sometimes", "never"] = "never", quiet: bool = False, is_interruptible: bool = True, + **kwargs, ): self.action_config = action_config self.should_respond = should_respond @@ -32,13 +36,11 @@ def __init__( self.is_interruptible = is_interruptible def attach_conversation_state_manager( - self, conversation_state_manager: "ConversationStateManager" + self, conversation_state_manager: "AbstractConversationStateManager" ): self.conversation_state_manager = conversation_state_manager - async def run( - self, action_input: ActionInput[ParametersType] - ) -> ActionOutput[ResponseType]: + async def run(self, action_input: ActionInput[ParametersType]) -> ActionOutput[ResponseType]: raise NotImplementedError @property @@ -49,23 +51,35 @@ def parameters_type(self) -> Type[ParametersType]: def response_type(self) -> Type[ResponseType]: raise NotImplementedError + def get_parameters_schema(self) -> Dict[str, Any]: + return self.parameters_type.schema() + + def get_function_name(self) -> str: + return self.action_config.type + def get_openai_function(self): - parameters_schema = self.parameters_type.schema() + parameters_schema = self.get_parameters_schema() parameters_schema = exclude_keys_recursive(parameters_schema, {"title"}) - if self.should_respond: - parameters_schema["properties"][ - "user_message" - ] = self._user_message_param_info() - required = parameters_schema.get("required", []) - required.append("user_message") - parameters_schema["required"] = required + if self.should_respond != "never": + parameters_schema["properties"]["user_message"] = self._user_message_param_info() + if self.should_respond == "always": + required: List[str] = parameters_schema.get("required", []) + required.append("user_message") + parameters_schema["required"] = required + try: + SchemaValidator.check_schema(parameters_schema) + except jsonschema.exceptions.SchemaError as e: + raise ValueError(f"Invalid parameters schema for {self.action_config.type}: {e}") from e return { - "name": self.action_config.type, + "name": self.get_function_name(), "description": self.description, "parameters": parameters_schema, } + def create_action_params(self, params: Dict[str, Any]) -> ParametersType: + return self.parameters_type(**params) + def create_action_input( self, conversation_id: str, @@ -77,14 +91,14 @@ def create_action_input( return ActionInput( action_config=self.action_config, conversation_id=conversation_id, - params=self.parameters_type(**params), + params=self.create_action_params(params), user_message_tracker=user_message_tracker, ) def _user_message_param_info(self): return { "type": "string", - "description": """A message to reply to the user with BEFORE we make the function call. + "description": """A message to reply to the user with BEFORE we make the function call. Essentially a live response informing them that the function is about to happen. Eg Let me check the weather in San Francisco CA for you """, } diff --git a/vocode/streaming/action/default_factory.py b/vocode/streaming/action/default_factory.py new file mode 100644 index 0000000000..227ed56c42 --- /dev/null +++ b/vocode/streaming/action/default_factory.py @@ -0,0 +1,47 @@ +from typing import Dict, Sequence, Type + +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.action.dtmf import TwilioDTMF, VonageDTMF +from vocode.streaming.action.end_conversation import EndConversation +from vocode.streaming.action.execute_external_action import ExecuteExternalAction +from vocode.streaming.action.phone_call_action import ( + TwilioPhoneConversationAction, + VonagePhoneConversationAction, +) +from vocode.streaming.action.record_email import RecordEmail +from vocode.streaming.action.transfer_call import TwilioTransferCall, VonageTransferCall +from vocode.streaming.action.wait import Wait +from vocode.streaming.models.actions import ActionConfig, ActionType + +CONVERSATION_ACTIONS: Dict[ActionType, Type[BaseAction]] = { + ActionType.END_CONVERSATION: EndConversation, + ActionType.RECORD_EMAIL: RecordEmail, + ActionType.WAIT: Wait, + ActionType.EXECUTE_EXTERNAL_ACTION: ExecuteExternalAction, +} + +VONAGE_ACTIONS: Dict[ActionType, Type[VonagePhoneConversationAction]] = { + ActionType.TRANSFER_CALL: VonageTransferCall, + ActionType.DTMF: VonageDTMF, +} + +TWILIO_ACTIONS: Dict[ActionType, Type[TwilioPhoneConversationAction]] = { + ActionType.TRANSFER_CALL: TwilioTransferCall, + ActionType.DTMF: TwilioDTMF, +} + + +class DefaultActionFactory(AbstractActionFactory): + def __init__(self, actions: Sequence[ActionConfig] | dict = {}): + + self.action_configs_dict = {action.type: action for action in actions} + self.actions = CONVERSATION_ACTIONS + + def create_action(self, action_config: ActionConfig): + if action_config.type not in self.action_configs_dict: + raise Exception("Action type not supported by Agent config.") + + action_class = self.actions[action_config.type] + + return action_class(action_config) diff --git a/vocode/streaming/action/dtmf.py b/vocode/streaming/action/dtmf.py new file mode 100644 index 0000000000..392b8eef6c --- /dev/null +++ b/vocode/streaming/action/dtmf.py @@ -0,0 +1,83 @@ +from typing import Type + +from loguru import logger +from pydantic.v1 import BaseModel, Field + +from vocode.streaming.action.phone_call_action import ( + TwilioPhoneConversationAction, + VonagePhoneConversationAction, +) +from vocode.streaming.models.actions import ActionConfig as VocodeActionConfig +from vocode.streaming.models.actions import ActionInput, ActionOutput +from vocode.streaming.utils.state_manager import ( + TwilioPhoneConversationStateManager, + VonagePhoneConversationStateManager, +) + + +class DTMFParameters(BaseModel): + buttons: str = Field(..., description="The buttons to press.") + + +class DTMFResponse(BaseModel): + success: bool + + +class DTMFVocodeActionConfig(VocodeActionConfig, type="action_dtmf"): # type: ignore + def action_attempt_to_string(self, input: ActionInput) -> str: + assert isinstance(input.params, DTMFParameters) + return "Attempting to press numbers: " f"{list(input.params.buttons)}" + + def action_result_to_string(self, input: ActionInput, output: ActionOutput) -> str: + assert isinstance(input.params, DTMFParameters) + assert isinstance(output.response, DTMFResponse) + return f"Pressed numbers {list(input.params.buttons)} successfully" + + +FUNCTION_DESCRIPTION = "Presses a string numbers using DTMF tones." + + +class VonageDTMF( + VonagePhoneConversationAction[DTMFVocodeActionConfig, DTMFParameters, DTMFResponse] +): + description: str = FUNCTION_DESCRIPTION + parameters_type: Type[DTMFParameters] = DTMFParameters + response_type: Type[DTMFResponse] = DTMFResponse + conversation_state_manager: VonagePhoneConversationStateManager + + def __init__(self, action_config: DTMFVocodeActionConfig): + super().__init__(action_config, quiet=True) + + async def run(self, action_input: ActionInput[DTMFParameters]) -> ActionOutput[DTMFResponse]: + buttons = action_input.params.buttons + vonage_client = self.conversation_state_manager.create_vonage_client() + await vonage_client.send_dtmf( + vonage_uuid=self.get_vonage_uuid(action_input), digits=buttons + ) + + return ActionOutput( + action_type=action_input.action_config.type, + response=DTMFResponse(success=True), + ) + + +class TwilioDTMF( + TwilioPhoneConversationAction[DTMFVocodeActionConfig, DTMFParameters, DTMFResponse] +): + description: str = FUNCTION_DESCRIPTION + parameters_type: Type[DTMFParameters] = DTMFParameters + response_type: Type[DTMFResponse] = DTMFResponse + conversation_state_manager: TwilioPhoneConversationStateManager + + def __init__(self, action_config: DTMFVocodeActionConfig): + super().__init__( + action_config, + quiet=True, + ) + + async def run(self, action_input: ActionInput[DTMFParameters]) -> ActionOutput[DTMFResponse]: + logger.error("DTMF not yet supported with Twilio") + return ActionOutput( + action_type=action_input.action_config.type, + response=DTMFResponse(success=False), + ) diff --git a/vocode/streaming/action/end_conversation.py b/vocode/streaming/action/end_conversation.py new file mode 100644 index 0000000000..7175ad8461 --- /dev/null +++ b/vocode/streaming/action/end_conversation.py @@ -0,0 +1,89 @@ +from typing import Type + +from loguru import logger +from pydantic.v1 import BaseModel + +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.models.actions import ActionConfig as VocodeActionConfig +from vocode.streaming.models.actions import ActionInput, ActionOutput + +_END_CONVERSATION_ACTION_DESCRIPTION = """ +Ends the current conversation; use this when we should hang up. Use this +when: someone has indicated they expect the call to finish, and there are no further objectives +to complete. If the user says Goodbye or a different farewell phrase, this indicates that we should +hang up. Example farewell phrases: goodbye, so long, see you, later, take care, etc. People will +sometimes say a farewell phrase at the end of a longer sentence, so make sure to hang up then +as well. Example: \"This sounds great! Talk to you soon.\"""" + + +class EndConversationParameters(BaseModel): + pass + + +class EndConversationResponse(BaseModel): + success: bool + + +class EndConversationVocodeActionConfig( + VocodeActionConfig, type="action_end_conversation" # type: ignore +): + def action_attempt_to_string(self, input: ActionInput) -> str: + assert isinstance(input.params, EndConversationParameters) + return "Attempting to end conversation" + + def action_result_to_string(self, input: ActionInput, output: ActionOutput) -> str: + assert isinstance(output.response, EndConversationResponse) + if output.response.success: + action_description = "Successfully ended conversation" + else: + action_description = "Did not end call because user interrupted" + return action_description + + +class EndConversation( + BaseAction[ + EndConversationVocodeActionConfig, + EndConversationParameters, + EndConversationResponse, + ] +): + description: str = _END_CONVERSATION_ACTION_DESCRIPTION + parameters_type: Type[EndConversationParameters] = EndConversationParameters + response_type: Type[EndConversationResponse] = EndConversationResponse + + def __init__( + self, + action_config: EndConversationVocodeActionConfig, + ): + super().__init__( + action_config, + quiet=True, + should_respond="sometimes", + is_interruptible=False, + ) + + async def _end_of_run_hook(self) -> None: + """This method is called at the end of the run method. It is optional but intended to be + overridden if needed.""" + pass + + async def run( + self, action_input: ActionInput[EndConversationParameters] + ) -> ActionOutput[EndConversationResponse]: + if action_input.user_message_tracker is not None: + await action_input.user_message_tracker.wait() + + if self.conversation_state_manager.transcript.was_last_message_interrupted(): + logger.info("Last bot message was interrupted") + return ActionOutput( + action_type=action_input.action_config.type, + response=EndConversationResponse(success=False), + ) + + await self.conversation_state_manager.terminate_conversation() + + await self._end_of_run_hook() + return ActionOutput( + action_type=action_input.action_config.type, + response=EndConversationResponse(success=True), + ) diff --git a/vocode/streaming/action/execute_external_action.py b/vocode/streaming/action/execute_external_action.py new file mode 100644 index 0000000000..c689b206d6 --- /dev/null +++ b/vocode/streaming/action/execute_external_action.py @@ -0,0 +1,110 @@ +import json +from typing import Any, Dict, Optional, Type + +from pydantic.v1 import BaseModel + +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.action.external_actions_requester import ( + ExternalActionResponse, + ExternalActionsRequester, +) +from vocode.streaming.models.actions import ActionConfig as VocodeActionConfig +from vocode.streaming.models.actions import ActionInput, ActionOutput, ExternalActionProcessingMode +from vocode.streaming.models.message import BaseMessage + + +class ExecuteExternalActionVocodeActionConfig( + VocodeActionConfig, type="action_external" # type: ignore +): + processing_mode: ExternalActionProcessingMode + name: str + description: str + url: str + input_schema: str + speak_on_send: bool + speak_on_receive: bool + signature_secret: str + + +class ExecuteExternalActionParameters(BaseModel): + payload: Dict[str, Any] + + +class ExecuteExternalActionResponse(BaseModel): + success: bool + result: Optional[dict] + + +class ExecuteExternalAction( + BaseAction[ + ExecuteExternalActionVocodeActionConfig, + ExecuteExternalActionParameters, + ExecuteExternalActionResponse, + ] +): + parameters_type: Type[ExecuteExternalActionParameters] = ExecuteExternalActionParameters + response_type: Type[ExecuteExternalActionResponse] = ExecuteExternalActionResponse + + def __init__( + self, + action_config: ExecuteExternalActionVocodeActionConfig, + ): + self.description = action_config.description + super().__init__( + action_config, + quiet=not action_config.speak_on_receive, + should_respond="always" if action_config.speak_on_send else "never", + is_interruptible=False, + ) + self.external_actions_requester = ExternalActionsRequester(url=action_config.url) + + def _user_message_param_info(self): + return { + "type": "string", + "description": ( + "A message to reply to the user with BEFORE we make the function call." + "\nEssentially a live response informing them that the function is " + "about to happen." + ), + } + + def create_action_params(self, params: Dict[str, Any]) -> ExecuteExternalActionParameters: + return ExecuteExternalActionParameters(payload=params) + + def get_function_name(self) -> str: + return self.action_config.name + + def get_parameters_schema(self) -> Dict[str, Any]: + return json.loads(self.action_config.input_schema) + + async def send_external_action_request( + self, action_input: ActionInput[ExecuteExternalActionParameters] + ) -> ExternalActionResponse: + return await self.external_actions_requester.send_request( + payload=action_input.params.payload, + signature_secret=self.action_config.signature_secret, + ) + + async def run( + self, action_input: ActionInput[ExecuteExternalActionParameters] + ) -> ActionOutput[ExecuteExternalActionResponse]: + # TODO: this interruption handling needs to be refactored / DRYd + if self.should_respond and action_input.user_message_tracker is not None: + await action_input.user_message_tracker.wait() + + self.conversation_state_manager.mute_agent() + response = await self.send_external_action_request(action_input) + self.conversation_state_manager.unmute_agent() + + # TODO (EA): pass specific context based on error + return ActionOutput( + action_type=action_input.action_config.type, + response=ExecuteExternalActionResponse( + result=response.result if response else None, success=response.success + ), + canned_response=( + BaseMessage(text=response.agent_message) + if response and response.agent_message + else None + ), + ) diff --git a/vocode/streaming/action/external_actions_requester.py b/vocode/streaming/action/external_actions_requester.py new file mode 100644 index 0000000000..ff82911bd6 --- /dev/null +++ b/vocode/streaming/action/external_actions_requester.py @@ -0,0 +1,134 @@ +import base64 +import hashlib +import hmac +import json +from typing import Any, Dict, Optional + +import httpx +from loguru import logger +from pydantic.v1 import BaseModel + + +class ExternalActionValueError(ValueError): + pass + + +class ExternalActionsErrorResponses: + client_error = ( + "There was an error with the information provided. " + "Please ask for clarification and try again." + ) + server_error = ( + "There was a server error with status " + "{status}: {text}. Please politely tell the user to try again later." + ) + input_error = ( + "There was an error with the information received from the service. " + "Please politely tell the user to try again later." + "\nThe error was {error}" + ) + unauthorized = ( + "There was an error with the authentication for the service. " + "Please politely tell the user to try again later." + ) + forbidden = ( + "There was an error with the authentication for the service. " + "Please politely tell the user to try again later." + ) + + +class ExternalActionResponse(BaseModel): + result: dict + success: bool + agent_message: Optional[str] = None + + +class ExternalActionsRequester: + def __init__(self, url: str) -> None: + self.url = url + + async def send_request( + self, + payload: Dict[str, Any], + signature_secret: str, + additional_payload_values: Dict[str, Any] = {}, + ) -> ExternalActionResponse: + encoded_payload = json.dumps({"payload": payload} | additional_payload_values).encode( + "utf-8" + ) + + headers = { + "Accept": "application/json", + "Content-Type": "application/json", + "x-vocode-signature": self._encode_payload(encoded_payload, signature_secret), + } + + transport = httpx.AsyncHTTPTransport(retries=2) + async with httpx.AsyncClient( + headers=headers, + transport=transport, + timeout=10, + ) as client: + try: + response = await client.post( + self.url, + content=encoded_payload, + ) + response.raise_for_status() + data = response.json() + return self._validate_response(data) + except httpx.HTTPStatusError as e: + logger.error(f"[External Actions] Request failed: {e}") + if e.response.status_code == 401: + return ExternalActionResponse( + result={"info": ExternalActionsErrorResponses.unauthorized}, + success=False, + ) + elif e.response.status_code == 403: + return ExternalActionResponse( + result={"info": ExternalActionsErrorResponses.forbidden}, + success=False, + ) + if 400 <= e.response.status_code < 500: + return ExternalActionResponse( + result={"info": ExternalActionsErrorResponses.client_error}, + success=False, + ) + elif e.response.status_code >= 500: + return ExternalActionResponse( + result={ + "info": ExternalActionsErrorResponses.server_error.format( + status=e.response.status_code, text=e.response.text + ) + }, + success=False, + ) + else: + raise e + except ExternalActionValueError as e: + return ExternalActionResponse( + result={"info": ExternalActionsErrorResponses.input_error.format(error=str(e))}, + success=False, + ) + + def _encode_payload(self, payload: bytes, signature_secret: str) -> str: + signature_as_bytes = base64.b64decode(signature_secret) + digest = hmac.new(signature_as_bytes, payload, hashlib.sha256).digest() + return base64.b64encode(digest).decode() + + def _validate_response(self, response: Dict[str, Any]) -> ExternalActionResponse: + if "result" not in response: + raise ExternalActionValueError("Invalid response format: missing 'result'") + if not isinstance(response["result"], dict): + raise ExternalActionValueError( + "Invalid response format: 'agent_message' must be a key value map" + ) + if "agent_message" in response and not isinstance(response["agent_message"], str): + raise ExternalActionValueError( + "Invalid response format: 'agent_message' must be a string" + ) + return ExternalActionResponse( + result=response["result"], + agent_message=response.get("agent_message"), + success=True, + ) diff --git a/vocode/streaming/action/factory.py b/vocode/streaming/action/factory.py deleted file mode 100644 index c5398a32d4..0000000000 --- a/vocode/streaming/action/factory.py +++ /dev/null @@ -1,17 +0,0 @@ -from vocode.streaming.action.base_action import BaseAction -from vocode.streaming.action.nylas_send_email import ( - NylasSendEmail, - NylasSendEmailActionConfig, -) -from vocode.streaming.models.actions import ActionConfig -from vocode.streaming.action.transfer_call import TransferCall, TransferCallActionConfig - - -class ActionFactory: - def create_action(self, action_config: ActionConfig) -> BaseAction: - if isinstance(action_config, NylasSendEmailActionConfig): - return NylasSendEmail(action_config, should_respond=True) - elif isinstance(action_config, TransferCallActionConfig): - return TransferCall(action_config) - else: - raise Exception("Invalid action type") diff --git a/vocode/streaming/action/nylas_send_email.py b/vocode/streaming/action/nylas_send_email.py deleted file mode 100644 index cec889c188..0000000000 --- a/vocode/streaming/action/nylas_send_email.py +++ /dev/null @@ -1,62 +0,0 @@ -from typing import Optional, Type -from pydantic.v1 import BaseModel, Field -import os -from vocode.streaming.action.base_action import BaseAction -from vocode.streaming.models.actions import ( - ActionConfig, - ActionInput, - ActionOutput, - ActionType, -) - - -class NylasSendEmailActionConfig(ActionConfig, type=ActionType.NYLAS_SEND_EMAIL): - pass - - -class NylasSendEmailParameters(BaseModel): - recipient_email: str = Field(..., description="The email address of the recipient.") - body: str = Field(..., description="The body of the email.") - subject: Optional[str] = Field(None, description="The subject of the email.") - - -class NylasSendEmailResponse(BaseModel): - success: bool - - -class NylasSendEmail( - BaseAction[ - NylasSendEmailActionConfig, NylasSendEmailParameters, NylasSendEmailResponse - ] -): - description: str = "Sends an email using Nylas API." - parameters_type: Type[NylasSendEmailParameters] = NylasSendEmailParameters - response_type: Type[NylasSendEmailResponse] = NylasSendEmailResponse - - async def run( - self, action_input: ActionInput[NylasSendEmailParameters] - ) -> ActionOutput[NylasSendEmailResponse]: - from nylas import APIClient - - # Initialize the Nylas client - nylas = APIClient( - client_id=os.getenv("NYLAS_CLIENT_ID"), - client_secret=os.getenv("NYLAS_CLIENT_SECRET"), - access_token=os.getenv("NYLAS_ACCESS_TOKEN"), - ) - - # Create the email draft - draft = nylas.drafts.create() - draft.body = action_input.params.body - - email_subject = action_input.params.subject - draft.subject = email_subject if email_subject else "Email from Vocode" - draft.to = [{"email": action_input.params.recipient_email.strip()}] - - # Send the email - draft.send() - - return ActionOutput( - action_type=self.action_config.type, - response=NylasSendEmailResponse(success=True), - ) diff --git a/vocode/streaming/action/phone_call_action.py b/vocode/streaming/action/phone_call_action.py index 3b502f8127..f780413fc3 100644 --- a/vocode/streaming/action/phone_call_action.py +++ b/vocode/streaming/action/phone_call_action.py @@ -1,27 +1,31 @@ import asyncio -from typing import Dict, Any, Optional +from typing import Any, Dict, Optional + from vocode.streaming.action.base_action import ActionConfigType, BaseAction from vocode.streaming.models.actions import ( ActionInput, - ActionOutput, ParametersType, ResponseType, - TwilioPhoneCallActionInput, - VonagePhoneCallActionInput, + TwilioPhoneConversationActionInput, + VonagePhoneConversationActionInput, +) +from vocode.streaming.utils.state_manager import ( + TwilioPhoneConversationStateManager, + VonagePhoneConversationStateManager, ) -class VonagePhoneCallAction(BaseAction[ActionConfigType, ParametersType, ResponseType]): - def create_phone_call_action_input( +class VonagePhoneConversationAction(BaseAction[ActionConfigType, ParametersType, ResponseType]): + def create_phone_conversation_action_input( self, conversation_id: str, params: Dict[str, Any], vonage_uuid: str, user_message_tracker: Optional[asyncio.Event] = None, - ) -> VonagePhoneCallActionInput[ParametersType]: + ) -> VonagePhoneConversationActionInput[ParametersType]: if "user_message" in params: del params["user_message"] - return VonagePhoneCallActionInput( + return VonagePhoneConversationActionInput( action_config=self.action_config, conversation_id=conversation_id, params=self.parameters_type(**params), @@ -30,21 +34,25 @@ def create_phone_call_action_input( ) def get_vonage_uuid(self, action_input: ActionInput[ParametersType]) -> str: - assert isinstance(action_input, VonagePhoneCallActionInput) + assert isinstance(action_input, VonagePhoneConversationActionInput) return action_input.vonage_uuid + def attach_conversation_state_manager(self, conversation_state_manager: Any): + assert isinstance(conversation_state_manager, VonagePhoneConversationStateManager) + self.conversation_state_manager = conversation_state_manager -class TwilioPhoneCallAction(BaseAction[ActionConfigType, ParametersType, ResponseType]): - def create_phone_call_action_input( + +class TwilioPhoneConversationAction(BaseAction[ActionConfigType, ParametersType, ResponseType]): + def create_phone_conversation_action_input( self, conversation_id: str, params: Dict[str, Any], twilio_sid: str, user_message_tracker: Optional[asyncio.Event] = None, - ) -> TwilioPhoneCallActionInput[ParametersType]: + ) -> TwilioPhoneConversationActionInput[ParametersType]: if "user_message" in params: del params["user_message"] - return TwilioPhoneCallActionInput( + return TwilioPhoneConversationActionInput( action_config=self.action_config, conversation_id=conversation_id, params=self.parameters_type(**params), @@ -53,5 +61,9 @@ def create_phone_call_action_input( ) def get_twilio_sid(self, action_input: ActionInput[ParametersType]) -> str: - assert isinstance(action_input, TwilioPhoneCallActionInput) + assert isinstance(action_input, TwilioPhoneConversationActionInput) return action_input.twilio_sid + + def attach_conversation_state_manager(self, conversation_state_manager: Any): + assert isinstance(conversation_state_manager, TwilioPhoneConversationStateManager) + self.conversation_state_manager = conversation_state_manager diff --git a/vocode/streaming/action/record_email.py b/vocode/streaming/action/record_email.py new file mode 100644 index 0000000000..98619ef121 --- /dev/null +++ b/vocode/streaming/action/record_email.py @@ -0,0 +1,76 @@ +import re +from typing import Optional, Type + +from pydantic.v1 import BaseModel, Field + +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.models.actions import ActionConfig, ActionInput, ActionOutput + +EMAIL_REGEX = r"^(?!\.)(?!.*\.\.)[a-zA-Z0-9._%+-]+(? kian@gmail.com + ajay at vocode dot dev -> ajay@vocode.dev + + This function will do extra validation. + """ + parameters_type: Type[RecordEmailParameters] = RecordEmailParameters + response_type: Type[RecordEmailResponse] = RecordEmailResponse + + def __init__( + self, + action_config: RecordEmailVocodeActionConfig, + ): + super().__init__( + action_config, + quiet=False, + should_respond="never", + ) + + def _validate_email(self, email: str) -> bool: + return bool(re.match(EMAIL_REGEX, email)) + + async def run( + self, action_input: ActionInput[RecordEmailParameters] + ) -> ActionOutput[RecordEmailResponse]: + value = action_input.params.formatted_value + + success = self._validate_email(value) + + return ActionOutput( + action_type=action_input.action_config.type, + response=RecordEmailResponse(success=success), + ) diff --git a/vocode/streaming/action/transfer_call.py b/vocode/streaming/action/transfer_call.py index e9aff02528..f78fcea654 100644 --- a/vocode/streaming/action/transfer_call.py +++ b/vocode/streaming/action/transfer_call.py @@ -1,21 +1,20 @@ -import os -import aiohttp - -from aiohttp import BasicAuth -from typing import Type -from pydantic.v1 import BaseModel, Field - -from vocode.streaming.action.phone_call_action import TwilioPhoneCallAction -from vocode.streaming.models.actions import ( - ActionConfig, - ActionInput, - ActionOutput, - ActionType, -) +from typing import Literal, Type +from loguru import logger +from pydantic.v1 import BaseModel -class TransferCallActionConfig(ActionConfig, type=ActionType.TRANSFER_CALL): - to_phone: str +from vocode.streaming.action.phone_call_action import ( + TwilioPhoneConversationAction, + VonagePhoneConversationAction, +) +from vocode.streaming.models.actions import ActionConfig as VocodeActionConfig +from vocode.streaming.models.actions import ActionInput, ActionOutput +from vocode.streaming.utils.async_requester import AsyncRequestor +from vocode.streaming.utils.phone_numbers import sanitize_phone_number +from vocode.streaming.utils.state_manager import ( + TwilioPhoneConversationStateManager, + VonagePhoneConversationStateManager, +) class TransferCallParameters(BaseModel): @@ -23,40 +22,68 @@ class TransferCallParameters(BaseModel): class TransferCallResponse(BaseModel): - status: str = Field("success", description="status of the transfer") + success: bool + + +class TransferCallVocodeActionConfig(VocodeActionConfig, type="action_transfer_call"): # type: ignore + phone_number: str + + def action_attempt_to_string(self, input: ActionInput) -> str: + assert isinstance(input.params, TransferCallParameters) + return f"Attempting to transfer call to {self.phone_number}" + + def action_result_to_string(self, input: ActionInput, output: ActionOutput) -> str: + assert isinstance(output.response, TransferCallResponse) + if output.response.success: + action_description = "Successfully transferred call" + else: + action_description = "Did not transfer call because user interrupted" + return action_description + +FUNCTION_DESCRIPTION = "Transfers the call to a new number. This is never used while on hold." +QUIET = True +IS_INTERRUPTIBLE = True +SHOULD_RESPOND: Literal["always"] = "always" -class TransferCall( - TwilioPhoneCallAction[ - TransferCallActionConfig, TransferCallParameters, TransferCallResponse + +class TwilioTransferCall( + TwilioPhoneConversationAction[ + TransferCallVocodeActionConfig, TransferCallParameters, TransferCallResponse ] ): - description: str = ( - "transfers the call. use when you need to connect the active call to another phone line." - ) + description: str = FUNCTION_DESCRIPTION parameters_type: Type[TransferCallParameters] = TransferCallParameters response_type: Type[TransferCallResponse] = TransferCallResponse + conversation_state_manager: TwilioPhoneConversationStateManager + + def __init__( + self, + action_config: TransferCallVocodeActionConfig, + ): + super().__init__( + action_config, + quiet=QUIET, + is_interruptible=False, + should_respond=SHOULD_RESPOND, + ) - async def transfer_call(self, twilio_call_sid, to_phone): - twilio_account_sid = os.environ["TWILIO_ACCOUNT_SID"] - twilio_auth_token = os.environ["TWILIO_AUTH_TOKEN"] + async def transfer_call(self, twilio_call_sid: str, to_phone: str): + twilio_client = self.conversation_state_manager.create_twilio_client() - url = "https://api.twilio.com/2010-04-01/Accounts/{twilio_account_sid}/Calls/{twilio_auth_token}.json".format( - twilio_account_sid=twilio_account_sid, twilio_auth_token=twilio_call_sid + url = "https://api.twilio.com/2010-04-01/Accounts/{twilio_account_sid}/Calls/{twilio_call_sid}.json".format( + twilio_account_sid=twilio_client.get_telephony_config().account_sid, + twilio_call_sid=twilio_call_sid, ) - twiml_data = "{to_phone}".format( - to_phone=to_phone - ) + twiml_data = "{to_phone}".format(to_phone=to_phone) payload = {"Twiml": twiml_data} - auth = BasicAuth(twilio_account_sid, twilio_auth_token) - - async with aiohttp.ClientSession(auth=auth) as session: - async with session.post(url, data=payload) as response: + async with AsyncRequestor().get_session() as session: + async with session.post(url, data=payload, auth=twilio_client.auth) as response: if response.status != 200: - print(await response.text()) + logger.error(f"Failed to transfer call: {response.status} {response.reason}") raise Exception("failed to update call") else: return await response.json() @@ -66,9 +93,78 @@ async def run( ) -> ActionOutput[TransferCallResponse]: twilio_call_sid = self.get_twilio_sid(action_input) - await self.transfer_call(twilio_call_sid, self.action_config.to_phone) + sanitized_phone_number = sanitize_phone_number(self.action_config.phone_number) + + if action_input.user_message_tracker is not None: + await action_input.user_message_tracker.wait() + + logger.info("Finished waiting for user message tracker, now attempting to transfer call") + + if self.conversation_state_manager.transcript.was_last_message_interrupted(): + logger.info("Last bot message was interrupted, not transferring call") + return ActionOutput( + action_type=action_input.action_config.type, + response=TransferCallResponse(success=False), + ) + + await self.transfer_call(twilio_call_sid, sanitized_phone_number) + + return ActionOutput( + action_type=action_input.action_config.type, + response=TransferCallResponse(success=True), + ) + + +class VonageTransferCall( + VonagePhoneConversationAction[ + TransferCallVocodeActionConfig, TransferCallParameters, TransferCallResponse + ] +): + description: str = FUNCTION_DESCRIPTION + parameters_type: Type[TransferCallParameters] = TransferCallParameters + response_type: Type[TransferCallResponse] = TransferCallResponse + conversation_state_manager: VonagePhoneConversationStateManager + + def __init__(self, action_config: TransferCallVocodeActionConfig): + super().__init__( + action_config, + quiet=QUIET, + is_interruptible=IS_INTERRUPTIBLE, + should_respond=SHOULD_RESPOND, + ) + + async def run( + self, action_input: ActionInput[TransferCallParameters] + ) -> ActionOutput[TransferCallResponse]: + if action_input.user_message_tracker is not None: + await action_input.user_message_tracker.wait() + self.conversation_state_manager.mute_agent() + + sanitized_phone_number = sanitize_phone_number(self.action_config.phone_number) + + if self.conversation_state_manager.get_direction() == "outbound": + agent_phone_number = self.conversation_state_manager.get_from_phone() + else: + agent_phone_number = self.conversation_state_manager.get_to_phone() + + await self.conversation_state_manager.create_vonage_client().update_call( + vonage_uuid=self.get_vonage_uuid(action_input), + new_ncco=[ + { + "action": "connect", + "timeout": "45", + "from": agent_phone_number, + "endpoint": [ + { + "type": "phone", + "number": sanitized_phone_number, + } + ], + } + ], + ) return ActionOutput( action_type=action_input.action_config.type, - response=TransferCallResponse(status="success"), + response=TransferCallResponse(success=True), ) diff --git a/vocode/streaming/action/wait.py b/vocode/streaming/action/wait.py new file mode 100644 index 0000000000..a70c6dbfa7 --- /dev/null +++ b/vocode/streaming/action/wait.py @@ -0,0 +1,52 @@ +from typing import Type + +from pydantic.v1 import BaseModel + +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.models.actions import ActionConfig as VocodeActionConfig +from vocode.streaming.models.actions import ActionInput, ActionOutput + + +class WaitVocodeActionConfig(VocodeActionConfig, type="action_wait"): # type: ignore + pass + + +class WaitParameters(BaseModel): + pass + + +class WaitResponse(BaseModel): + success: bool + + +class Wait( + BaseAction[ + WaitVocodeActionConfig, + WaitParameters, + WaitResponse, + ] +): + description: str = ( + "Use this action to wait for the IVR to finish talking or to continue waiting on hold." + ) + parameters_type: Type[WaitParameters] = WaitParameters + response_type: Type[WaitResponse] = WaitResponse + + def __init__( + self, + action_config: WaitVocodeActionConfig, + ): + super().__init__( + action_config, + quiet=True, + should_respond="never", + ) + + async def run(self, action_input: ActionInput[WaitParameters]) -> ActionOutput[WaitResponse]: + if action_input.user_message_tracker is not None: + await action_input.user_message_tracker.wait() + + return ActionOutput( + action_type=action_input.action_config.type, + response=WaitResponse(success=True), + ) diff --git a/vocode/streaming/action/worker.py b/vocode/streaming/action/worker.py index 6ca876f6b2..26c51b2406 100644 --- a/vocode/streaming/action/worker.py +++ b/vocode/streaming/action/worker.py @@ -1,14 +1,16 @@ from __future__ import annotations import asyncio -from vocode.streaming.action.factory import ActionFactory + +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.action.default_factory import DefaultActionFactory from vocode.streaming.agent.base_agent import ActionResultAgentInput, AgentInput from vocode.streaming.models.actions import ( ActionInput, - TwilioPhoneCallActionInput, - VonagePhoneCallActionInput, + TwilioPhoneConversationActionInput, + VonagePhoneConversationActionInput, ) -from vocode.streaming.utils.state_manager import ConversationStateManager +from vocode.streaming.utils.state_manager import AbstractConversationStateManager from vocode.streaming.utils.worker import ( InterruptibleEvent, InterruptibleEventFactory, @@ -19,10 +21,10 @@ class ActionsWorker(InterruptibleWorker): def __init__( self, + action_factory: AbstractActionFactory, input_queue: asyncio.Queue[InterruptibleEvent[ActionInput]], output_queue: asyncio.Queue[InterruptibleEvent[AgentInput]], interruptible_event_factory: InterruptibleEventFactory = InterruptibleEventFactory(), - action_factory: ActionFactory = ActionFactory(), ): super().__init__( input_queue=input_queue, @@ -32,7 +34,7 @@ def __init__( self.action_factory = action_factory def attach_conversation_state_manager( - self, conversation_state_manager: ConversationStateManager + self, conversation_state_manager: AbstractConversationStateManager ): self.conversation_state_manager = conversation_state_manager @@ -48,14 +50,15 @@ async def process(self, item: InterruptibleEvent[ActionInput]): action_output=action_output, vonage_uuid=( action_input.vonage_uuid - if isinstance(action_input, VonagePhoneCallActionInput) + if isinstance(action_input, VonagePhoneConversationActionInput) else None ), twilio_sid=( action_input.twilio_sid - if isinstance(action_input, TwilioPhoneCallActionInput) + if isinstance(action_input, TwilioPhoneConversationActionInput) else None ), is_quiet=action.quiet, - ) + ), + is_interruptible=False, ) diff --git a/vocode/streaming/agent/__init__.py b/vocode/streaming/agent/__init__.py index d001c05cfb..39eaf026fe 100644 --- a/vocode/streaming/agent/__init__.py +++ b/vocode/streaming/agent/__init__.py @@ -1,10 +1,2 @@ -from vocode.streaming.agent.anthropic_agent import ChatAnthropicAgent from vocode.streaming.agent.base_agent import BaseAgent from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent -from vocode.streaming.agent.echo_agent import EchoAgent -from vocode.streaming.agent.gpt4all_agent import GPT4AllAgent -from vocode.streaming.agent.information_retrieval_agent import InformationRetrievalAgent -from vocode.streaming.agent.llm_agent import LLMAgent -from vocode.streaming.agent.restful_user_implemented_agent import ( - RESTfulUserImplementedAgent, -) diff --git a/vocode/streaming/agent/abstract_factory.py b/vocode/streaming/agent/abstract_factory.py new file mode 100644 index 0000000000..9bef8bc792 --- /dev/null +++ b/vocode/streaming/agent/abstract_factory.py @@ -0,0 +1,10 @@ +from abc import ABC, abstractmethod + +from vocode.streaming.agent.base_agent import BaseAgent +from vocode.streaming.models.agent import AgentConfig + + +class AbstractAgentFactory(ABC): + @abstractmethod + def create_agent(self, agent_config: AgentConfig) -> BaseAgent: + pass diff --git a/vocode/streaming/agent/anthropic_agent.py b/vocode/streaming/agent/anthropic_agent.py index 009bbdd649..820fa6539a 100644 --- a/vocode/streaming/agent/anthropic_agent.py +++ b/vocode/streaming/agent/anthropic_agent.py @@ -1,137 +1,122 @@ -from typing import AsyncGenerator, Optional, Tuple -from langchain import ConversationChain -import logging +import os +from typing import Any, AsyncGenerator, Dict -from typing import Optional, Tuple -from pydantic.v1 import SecretStr -from vocode.streaming.agent.base_agent import RespondAgent +import sentry_sdk +from anthropic import AsyncAnthropic, AsyncStream +from anthropic.types import MessageStreamEvent +from loguru import logger -from vocode.streaming.agent.utils import get_sentence_from_buffer +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.action.default_factory import DefaultActionFactory +from vocode.streaming.agent.anthropic_utils import format_anthropic_chat_messages_from_transcript +from vocode.streaming.agent.base_agent import GeneratedResponse, RespondAgent, StreamedResponse +from vocode.streaming.agent.streaming_utils import collate_response_async, stream_response_async +from vocode.streaming.models.actions import FunctionFragment +from vocode.streaming.models.agent import AnthropicAgentConfig +from vocode.streaming.models.message import BaseMessage, LLMToken +from vocode.streaming.vector_db.factory import VectorDBFactory +from vocode.utils.sentry_utils import CustomSentrySpans, sentry_create_span -from langchain import ConversationChain -from langchain.schema import ChatMessage, AIMessage, HumanMessage -from langchain_community.chat_models import ChatAnthropic -import logging -from vocode import getenv -from vocode.streaming.models.agent import ChatAnthropicAgentConfig +class AnthropicAgent(RespondAgent[AnthropicAgentConfig]): + anthropic_client: AsyncAnthropic - -from langchain.prompts import ( - ChatPromptTemplate, - MessagesPlaceholder, - HumanMessagePromptTemplate, -) - -from vocode import getenv -from vocode.streaming.models.agent import ChatAnthropicAgentConfig -from langchain.memory import ConversationBufferMemory - -SENTENCE_ENDINGS = [".", "!", "?"] - - -class ChatAnthropicAgent(RespondAgent[ChatAnthropicAgentConfig]): def __init__( self, - agent_config: ChatAnthropicAgentConfig, - logger: Optional[logging.Logger] = None, - anthropic_api_key: Optional[SecretStr] = None, + agent_config: AnthropicAgentConfig, + action_factory: AbstractActionFactory = DefaultActionFactory(), + vector_db_factory=VectorDBFactory(), + **kwargs, ): - super().__init__(agent_config=agent_config, logger=logger) - import anthropic - - # Convert anthropic_api_key to SecretStr if it's not None and not already a SecretStr - if anthropic_api_key is not None and not isinstance( - anthropic_api_key, SecretStr - ): - anthropic_api_key = SecretStr(anthropic_api_key) - else: - # Retrieve anthropic_api_key from environment variable and convert to SecretStr - env_key = getenv("ANTHROPIC_API_KEY") - if env_key: - anthropic_api_key = SecretStr(env_key) - - if not anthropic_api_key: - raise ValueError( - "ANTHROPIC_API_KEY must be set in environment or passed in as a SecretStr" - ) - self.prompt = ChatPromptTemplate.from_messages( - [ - MessagesPlaceholder(variable_name="history"), - HumanMessagePromptTemplate.from_template("{input}"), - ] + super().__init__( + agent_config=agent_config, + action_factory=action_factory, + **kwargs, ) + self.anthropic_client = AsyncAnthropic(api_key=os.environ.get("ANTHROPIC_API_KEY")) - self.llm = ChatAnthropic( - model_name=agent_config.model_name, - anthropic_api_key=anthropic_api_key, - ) + def get_chat_parameters(self, messages: list = [], use_functions: bool = True): + assert self.transcript is not None - # streaming not well supported by langchain, so we will connect directly - self.anthropic_client = ( - anthropic.AsyncAnthropic(api_key=str(anthropic_api_key)) - if agent_config.generate_responses - else None - ) + parameters: dict[str, Any] = { + "messages": messages, + "system": self.agent_config.prompt_preamble, + "max_tokens": self.agent_config.max_tokens, + "temperature": self.agent_config.temperature, + "stream": True, + } - self.memory = ConversationBufferMemory(return_messages=True) - self.memory.chat_memory.messages.append( - HumanMessage(content=self.agent_config.prompt_preamble) - ) - if agent_config.initial_message: - self.memory.chat_memory.messages.append( - AIMessage(content=agent_config.initial_message.text) - ) + parameters["model"] = self.agent_config.model_name - self.conversation = ConversationChain( - memory=self.memory, prompt=self.prompt, llm=self.llm - ) + return parameters - async def respond( + async def token_generator( self, - human_input, - conversation_id: str, - is_interrupt: bool = False, - ) -> Tuple[str, bool]: - text = await self.conversation.apredict(input=human_input) - self.logger.debug(f"LLM response: {text}") - return text, False + gen: AsyncStream[MessageStreamEvent], + ) -> AsyncGenerator[str | FunctionFragment, None]: + async for chunk in gen: + if chunk.type == "content_block_delta" and chunk.delta.type == "text_delta": + yield chunk.delta.text + + async def _get_anthropic_stream(self, chat_parameters: Dict[str, Any]): + return await self.anthropic_client.messages.create(**chat_parameters) async def generate_response( self, human_input, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[Tuple[str, bool], None]: - self.memory.chat_memory.messages.append(HumanMessage(content=human_input)) - - bot_memory_message = AIMessage(content="") - self.memory.chat_memory.messages.append(bot_memory_message) - prompt = self.llm._convert_messages_to_prompt(self.memory.chat_memory.messages) - - if self.anthropic_client: - streamed_response = await self.anthropic_client.completions.create( - prompt=prompt, - max_tokens_to_sample=self.agent_config.max_tokens_to_sample, - model=self.agent_config.model_name, - stream=True, + bot_was_in_medias_res: bool = False, + ) -> AsyncGenerator[GeneratedResponse, None]: + if not self.transcript: + raise ValueError("A transcript is not attached to the agent") + messages = format_anthropic_chat_messages_from_transcript(transcript=self.transcript) + chat_parameters = self.get_chat_parameters(messages) + try: + first_sentence_total_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.LLM_FIRST_SENTENCE_TOTAL + ) + + ttft_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.TIME_TO_FIRST_TOKEN ) + stream = await self._get_anthropic_stream(chat_parameters) + except Exception as e: + logger.error( + f"Error while hitting Anthropic with chat_parameters: {chat_parameters}", + exc_info=True, + ) + raise e + + response_generator = collate_response_async + + using_input_streaming_synthesizer = ( + self.conversation_state_manager.using_input_streaming_synthesizer() + ) + if using_input_streaming_synthesizer: + response_generator = stream_response_async + async for message in response_generator( + conversation_id=conversation_id, + gen=self.token_generator( + stream, + ), + sentry_span=ttft_span, + ): + if first_sentence_total_span: + first_sentence_total_span.finish() - buffer = "" - async for completion in streamed_response: - buffer += completion.completion - sentence, remainder = get_sentence_from_buffer(buffer) - if sentence: - bot_memory_message.content = bot_memory_message.content + sentence - buffer = remainder - yield sentence, True - continue - - def update_last_bot_message_on_cut_off(self, message: str): - for memory_message in self.memory.chat_memory.messages[::-1]: - if ( - isinstance(memory_message, ChatMessage) - and memory_message.role == "assistant" - ) or isinstance(memory_message, AIMessage): - memory_message.content = message - return + ResponseClass = ( + StreamedResponse if using_input_streaming_synthesizer else GeneratedResponse + ) + MessageType = LLMToken if using_input_streaming_synthesizer else BaseMessage + + if isinstance(message, str): + yield ResponseClass( + message=MessageType(text=message), + is_interruptible=True, + ) + else: + yield ResponseClass( + message=message, + is_interruptible=True, + ) diff --git a/vocode/streaming/agent/anthropic_utils.py b/vocode/streaming/agent/anthropic_utils.py new file mode 100644 index 0000000000..2a2e131d2d --- /dev/null +++ b/vocode/streaming/agent/anthropic_utils.py @@ -0,0 +1,29 @@ +from vocode.streaming.agent.openai_utils import merge_event_logs +from vocode.streaming.models.transcript import ActionStart, EventLog, Transcript + + +def format_anthropic_chat_messages_from_transcript( + transcript: Transcript, +) -> list[dict]: + # merge consecutive bot messages + new_event_logs: list[EventLog] = merge_event_logs(event_logs=transcript.event_logs) + + # Removing BOT_ACTION_START so that it doesn't confuse the completion-y prompt, e.g. + # BOT: BOT_ACTION_START: action_end_conversation + # Right now, this version of context does not work for normal actions, only phrase trigger actions + + merged_event_logs_sans_bot_action_start = [ + event_log for event_log in new_event_logs if not isinstance(event_log, ActionStart) + ] + + return [ + { + "role": "user", + "content": Transcript(event_logs=merged_event_logs_sans_bot_action_start).to_string( + include_timestamps=False, + mark_human_backchannels_with_brackets=True, + ), + }, + {"role": "assistant", "content": "BOT:"}, + ] + # TODO: reliably count tokens of Anthropic messages so that we don't exceed the context window diff --git a/vocode/streaming/agent/base_agent.py b/vocode/streaming/agent/base_agent.py index b39d40013d..f6a56a7e77 100644 --- a/vocode/streaming/agent/base_agent.py +++ b/vocode/streaming/agent/base_agent.py @@ -1,59 +1,64 @@ from __future__ import annotations import asyncio -from enum import Enum import json -import logging import random -from typing import ( - AsyncGenerator, - Generator, - Generic, - Optional, - Tuple, - TypeVar, - Union, - TYPE_CHECKING, -) import typing -from opentelemetry import trace -from opentelemetry.trace import Span -from vocode.streaming.action.factory import ActionFactory +from enum import Enum +from typing import TYPE_CHECKING, AsyncGenerator, Dict, Generic, Optional, Tuple, TypeVar, Union + +import sentry_sdk +from loguru import logger +from pydantic.v1 import BaseModel + +from vocode import sentry_span_tags +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.action.default_factory import DefaultActionFactory +from vocode.streaming.action.execute_external_action import ExecuteExternalActionVocodeActionConfig from vocode.streaming.action.phone_call_action import ( - TwilioPhoneCallAction, - VonagePhoneCallAction, + TwilioPhoneConversationAction, + VonagePhoneConversationAction, ) +from vocode.streaming.agent.goodbye import is_goodbye_simple +from vocode.streaming.agent.phrase_trigger import matches_phrase_trigger from vocode.streaming.models.actions import ( ActionConfig, ActionInput, ActionOutput, + EndOfTurn, FunctionCall, - FunctionFragment, ) - -from vocode.streaming.models.agent import ( - AgentConfig, - ChatGPTAgentConfig, - LLMAgentConfig, -) -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.model import BaseModel, TypedModel -from vocode.streaming.transcriber.base_transcriber import Transcription -from vocode.streaming.utils import remove_non_letters_digits -from vocode.streaming.utils.goodbye_model import GoodbyeModel -from vocode.streaming.models.transcript import Transcript +from vocode.streaming.models.agent import AgentConfig, ChatGPTAgentConfig, LLMAgentConfig +from vocode.streaming.models.events import Sender +from vocode.streaming.models.message import BaseMessage, BotBackchannel, SilenceMessage +from vocode.streaming.models.model import TypedModel +from vocode.streaming.models.transcriber import Transcription +from vocode.streaming.models.transcript import Message, Transcript +from vocode.streaming.utils import unrepeating_randomizer +from vocode.streaming.utils.speed_manager import SpeedManager from vocode.streaming.utils.worker import ( InterruptibleAgentResponseEvent, InterruptibleEvent, InterruptibleEventFactory, InterruptibleWorker, ) +from vocode.utils.sentry_utils import CustomSentrySpans, sentry_create_span if TYPE_CHECKING: - from vocode.streaming.utils.state_manager import ConversationStateManager + from vocode.streaming.utils.state_manager import AbstractConversationStateManager -tracer = trace.get_tracer(__name__) AGENT_TRACE_NAME = "agent" +POST_QUESTION_BACKCHANNELS = [ + "Oh okay, got it.", + "Oh, okay, got it.", + "Oh okay got it.", + "Ohhh, okay, got it.", + "Oh got it, okay.", + "Ohhh got it, okay.", + "Ohhh, got it, okay.", + "Oh, got it, okay.", +] class AgentInputType(str, Enum): @@ -62,7 +67,7 @@ class AgentInputType(str, Enum): ACTION_RESULT = "agent_input_action_result" -class AgentInput(TypedModel, type=AgentInputType.BASE.value): +class AgentInput(TypedModel, type=AgentInputType.BASE.value): # type: ignore conversation_id: str vonage_uuid: Optional[str] twilio_sid: Optional[str] @@ -72,11 +77,11 @@ class Config: arbitrary_types_allowed = True -class TranscriptionAgentInput(AgentInput, type=AgentInputType.TRANSCRIPTION.value): +class TranscriptionAgentInput(AgentInput, type=AgentInputType.TRANSCRIPTION.value): # type: ignore transcription: Transcription -class ActionResultAgentInput(AgentInput, type=AgentInputType.ACTION_RESULT.value): +class ActionResultAgentInput(AgentInput, type=AgentInputType.ACTION_RESULT.value): # type: ignore action_input: ActionInput action_output: ActionOutput is_quiet: bool = False @@ -89,25 +94,40 @@ class AgentResponseType(str, Enum): FILLER_AUDIO = "agent_response_filler_audio" -class AgentResponse(TypedModel, type=AgentResponseType.BASE.value): +class AgentResponse(TypedModel, type=AgentResponseType.BASE.value): # type: ignore pass -class AgentResponseMessage(AgentResponse, type=AgentResponseType.MESSAGE.value): - message: BaseMessage +class AgentResponseMessage(AgentResponse, type=AgentResponseType.MESSAGE.value): # type: ignore + message: Union[BaseMessage, EndOfTurn] is_interruptible: bool = True + # Whether the message is the first message in the response; has metrics implications + is_first: bool = False + # If the response is not being chunked up into multiple sentences, this is set to True + is_sole_text_chunk: bool = False -class AgentResponseStop(AgentResponse, type=AgentResponseType.STOP.value): +class AgentResponseStop(AgentResponse, type=AgentResponseType.STOP.value): # type: ignore pass class AgentResponseFillerAudio( - AgentResponse, type=AgentResponseType.FILLER_AUDIO.value + AgentResponse, + type=AgentResponseType.FILLER_AUDIO.value, # type: ignore ): pass +class GeneratedResponse(BaseModel): + message: Union[BaseMessage, FunctionCall, EndOfTurn] + is_interruptible: bool + streamed: bool = False + + +class StreamedResponse(GeneratedResponse): + streamed: bool = True + + AgentConfigType = TypeVar("AgentConfigType", bound=AgentConfig) @@ -124,7 +144,8 @@ def update_last_bot_message_on_cut_off(self, message: str): def get_cut_off_response(self) -> str: assert isinstance(self.agent_config, LLMAgentConfig) or isinstance( - self.agent_config, ChatGPTAgentConfig + self.agent_config, + ChatGPTAgentConfig, ), "Set cutoff response is only implemented in LLMAgent and ChatGPTAgent" assert self.agent_config.cut_off_response is not None on_cut_off_messages = self.agent_config.cut_off_response.messages @@ -136,16 +157,13 @@ class BaseAgent(AbstractAgent[AgentConfigType], InterruptibleWorker): def __init__( self, agent_config: AgentConfigType, - action_factory: ActionFactory = ActionFactory(), + action_factory: AbstractActionFactory = DefaultActionFactory(), interruptible_event_factory: InterruptibleEventFactory = InterruptibleEventFactory(), - logger: Optional[logging.Logger] = None, ): - self.input_queue: asyncio.Queue[InterruptibleEvent[AgentInput]] = ( + self.input_queue: asyncio.Queue[InterruptibleEvent[AgentInput]] = asyncio.Queue() + self.output_queue: asyncio.Queue[InterruptibleAgentResponseEvent[AgentResponse]] = ( asyncio.Queue() ) - self.output_queue: asyncio.Queue[ - InterruptibleAgentResponseEvent[AgentResponse] - ] = asyncio.Queue() AbstractAgent.__init__(self, agent_config=agent_config) InterruptibleWorker.__init__( self, @@ -154,21 +172,16 @@ def __init__( interruptible_event_factory=interruptible_event_factory, ) self.action_factory = action_factory - self.actions_queue: asyncio.Queue[InterruptibleEvent[ActionInput]] = ( - asyncio.Queue() - ) - self.logger = logger or logging.getLogger(__name__) - self.goodbye_model = None - if self.agent_config.end_conversation_on_goodbye: - self.goodbye_model = GoodbyeModel() - self.goodbye_model_initialize_task = asyncio.create_task( - self.goodbye_model.initialize_embeddings() - ) + self.actions_queue: asyncio.Queue[InterruptibleEvent[ActionInput]] = asyncio.Queue() self.transcript: Optional[Transcript] = None self.functions = self.get_functions() if self.agent_config.actions else None self.is_muted = False + self.post_question_bot_backchannel_randomizer = unrepeating_randomizer( + POST_QUESTION_BACKCHANNELS, + ) + def get_functions(self): raise NotImplementedError @@ -176,10 +189,20 @@ def attach_transcript(self, transcript: Transcript): self.transcript = transcript def attach_conversation_state_manager( - self, conversation_state_manager: ConversationStateManager + self, + conversation_state_manager: AbstractConversationStateManager, ): self.conversation_state_manager = conversation_state_manager + def attach_speed_manager(self, speed_manager: SpeedManager): + self.speed_manager = speed_manager + + def _get_speed_adjusted_silence_seconds(self, seconds: float) -> float: + speed_coefficient = ( + self.speed_manager.get_speed_coefficient() if self.speed_manager is not None else 1.0 + ) + return seconds / speed_coefficient + def set_interruptible_event_factory(self, factory: InterruptibleEventFactory): self.interruptible_event_factory = factory @@ -193,62 +216,161 @@ def get_output_queue( ) -> asyncio.Queue[InterruptibleAgentResponseEvent[AgentResponse]]: return self.output_queue - def create_goodbye_detection_task(self, message: str) -> asyncio.Task: - assert self.goodbye_model is not None - return asyncio.create_task(self.goodbye_model.is_goodbye(message)) + def is_first_response(self): + assert self.transcript is not None + + num_bot_messages = sum( + 1 + for event_log in self.transcript.event_logs + if isinstance(event_log, Message) and event_log.sender == Sender.BOT + ) + + return num_bot_messages <= (1 if self.agent_config.initial_message is not None else 0) class RespondAgent(BaseAgent[AgentConfigType]): + async def _maybe_prepend_interrupt_responses( + self, + transcription: Transcription, + responses_stream: AsyncGenerator[GeneratedResponse, None], + ) -> AsyncGenerator[GeneratedResponse, None]: + if transcription.is_interrupt: + if self.agent_config.cut_off_response: + cut_off_response = self.get_cut_off_response() + yield GeneratedResponse( + message=BaseMessage(text=cut_off_response), + is_interruptible=False, + ) + return + if transcription.bot_was_in_medias_res: + silence_message = SilenceMessage() + silence_message.trailing_silence_seconds = self._get_speed_adjusted_silence_seconds( + silence_message.trailing_silence_seconds + ) + yield GeneratedResponse(message=silence_message, is_interruptible=True) + async for response in responses_stream: + yield response + async def handle_generate_response( - self, transcription: Transcription, agent_input: AgentInput + self, + transcription: Transcription, + agent_input: AgentInput, ) -> bool: conversation_id = agent_input.conversation_id - tracer_name_start = await self.get_tracer_name_start() - agent_span = tracer.start_span( - f"{tracer_name_start}.generate_total" # type: ignore - ) - agent_span_first = tracer.start_span( - f"{tracer_name_start}.generate_first" # type: ignore + responses = self._maybe_prepend_interrupt_responses( + transcription=transcription, + responses_stream=self.generate_response( + transcription.message, + is_interrupt=transcription.is_interrupt, + conversation_id=conversation_id, + bot_was_in_medias_res=transcription.bot_was_in_medias_res, + ), ) - responses = self.generate_response( - transcription.message, - is_interrupt=transcription.is_interrupt, - conversation_id=conversation_id, - ) - is_first_response = True + is_first_response_of_turn = True function_call = None - async for response, is_interruptible in responses: - if isinstance(response, FunctionCall): - function_call = response + + responses_buffer = "" + end_of_turn_agent_response_tracker = None + + async for generated_response in responses: + if is_first_response_of_turn: + message_type = "UNKNOWN" + match generated_response.message: + case SilenceMessage(): # type: ignore[misc] + message_type = "silence" + case BotBackchannel(): # type: ignore[misc] + message_type = "backchannel" + case BaseMessage(): # type: ignore[misc] + message_type = "message" + case FunctionCall(): # type: ignore[misc] + message_type = "function_call" + case _: + logger.warning( + "Unknown message type received for Sentry metrics " + f"reporting: {type(generated_response.message)}", + ) + span_tags = sentry_span_tags.value + if span_tags: + span_tags["message_type"] = message_type + sentry_span_tags.set(span_tags) + + if isinstance(generated_response.message, FunctionCall): + function_call = generated_response.message continue - if is_first_response: - agent_span_first.end() - is_first_response = False + + agent_response_tracker = agent_input.agent_response_tracker or asyncio.Event() self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage(message=BaseMessage(text=response)), + AgentResponseMessage( + message=generated_response.message, + is_first=is_first_response_of_turn, + ), + is_interruptible=self.agent_config.allow_agent_to_be_cut_off + and generated_response.is_interruptible, + agent_response_tracker=agent_response_tracker, + ) + if isinstance(generated_response.message, BaseMessage): + responses_buffer = f"{responses_buffer} {generated_response.message.text}" + elif isinstance(generated_response.message, EndOfTurn): + end_of_turn_agent_response_tracker = agent_response_tracker + + if self.agent_config.end_conversation_on_goodbye and isinstance( + generated_response.message, + BaseMessage, + ): + if is_goodbye_simple( + message=generated_response.message.text, + phrases=self.agent_config.goodbye_phrases, + ): + logger.debug("Simple goodbye detected, ending conversation") + return True + is_first_response_of_turn = False + + # if the client (the implemented agent) doesn't create an EndOfTurn, then we need to create one + if not end_of_turn_agent_response_tracker: + end_of_turn_agent_response_tracker = ( + agent_input.agent_response_tracker or asyncio.Event() + ) + self.produce_interruptible_agent_response_event_nonblocking( + AgentResponseMessage( + message=EndOfTurn(), + is_first=is_first_response_of_turn, + ), is_interruptible=self.agent_config.allow_agent_to_be_cut_off - and is_interruptible, - agent_response_tracker=agent_input.agent_response_tracker, + and generated_response.is_interruptible, + agent_response_tracker=end_of_turn_agent_response_tracker, + ) + + phrase_trigger_match = ( + matches_phrase_trigger(responses_buffer, self.agent_config.actions) + if self.agent_config.actions + else None + ) + if phrase_trigger_match: + action_config = self._get_action_config(phrase_trigger_match) + assert action_config is not None + action = self.action_factory.create_action(action_config) + action_input = self.create_action_input( + action, + agent_input, + {}, + end_of_turn_agent_response_tracker, ) + self.enqueue_action_input(action, action_input, agent_input.conversation_id) + # TODO: implement should_stop for generate_responses - agent_span.end() if function_call and self.agent_config.actions is not None: await self.call_function(function_call, agent_input) return False - async def handle_respond( - self, transcription: Transcription, conversation_id: str - ) -> bool: + async def handle_respond(self, transcription: Transcription, conversation_id: str) -> bool: try: - tracer_name_start = await self.get_tracer_name_start() - with tracer.start_as_current_span(f"{tracer_name_start}.respond_total"): - response, should_stop = await self.respond( - transcription.message, - is_interrupt=transcription.is_interrupt, - conversation_id=conversation_id, - ) + response, should_stop = await self.respond( + transcription.message, + is_interrupt=transcription.is_interrupt, + conversation_id=conversation_id, + ) except Exception as e: - self.logger.error(f"Error while generating response: {e}", exc_info=True) + logger.error(f"Error while generating response: {e}", exc_info=True) response = None return True if response: @@ -256,22 +378,21 @@ async def handle_respond( AgentResponseMessage(message=BaseMessage(text=response)), is_interruptible=self.agent_config.allow_agent_to_be_cut_off, ) + self.produce_interruptible_agent_response_event_nonblocking( + AgentResponseMessage(message=EndOfTurn()), + is_interruptible=self.agent_config.allow_agent_to_be_cut_off, + ) return should_stop else: - self.logger.debug("No response generated") + logger.debug("No response generated") return False async def process(self, item: InterruptibleEvent[AgentInput]): - if self.is_muted: - self.logger.debug("Agent is muted, skipping processing") - return assert self.transcript is not None try: agent_input = item.payload if isinstance(agent_input, TranscriptionAgentInput): - transcription = typing.cast( - TranscriptionAgentInput, agent_input - ).transcription + transcription = typing.cast(TranscriptionAgentInput, agent_input).transcription self.transcript.add_human_message( text=transcription.message, conversation_id=agent_input.conversation_id, @@ -284,7 +405,19 @@ async def process(self, item: InterruptibleEvent[AgentInput]): ) if agent_input.is_quiet: # Do not generate a response to quiet actions - self.logger.debug("Action is quiet, skipping response generation") + logger.debug("Action is quiet, skipping response generation") + return + if agent_input.action_output.canned_response is not None: + self.produce_interruptible_agent_response_event_nonblocking( + AgentResponseMessage( + message=agent_input.action_output.canned_response, + is_sole_text_chunk=True, + ), + is_interruptible=True, + ) + self.produce_interruptible_agent_response_event_nonblocking( + AgentResponseMessage(message=EndOfTurn()), + ) return transcription = Transcription( message=agent_input.action_output.response.json(), @@ -294,45 +427,32 @@ async def process(self, item: InterruptibleEvent[AgentInput]): else: raise ValueError("Invalid AgentInput type") - goodbye_detected_task = None - if self.agent_config.end_conversation_on_goodbye: - goodbye_detected_task = self.create_goodbye_detection_task( - transcription.message - ) + if self.is_muted: + logger.debug("Agent is muted, skipping processing") + return + if self.agent_config.send_filler_audio: self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseFillerAudio() + AgentResponseFillerAudio(), ) - self.logger.debug("Responding to transcription") + + logger.debug("Responding to transcription") should_stop = False if self.agent_config.generate_responses: - should_stop = await self.handle_generate_response( - transcription, agent_input - ) + # TODO (EA): this is quite ugly but necessary to have the agent act properly after an action completes + if not isinstance(agent_input, ActionResultAgentInput): + sentry_create_span( + sentry_callable=sentry_sdk.start_span, + op=CustomSentrySpans.LANGUAGE_MODEL_TIME_TO_FIRST_TOKEN, + ) + should_stop = await self.handle_generate_response(transcription, agent_input) else: - should_stop = await self.handle_respond( - transcription, agent_input.conversation_id - ) + should_stop = await self.handle_respond(transcription, agent_input.conversation_id) if should_stop: - self.logger.debug("Agent requested to stop") - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseStop() - ) + logger.debug("Agent requested to stop") + self.produce_interruptible_agent_response_event_nonblocking(AgentResponseStop()) return - if goodbye_detected_task: - try: - goodbye_detected = await asyncio.wait_for( - goodbye_detected_task, 0.1 - ) - if goodbye_detected: - self.logger.debug("Goodbye detected, ending conversation") - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseStop() - ) - return - except asyncio.TimeoutError: - self.logger.debug("Goodbye detection timed out") except asyncio.CancelledError: pass @@ -340,16 +460,17 @@ def _get_action_config(self, function_name: str) -> Optional[ActionConfig]: if self.agent_config.actions is None: return None for action_config in self.agent_config.actions: - if action_config.type == function_name: + if action_config.type == function_name or ( + isinstance(action_config, ExecuteExternalActionVocodeActionConfig) + and action_config.name == function_name + ): return action_config return None async def call_function(self, function_call: FunctionCall, agent_input: AgentInput): action_config = self._get_action_config(function_call.name) if action_config is None: - self.logger.error( - f"Function {function_call.name} not found in agent config, skipping" - ) + logger.error(f"Function {function_call.name} not found in agent config, skipping") return action = self.action_factory.create_action(action_config) params = json.loads(function_call.arguments) @@ -358,25 +479,42 @@ async def call_function(self, function_call: FunctionCall, agent_input: AgentInp user_message = params["user_message"] user_message_tracker = asyncio.Event() self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage(message=BaseMessage(text=user_message)), + AgentResponseMessage( + message=BaseMessage(text=user_message), + is_sole_text_chunk=True, + ), + is_interruptible=action.is_interruptible, + ) + self.produce_interruptible_agent_response_event_nonblocking( + AgentResponseMessage(message=EndOfTurn()), agent_response_tracker=user_message_tracker, ) + action_input = self.create_action_input(action, agent_input, params, user_message_tracker) + self.enqueue_action_input(action, action_input, agent_input.conversation_id) + + def create_action_input( + self, + action: BaseAction, + agent_input: AgentInput, + params: Dict, + user_message_tracker: Optional[asyncio.Event] = None, + ) -> ActionInput: action_input: ActionInput - if isinstance(action, VonagePhoneCallAction): + if isinstance(action, VonagePhoneConversationAction): assert ( agent_input.vonage_uuid is not None - ), "Cannot use VonagePhoneCallActionFactory unless the attached conversation is a VonageCall" - action_input = action.create_phone_call_action_input( + ), "Cannot use VonagePhoneConversationActionFactory unless the attached conversation is a VonagePhoneConversation" + action_input = action.create_phone_conversation_action_input( agent_input.conversation_id, params, agent_input.vonage_uuid, user_message_tracker, ) - elif isinstance(action, TwilioPhoneCallAction): + elif isinstance(action, TwilioPhoneConversationAction): assert ( agent_input.twilio_sid is not None - ), "Cannot use TwilioPhoneCallActionFactory unless the attached conversation is a TwilioCall" - action_input = action.create_phone_call_action_input( + ), "Cannot use TwilioPhoneConversationActionFactory unless the attached conversation is a TwilioPhoneConversation" + action_input = action.create_phone_conversation_action_input( agent_input.conversation_id, params, agent_input.twilio_sid, @@ -388,40 +526,25 @@ async def call_function(self, function_call: FunctionCall, agent_input: AgentInp params, user_message_tracker, ) + return action_input + + def enqueue_action_input( + self, + action: BaseAction, + action_input: ActionInput, + conversation_id: str, + ): event = self.interruptible_event_factory.create_interruptible_event( - action_input, is_interruptible=action.is_interruptible + action_input, + is_interruptible=action.is_interruptible, ) assert self.transcript is not None self.transcript.add_action_start_log( action_input=action_input, - conversation_id=agent_input.conversation_id, + conversation_id=conversation_id, ) self.actions_queue.put_nowait(event) - async def get_tracer_name_start(self) -> str: - if hasattr(self, "tracer_name_start"): - return self.tracer_name_start - if ( - hasattr(self.agent_config, "azure_params") - and self.agent_config.azure_params is not None - ): - beginning_agent_name = self.agent_config.type.rsplit("_", 1)[0] - engine = self.agent_config.azure_params.engine - tracer_name_start = ( - f"{AGENT_TRACE_NAME}.{beginning_agent_name}_azuregpt-{engine}" - ) - else: - optional_model_name = ( - f"-{self.agent_config.model_name}" - if hasattr(self.agent_config, "model_name") - else "" - ) - tracer_name_start = remove_non_letters_digits( - f"{AGENT_TRACE_NAME}.{self.agent_config.type}{optional_model_name}" - ) - self.tracer_name_start: str = tracer_name_start - return tracer_name_start - async def respond( self, human_input, @@ -435,7 +558,9 @@ def generate_response( human_input, conversation_id: str, is_interrupt: bool = False, + bot_was_in_medias_res: bool = False, ) -> AsyncGenerator[ - Tuple[Union[str, FunctionCall], bool], None + GeneratedResponse, + None, ]: # tuple of the content and whether it is interruptible raise NotImplementedError diff --git a/vocode/streaming/agent/bot_sentiment_analyser.py b/vocode/streaming/agent/bot_sentiment_analyser.py deleted file mode 100644 index ed2ed14903..0000000000 --- a/vocode/streaming/agent/bot_sentiment_analyser.py +++ /dev/null @@ -1,58 +0,0 @@ -from typing import List, Optional -from langchain_community.llms import OpenAI -from langchain.prompts import PromptTemplate -from pydantic.v1 import BaseModel - -from vocode import getenv - -TEMPLATE = """ -Read the following conversation classify the final emotion of the Bot as one of [{emotions}]. -Output the degree of emotion as a value between 0 and 1 in the format EMOTION,DEGREE: ex. {example_emotion},0.5 - - -{{transcript}} - -""" - - -class BotSentiment(BaseModel): - emotion: Optional[str] = None - degree: float = 0.0 - - -class BotSentimentAnalyser: - def __init__( - self, - emotions: List[str], - model_name: str = "text-davinci-003", - openai_api_key: Optional[str] = None, - ): - self.model_name = model_name - openai_api_key = openai_api_key or getenv("OPENAI_API_KEY") - if not openai_api_key: - raise ValueError("OPENAI_API_KEY must be set in environment or passed in") - self.llm = OpenAI(model_name=self.model_name, openai_api_key=openai_api_key) # type: ignore - assert len(emotions) > 0 - self.emotions = [e.lower() for e in emotions] - self.prompt = PromptTemplate( - input_variables=["transcript"], - template=TEMPLATE.format( - emotions=",".join(self.emotions), example_emotion=self.emotions[0] - ), - ) - - async def analyse(self, transcript: str) -> BotSentiment: - prompt = self.prompt.format(transcript=transcript) - response = (await self.llm.agenerate([prompt])).generations[0][0].text.strip() - tokens = response.split(",") - if len(tokens) != 2: - return BotSentiment(emotion=None, degree=0.0) - emotion, degree = tokens - emotion = emotion.strip().lower() - if emotion.lower() not in self.emotions: - return BotSentiment(emotion=None, degree=0.0) - try: - parsed_degree = float(degree.strip()) - except ValueError: - return BotSentiment(emotion=emotion, degree=0.5) - return BotSentiment(emotion=emotion, degree=parsed_degree) diff --git a/vocode/streaming/agent/chat_gpt_agent.py b/vocode/streaming/agent/chat_gpt_agent.py index 4afacf2492..047aa6c90e 100644 --- a/vocode/streaming/agent/chat_gpt_agent.py +++ b/vocode/streaming/agent/chat_gpt_agent.py @@ -1,64 +1,75 @@ -import logging +import os +import random +from typing import Any, AsyncGenerator, Dict, List, Optional, TypeVar, Union -from typing import Any, Dict, List, Optional, Tuple, Union +import sentry_sdk +from loguru import logger +from openai import DEFAULT_MAX_RETRIES as OPENAI_DEFAULT_MAX_RETRIES +from openai import AsyncAzureOpenAI, AsyncOpenAI, NotFoundError, RateLimitError -import openai -from typing import AsyncGenerator, Optional, Tuple - -import logging -from pydantic.v1 import BaseModel - -from vocode import getenv -from vocode.streaming.action.factory import ActionFactory -from vocode.streaming.agent.base_agent import RespondAgent -from vocode.streaming.models.actions import FunctionCall, FunctionFragment -from vocode.streaming.models.agent import ChatGPTAgentConfig -from vocode.streaming.agent.utils import ( +from vocode import sentry_span_tags +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.action.default_factory import DefaultActionFactory +from vocode.streaming.agent.base_agent import GeneratedResponse, RespondAgent, StreamedResponse +from vocode.streaming.agent.openai_utils import ( format_openai_chat_messages_from_transcript, - collate_response_async, openai_get_tokens, vector_db_result_to_openai_chat_message, ) +from vocode.streaming.agent.streaming_utils import collate_response_async, stream_response_async +from vocode.streaming.models.actions import FunctionCallActionTrigger +from vocode.streaming.models.agent import ChatGPTAgentConfig from vocode.streaming.models.events import Sender -from vocode.streaming.models.transcript import Transcript +from vocode.streaming.models.message import BaseMessage, BotBackchannel, LLMToken +from vocode.streaming.models.transcript import Message from vocode.streaming.vector_db.factory import VectorDBFactory +from vocode.utils.sentry_utils import CustomSentrySpans, sentry_create_span +ChatGPTAgentConfigType = TypeVar("ChatGPTAgentConfigType", bound=ChatGPTAgentConfig) + + +def instantiate_openai_client(agent_config: ChatGPTAgentConfig, model_fallback: bool = False): + if agent_config.azure_params: + return AsyncAzureOpenAI( + azure_endpoint=agent_config.azure_params.base_url, + api_key=agent_config.azure_params.api_key, + api_version=agent_config.azure_params.api_version, + max_retries=0 if model_fallback else OPENAI_DEFAULT_MAX_RETRIES, + ) + else: + if agent_config.openai_api_key is not None: + logger.info("Using OpenAI API key override") + return AsyncOpenAI( + api_key=agent_config.openai_api_key or os.environ["OPENAI_API_KEY"], + base_url="https://api.openai.com/v1", + max_retries=0 if model_fallback else OPENAI_DEFAULT_MAX_RETRIES, + ) + + +class ChatGPTAgent(RespondAgent[ChatGPTAgentConfigType]): + openai_client: Union[AsyncOpenAI, AsyncAzureOpenAI] -class ChatGPTAgent(RespondAgent[ChatGPTAgentConfig]): def __init__( self, - agent_config: ChatGPTAgentConfig, - action_factory: ActionFactory = ActionFactory(), - logger: Optional[logging.Logger] = None, - openai_api_key: Optional[str] = None, + agent_config: ChatGPTAgentConfigType, + action_factory: AbstractActionFactory = DefaultActionFactory(), vector_db_factory=VectorDBFactory(), + **kwargs, ): super().__init__( - agent_config=agent_config, action_factory=action_factory, logger=logger + agent_config=agent_config, + action_factory=action_factory, + **kwargs, ) - if agent_config.azure_params: - openai.api_type = agent_config.azure_params.api_type - openai.api_base = getenv("AZURE_OPENAI_API_BASE") - openai.api_version = agent_config.azure_params.api_version - openai.api_key = getenv("AZURE_OPENAI_API_KEY") - else: - openai.api_type = "open_ai" - openai.api_base = "https://api.openai.com/v1" - openai.api_version = None - openai.api_key = openai_api_key or getenv("OPENAI_API_KEY") - if not openai.api_key: - raise ValueError("OPENAI_API_KEY must be set in environment or passed in") - self.first_response = ( - self.create_first_response(agent_config.expected_first_prompt) - if agent_config.expected_first_prompt - else None + self.openai_client = instantiate_openai_client( + agent_config, model_fallback=agent_config.llm_fallback is not None ) - self.is_first_response = True + + if not self.openai_client.api_key: + raise ValueError("OPENAI_API_KEY must be set in environment or passed in") if self.agent_config.vector_db_config: - self.vector_db = vector_db_factory.create_vector_db( - self.agent_config.vector_db_config - ) + self.vector_db = vector_db_factory.create_vector_db(self.agent_config.vector_db_config) def get_functions(self): assert self.agent_config.actions @@ -67,14 +78,18 @@ def get_functions(self): return [ self.action_factory.create_action(action_config).get_openai_function() for action_config in self.agent_config.actions + if isinstance(action_config.action_trigger, FunctionCallActionTrigger) ] - def get_chat_parameters( - self, messages: Optional[List] = None, use_functions: bool = True - ): + def get_chat_parameters(self, messages: Optional[List] = None, use_functions: bool = True): assert self.transcript is not None + is_azure = self._is_azure_model() + messages = messages or format_openai_chat_messages_from_transcript( - self.transcript, self.agent_config.prompt_preamble + self.transcript, + self.get_model_name_for_tokenizer(), + self.functions, + self.agent_config.prompt_preamble, ) parameters: Dict[str, Any] = { @@ -83,8 +98,9 @@ def get_chat_parameters( "temperature": self.agent_config.temperature, } - if self.agent_config.azure_params is not None: - parameters["engine"] = self.agent_config.azure_params.engine + if is_azure: + assert self.agent_config.azure_params is not None + parameters["model"] = self.agent_config.azure_params.deployment_name else: parameters["model"] = self.agent_config.model_name @@ -93,54 +109,94 @@ def get_chat_parameters( return parameters - def create_first_response(self, first_prompt): - messages = [ - ( - [{"role": "system", "content": self.agent_config.prompt_preamble}] - if self.agent_config.prompt_preamble - else [] - ) - + [{"role": "user", "content": first_prompt}] - ] + def _is_azure_model(self) -> bool: + return self.agent_config.azure_params is not None - parameters = self.get_chat_parameters(messages) - return openai.ChatCompletion.create(**parameters) + def get_model_name_for_tokenizer(self): + if not self.agent_config.azure_params: + return self.agent_config.model_name + else: + return self.agent_config.azure_params.openai_model_name + + def apply_model_fallback(self, chat_parameters: Dict[str, Any]): + if self.agent_config.llm_fallback is None: + return + if self.agent_config.llm_fallback.provider == "openai": + self.agent_config.model_name = self.agent_config.llm_fallback.model_name + if isinstance(self.openai_client, AsyncAzureOpenAI): + self.agent_config.azure_params = None + else: + if self.agent_config.azure_params: + self.agent_config.azure_params.deployment_name = ( + self.agent_config.llm_fallback.model_name + ) + if isinstance(self.openai_client, AsyncOpenAI): + # TODO: handle OpenAI fallback to Azure + pass - def attach_transcript(self, transcript: Transcript): - self.transcript = transcript + self.openai_client = instantiate_openai_client(self.agent_config, model_fallback=False) + chat_parameters["model"] = self.agent_config.llm_fallback.model_name - async def respond( - self, - human_input, - conversation_id: str, - is_interrupt: bool = False, - ) -> Tuple[str, bool]: - assert self.transcript is not None - if is_interrupt and self.agent_config.cut_off_response: - cut_off_response = self.get_cut_off_response() - return cut_off_response, False - self.logger.debug("LLM responding to human input") - if self.is_first_response and self.first_response: - self.logger.debug("First response is cached") - self.is_first_response = False - text = self.first_response + async def _create_openai_stream_with_fallback( + self, chat_parameters: Dict[str, Any] + ) -> AsyncGenerator: + try: + stream = await self.openai_client.chat.completions.create(**chat_parameters) + except (NotFoundError, RateLimitError) as e: + logger.error( + f"{'Model not found' if isinstance(e, NotFoundError) else 'Rate limit error'} for model_name: {chat_parameters.get('model')}. Applying fallback.", + exc_info=True, + ) + self.apply_model_fallback(chat_parameters) + stream = await self.openai_client.chat.completions.create(**chat_parameters) + except Exception as e: + logger.error( + f"Error while hitting OpenAI with chat_parameters: {chat_parameters}", + exc_info=True, + ) + raise e + return stream + + async def _create_openai_stream(self, chat_parameters: Dict[str, Any]) -> AsyncGenerator: + if self.agent_config.llm_fallback is not None and self.openai_client.max_retries == 0: + stream = await self._create_openai_stream_with_fallback(chat_parameters) else: - chat_parameters = self.get_chat_parameters() - chat_completion = await openai.ChatCompletion.acreate(**chat_parameters) - text = chat_completion.choices[0].message.content - self.logger.debug(f"LLM response: {text}") - return text, False + try: + stream = await self.openai_client.chat.completions.create(**chat_parameters) + except Exception as e: + logger.error( + f"Error while hitting OpenAI with chat_parameters: {chat_parameters}", + exc_info=True, + ) + raise e + return stream + + def should_backchannel(self, human_input: str) -> bool: + return ( + not self.is_first_response() + and not human_input.strip().endswith("?") + and random.random() < self.agent_config.backchannel_probability + ) + + def choose_backchannel(self) -> Optional[BotBackchannel]: + backchannel = None + if self.transcript is not None: + last_bot_message: Optional[Message] = None + for event_log in self.transcript.event_logs[::-1]: + if isinstance(event_log, Message) and event_log.sender == Sender.BOT: + last_bot_message = event_log + break + if last_bot_message and last_bot_message.text.strip().endswith("?"): + return BotBackchannel(text=self.post_question_bot_backchannel_randomizer()) + return backchannel async def generate_response( self, human_input: str, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[Tuple[Union[str, FunctionCall], bool], None]: - if is_interrupt and self.agent_config.cut_off_response: - cut_off_response = self.get_cut_off_response() - yield cut_off_response, False - return + bot_was_in_medias_res: bool = False, + ) -> AsyncGenerator[GeneratedResponse, None]: assert self.transcript is not None chat_parameters = {} @@ -158,22 +214,90 @@ async def generate_response( for doc in docs_with_scores ] ) - vector_db_result = f"Found {len(docs_with_scores)} similar documents:\n{docs_with_scores_str}" - messages = format_openai_chat_messages_from_transcript( - self.transcript, self.agent_config.prompt_preamble + vector_db_result = ( + f"Found {len(docs_with_scores)} similar documents:\n{docs_with_scores_str}" ) - messages.insert( - -1, vector_db_result_to_openai_chat_message(vector_db_result) + messages = format_openai_chat_messages_from_transcript( + self.transcript, + self.agent_config.model_name, + self.functions, + self.agent_config.prompt_preamble, ) + messages.insert(-1, vector_db_result_to_openai_chat_message(vector_db_result)) chat_parameters = self.get_chat_parameters(messages) except Exception as e: - self.logger.error(f"Error while hitting vector db: {e}", exc_info=True) + logger.error(f"Error while hitting vector db: {e}", exc_info=True) chat_parameters = self.get_chat_parameters() else: chat_parameters = self.get_chat_parameters() chat_parameters["stream"] = True - stream = await openai.ChatCompletion.acreate(**chat_parameters) - async for message in collate_response_async( - openai_get_tokens(stream), get_functions=True + + openai_chat_messages: List = chat_parameters.get("messages", []) + + backchannelled = "false" + backchannel: Optional[BotBackchannel] = None + if ( + self.agent_config.use_backchannels + and not bot_was_in_medias_res + and self.should_backchannel(human_input) ): - yield message, True + backchannel = self.choose_backchannel() + elif self.agent_config.first_response_filler_message and self.is_first_response(): + backchannel = BotBackchannel(text=self.agent_config.first_response_filler_message) + + if backchannel is not None: + # The LLM needs the backchannel context manually - otherwise we're in a race condition + # between sending the response and generating ChatGPT's response + openai_chat_messages.append({"role": "assistant", "content": backchannel.text}) + yield GeneratedResponse( + message=backchannel, + is_interruptible=True, + ) + backchannelled = "true" + + span_tags = sentry_span_tags.value + if span_tags: + span_tags["prior_backchannel"] = backchannelled + sentry_span_tags.set(span_tags) + + first_sentence_total_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.LLM_FIRST_SENTENCE_TOTAL + ) + + ttft_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.TIME_TO_FIRST_TOKEN + ) + + stream = await self._create_openai_stream(chat_parameters) + + response_generator = collate_response_async + using_input_streaming_synthesizer = ( + self.conversation_state_manager.using_input_streaming_synthesizer() + ) + if using_input_streaming_synthesizer: + response_generator = stream_response_async + async for message in response_generator( + conversation_id=conversation_id, + gen=openai_get_tokens( + stream, + ), + get_functions=True, + sentry_span=ttft_span, + ): + if first_sentence_total_span: + first_sentence_total_span.finish() + + ResponseClass = ( + StreamedResponse if using_input_streaming_synthesizer else GeneratedResponse + ) + MessageType = LLMToken if using_input_streaming_synthesizer else BaseMessage + if isinstance(message, str): + yield ResponseClass( + message=MessageType(text=message), + is_interruptible=True, + ) + else: + yield ResponseClass( + message=message, + is_interruptible=True, + ) diff --git a/vocode/streaming/agent/default_factory.py b/vocode/streaming/agent/default_factory.py new file mode 100644 index 0000000000..7a05c842af --- /dev/null +++ b/vocode/streaming/agent/default_factory.py @@ -0,0 +1,26 @@ +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.agent.anthropic_agent import AnthropicAgent +from vocode.streaming.agent.base_agent import BaseAgent +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.agent.echo_agent import EchoAgent +from vocode.streaming.agent.restful_user_implemented_agent import RESTfulUserImplementedAgent +from vocode.streaming.models.agent import ( + AgentConfig, + AnthropicAgentConfig, + ChatGPTAgentConfig, + EchoAgentConfig, + RESTfulUserImplementedAgentConfig, +) + + +class DefaultAgentFactory(AbstractAgentFactory): + def create_agent(self, agent_config: AgentConfig) -> BaseAgent: + if isinstance(agent_config, ChatGPTAgentConfig): + return ChatGPTAgent(agent_config=agent_config) + elif isinstance(agent_config, EchoAgentConfig): + return EchoAgent(agent_config=agent_config) + elif isinstance(agent_config, RESTfulUserImplementedAgentConfig): + return RESTfulUserImplementedAgent(agent_config=agent_config) + elif isinstance(agent_config, AnthropicAgentConfig): + return AnthropicAgent(agent_config=agent_config) + raise Exception("Invalid agent config", agent_config.type) diff --git a/vocode/streaming/agent/echo_agent.py b/vocode/streaming/agent/echo_agent.py index cd4930dffd..0109257738 100644 --- a/vocode/streaming/agent/echo_agent.py +++ b/vocode/streaming/agent/echo_agent.py @@ -1,6 +1,8 @@ -from typing import AsyncGenerator, Generator, Optional, Tuple -from vocode.streaming.agent.base_agent import BaseAgent, RespondAgent +from typing import AsyncGenerator, Tuple + +from vocode.streaming.agent.base_agent import GeneratedResponse, RespondAgent from vocode.streaming.models.agent import EchoAgentConfig +from vocode.streaming.models.message import BaseMessage class EchoAgent(RespondAgent[EchoAgentConfig]): @@ -17,8 +19,9 @@ async def generate_response( human_input, conversation_id: str, is_interrupt: bool = False, - ) -> AsyncGenerator[Tuple[str, bool], None]: - yield human_input, True + bot_was_in_medias_res: bool = False, + ) -> AsyncGenerator[GeneratedResponse, None]: + yield GeneratedResponse(message=BaseMessage(text=human_input), is_interruptible=True) def update_last_bot_message_on_cut_off(self, message: str): pass diff --git a/vocode/streaming/agent/factory.py b/vocode/streaming/agent/factory.py deleted file mode 100644 index 6acd75af10..0000000000 --- a/vocode/streaming/agent/factory.py +++ /dev/null @@ -1,45 +0,0 @@ -import logging -from typing import Optional -import typing -from vocode.streaming.agent.anthropic_agent import ChatAnthropicAgent -from vocode.streaming.agent.base_agent import BaseAgent -from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent -from vocode.streaming.agent.echo_agent import EchoAgent -from vocode.streaming.agent.information_retrieval_agent import InformationRetrievalAgent -from vocode.streaming.agent.llm_agent import LLMAgent -from vocode.streaming.agent.restful_user_implemented_agent import ( - RESTfulUserImplementedAgent, -) -from vocode.streaming.agent.llamacpp_agent import LlamacppAgent -from vocode.streaming.models.agent import ( - AgentConfig, - AgentType, - ChatAnthropicAgentConfig, - ChatGPTAgentConfig, - EchoAgentConfig, - InformationRetrievalAgentConfig, - LLMAgentConfig, - RESTfulUserImplementedAgentConfig, - LlamacppAgentConfig, -) - - -class AgentFactory: - def create_agent( - self, agent_config: AgentConfig, logger: Optional[logging.Logger] = None - ) -> BaseAgent: - if isinstance(agent_config, LLMAgentConfig): - return LLMAgent(agent_config=agent_config, logger=logger) - elif isinstance(agent_config, ChatGPTAgentConfig): - return ChatGPTAgent(agent_config=agent_config, logger=logger) - elif isinstance(agent_config, EchoAgentConfig): - return EchoAgent(agent_config=agent_config, logger=logger) - elif isinstance(agent_config, InformationRetrievalAgentConfig): - return InformationRetrievalAgent(agent_config=agent_config, logger=logger) - elif isinstance(agent_config, RESTfulUserImplementedAgentConfig): - return RESTfulUserImplementedAgent(agent_config=agent_config, logger=logger) - elif isinstance(agent_config, ChatAnthropicAgentConfig): - return ChatAnthropicAgent(agent_config=agent_config, logger=logger) - elif isinstance(agent_config, LlamacppAgentConfig): - return LlamacppAgent(agent_config=agent_config, logger=logger) - raise Exception("Invalid agent config", agent_config.type) diff --git a/vocode/streaming/agent/goodbye.py b/vocode/streaming/agent/goodbye.py new file mode 100644 index 0000000000..840469c801 --- /dev/null +++ b/vocode/streaming/agent/goodbye.py @@ -0,0 +1,13 @@ +import re +from typing import List, Optional + +_GOODBYE_PHRASES = [ + "bye", +] + + +def is_goodbye_simple(message: str, phrases: Optional[List[str]]): + if not phrases: + phrases = _GOODBYE_PHRASES + cleaned = re.sub(r"[^\w\s]", "", message.lower()) + return any(phrase in cleaned for phrase in phrases) diff --git a/vocode/streaming/agent/gpt4all_agent.py b/vocode/streaming/agent/gpt4all_agent.py index 61087fb8f3..f87d8d24f9 100644 --- a/vocode/streaming/agent/gpt4all_agent.py +++ b/vocode/streaming/agent/gpt4all_agent.py @@ -1,8 +1,11 @@ from typing import Optional, Tuple -from vocode.streaming.agent.base_agent import BaseAgent, RespondAgent + +from vocode.streaming.agent.base_agent import RespondAgent from vocode.streaming.models.agent import GPT4AllAgentConfig from vocode.turn_based.agent.gpt4all_agent import GPT4AllAgent as TurnBasedGPT4AllAgent +raise DeprecationWarning("This Agent is deprecated and will be removed in the future.") + class GPT4AllAgent(RespondAgent[GPT4AllAgentConfig]): def __init__(self, agent_config: GPT4AllAgentConfig): @@ -11,9 +14,7 @@ def __init__(self, agent_config: GPT4AllAgentConfig): model_path=agent_config.model_path, system_prompt=agent_config.prompt_preamble, initial_message=( - agent_config.initial_message.text - if agent_config.initial_message - else None + agent_config.initial_message.text if agent_config.initial_message else None ), ) diff --git a/vocode/streaming/agent/information_retrieval_agent.py b/vocode/streaming/agent/information_retrieval_agent.py deleted file mode 100644 index 3bfb8861f5..0000000000 --- a/vocode/streaming/agent/information_retrieval_agent.py +++ /dev/null @@ -1,34 +0,0 @@ -import logging -from typing import List, Optional - -from langchain import OpenAI -from vocode.streaming.agent.llm_agent import LLMAgent -from ..models.agent import InformationRetrievalAgentConfig, LLMAgentConfig - - -class InformationRetrievalAgent(LLMAgent): - def __init__( - self, - agent_config: InformationRetrievalAgentConfig, - logger: Optional[logging.Logger] = None, - ): - # super().__init__(agent_config, logger) - prompt_preamble = f""" - The AI is a friendly phone bot built for information retrieval. It understands IVR navigation and chooses which numbers to press based on the intended goal and the options provided. -Once it reaches the human, it verifies the identity of the person it is trying to reach and states its purpose. If it needs to be transferred, then the AI asks to speak to the intended recipient of the phone call. - -Here is the context for the call: -Intended goal: { agent_config.goal_description } -Intended recipient: { agent_config.recipient_descriptor } -Information to be collected: { agent_config.fields } -Information to provide to the person who answers the phone: this is a robot calling on behalf of { agent_config.caller_descriptor } - -The AI begins the call by introducing itself and who it represents. - """ - super().__init__( - LLMAgentConfig( - prompt_preamble=prompt_preamble, - ), - logger=logger, - ) - self.llm = OpenAI(model_name="text-davinci-003", temperature=1) # type: ignore diff --git a/vocode/streaming/agent/llamacpp_agent.py b/vocode/streaming/agent/llamacpp_agent.py index c7f5777332..efd565f9d4 100644 --- a/vocode/streaming/agent/llamacpp_agent.py +++ b/vocode/streaming/agent/llamacpp_agent.py @@ -1,148 +1,121 @@ -from concurrent.futures import ThreadPoolExecutor -import asyncio -import logging -from typing import AsyncGenerator, Optional, Tuple, Any, Union -import typing -from langchain import ConversationChain -from vocode.streaming.agent.base_agent import RespondAgent -from vocode.streaming.models.agent import LlamacppAgentConfig -from vocode.streaming.agent.utils import collate_response_async -from langchain.callbacks.base import BaseCallbackHandler -from langchain.callbacks.manager import CallbackManager -from langchain.llms import LlamaCpp -from langchain.prompts import ( - ChatPromptTemplate, - MessagesPlaceholder, - HumanMessagePromptTemplate, -) -from pydantic.v1 import BaseModel -from langchain.schema import LLMResult, SystemMessage, get_buffer_string -from langchain.memory import ConversationBufferMemory -from langchain.prompts import ( - ChatPromptTemplate, - MessagesPlaceholder, - HumanMessagePromptTemplate, - PromptTemplate, -) -from langchain_core.prompts.string import DEFAULT_FORMATTER_MAPPING - -ALPACA_TEMPLATE_WITH_HISTORY = """### Instruction: -Your previous conversation history: -{history} - -Current instruction/message to respond to: {input} -### Response:""" - - -class CallbackOutput(BaseModel): - finish: bool = False - response: Optional[LLMResult] = None - token: str = "" - - -class FormatHistoryPromptTemplate(PromptTemplate): - def format(self, **kwargs: Any) -> str: - kwargs = self._merge_partial_and_user_variables(**kwargs) - kwargs["history"] = get_buffer_string(kwargs["history"]) - return DEFAULT_FORMATTER_MAPPING[self.template_format](self.template, **kwargs) - - -class CustomStreamingCallbackHandler(BaseCallbackHandler): - def __init__(self, output_queue: asyncio.Queue) -> None: - super().__init__() - self.output_queue = output_queue - - def on_llm_new_token(self, token: str, **kwargs: Any) -> None: - """Run on new LLM token. Only available when streaming is enabled.""" - self.output_queue.put_nowait(CallbackOutput(token=token)) - - def on_llm_end(self, response: LLMResult, **kwargs: Any) -> None: - """Run when LLM ends running.""" - self.output_queue.put_nowait(CallbackOutput(finish=True, response=response)) - - -class LlamacppAgent(RespondAgent[LlamacppAgentConfig]): - def __init__( - self, - agent_config: LlamacppAgentConfig, - logger: Optional[logging.Logger] = None, - ): - super().__init__(agent_config=agent_config, logger=logger) - - self.prompt: Union[PromptTemplate, ChatPromptTemplate] - if type(agent_config.prompt_template) is str: - if agent_config.prompt_template == "alpaca": - self.prompt = FormatHistoryPromptTemplate( - input_variables=["history", "input"], - template=ALPACA_TEMPLATE_WITH_HISTORY, - ) - else: - raise ValueError( - f"Unknown prompt template {agent_config.prompt_template}" - ) - else: - if agent_config.prompt_template is None: - self.prompt = ChatPromptTemplate.from_messages( - [ - MessagesPlaceholder(variable_name="history"), - HumanMessagePromptTemplate.from_template("{input}"), - ] - ) - else: - self.promt = typing.cast(PromptTemplate, agent_config.prompt_template) - - self.callback_queue: asyncio.Queue = asyncio.Queue() - callback = CustomStreamingCallbackHandler(self.callback_queue) - callback_manager = CallbackManager([callback]) - self.llm = LlamaCpp( - callback_manager=callback_manager, **agent_config.llamacpp_kwargs - ) - - self.memory = ConversationBufferMemory(return_messages=True) - self.memory.chat_memory.messages.append( - SystemMessage(content=self.agent_config.prompt_preamble) - ) - - self.conversation = ConversationChain( - memory=self.memory, prompt=self.prompt, llm=self.llm - ) - self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) - - async def respond( - self, - human_input, - conversation_id: str, - is_interrupt: bool = False, - ) -> Tuple[str, bool]: - text = await asyncio.get_event_loop().run_in_executor( - self.thread_pool_executor, - lambda input: self.conversation.predict(input=input), - human_input, - ) - - self.logger.debug(f"LLM response: {text}") - return text, False - - async def llamacpp_get_tokens(self): - while True: - callback_output = await self.callback_queue.get() - if callback_output.finish: - break - yield callback_output.token - - async def generate_response( - self, - human_input: str, - conversation_id: str, - is_interrupt: bool = False, - ) -> AsyncGenerator[Tuple[str, bool], None]: - asyncio.get_event_loop().run_in_executor( - self.thread_pool_executor, - lambda input: self.conversation.predict(input=input), - human_input, - ) - - async for message in collate_response_async( - self.llamacpp_get_tokens(), - ): - yield str(message), True +raise DeprecationWarning("This Agent is deprecated and will be removed in the future.") + +# OLD CONFIG BELOW +# class LlamacppAgentConfig(AgentConfig, type=AgentType.LLAMACPP.value): # type: ignore +# prompt_preamble: str +# llamacpp_kwargs: dict = {} +# prompt_template: Optional[Union["PromptTemplate", str]] = None + +# ALPACA_TEMPLATE_WITH_HISTORY = """### Instruction: +# Your previous conversation history: +# {history} + +# Current instruction/message to respond to: {input} +# ### Response:""" + + +# class CallbackOutput(BaseModel): +# finish: bool = False +# response: Optional[LLMResult] = None +# token: str = "" + + +# class FormatHistoryPromptTemplate(PromptTemplate): +# def format(self, **kwargs: Any) -> str: +# kwargs = self._merge_partial_and_user_variables(**kwargs) +# kwargs["history"] = get_buffer_string(kwargs["history"]) +# return DEFAULT_FORMATTER_MAPPING[self.template_format](self.template, **kwargs) + + +# class CustomStreamingCallbackHandler(BaseCallbackHandler): +# def __init__(self, output_queue: asyncio.Queue) -> None: +# super().__init__() +# self.output_queue = output_queue + +# def on_llm_new_token(self, token: str, **kwargs: Any) -> None: +# """Run on new LLM token. Only available when streaming is enabled.""" +# self.output_queue.put_nowait(CallbackOutput(token=token)) + +# def on_llm_end(self, response: LLMResult, **kwargs: Any) -> None: +# """Run when LLM ends running.""" +# self.output_queue.put_nowait(CallbackOutput(finish=True, response=response)) + + +# class LlamacppAgent(RespondAgent[LlamacppAgentConfig]): +# def __init__( +# self, +# agent_config: LlamacppAgentConfig, +# ): +# super().__init__(agent_config=agent_config) + +# self.prompt: Union[PromptTemplate, ChatPromptTemplate] +# if type(agent_config.prompt_template) is str: +# if agent_config.prompt_template == "alpaca": +# self.prompt = FormatHistoryPromptTemplate( +# input_variables=["history", "input"], +# template=ALPACA_TEMPLATE_WITH_HISTORY, +# ) +# else: +# raise ValueError(f"Unknown prompt template {agent_config.prompt_template}") +# else: +# if agent_config.prompt_template is None: +# self.prompt = ChatPromptTemplate.from_messages( +# [ +# MessagesPlaceholder(variable_name="history"), +# HumanMessagePromptTemplate.from_template("{input}"), +# ] +# ) +# else: +# self.promt = typing.cast(PromptTemplate, agent_config.prompt_template) + +# self.callback_queue: asyncio.Queue = asyncio.Queue() +# callback = CustomStreamingCallbackHandler(self.callback_queue) +# callback_manager = CallbackManager([callback]) +# self.llm = LlamaCpp(callback_manager=callback_manager, **agent_config.llamacpp_kwargs) + +# self.memory = ConversationBufferMemory(return_messages=True) +# self.memory.chat_memory.messages.append( +# SystemMessage(content=self.agent_config.prompt_preamble) +# ) + +# self.conversation = ConversationChain(memory=self.memory, prompt=self.prompt, llm=self.llm) +# self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) + +# async def respond( +# self, +# human_input, +# conversation_id: str, +# is_interrupt: bool = False, +# ) -> Tuple[str, bool]: +# text = await asyncio.get_event_loop().run_in_executor( +# self.thread_pool_executor, +# lambda input: self.conversation.predict(input=input), +# human_input, +# ) + +# logger.debug(f"LLM response: {text}") +# return text, False + +# async def llamacpp_get_tokens(self): +# while True: +# callback_output = await self.callback_queue.get() +# if callback_output.finish: +# break +# yield callback_output.token + +# async def generate_response( +# self, +# human_input: str, +# conversation_id: str, +# is_interrupt: bool = False, +# ) -> AsyncGenerator[Tuple[str, bool], None]: +# asyncio.get_event_loop().run_in_executor( +# self.thread_pool_executor, +# lambda input: self.conversation.predict(input=input), +# human_input, +# ) + +# async for message in collate_response_async( +# self.llamacpp_get_tokens(), +# ): +# yield str(message), True diff --git a/vocode/streaming/agent/llm_agent.py b/vocode/streaming/agent/llm_agent.py deleted file mode 100644 index a3d510da25..0000000000 --- a/vocode/streaming/agent/llm_agent.py +++ /dev/null @@ -1,156 +0,0 @@ -import re -from typing import AsyncGenerator, Optional, Tuple - -from langchain import OpenAI -from typing import Generator -import logging - -import openai -from vocode import getenv - -from vocode.streaming.agent.base_agent import BaseAgent, RespondAgent -from vocode.streaming.agent.utils import collate_response_async, openai_get_tokens -from vocode.streaming.models.agent import LLMAgentConfig - - -class LLMAgent(RespondAgent[LLMAgentConfig]): - SENTENCE_ENDINGS = [".", "!", "?"] - - DEFAULT_PROMPT_TEMPLATE = "{history}\nHuman: {human_input}\nAI:" - - def __init__( - self, - agent_config: LLMAgentConfig, - logger: Optional[logging.Logger] = None, - sender="AI", - recipient="Human", - openai_api_key: Optional[str] = None, - ): - super().__init__(agent_config) - self.prompt_template = ( - f"{agent_config.prompt_preamble}\n\n{self.DEFAULT_PROMPT_TEMPLATE}" - ) - self.initial_bot_message = ( - agent_config.initial_message.text if agent_config.initial_message else None - ) - self.logger = logger or logging.getLogger(__name__) - self.sender = sender - self.recipient = recipient - self.memory = ( - [f"AI: {agent_config.initial_message.text}"] - if agent_config.initial_message - else [] - ) - openai_api_key = openai_api_key or getenv("OPENAI_API_KEY") - if not openai_api_key: - raise ValueError("OPENAI_API_KEY must be set in environment or passed in") - self.llm = OpenAI( # type: ignore - model_name=self.agent_config.model_name, - temperature=self.agent_config.temperature, - max_tokens=self.agent_config.max_tokens, - openai_api_key=openai_api_key, - ) - self.stop_tokens = [f"{recipient}:"] - self.first_response = ( - self.llm( - self.prompt_template.format( - history="", human_input=agent_config.expected_first_prompt - ), - stop=self.stop_tokens, - ).strip() - if agent_config.expected_first_prompt - else None - ) - self.is_first_response = True - - def create_prompt(self, human_input): - history = "\n".join(self.memory[-5:]) - return self.prompt_template.format(history=history, human_input=human_input) - - def get_memory_entry(self, human_input, response): - return f"{self.recipient}: {human_input}\n{self.sender}: {response}" - - async def respond( - self, - human_input, - conversation_id: str, - is_interrupt: bool = False, - ) -> Tuple[str, bool]: - if is_interrupt and self.agent_config.cut_off_response: - cut_off_response = self.get_cut_off_response() - self.memory.append(self.get_memory_entry(human_input, cut_off_response)) - return cut_off_response, False - self.logger.debug("LLM responding to human input") - if self.is_first_response and self.first_response: - self.logger.debug("First response is cached") - self.is_first_response = False - response = self.first_response - else: - response = ( - ( - await self.llm.agenerate( - [self.create_prompt(human_input)], stop=self.stop_tokens - ) - ) - .generations[0][0] - .text - ) - response = response.replace(f"{self.sender}:", "") - self.memory.append(self.get_memory_entry(human_input, response)) - self.logger.debug(f"LLM response: {response}") - return response, False - - async def _stream_sentences(self, prompt): - stream = await openai.Completion.acreate( - prompt=prompt, - max_tokens=self.agent_config.max_tokens, - temperature=self.agent_config.temperature, - model=self.agent_config.model_name, - stop=self.stop_tokens, - stream=True, - ) - async for sentence in collate_response_async( - openai_get_tokens(gen=stream), - ): - yield sentence - - async def _agen_from_list(self, l): - for item in l: - yield item - - async def generate_response( - self, - human_input, - conversation_id: str, - is_interrupt: bool = False, - ) -> AsyncGenerator[Tuple[str, bool], None]: - self.logger.debug("LLM generating response to human input") - if is_interrupt and self.agent_config.cut_off_response: - cut_off_response = self.get_cut_off_response() - self.memory.append(self.get_memory_entry(human_input, cut_off_response)) - yield cut_off_response, False - return - self.memory.append(self.get_memory_entry(human_input, "")) - if self.is_first_response and self.first_response: - self.logger.debug("First response is cached") - self.is_first_response = False - sentences = self._agen_from_list([self.first_response]) - else: - self.logger.debug("Creating LLM prompt") - prompt = self.create_prompt(human_input) - self.logger.debug("Streaming LLM response") - sentences = self._stream_sentences(prompt) - response_buffer = "" - async for sentence in sentences: - sentence = sentence.replace(f"{self.sender}:", "") - sentence = re.sub(r"^\s+(.*)", r" \1", sentence) - response_buffer += sentence - self.memory[-1] = self.get_memory_entry(human_input, response_buffer) - yield sentence, True - - def update_last_bot_message_on_cut_off(self, message: str): - last_message = self.memory[-1] - new_last_message = ( - last_message.split("\n", 1)[0] + f"\n{self.sender}: {message}" - ) - self.memory[-1] = new_last_message diff --git a/vocode/streaming/agent/openai_utils.py b/vocode/streaming/agent/openai_utils.py new file mode 100644 index 0000000000..5264e68bd0 --- /dev/null +++ b/vocode/streaming/agent/openai_utils.py @@ -0,0 +1,179 @@ +from copy import deepcopy +from typing import Any, AsyncGenerator, Dict, List, Optional, Union + +from loguru import logger +from openai.types.chat.chat_completion_chunk import ChatCompletionChunk + +from vocode.streaming.agent.token_utils import ( + get_chat_gpt_max_tokens, + num_tokens_from_functions, + num_tokens_from_messages, +) +from vocode.streaming.models.actions import FunctionFragment, PhraseBasedActionTrigger +from vocode.streaming.models.agent import LLM_AGENT_DEFAULT_MAX_TOKENS +from vocode.streaming.models.events import Sender +from vocode.streaming.models.transcript import ( + ActionFinish, + ActionStart, + ConferenceEvent, + EventLog, + Message, + Transcript, +) + + +def vector_db_result_to_openai_chat_message(vector_db_result): + return {"role": "user", "content": vector_db_result} + + +def is_phrase_based_action_event_log(event_log: EventLog) -> bool: + return ( + (isinstance(event_log, ActionStart) or isinstance(event_log, ActionFinish)) + and event_log.action_input is not None + and event_log.action_input.action_config is not None + and isinstance( + event_log.action_input.action_config.action_trigger, PhraseBasedActionTrigger + ) + ) + + +def get_openai_chat_messages_from_transcript( + merged_event_logs: List[EventLog], + prompt_preamble: str, +) -> List[dict]: + chat_messages = [{"role": "system", "content": prompt_preamble}] + for event_log in merged_event_logs: + if isinstance(event_log, Message): + if len(event_log.text.strip()) == 0: + continue + else: + chat_messages.append( + { + "role": ("assistant" if event_log.sender == Sender.BOT else "user"), + "content": event_log.to_string(include_sender=False), + }, + ) + elif isinstance(event_log, ActionStart): + action_message: Dict[str, Any] + if is_phrase_based_action_event_log(event_log=event_log): + pass + else: + action_message = { + "role": "assistant", + "content": None, + "function_call": { + "name": event_log.action_type, + "arguments": event_log.action_input.params.json(), + }, + } + chat_messages.append(action_message) + elif isinstance(event_log, ActionFinish): + action_message = { + "role": "function", + "name": event_log.action_type, + "content": event_log.to_string(include_header=False), + } + chat_messages.append(action_message) + elif isinstance(event_log, ConferenceEvent): + chat_messages.append( + {"role": "user", "content": event_log.to_string(include_sender=False)}, + ) + return chat_messages + + +def merge_event_logs(event_logs: List[EventLog]) -> List[EventLog]: + """Returns a new list of event logs where consecutive bot messages are merged.""" + new_event_logs: List[EventLog] = [] + idx = 0 + while idx < len(event_logs): + bot_messages_buffer: List[Message] = [] + current_log = event_logs[idx] + while isinstance(current_log, Message) and current_log.sender == Sender.BOT: + bot_messages_buffer.append(current_log) + idx += 1 + try: + current_log = event_logs[idx] + except IndexError: + break + if bot_messages_buffer: + merged_bot_message = deepcopy(bot_messages_buffer[-1]) + merged_bot_message.text = " ".join(event_log.text for event_log in bot_messages_buffer) + new_event_logs.append(merged_bot_message) + else: + new_event_logs.append(current_log) + idx += 1 + + return new_event_logs + + +def format_openai_chat_messages_from_transcript( + transcript: Transcript, + model_name: str, + functions: Optional[List[Dict]], + prompt_preamble: str, +) -> List[dict]: + # merge consecutive bot messages + merged_event_logs: List[EventLog] = merge_event_logs(event_logs=transcript.event_logs) + + chat_messages: List[Dict[str, Optional[Any]]] + chat_messages = get_openai_chat_messages_from_transcript( + merged_event_logs=merged_event_logs, + prompt_preamble=prompt_preamble, + ) + + context_size = num_tokens_from_messages( + messages=chat_messages, + model=model_name, + ) + num_tokens_from_functions(functions=functions, model=model_name) + + num_removed_messages = 0 + while ( + context_size > get_chat_gpt_max_tokens(model_name) - LLM_AGENT_DEFAULT_MAX_TOKENS - 50 + ): # context limit includes the max tokens, and 50 for safety + if len(chat_messages) <= 1: + logger.error(f"Prompt is too long to fit in context window, num tokens {context_size}") + break + num_removed_messages += 1 + chat_messages.pop(1) + context_size = num_tokens_from_messages( + messages=chat_messages, + model=model_name, + ) + num_tokens_from_functions(functions=functions, model=model_name) + + if num_removed_messages > 0: + logger.info( + "Removed %d messages from prompt to satisfy context limit", + num_removed_messages, + ) + + return chat_messages + + +async def openai_get_tokens( + gen: AsyncGenerator[ChatCompletionChunk, None], +) -> AsyncGenerator[Union[str, FunctionFragment], None]: + async for event in gen: + choices = event.choices + if len(choices) == 0: + continue + choice = choices[0] + if choice.finish_reason: + if choice.finish_reason == "content_filter": + logger.warning( + "Detected content filter.", + extra={"chat_completion_chunk": event.model_dump()}, + ) + break + delta = choice.delta + if delta.content is not None: + token = delta.content + yield token + elif delta.function_call is not None: + yield FunctionFragment( + name=(delta.function_call.name if delta.function_call.name is not None else ""), + arguments=( + delta.function_call.arguments + if delta.function_call.arguments is not None + else "" + ), + ) diff --git a/vocode/streaming/agent/phrase_trigger.py b/vocode/streaming/agent/phrase_trigger.py new file mode 100644 index 0000000000..0d9587f77f --- /dev/null +++ b/vocode/streaming/agent/phrase_trigger.py @@ -0,0 +1,21 @@ +import re +from typing import List, Optional + +from vocode.streaming.models.actions import ActionConfig, PhraseBasedActionTrigger + + +def matches_phrase_trigger( + message: str, + action_configs: List[ActionConfig], +) -> Optional[str]: + cleaned = re.sub(r"[^\w\s]", "", message.lower()) + for action_config in action_configs: + if not isinstance(action_config.action_trigger, PhraseBasedActionTrigger): + continue + + for phrase_trigger in action_config.action_trigger.config.phrase_triggers: + lowered = phrase_trigger.phrase.lower() + for condition in phrase_trigger.conditions: + if condition == "phrase_condition_type_contains" and lowered in cleaned: + return action_config.type + return None diff --git a/vocode/streaming/agent/prompts/action_prompt.py b/vocode/streaming/agent/prompts/action_prompt.py deleted file mode 100644 index df3c2378cf..0000000000 --- a/vocode/streaming/agent/prompts/action_prompt.py +++ /dev/null @@ -1,24 +0,0 @@ -ACTION_PROMPT_DEFAULT = """ -The assistant is on a live conversation with a human that is taking place via voice (eg via phone call). It is -a helpful assistant that will help the human with their needs. In every response, the assistant does 2 things: -- respond to the customer with a message -- decide to take an appropriate action (or none, if it isn't necessary) - -The following are the possible actions the assistant can take: -{actions} - -ALL of the assistant's responses should look like the following (and should include "Response", "Action", and "Action parameters"): - -Response: Yes! Let me look up that information for you. -Action: look_up_information -Action parameters: "parameter 1|parameter 2|parameter 3" - -If no action is necessary, the assistant responds with the message and leaves the action blank like so: - -Response: Hey! How can I help you today? -Action: -Action parameters: - -Here's the transcript so far: -{transcript} -""" diff --git a/vocode/streaming/agent/restful_user_implemented_agent.py b/vocode/streaming/agent/restful_user_implemented_agent.py index 126087dd07..02999617cd 100644 --- a/vocode/streaming/agent/restful_user_implemented_agent.py +++ b/vocode/streaming/agent/restful_user_implemented_agent.py @@ -1,29 +1,28 @@ -from .base_agent import BaseAgent, RespondAgent -from ..models.agent import ( - RESTfulUserImplementedAgentConfig, +from typing import Optional, Tuple, cast + +import aiohttp +from loguru import logger + +from vocode.streaming.agent.base_agent import RespondAgent +from vocode.streaming.models.agent import ( RESTfulAgentInput, RESTfulAgentOutput, RESTfulAgentOutputType, RESTfulAgentText, + RESTfulUserImplementedAgentConfig, ) -from typing import Generator, Optional, Tuple, cast -import requests -import logging -import aiohttp class RESTfulUserImplementedAgent(RespondAgent[RESTfulUserImplementedAgentConfig]): def __init__( self, agent_config: RESTfulUserImplementedAgentConfig, - logger=None, ): super().__init__(agent_config) if self.agent_config.generate_responses: raise NotImplementedError( "Use the WebSocket user implemented agent to stream responses" ) - self.logger = logger or logging.getLogger(__name__) async def respond( self, @@ -45,9 +44,7 @@ async def respond( timeout=aiohttp.ClientTimeout(total=15), ) as response: assert response.status == 200 - output: RESTfulAgentOutput = RESTfulAgentOutput.parse_obj( - await response.json() - ) + output: RESTfulAgentOutput = RESTfulAgentOutput.parse_obj(await response.json()) output_response = None should_stop = False if output.type == RESTfulAgentOutputType.TEXT: @@ -56,5 +53,5 @@ async def respond( should_stop = True return output_response, should_stop except Exception as e: - self.logger.error(f"Error in response from RESTful agent: {e}") + logger.error(f"Error in response from RESTful agent: {e}") return None, True diff --git a/vocode/streaming/agent/streaming_utils.py b/vocode/streaming/agent/streaming_utils.py new file mode 100644 index 0000000000..ac0dee34c0 --- /dev/null +++ b/vocode/streaming/agent/streaming_utils.py @@ -0,0 +1,139 @@ +import re +from typing import AsyncGenerator, AsyncIterable, List, Literal, Optional, Union + +from sentry_sdk.tracing import Span + +from vocode.streaming.models.actions import FunctionCall, FunctionFragment + +TOKENS_TO_GENERATE_PAST_PERIOD = 3 +SENTENCE_ENDINGS_EXCEPT_PERIOD_PATTERN = r"[?!\n\t\r]" + + +SHORT_SENTENCE_CUTOFF = 3 + + +def split_sentences(text: str) -> List[str]: + """Splits text into sentences and preserve trailing periods. + + Merge sentences that are just numbers, as they are part of lists. + """ + initial_split = text.split(". ") + + final_split = [] + buffer = "" + + for i, sentence in enumerate(initial_split): + is_last = i == len(initial_split) - 1 + buffer += sentence + if not is_last: + buffer += ". " + if not re.fullmatch(r"\d+", sentence.strip()): + final_split.append(buffer.strip()) + buffer = "" + + if buffer.strip(): + final_split.append(buffer.strip()) + + return [sentence for sentence in final_split if sentence] + + +async def collate_response_async( + conversation_id: str, + gen: AsyncIterable[Union[str, FunctionFragment]], + get_functions: Literal[True, False] = False, + sentry_span: Optional[Span] = None, +) -> AsyncGenerator[ + Union[str, FunctionCall], + None, +]: # tuple of message to send and whether it's the final message + buffer = "" + function_name_buffer = "" + function_args_buffer = "" + is_post_period = False + tokens_since_period = 0 + is_first = True + async for token in gen: + if is_first: + if sentry_span: + sentry_span.finish() + is_first = False + if not token: + continue + if isinstance(token, str): + buffer += token + if len(buffer.strip().split()) < SHORT_SENTENCE_CUTOFF: + continue + if re.search(SENTENCE_ENDINGS_EXCEPT_PERIOD_PATTERN, token): + # split on last occurrence of sentence ending + matches = [ + match for match in re.finditer(SENTENCE_ENDINGS_EXCEPT_PERIOD_PATTERN, buffer) + ] + last_match = matches[-1] + split_point = last_match.start() + 1 + to_keep, to_return = buffer[split_point:], buffer[:split_point] + if to_return.strip(): + yield to_return.strip() + buffer = to_keep + elif "." in token: + is_post_period = True + tokens_since_period = 0 + + if is_post_period and tokens_since_period > TOKENS_TO_GENERATE_PAST_PERIOD: + sentences = split_sentences(buffer) + if len(sentences) > 1: + yield " ".join(sentences[:-1]) + buffer = sentences[-1] + is_post_period = False + tokens_since_period = 0 + else: + tokens_since_period += 1 + + elif isinstance(token, FunctionFragment): + function_name_buffer += token.name + function_args_buffer += token.arguments + to_return = buffer.strip() + if to_return: + yield to_return + if function_name_buffer and get_functions: + yield FunctionCall(name=function_name_buffer, arguments=function_args_buffer) + + +async def stream_response_async( + conversation_id: str, + gen: AsyncIterable[Union[str, FunctionFragment]], + get_functions: Literal[True, False] = False, + sentry_span: Optional[Span] = None, +) -> AsyncGenerator[ + Union[str, FunctionCall], + None, +]: # tuple of message to send and whether it's the final message + splitters = (".", ",", "?", "!", ";", ":", "—", "-", "(", ")", "[", "]", "}", " ") + buffer = "" + function_name_buffer = "" + function_args_buffer = "" + is_first = True + async for token in gen: + if is_first: + if sentry_span: + sentry_span.finish() + is_first = False + if not token: + continue + if isinstance(token, str): + if buffer.endswith(splitters): + yield buffer if buffer.endswith(" ") else buffer + " " + buffer = token + elif token.startswith(splitters): + output = buffer + token[0] + yield output if output.endswith(" ") else output + " " + buffer = token[1:] + else: + buffer += token + + elif isinstance(token, FunctionFragment): + function_name_buffer += token.name + function_args_buffer += token.arguments + if buffer != "": + yield buffer + " " + if function_name_buffer and get_functions: + yield FunctionCall(name=function_name_buffer, arguments=function_args_buffer) diff --git a/vocode/streaming/agent/token_utils.py b/vocode/streaming/agent/token_utils.py new file mode 100644 index 0000000000..7cd80f8cc0 --- /dev/null +++ b/vocode/streaming/agent/token_utils.py @@ -0,0 +1,252 @@ +"""Utilities for chat_gpt_agent, mostly around token counting for cost estimation purposes.""" + +import json +import textwrap +from typing import Any, Dict, List, NamedTuple, Optional + +import tiktoken +from loguru import logger + +# THE FOLLOWING CODE, UNTIL THE END MARKER, WERE RETRIEVED ON 9/13/2023 FROM +# THE OPENAI COOKBOOK UNDER THE MIT LICENSE. +# MIT License + +# Copyright (c) 2023 OpenAI + +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: + +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. + + +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. + + +# Used to count the amount of tokens Actions add to the billable cost +_FUNCTION_OVERHEAD_STR = """# Tools + +## functions + +namespace functions { + +} // namespace functions""" + +CHAT_GPT_MAX_TOKENS = { + "gpt-3.5-turbo-0613": 4050, + "gpt-3.5-turbo-16k-0613": 16340, + "gpt-3.5-turbo-16k": 16340, + "gpt-3.5-turbo": 16340, + "gpt-3.5-turbo-1106": 16340, + "gpt-3.5-turbo-0125": 16340, + "gpt-4-0314": 8150, + "gpt-4-32k-0314": 32700, + "gpt-4-0613": 8150, + "gpt-4-32k-0613": 32700, + "gpt-4-0125-preview": 127940, + "gpt-4-turbo": 127940, + "gpt-4o": 127940, + "gpt-4o-2024-05-13": 127940, +} + + +def get_chat_gpt_max_tokens(model_name: str): + if model_name.startswith("ft:"): + model_name = model_name.split(":")[1] + + if model_name in CHAT_GPT_MAX_TOKENS: + return CHAT_GPT_MAX_TOKENS[model_name] + + return 4050 + + +TokenizerInfo = NamedTuple( + "TokenizerInfo", + [ + ("encoding", tiktoken.Encoding), + ("tokens_per_message", int), + ("tokens_per_name", int), + ], +) + + +def get_tokenizer_info(model: str) -> Optional[TokenizerInfo]: + if "gpt-35-turbo" in model: + model = "gpt-3.5-turbo" + elif "gpt-4o" == model: + model = "gpt-4o" + elif "gpt4" in model or "gpt-4" in model: + model = "gpt-4" + try: + encoding = tiktoken.encoding_for_model(model) + except KeyError: + logger.warning("Warning: model not found. Using cl100k_base encoding.") + encoding = tiktoken.get_encoding("cl100k_base") + if model in { + "gpt-3.5-turbo-0613", + "gpt-3.5-turbo-16k-0613", + "gpt-4-0314", + "gpt-4-32k-0314", + "gpt-4-0613", + "gpt-4-32k-0613", + }: + tokens_per_message = 3 + tokens_per_name = 1 + elif model == "gpt-3.5-turbo-0301": + tokens_per_message = 4 # every message follows <|start|>{role/name}\n{content}<|end|>\n + tokens_per_name = -1 # if there's a name, the role is omitted + elif "gpt-3.5-turbo" in model: + logger.debug( + "Warning: gpt-3.5-turbo may update over time. Returning num tokens assuming gpt-3.5-turbo-0613." + ) + tokens_per_message = 3 + tokens_per_name = 1 + elif "gpt-4" in model: + logger.debug( + "Warning: gpt-4 may update over time. Returning num tokens assuming gpt-4-0613." + ) + tokens_per_message = 3 + tokens_per_name = 1 + else: + return None + + return TokenizerInfo( + encoding=encoding, + tokens_per_message=tokens_per_message, + tokens_per_name=tokens_per_name, + ) + + +def num_tokens_from_messages(messages: List[dict], model: str = "gpt-3.5-turbo-0613"): + """Return the number of tokens used by a list of messages.""" + tokenizer_info = get_tokenizer_info(model) + if tokenizer_info is None: + raise NotImplementedError( + f"""num_tokens_from_messages() is not implemented for model {model}. See https://github.com/openai/openai-python/blob/main/chatml.md for information on how messages are converted to tokens.""" + ) + num_tokens = 0 + for message in messages: + num_tokens += tokenizer_info.tokens_per_message + num_tokens += tokens_from_dict( + encoding=tokenizer_info.encoding, + d=message, + tokens_per_name=tokenizer_info.tokens_per_name, + ) + num_tokens += 3 # every reply is primed with <|start|>assistant<|message|> + return num_tokens + + +# END OF OPENAI COOKBOOK CODE AND GIVEN MIT LICENSE. + + +def tokens_from_dict(encoding: tiktoken.Encoding, d: Dict[str, Any], tokens_per_name: int) -> int: + """Return the number of OpenAI tokens in a dict.""" + num_tokens: int = 0 + for key, value in d.items(): + if value is None: + continue + if isinstance(value, str): + num_tokens += len(encoding.encode(value)) + if key == "name": + num_tokens += tokens_per_name + elif isinstance(value, dict): + num_tokens += tokens_from_dict( + encoding=encoding, d=value, tokens_per_name=tokens_per_name + ) + + return num_tokens + + +def num_tokens_from_functions(functions: List[dict] | None, model="gpt-3.5-turbo-0613") -> int: + """Return the number of tokens used by a list of functions.""" + if not functions: + return 0 + + try: + encoding = tiktoken.encoding_for_model(model) + except KeyError: + logger.warning("Warning: model not found. Using cl100k_base encoding.") + encoding = tiktoken.get_encoding("cl100k_base") + + function_overhead = 3 + len(encoding.encode(_FUNCTION_OVERHEAD_STR)) + + return function_overhead + sum( + len(encoding.encode(_format_func_into_prompt_str(func=f))) for f in functions + ) + + +# Calculates the amount of tokens added to a given OpenAI prompt for functions +# specifically for billing purposes +def _format_func_into_prompt_str(func) -> str: + def resolve_ref(schema): + if schema.get("$ref") is not None: + ref = schema["$ref"][14:] + schema = json_schema["definitions"][ref] + return schema + + def format_schema(schema, indent): + schema = resolve_ref(schema) + if "enum" in schema: + return format_enum(schema, indent) + elif schema["type"] == "object": + return format_object(schema, indent) + elif schema["type"] == "integer": + return "number" + elif schema["type"] == "boolean": + return "boolean" + elif schema["type"] in ["string", "number"]: + return schema["type"] + elif schema["type"] == "array": + return format_schema(schema["items"], indent) + "[]" + else: + raise ValueError("unknown schema type " + schema["type"]) + + def format_enum(schema, indent): + return " | ".join(json.dumps(o) for o in schema["enum"]) + + def format_object(schema, indent): + result = "{\n" + if "properties" not in schema or len(schema["properties"]) == 0: + if schema.get("additionalProperties", False): + return "object" + return None + for key, value in schema["properties"].items(): + value = resolve_ref(value) + value_rendered = format_schema(value, indent + 1) + if value_rendered is None: + continue + if "description" in value and indent == 0: + for line in textwrap.dedent(value["description"]).strip().split("\n"): + result += f"{' '*indent}// {line}\n" + optional = "" if key in schema.get("required", {}) else "?" + comment = ( + "" if value.get("default") is None else f" // default: {format_default(value)}" + ) + result += f"{' '*indent}{key}{optional}: {value_rendered},{comment}\n" + result += (" " * (indent - 1)) + "}" + return result + + def format_default(schema): + v = schema["default"] + if schema["type"] == "number": + return f"{v:.1f}" if float(v).is_integer() else str(v) + else: + return str(v) + + json_schema = func["parameters"] + result = f"// {func['description']}\ntype {func['name']} = (" + formatted = format_object(json_schema, 0) + if formatted is not None: + result += "_: " + formatted + result += ") => any;\n\n" + return result diff --git a/vocode/streaming/agent/utils.py b/vocode/streaming/agent/utils.py deleted file mode 100644 index 0ce4df77fe..0000000000 --- a/vocode/streaming/agent/utils.py +++ /dev/null @@ -1,182 +0,0 @@ -from copy import deepcopy -import re -from typing import ( - Dict, - Any, - AsyncGenerator, - AsyncIterable, - Callable, - List, - Literal, - Optional, - TypeVar, - Union, -) - -from openai.openai_object import OpenAIObject -from vocode.streaming.models.actions import FunctionCall, FunctionFragment -from vocode.streaming.models.events import Sender -from vocode.streaming.models.transcript import ( - ActionFinish, - ActionStart, - EventLog, - Message, - Transcript, -) - -SENTENCE_ENDINGS = [".", "!", "?", "\n"] - - -async def collate_response_async( - gen: AsyncIterable[Union[str, FunctionFragment]], - sentence_endings: List[str] = SENTENCE_ENDINGS, - get_functions: Literal[True, False] = False, -) -> AsyncGenerator[Union[str, FunctionCall], None]: - sentence_endings_pattern = "|".join(map(re.escape, sentence_endings)) - list_item_ending_pattern = r"\n" - buffer = "" - function_name_buffer = "" - function_args_buffer = "" - prev_ends_with_money = False - async for token in gen: - if not token: - continue - if isinstance(token, str): - if prev_ends_with_money and token.startswith(" "): - yield buffer.strip() - buffer = "" - - buffer += token - possible_list_item = bool(re.match(r"^\d+[ .]", buffer)) - ends_with_money = bool(re.findall(r"\$\d+.$", buffer)) - if re.findall( - ( - list_item_ending_pattern - if possible_list_item - else sentence_endings_pattern - ), - token, - ): - if not ends_with_money: - to_return = buffer.strip() - if to_return: - yield to_return - buffer = "" - prev_ends_with_money = ends_with_money - elif isinstance(token, FunctionFragment): - function_name_buffer += token.name - function_args_buffer += token.arguments - to_return = buffer.strip() - if to_return: - yield to_return - if function_name_buffer and get_functions: - yield FunctionCall(name=function_name_buffer, arguments=function_args_buffer) - - -async def openai_get_tokens(gen) -> AsyncGenerator[Union[str, FunctionFragment], None]: - async for event in gen: - choices = event.get("choices", []) - if len(choices) == 0: - continue - choice = choices[0] - if choice.finish_reason: - break - delta = choice.get("delta", {}) - if "text" in delta and delta["text"] is not None: - token = delta["text"] - yield token - if "content" in delta and delta["content"] is not None: - token = delta["content"] - yield token - elif "function_call" in delta and delta["function_call"] is not None: - yield FunctionFragment( - name=( - delta["function_call"]["name"] - if "name" in delta["function_call"] - else "" - ), - arguments=( - delta["function_call"]["arguments"] - if "arguments" in delta["function_call"] - else "" - ), - ) - - -def find_last_punctuation(buffer: str) -> Optional[int]: - indices = [buffer.rfind(ending) for ending in SENTENCE_ENDINGS] - if not indices: - return None - return max(indices) - - -def get_sentence_from_buffer(buffer: str): - last_punctuation = find_last_punctuation(buffer) - if last_punctuation: - return buffer[: last_punctuation + 1], buffer[last_punctuation + 1 :] - else: - return None, None - - -def format_openai_chat_messages_from_transcript( - transcript: Transcript, prompt_preamble: Optional[str] = None -) -> List[dict]: - chat_messages: List[Dict[str, Optional[Any]]] = ( - [{"role": "system", "content": prompt_preamble}] if prompt_preamble else [] - ) - - # merge consecutive bot messages - new_event_logs: List[EventLog] = [] - idx = 0 - while idx < len(transcript.event_logs): - bot_messages_buffer: List[Message] = [] - current_log = transcript.event_logs[idx] - while isinstance(current_log, Message) and current_log.sender == Sender.BOT: - bot_messages_buffer.append(current_log) - idx += 1 - try: - current_log = transcript.event_logs[idx] - except IndexError: - break - if bot_messages_buffer: - merged_bot_message = deepcopy(bot_messages_buffer[-1]) - merged_bot_message.text = " ".join( - event_log.text for event_log in bot_messages_buffer - ) - new_event_logs.append(merged_bot_message) - else: - new_event_logs.append(current_log) - idx += 1 - - for event_log in new_event_logs: - if isinstance(event_log, Message): - chat_messages.append( - { - "role": "assistant" if event_log.sender == Sender.BOT else "user", - "content": event_log.text, - } - ) - elif isinstance(event_log, ActionStart): - chat_messages.append( - { - "role": "assistant", - "content": None, - "function_call": { - "name": event_log.action_type, - "arguments": event_log.action_input.params.json(), - }, - } - ) - elif isinstance(event_log, ActionFinish): - chat_messages.append( - { - "role": "function", - "name": event_log.action_type, - "content": event_log.action_output.response.json(), - } - ) - return chat_messages - - -def vector_db_result_to_openai_chat_message(vector_db_result): - return {"role": "user", "content": vector_db_result} diff --git a/vocode/streaming/agent/vertex_ai_agent.py b/vocode/streaming/agent/vertex_ai_agent.py index 0f979bc8a8..2646767331 100644 --- a/vocode/streaming/agent/vertex_ai_agent.py +++ b/vocode/streaming/agent/vertex_ai_agent.py @@ -1,28 +1,24 @@ -from concurrent.futures import ThreadPoolExecutor import asyncio -import logging -from typing import Optional, Tuple +from concurrent.futures import ThreadPoolExecutor +from typing import Tuple + from langchain import ConversationChain -from vocode.streaming.agent.base_agent import RespondAgent -from vocode.streaming.models.agent import ChatVertexAIAgentConfig +from langchain.memory import ConversationBufferMemory +from langchain.prompts import ChatPromptTemplate, HumanMessagePromptTemplate, MessagesPlaceholder +from langchain.schema import SystemMessage from langchain_community.chat_models import ChatVertexAI -from langchain.prompts import ( - ChatPromptTemplate, - MessagesPlaceholder, - HumanMessagePromptTemplate, -) +from loguru import logger -from langchain.schema import HumanMessage, SystemMessage, AIMessage -from langchain.memory import ConversationBufferMemory +from vocode.streaming.agent.base_agent import RespondAgent +from vocode.streaming.models.agent import ChatVertexAIAgentConfig class ChatVertexAIAgent(RespondAgent[ChatVertexAIAgentConfig]): def __init__( self, agent_config: ChatVertexAIAgentConfig, - logger: Optional[logging.Logger] = None, ): - super().__init__(agent_config=agent_config, logger=logger) + super().__init__(agent_config=agent_config) self.prompt = ChatPromptTemplate.from_messages( [ @@ -38,9 +34,7 @@ def __init__( SystemMessage(content=self.agent_config.prompt_preamble) ) - self.conversation = ConversationChain( - memory=self.memory, prompt=self.prompt, llm=self.llm - ) + self.conversation = ConversationChain(memory=self.memory, prompt=self.prompt, llm=self.llm) if agent_config.initial_message: raise NotImplementedError("initial_message not supported for Vertex AI") self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) @@ -58,5 +52,5 @@ async def respond( human_input, ) - self.logger.debug(f"LLM response: {text}") + logger.debug(f"LLM response: {text}") return text, False diff --git a/vocode/streaming/agent/websocket_user_implemented_agent.py b/vocode/streaming/agent/websocket_user_implemented_agent.py index e965388f06..1a09e199d0 100644 --- a/vocode/streaming/agent/websocket_user_implemented_agent.py +++ b/vocode/streaming/agent/websocket_user_implemented_agent.py @@ -1,25 +1,15 @@ import asyncio import json -import logging -from typing import Dict -from vocode.streaming.transcriber.base_transcriber import Transcription -from vocode.streaming.utils.worker import ( - InterruptibleAgentResponseEvent, - InterruptibleEvent, -) + import websockets -from websockets.client import ( - connect, - WebSocketClientProtocol, -) +from loguru import logger +from websockets.client import WebSocketClientProtocol, connect -from typing import Awaitable, Callable, Optional, cast from vocode.streaming.agent.base_agent import ( AgentInput, AgentResponse, AgentResponseMessage, AgentResponseStop, - AgentResponseFillerAudio, BaseAgent, TranscriptionAgentInput, ) @@ -30,6 +20,7 @@ WebSocketAgentTextMessage, WebSocketUserImplementedAgentConfig, ) +from vocode.streaming.utils.worker import InterruptibleAgentResponseEvent, InterruptibleEvent NUM_RESTARTS = 5 @@ -41,50 +32,44 @@ class WebSocketUserImplementedAgent(BaseAgent[WebSocketUserImplementedAgentConfi def __init__( self, agent_config: WebSocketUserImplementedAgentConfig, - logger: Optional[logging.Logger] = None, ): self.agent_config = agent_config - self.logger = logger or logging.getLogger(__name__) self.has_ended = False - super().__init__(agent_config=agent_config, logger=logger) + super().__init__(agent_config=agent_config) def get_agent_config(self) -> WebSocketUserImplementedAgentConfig: return self.agent_config async def _run_loop(self) -> None: restarts = 0 - self.logger.info("Starting Socket Agent") + logger.info("Starting Socket Agent") while not self.has_ended and restarts < NUM_RESTARTS: await self._process() restarts += 1 - self.logger.debug( - "Socket Agent connection died, restarting, num_restarts: %s", restarts - ) + logger.debug("Socket Agent connection died, restarting, num_restarts: %s", restarts) def _handle_incoming_socket_message(self, message: WebSocketAgentMessage) -> None: - self.logger.info("Handling incoming message from Socket Agent: %s", message) + logger.info("Handling incoming message from Socket Agent: %s", message) agent_response: AgentResponse if isinstance(message, WebSocketAgentTextMessage): - agent_response = AgentResponseMessage( - message=BaseMessage(text=message.data.text) - ) + agent_response = AgentResponseMessage(message=BaseMessage(text=message.data.text)) elif isinstance(message, WebSocketAgentStopMessage): agent_response = AgentResponseStop() self.has_ended = True else: raise Exception("Unknown Socket message type") - self.logger.info("Putting interruptible agent response event in output queue") + logger.info("Putting interruptible agent response event in output queue") self.produce_interruptible_agent_response_event_nonblocking( agent_response, self.get_agent_config().allow_agent_to_be_cut_off ) async def _process(self) -> None: socket_url = self.get_agent_config().respond.url - self.logger.info("Connecting to web socket agent %s", socket_url) + logger.info("Connecting to web socket agent %s", socket_url) async with connect(socket_url) as ws: @@ -92,23 +77,19 @@ async def sender( ws: WebSocketClientProtocol, ) -> None: # sends audio to websocket while not self.has_ended: - self.logger.info("Waiting for data from agent request queue") + logger.info("Waiting for data from agent request queue") try: input = await self.input_queue.get() payload = input.payload if isinstance(payload, TranscriptionAgentInput): transcription = payload.transcription - self.logger.info( - "Transcription message: %s", transcription.message - ) + logger.info("Transcription message: %s", transcription.message) agent_request = WebSocketAgentTextMessage.from_text( transcription.message, conversation_id=payload.conversation_id, ) agent_request_json = agent_request.json() - self.logger.info( - f"Sending data to web socket agent: {agent_request_json}" - ) + logger.info(f"Sending data to web socket agent: {agent_request_json}") if isinstance(agent_request, AgentResponseStop): # In practice, it doesn't make sense for the client to send a text and stop message to the agent service self.has_ended = True @@ -119,47 +100,39 @@ async def sender( break except Exception as e: - self.logger.error( + logger.error( f'WebSocket Agent Send Error: "{e}" in Web Socket User Implemented Agent sender' ) break - self.logger.debug("Terminating web socket agent sender") + logger.debug("Terminating web socket agent sender") async def receiver(ws: WebSocketClientProtocol) -> None: while not self.has_ended: try: msg = await ws.recv() - self.logger.info("Received data from web socket agent") + logger.info("Received data from web socket agent") data = json.loads(msg) message = WebSocketAgentMessage.parse_obj(data) self._handle_incoming_socket_message(message) except websockets.exceptions.ConnectionClosed as e: - self.logger.error( - f'WebSocket Agent Receive Error: Connection Closed - "{e}"' - ) + logger.error(f'WebSocket Agent Receive Error: Connection Closed - "{e}"') break except websockets.exceptions.ConnectionClosedOK as e: - self.logger.error( - f'WebSocket Agent Receive Error: Connection Closed OK - "{e}"' - ) + logger.error(f'WebSocket Agent Receive Error: Connection Closed OK - "{e}"') break except websockets.exceptions.InvalidStatus as e: - self.logger.error( - f'WebSocket Agent Receive Error: Invalid Status - "{e}"' - ) + logger.error(f'WebSocket Agent Receive Error: Invalid Status - "{e}"') break except Exception as e: - self.logger.error(f'WebSocket Agent Receive Error: "{e}"') + logger.error(f'WebSocket Agent Receive Error: "{e}"') break - self.logger.debug( - "Terminating Web Socket User Implemented Agent receiver" - ) + logger.debug("Terminating Web Socket User Implemented Agent receiver") await asyncio.gather(sender(ws), receiver(ws)) diff --git a/vocode/streaming/client_backend/conversation.py b/vocode/streaming/client_backend/conversation.py index da3a2be0d0..5970c475bc 100644 --- a/vocode/streaming/client_backend/conversation.py +++ b/vocode/streaming/client_backend/conversation.py @@ -1,16 +1,18 @@ -import logging -from typing import Callable, Optional import typing +from typing import Callable from fastapi import APIRouter, WebSocket +from loguru import logger + from vocode.streaming.agent.base_agent import BaseAgent -from vocode.streaming.models.audio_encoding import AudioEncoding from vocode.streaming.models.client_backend import InputAudioConfig, OutputAudioConfig +from vocode.streaming.models.events import Event, EventType from vocode.streaming.models.synthesizer import AzureSynthesizerConfig from vocode.streaming.models.transcriber import ( DeepgramTranscriberConfig, PunctuationEndpointingConfig, ) +from vocode.streaming.models.transcript import TranscriptEvent from vocode.streaming.models.websocket import ( AudioConfigStartMessage, AudioMessage, @@ -18,18 +20,14 @@ WebSocketMessage, WebSocketMessageType, ) - from vocode.streaming.output_device.websocket_output_device import WebsocketOutputDevice from vocode.streaming.streaming_conversation import StreamingConversation from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer from vocode.streaming.transcriber.base_transcriber import BaseTranscriber from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber -from vocode.streaming.utils.base_router import BaseRouter - -from vocode.streaming.models.events import Event, EventType -from vocode.streaming.models.transcript import TranscriptEvent from vocode.streaming.utils import events_manager +from vocode.streaming.utils.base_router import BaseRouter BASE_CONVERSATION_ENDPOINT = "/conversation" @@ -49,18 +47,14 @@ def __init__( synthesizer_thunk: Callable[ [OutputAudioConfig], BaseSynthesizer ] = lambda output_audio_config: AzureSynthesizer( - AzureSynthesizerConfig.from_output_audio_config( - output_audio_config=output_audio_config - ) + AzureSynthesizerConfig.from_output_audio_config(output_audio_config=output_audio_config) ), - logger: Optional[logging.Logger] = None, conversation_endpoint: str = BASE_CONVERSATION_ENDPOINT, ): super().__init__() self.transcriber_thunk = transcriber_thunk self.agent_thunk = agent_thunk self.synthesizer_thunk = synthesizer_thunk - self.logger = logger or logging.getLogger(__name__) self.router = APIRouter() self.router.websocket(conversation_endpoint)(self.conversation) @@ -71,7 +65,7 @@ def get_conversation( ) -> StreamingConversation: transcriber = self.transcriber_thunk(start_message.input_audio_config) synthesizer = self.synthesizer_thunk(start_message.output_audio_config) - synthesizer.synthesizer_config.should_encode_as_wav = True + synthesizer.get_synthesizer_config().should_encode_as_wav = True return StreamingConversation( output_device=output_device, transcriber=transcriber, @@ -79,11 +73,10 @@ def get_conversation( synthesizer=synthesizer, conversation_id=start_message.conversation_id, events_manager=( - TranscriptEventManager(output_device, self.logger) + TranscriptEventManager(output_device) if start_message.subscribe_transcript else None ), - logger=self.logger, ) async def conversation(self, websocket: WebSocket): @@ -91,7 +84,7 @@ async def conversation(self, websocket: WebSocket): start_message: AudioConfigStartMessage = AudioConfigStartMessage.parse_obj( await websocket.receive_json() ) - self.logger.debug(f"Conversation started") + logger.debug(f"Conversation started") output_device = WebsocketOutputDevice( websocket, start_message.output_audio_config.sampling_rate, @@ -100,9 +93,7 @@ async def conversation(self, websocket: WebSocket): conversation = self.get_conversation(output_device, start_message) await conversation.start(lambda: websocket.send_text(ReadyMessage().json())) while conversation.is_active(): - message: WebSocketMessage = WebSocketMessage.parse_obj( - await websocket.receive_json() - ) + message: WebSocketMessage = WebSocketMessage.parse_obj(await websocket.receive_json()) if message.type == WebSocketMessageType.STOP: break audio_message = typing.cast(AudioMessage, message) @@ -118,17 +109,15 @@ class TranscriptEventManager(events_manager.EventsManager): def __init__( self, output_device: WebsocketOutputDevice, - logger: Optional[logging.Logger] = None, ): super().__init__(subscriptions=[EventType.TRANSCRIPT]) self.output_device = output_device - self.logger = logger or logging.getLogger(__name__) async def handle_event(self, event: Event): if event.type == EventType.TRANSCRIPT: transcript_event = typing.cast(TranscriptEvent, event) self.output_device.consume_transcript(transcript_event) - # self.logger.debug(event.dict()) + # logger.debug(event.dict()) def restart(self, output_device: WebsocketOutputDevice): self.output_device = output_device diff --git a/vocode/streaming/constants.py b/vocode/streaming/constants.py index 7f91d2f6ff..3b84e2e56c 100644 --- a/vocode/streaming/constants.py +++ b/vocode/streaming/constants.py @@ -1,3 +1,10 @@ -TEXT_TO_SPEECH_CHUNK_SIZE_SECONDS = 1 +TEXT_TO_SPEECH_CHUNK_SIZE_SECONDS = 0.1 PER_CHUNK_ALLOWANCE_SECONDS = 0.01 ALLOWED_IDLE_TIME = 15 +SENTENCE_ENDINGS = [".", "!", "?", "\n"] +CHECK_HUMAN_PRESENT_MESSAGE_CHOICES = [ + "Hello?", + "Are you there?", + "Are you still there?", + "Hi, are you there?", +] diff --git a/vocode/streaming/input_device/base_input_device.py b/vocode/streaming/input_device/base_input_device.py index 7816515f5f..d7c82bc0b5 100644 --- a/vocode/streaming/input_device/base_input_device.py +++ b/vocode/streaming/input_device/base_input_device.py @@ -1,12 +1,11 @@ -from vocode.streaming.models.audio_encoding import AudioEncoding import queue from typing import Optional +from vocode.streaming.models.audio import AudioEncoding + class BaseInputDevice: - def __init__( - self, sampling_rate: int, audio_encoding: AudioEncoding, chunk_size: int - ): + def __init__(self, sampling_rate: int, audio_encoding: AudioEncoding, chunk_size: int): self.sampling_rate = sampling_rate self.audio_encoding = audio_encoding self.chunk_size = chunk_size diff --git a/vocode/streaming/input_device/file_input_device.py b/vocode/streaming/input_device/file_input_device.py index 7ba88b41d0..b390456886 100644 --- a/vocode/streaming/input_device/file_input_device.py +++ b/vocode/streaming/input_device/file_input_device.py @@ -1,10 +1,12 @@ -from vocode.streaming.models.audio_encoding import AudioEncoding -import janus -from vocode.streaming.input_device.base_input_device import BaseInputDevice -import wave import struct +import wave + +import janus import numpy as np +from vocode.streaming.input_device.base_input_device import BaseInputDevice +from vocode.streaming.models.audio import AudioEncoding + class FileInputDevice(BaseInputDevice): DEFAULT_SAMPLING_RATE = 44100 diff --git a/vocode/streaming/input_device/microphone_input.py b/vocode/streaming/input_device/microphone_input.py index ac3c501491..e27dc95d26 100644 --- a/vocode/streaming/input_device/microphone_input.py +++ b/vocode/streaming/input_device/microphone_input.py @@ -1,15 +1,16 @@ from __future__ import annotations -import typing -import janus -import sounddevice as sd -import numpy as np -from typing import Optional import queue +import typing import wave +from typing import Optional + +import janus +import numpy as np +import sounddevice as sd from vocode.streaming.input_device.base_input_device import BaseInputDevice -from vocode.streaming.models.audio_encoding import AudioEncoding +from vocode.streaming.models.audio import AudioEncoding class MicrophoneInput(BaseInputDevice): @@ -29,9 +30,7 @@ def __init__( or ( typing.cast( int, - self.device_info.get( - "default_samplerate", self.DEFAULT_SAMPLING_RATE - ), + self.device_info.get("default_samplerate", self.DEFAULT_SAMPLING_RATE), ) ), AudioEncoding.LINEAR16, diff --git a/vocode/streaming/models/actions.py b/vocode/streaming/models/actions.py index e93a0006b5..47b7e454cb 100644 --- a/vocode/streaming/models/actions.py +++ b/vocode/streaming/models/actions.py @@ -1,21 +1,88 @@ import asyncio from enum import Enum -from typing import Generic, Optional, TypeVar -from pydantic.v1 import BaseModel +from typing import Annotated, Generic, List, Literal, Optional, TypeVar, Union + +from pydantic.v1 import BaseModel, Field + +from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.model import TypedModel +TriggerType = Literal["action_trigger_function_call", "action_trigger_phrase_based"] + + +class ActionTriggerConfig(BaseModel): + pass + + +class _ActionTrigger(BaseModel): + type: TriggerType + config: ActionTriggerConfig + + +class FunctionCallActionTriggerConfig(ActionTriggerConfig): + pass + + +class FunctionCallActionTrigger(_ActionTrigger): + type: Literal["action_trigger_function_call"] = "action_trigger_function_call" + config: FunctionCallActionTriggerConfig = Field(default_factory=FunctionCallActionTriggerConfig) + + +PhraseConditionType = Literal["phrase_condition_type_contains"] + + +class PhraseTrigger(BaseModel): + phrase: str + conditions: List[PhraseConditionType] + + +class PhraseBasedActionTriggerConfig(ActionTriggerConfig): + phrase_triggers: List[PhraseTrigger] + + +class PhraseBasedActionTrigger(_ActionTrigger): + type: Literal["action_trigger_phrase_based"] = "action_trigger_phrase_based" + config: PhraseBasedActionTriggerConfig + + +ActionTrigger = Annotated[ + Union[FunctionCallActionTrigger, PhraseBasedActionTrigger], + Field(discriminator="type"), +] + class ActionType(str, Enum): BASE = "action_base" NYLAS_SEND_EMAIL = "action_nylas_send_email" + WAIT = "action_wait" + RECORD_EMAIL = "action_record_email" + END_CONVERSATION = "action_end_conversation" + EXECUTE_EXTERNAL_ACTION = "action_external" + TRANSFER_CALL = "action_transfer_call" + DTMF = "action_dtmf" -class ActionConfig(TypedModel, type=ActionType.BASE): - pass +ParametersType = TypeVar("ParametersType", bound=BaseModel) +ACTION_STARTED_FORMAT_STRING = "!STARTING ACTION {action_name} WITH PARAMETERS {action_params}!" +ACTION_FINISHED_FORMAT_STRING = "!ACTION {action_name} FINISHED WITH OUTPUT {action_output}!" -ParametersType = TypeVar("ParametersType", bound=BaseModel) + +class ActionConfig(TypedModel, type=ActionType.BASE): # type: ignore + action_trigger: ActionTrigger = FunctionCallActionTrigger(type="action_trigger_function_call") + + def action_attempt_to_string(self, input: "ActionInput") -> str: + return ACTION_STARTED_FORMAT_STRING.format( + action_name=self.type, + action_params=input.params.json(), + ) + + def action_result_to_string(self, input: "ActionInput", output: "ActionOutput") -> str: + return ACTION_FINISHED_FORMAT_STRING.format( + action_name=self.type, + action_output=output.response.json(), + ) class ActionInput(BaseModel, Generic[ParametersType]): @@ -38,11 +105,15 @@ class FunctionCall(BaseModel): arguments: str -class VonagePhoneCallActionInput(ActionInput[ParametersType]): +class EndOfTurn(BaseModel): + pass + + +class VonagePhoneConversationActionInput(ActionInput[ParametersType]): vonage_uuid: str -class TwilioPhoneCallActionInput(ActionInput[ParametersType]): +class TwilioPhoneConversationActionInput(ActionInput[ParametersType]): twilio_sid: str @@ -51,4 +122,8 @@ class TwilioPhoneCallActionInput(ActionInput[ParametersType]): class ActionOutput(BaseModel, Generic[ResponseType]): action_type: str + canned_response: Optional[BaseMessage] = None response: ResponseType + + +ExternalActionProcessingMode = Literal["muted"] diff --git a/vocode/streaming/models/agent.py b/vocode/streaming/models/agent.py index 47e7da1df7..7e5a3e6bae 100644 --- a/vocode/streaming/models/agent.py +++ b/vocode/streaming/models/agent.py @@ -1,25 +1,37 @@ -from typing import List, Optional, Union from enum import Enum -from langchain.prompts import PromptTemplate +from typing import List, Literal, Optional, Union from pydantic.v1 import validator -from vocode.streaming.models.actions import ActionConfig -from vocode.streaming.models.message import BaseMessage -from .model import TypedModel, BaseModel +from .model import BaseModel, TypedModel from .vector_db import VectorDBConfig +from vocode.streaming.models.actions import ActionConfig +from vocode.streaming.models.message import BaseMessage FILLER_AUDIO_DEFAULT_SILENCE_THRESHOLD_SECONDS = 0.5 LLM_AGENT_DEFAULT_TEMPERATURE = 1.0 LLM_AGENT_DEFAULT_MAX_TOKENS = 256 LLM_AGENT_DEFAULT_MODEL_NAME = "text-curie-001" -CHAT_GPT_AGENT_DEFAULT_MODEL_NAME = "gpt-3.5-turbo-0613" +CHAT_GPT_AGENT_DEFAULT_MODEL_NAME = "gpt-3.5-turbo-1106" +CHAT_GPT_AGENT_16K_MODEL_NAME = "gpt-3.5-turbo-0613-16k" ACTION_AGENT_DEFAULT_MODEL_NAME = "gpt-3.5-turbo-0613" -CHAT_ANTHROPIC_DEFAULT_MODEL_NAME = "claude-v1" +CHAT_ANTHROPIC_DEFAULT_MODEL_NAME = "claude-3-haiku-20240307" CHAT_VERTEX_AI_DEFAULT_MODEL_NAME = "chat-bison@001" AZURE_OPENAI_DEFAULT_API_TYPE = "azure" -AZURE_OPENAI_DEFAULT_API_VERSION = "2023-03-15-preview" +AZURE_OPENAI_DEFAULT_API_VERSION = "2023-07-01-preview" AZURE_OPENAI_DEFAULT_ENGINE = "gpt-35-turbo" +AZURE_OPENAI_GPT_35_16K_ENGINE = "gpt-35-turbo-16k" +AZURE_OPENAI_GPT_4_ENGINE = "vocode-api-gpt4" +OPENAI_GPT_4_MODEL_NAME = "gpt-4" +OPENAI_GPT_4_32K_MODEL_NAME = "gpt-4-32k" +OPENAI_GPT_4_O_MODEL_NAME = "gpt-4o" +OPENAI_GPT_35_TURBO_1106_MODEL_NAME = "gpt-3.5-turbo-1106" +OPENAI_GPT_4_1106_PREVIEW_MODEL_NAME = "gpt-4-1106-preview" +ANTHROPIC_CLAUDE_3_HAIKU_MODEL_NAME = "claude-3-haiku-20240307" +ANTHROPIC_CLAUDE_3_SONNET_MODEL_NAME = "claude-3-sonnet-20240229" +ANTHROPIC_CLAUDE_3_OPUS_MODEL_NAME = "claude-3-opus-20240229" + +InterruptSensitivity = Literal["low", "high"] class AgentType(str, Enum): @@ -27,7 +39,7 @@ class AgentType(str, Enum): LLM = "agent_llm" CHAT_GPT_ALPHA = "agent_chat_gpt_alpha" CHAT_GPT = "agent_chat_gpt" - CHAT_ANTHROPIC = "agent_chat_anthropic" + ANTHROPIC = "agent_anthropic" CHAT_VERTEX_AI = "agent_chat_vertex_ai" ECHO = "agent_echo" GPT4ALL = "agent_gpt4all" @@ -57,67 +69,77 @@ class WebhookConfig(BaseModel): class AzureOpenAIConfig(BaseModel): + base_url: str + api_key: str + region: str + deployment_name: str + openai_model_name: str api_type: str = AZURE_OPENAI_DEFAULT_API_TYPE api_version: Optional[str] = AZURE_OPENAI_DEFAULT_API_VERSION - engine: str = AZURE_OPENAI_DEFAULT_ENGINE -class AgentConfig(TypedModel, type=AgentType.BASE.value): +class CutOffResponse(BaseModel): + messages: List[BaseMessage] = [BaseMessage(text="Sorry?")] + + +class AgentConfig(TypedModel, type=AgentType.BASE.value): # type: ignore initial_message: Optional[BaseMessage] = None generate_responses: bool = True allowed_idle_time_seconds: Optional[float] = None + num_check_human_present_times: int = 0 allow_agent_to_be_cut_off: bool = True end_conversation_on_goodbye: bool = False send_filler_audio: Union[bool, FillerAudioConfig] = False webhook_config: Optional[WebhookConfig] = None - track_bot_sentiment: bool = False actions: Optional[List[ActionConfig]] = None + initial_message_delay: float = 0.0 + goodbye_phrases: Optional[List[str]] = None + interrupt_sensitivity: InterruptSensitivity = "low" + cut_off_response: Optional[CutOffResponse] = None -class CutOffResponse(BaseModel): - messages: List[BaseMessage] = [BaseMessage(text="Sorry?")] - - -class LLMAgentConfig(AgentConfig, type=AgentType.LLM.value): +class LLMAgentConfig(AgentConfig, type=AgentType.LLM.value): # type: ignore prompt_preamble: str - expected_first_prompt: Optional[str] = None model_name: str = LLM_AGENT_DEFAULT_MODEL_NAME temperature: float = LLM_AGENT_DEFAULT_TEMPERATURE max_tokens: int = LLM_AGENT_DEFAULT_MAX_TOKENS - cut_off_response: Optional[CutOffResponse] = None -class ChatGPTAgentConfig(AgentConfig, type=AgentType.CHAT_GPT.value): +class LLMFallback(BaseModel): + provider: Literal["openai", "azure"] + model_name: str + + +class ChatGPTAgentConfig(AgentConfig, type=AgentType.CHAT_GPT.value): # type: ignore + openai_api_key: Optional[str] = None prompt_preamble: str - expected_first_prompt: Optional[str] = None model_name: str = CHAT_GPT_AGENT_DEFAULT_MODEL_NAME temperature: float = LLM_AGENT_DEFAULT_TEMPERATURE max_tokens: int = LLM_AGENT_DEFAULT_MAX_TOKENS - cut_off_response: Optional[CutOffResponse] = None azure_params: Optional[AzureOpenAIConfig] = None vector_db_config: Optional[VectorDBConfig] = None + # TODO: the below fields should moved up to AgentConfig, and their logic should live in BaseAgent + use_backchannels: bool = False + backchannel_probability: float = 0.7 + first_response_filler_message: Optional[str] = None + llm_fallback: Optional[LLMFallback] = None -class ChatAnthropicAgentConfig(AgentConfig, type=AgentType.CHAT_ANTHROPIC.value): +class AnthropicAgentConfig(AgentConfig, type=AgentType.ANTHROPIC.value): # type: ignore prompt_preamble: str model_name: str = CHAT_ANTHROPIC_DEFAULT_MODEL_NAME - max_tokens_to_sample: int = 200 + max_tokens: int = LLM_AGENT_DEFAULT_MAX_TOKENS + temperature: float = LLM_AGENT_DEFAULT_TEMPERATURE -class ChatVertexAIAgentConfig(AgentConfig, type=AgentType.CHAT_VERTEX_AI.value): +class ChatVertexAIAgentConfig(AgentConfig, type=AgentType.CHAT_VERTEX_AI.value): # type: ignore prompt_preamble: str model_name: str = CHAT_VERTEX_AI_DEFAULT_MODEL_NAME generate_responses: bool = False # Google Vertex AI doesn't support streaming -class LlamacppAgentConfig(AgentConfig, type=AgentType.LLAMACPP.value): - prompt_preamble: str - llamacpp_kwargs: dict = {} - prompt_template: Optional[Union[PromptTemplate, str]] = None - - class InformationRetrievalAgentConfig( - AgentConfig, type=AgentType.INFORMATION_RETRIEVAL.value + AgentConfig, type=AgentType.INFORMATION_RETRIEVAL.value # type: ignore ): recipient_descriptor: str caller_descriptor: str @@ -126,18 +148,18 @@ class InformationRetrievalAgentConfig( # TODO: add fields for IVR, voicemail -class EchoAgentConfig(AgentConfig, type=AgentType.ECHO.value): +class EchoAgentConfig(AgentConfig, type=AgentType.ECHO.value): # type: ignore pass -class GPT4AllAgentConfig(AgentConfig, type=AgentType.GPT4ALL.value): +class GPT4AllAgentConfig(AgentConfig, type=AgentType.GPT4ALL.value): # type: ignore prompt_preamble: str model_path: str generate_responses: bool = False class RESTfulUserImplementedAgentConfig( - AgentConfig, type=AgentType.RESTFUL_USER_IMPLEMENTED.value + AgentConfig, type=AgentType.RESTFUL_USER_IMPLEMENTED.value # type: ignore ): class EndpointConfig(BaseModel): url: str @@ -159,13 +181,13 @@ class RESTfulAgentOutputType(str, Enum): END = "restful_agent_end" -class RESTfulAgentOutput(TypedModel, type=RESTfulAgentOutputType.BASE): +class RESTfulAgentOutput(TypedModel, type=RESTfulAgentOutputType.BASE): # type: ignore pass -class RESTfulAgentText(RESTfulAgentOutput, type=RESTfulAgentOutputType.TEXT): +class RESTfulAgentText(RESTfulAgentOutput, type=RESTfulAgentOutputType.TEXT): # type: ignore response: str -class RESTfulAgentEnd(RESTfulAgentOutput, type=RESTfulAgentOutputType.END): +class RESTfulAgentEnd(RESTfulAgentOutput, type=RESTfulAgentOutputType.END): # type: ignore pass diff --git a/vocode/streaming/models/audio.py b/vocode/streaming/models/audio.py new file mode 100644 index 0000000000..42108a7831 --- /dev/null +++ b/vocode/streaming/models/audio.py @@ -0,0 +1,15 @@ +from enum import Enum + + +class AudioEncoding(str, Enum): + LINEAR16 = "linear16" + MULAW = "mulaw" + + +class SamplingRate(int, Enum): + RATE_8000 = 8000 + RATE_16000 = 16000 + RATE_22050 = 22050 + RATE_24000 = 24000 + RATE_44100 = 44100 + RATE_48000 = 48000 diff --git a/vocode/streaming/models/audio_encoding.py b/vocode/streaming/models/audio_encoding.py deleted file mode 100644 index 1fd3240021..0000000000 --- a/vocode/streaming/models/audio_encoding.py +++ /dev/null @@ -1,6 +0,0 @@ -from enum import Enum - - -class AudioEncoding(str, Enum): - LINEAR16 = "linear16" - MULAW = "mulaw" diff --git a/vocode/streaming/models/client_backend.py b/vocode/streaming/models/client_backend.py index da4f3de76c..e655f32b39 100644 --- a/vocode/streaming/models/client_backend.py +++ b/vocode/streaming/models/client_backend.py @@ -1,5 +1,6 @@ from typing import Optional -from vocode.streaming.models.audio_encoding import AudioEncoding + +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.model import BaseModel diff --git a/vocode/streaming/models/events.py b/vocode/streaming/models/events.py index 9d9a143a92..901fd3a333 100644 --- a/vocode/streaming/models/events.py +++ b/vocode/streaming/models/events.py @@ -1,5 +1,6 @@ from enum import Enum from typing import Optional + from vocode.streaming.models.model import TypedModel @@ -8,6 +9,7 @@ class Sender(str, Enum): BOT = "bot" ACTION_WORKER = "action_worker" VECTOR_DB = "vector_db" + CONFERENCE = "conference" class EventType(str, Enum): @@ -15,6 +17,7 @@ class EventType(str, Enum): TRANSCRIPT_COMPLETE = "event_transcript_complete" PHONE_CALL_CONNECTED = "event_phone_call_connected" PHONE_CALL_ENDED = "event_phone_call_ended" + PHONE_CALL_DID_NOT_CONNECT = "event_phone_call_did_not_connect" RECORDING = "event_recording" ACTION = "event_action" @@ -23,19 +26,23 @@ class Event(TypedModel): conversation_id: str -class PhoneCallConnectedEvent(Event, type=EventType.PHONE_CALL_CONNECTED): +class PhoneCallConnectedEvent(Event, type=EventType.PHONE_CALL_CONNECTED): # type: ignore to_phone_number: str from_phone_number: str -class PhoneCallEndedEvent(Event, type=EventType.PHONE_CALL_ENDED): +class PhoneCallEndedEvent(Event, type=EventType.PHONE_CALL_ENDED): # type: ignore conversation_minutes: float = 0 -class RecordingEvent(Event, type=EventType.RECORDING): +class PhoneCallDidNotConnectEvent(Event, type=EventType.PHONE_CALL_DID_NOT_CONNECT): # type: ignore + telephony_status: str + + +class RecordingEvent(Event, type=EventType.RECORDING): # type: ignore recording_url: str -class ActionEvent(Event, type=EventType.ACTION): +class ActionEvent(Event, type=EventType.ACTION): # type: ignore action_input: Optional[dict] = None action_output: Optional[dict] = None diff --git a/vocode/streaming/models/message.py b/vocode/streaming/models/message.py index 529e7dac47..db32f9e29a 100644 --- a/vocode/streaming/models/message.py +++ b/vocode/streaming/models/message.py @@ -1,16 +1,34 @@ from enum import Enum +from typing import Optional + from .model import TypedModel -from enum import Enum class MessageType(str, Enum): BASE = "message_base" SSML = "message_ssml" + BOT_BACKCHANNEL = "bot_backchannel" + LLM_TOKEN = "llm_token" -class BaseMessage(TypedModel, type=MessageType.BASE): +class BaseMessage(TypedModel, type=MessageType.BASE): # type: ignore text: str + trailing_silence_seconds: float = 0.0 + cache_phrase: Optional[str] = None -class SSMLMessage(BaseMessage, type=MessageType.SSML): +class SSMLMessage(BaseMessage, type=MessageType.SSML): # type: ignore ssml: str + + +class BotBackchannel(BaseMessage, type=MessageType.BOT_BACKCHANNEL): # type: ignore + pass + + +class LLMToken(BaseMessage, type=MessageType.LLM_TOKEN): # type: ignore + pass + + +class SilenceMessage(BotBackchannel): + text: str = "" + trailing_silence_seconds: float = 1.0 diff --git a/vocode/streaming/models/model.py b/vocode/streaming/models/model.py index a4a810e682..05ec13f6e6 100644 --- a/vocode/streaming/models/model.py +++ b/vocode/streaming/models/model.py @@ -1,12 +1,15 @@ from typing import Any, List, Tuple -from pydantic.v1 import BaseModel as PydanticBaseModel +from pydantic.v1 import BaseModel as Pydantic1BaseModel -class BaseModel(PydanticBaseModel): + +class BaseModel(Pydantic1BaseModel): def __init__(self, **data): for key, value in data.items(): if isinstance(value, dict): - if "type" in value: + if ( + "type" in value and key != "action_trigger" + ): # TODO: this is a quick workaround until we get a vocode object version of action trigger (ajay has approved it) data[key] = TypedModel.parse_obj(value) if isinstance(value, list): for i, v in enumerate(value): @@ -16,11 +19,11 @@ def __init__(self, **data): super().__init__(**data) -# Adapted from https://github.com/pydantic.v1/pydantic.v1/discussions/3091 +# Adapted from https://github.com/pydantic/pydantic/discussions/3091 class TypedModel(BaseModel): _subtypes_: List[Tuple[Any, Any]] = [] - def __init_subclass__(cls, type=None): + def __init_subclass__(cls, type=None): # type: ignore cls._subtypes_.append((type, cls)) @classmethod diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index c9d2c33b82..6820543c2d 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -1,16 +1,13 @@ from enum import Enum -from typing import Any, Dict, List, Optional, Union +from typing import Any, Dict, List, Literal, Optional from pydantic.v1 import validator -from vocode.streaming.models.client_backend import OutputAudioConfig -from vocode.streaming.output_device.base_output_device import BaseOutputDevice -from vocode.streaming.telephony.constants import ( - DEFAULT_AUDIO_ENCODING, - DEFAULT_SAMPLING_RATE, -) +from .audio import AudioEncoding, SamplingRate from .model import BaseModel, TypedModel -from .audio_encoding import AudioEncoding +from vocode.streaming.models.client_backend import OutputAudioConfig +from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.telephony.constants import DEFAULT_AUDIO_ENCODING, DEFAULT_SAMPLING_RATE class SynthesizerType(str, Enum): @@ -26,6 +23,7 @@ class SynthesizerType(str, Enum): COQUI = "synthesizer_coqui" BARK = "synthesizer_bark" POLLY = "synthesizer_polly" + CARTESIA = "synthesizer_cartesia" class SentimentConfig(BaseModel): @@ -38,7 +36,7 @@ def emotions_must_not_be_empty(cls, v): return v -class SynthesizerConfig(TypedModel, type=SynthesizerType.BASE.value): +class SynthesizerConfig(TypedModel, type=SynthesizerType.BASE.value): # type: ignore sampling_rate: int audio_encoding: AudioEncoding should_encode_as_wav: bool = False @@ -59,9 +57,7 @@ def from_output_device(cls, output_device: BaseOutputDevice, **kwargs): @classmethod def from_telephone_output_device(cls, **kwargs): return cls( - sampling_rate=DEFAULT_SAMPLING_RATE, - audio_encoding=DEFAULT_AUDIO_ENCODING, - **kwargs + sampling_rate=DEFAULT_SAMPLING_RATE, audio_encoding=DEFAULT_AUDIO_ENCODING, **kwargs ) @classmethod @@ -78,7 +74,7 @@ def from_output_audio_config(cls, output_audio_config: OutputAudioConfig, **kwar AZURE_SYNTHESIZER_DEFAULT_RATE = 15 -class AzureSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.AZURE.value): +class AzureSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.AZURE.value): # type: ignore voice_name: str = AZURE_SYNTHESIZER_DEFAULT_VOICE_NAME pitch: int = AZURE_SYNTHESIZER_DEFAULT_PITCH rate: int = AZURE_SYNTHESIZER_DEFAULT_RATE @@ -91,7 +87,7 @@ class AzureSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.AZURE.value DEFAULT_GOOGLE_SPEAKING_RATE = 1.2 -class GoogleSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.GOOGLE.value): +class GoogleSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.GOOGLE.value): # type: ignore language_code: str = DEFAULT_GOOGLE_LANGUAGE_CODE voice_name: str = DEFAULT_GOOGLE_VOICE_NAME pitch: float = DEFAULT_GOOGLE_PITCH @@ -102,15 +98,17 @@ class GoogleSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.GOOGLE.val class ElevenLabsSynthesizerConfig( - SynthesizerConfig, type=SynthesizerType.ELEVEN_LABS.value + SynthesizerConfig, type=SynthesizerType.ELEVEN_LABS.value # type: ignore ): api_key: Optional[str] = None voice_id: Optional[str] = ELEVEN_LABS_ADAM_VOICE_ID optimize_streaming_latency: Optional[int] - experimental_streaming: Optional[bool] = False + experimental_streaming: bool = False stability: Optional[float] similarity_boost: Optional[float] model_id: Optional[str] + experimental_websocket: bool = False + backchannel_amplitude_factor: float = 0.5 @validator("voice_id") def set_name(cls, voice_id): @@ -120,36 +118,46 @@ def set_name(cls, voice_id): def stability_and_similarity_boost_check(cls, similarity_boost, values): stability = values.get("stability") if (stability is None) != (similarity_boost is None): - raise ValueError( - "Both stability and similarity_boost must be set or not set." - ) + raise ValueError("Both stability and similarity_boost must be set or not set.") return similarity_boost @validator("optimize_streaming_latency") def optimize_streaming_latency_check(cls, optimize_streaming_latency): - if optimize_streaming_latency is not None and not ( - 0 <= optimize_streaming_latency <= 4 - ): + if optimize_streaming_latency is not None and not (0 <= optimize_streaming_latency <= 4): raise ValueError("optimize_streaming_latency must be between 0 and 4.") return optimize_streaming_latency + @validator("backchannel_amplitude_factor") + def backchannel_amplitude_factor_check(cls, backchannel_amplitude_factor): + if backchannel_amplitude_factor is not None and not (0 < backchannel_amplitude_factor <= 1): + raise ValueError( + "backchannel_amplitude_factor must be between 0 (not inclusive) and 1." + ) + return backchannel_amplitude_factor + +RIME_DEFAULT_BASE_URL = "https://users.rime.ai/v1/rime-tts" +RIME_DEFAULT_MODEL_ID = None RIME_DEFAULT_SPEAKER = "young_male_unmarked-1" -RIME_DEFAULT_SAMPLE_RATE = 22050 -RIME_DEFAULT_BASE_URL = "https://rjmopratfrdjgmfmaios.functions.supabase.co/rime-tts" +RIME_DEFAULT_SPEED_ALPHA = 1.0 +RIME_DEFAULT_SAMPLE_RATE = SamplingRate.RATE_22050 +RIME_DEFAULT_REDUCE_LATENCY = False +RimeModelId = Literal["mist", "v1"] -class RimeSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.RIME.value): +class RimeSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.RIME.value): # type: ignore + base_url: str = RIME_DEFAULT_BASE_URL + model_id: Optional[Literal[RimeModelId]] = RIME_DEFAULT_MODEL_ID speaker: str = RIME_DEFAULT_SPEAKER + speed_alpha: Optional[float] = RIME_DEFAULT_SPEED_ALPHA sampling_rate: int = RIME_DEFAULT_SAMPLE_RATE - base_url: str = RIME_DEFAULT_BASE_URL - speed_alpha: Optional[float] = None + reduce_latency: Optional[bool] = RIME_DEFAULT_REDUCE_LATENCY COQUI_DEFAULT_SPEAKER_ID = "ebe2db86-62a6-49a1-907a-9a1360d4416e" -class CoquiSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.COQUI.value): +class CoquiSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.COQUI.value): # type: ignore api_key: Optional[str] = None voice_id: Optional[str] = COQUI_DEFAULT_SPEAKER_ID voice_prompt: Optional[str] = None @@ -163,27 +171,36 @@ def override_voice_id_with_prompt(cls, voice_id, values): PLAYHT_DEFAULT_VOICE_ID = "larry" +PlayHtVoiceVersionType = Literal["1", "2"] -class PlayHtSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.PLAY_HT.value): +class PlayHtSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.PLAY_HT.value): # type: ignore api_key: Optional[str] = None user_id: Optional[str] = None - speed: Optional[int] = None + speed: Optional[float] = None seed: Optional[int] = None - temperature: Optional[int] = None + temperature: Optional[float] = None + quality: Optional[str] = None voice_id: str = PLAYHT_DEFAULT_VOICE_ID experimental_streaming: bool = False + version: Literal[PlayHtVoiceVersionType] = "2" + top_p: Optional[float] = None + text_guidance: Optional[float] = None + voice_guidance: Optional[float] = None + on_prem: bool = False + on_prem_provider: Literal["aws", "gcp"] = "gcp" + experimental_remove_silence: bool = False class CoquiTTSSynthesizerConfig( - SynthesizerConfig, type=SynthesizerType.COQUI_TTS.value + SynthesizerConfig, type=SynthesizerType.COQUI_TTS.value # type: ignore ): tts_kwargs: dict = {} speaker: Optional[str] = None language: Optional[str] = None -class GTTSSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.GTTS.value): +class GTTSSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.GTTS.value): # type: ignore pass @@ -191,22 +208,32 @@ class GTTSSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.GTTS.value): class StreamElementsSynthesizerConfig( - SynthesizerConfig, type=SynthesizerType.STREAM_ELEMENTS.value + SynthesizerConfig, type=SynthesizerType.STREAM_ELEMENTS.value # type: ignore ): voice: str = STREAM_ELEMENTS_SYNTHESIZER_DEFAULT_VOICE -class BarkSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.BARK.value): +class BarkSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.BARK.value): # type: ignore preload_kwargs: Dict[str, Any] = {} generate_kwargs: Dict[str, Any] = {} DEFAULT_POLLY_LANGUAGE_CODE = "en-US" DEFAULT_POLLY_VOICE_ID = "Matthew" -DEFAULT_POLLY_SAMPLING_RATE = 16000 +DEFAULT_POLLY_SAMPLING_RATE = SamplingRate.RATE_16000 -class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value): +class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value): # type: ignore language_code: str = DEFAULT_POLLY_LANGUAGE_CODE voice_id: str = DEFAULT_POLLY_VOICE_ID sampling_rate: int = DEFAULT_POLLY_SAMPLING_RATE + + +DEFAULT_CARTESIA_MODEL_ID = 'upbeat-moon' +DEFAULT_CARTESIA_VOICE_ID = '5345cf08-6f37-424d-a5d9-8ae1101b9377' + + +class CartesiaSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.CARTESIA.value): # type: ignore + api_key: Optional[str] = None + model_id: str = DEFAULT_CARTESIA_MODEL_ID + voice_id: str = DEFAULT_CARTESIA_VOICE_ID diff --git a/vocode/streaming/models/telephony.py b/vocode/streaming/models/telephony.py index 616a85b146..cd01b3ced5 100644 --- a/vocode/streaming/models/telephony.py +++ b/vocode/streaming/models/telephony.py @@ -1,12 +1,9 @@ from enum import Enum -from typing import Any, Dict, Optional -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.model import BaseModel, TypedModel +from typing import Any, Dict, Literal, Optional, Union + from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.synthesizer import ( - AzureSynthesizerConfig, - SynthesizerConfig, -) +from vocode.streaming.models.model import BaseModel, TypedModel +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig, SynthesizerConfig from vocode.streaming.models.transcriber import ( DeepgramTranscriberConfig, PunctuationEndpointingConfig, @@ -16,25 +13,28 @@ DEFAULT_AUDIO_ENCODING, DEFAULT_CHUNK_SIZE, DEFAULT_SAMPLING_RATE, - VONAGE_CHUNK_SIZE, VONAGE_AUDIO_ENCODING, + VONAGE_CHUNK_SIZE, VONAGE_SAMPLING_RATE, ) -class TwilioConfig(BaseModel): +class TelephonyProviderConfig(BaseModel): + record: bool = False + + +class TwilioConfig(TelephonyProviderConfig): account_sid: str auth_token: str - record: bool = False extra_params: Optional[Dict[str, Any]] = {} + account_supports_any_caller_id: bool = True -class VonageConfig(BaseModel): +class VonageConfig(TelephonyProviderConfig): api_key: str api_secret: str application_id: str private_key: str - record: bool = False class CallEntity(BaseModel): @@ -91,12 +91,19 @@ class CallConfigType(str, Enum): VONAGE = "call_config_vonage" -class BaseCallConfig(TypedModel, type=CallConfigType.BASE.value): +PhoneCallDirection = Literal["inbound", "outbound"] + + +class BaseCallConfig(TypedModel, type=CallConfigType.BASE.value): # type: ignore transcriber_config: TranscriberConfig agent_config: AgentConfig synthesizer_config: SynthesizerConfig from_phone: str to_phone: str + sentry_tags: Dict[str, str] = {} + conference: bool = False + telephony_params: Optional[Dict[str, str]] = None + direction: PhoneCallDirection @staticmethod def default_transcriber_config(): @@ -107,7 +114,7 @@ def default_synthesizer_config(): raise NotImplementedError -class TwilioCallConfig(BaseCallConfig, type=CallConfigType.TWILIO.value): +class TwilioCallConfig(BaseCallConfig, type=CallConfigType.TWILIO.value): # type: ignore twilio_config: TwilioConfig twilio_sid: str @@ -130,7 +137,7 @@ def default_synthesizer_config(): ) -class VonageCallConfig(BaseCallConfig, type=CallConfigType.VONAGE.value): +class VonageCallConfig(BaseCallConfig, type=CallConfigType.VONAGE.value): # type: ignore vonage_config: VonageConfig vonage_uuid: str output_to_speaker: bool = False @@ -152,3 +159,6 @@ def default_synthesizer_config(): sampling_rate=VONAGE_SAMPLING_RATE, audio_encoding=VONAGE_AUDIO_ENCODING, ) + + +TelephonyConfig = Union[TwilioConfig, VonageConfig] diff --git a/vocode/streaming/models/transcriber.py b/vocode/streaming/models/transcriber.py index d0391e9fd1..857e5b6c01 100644 --- a/vocode/streaming/models/transcriber.py +++ b/vocode/streaming/models/transcriber.py @@ -3,17 +3,19 @@ from pydantic.v1 import validator +from .audio import AudioEncoding +from .model import TypedModel from vocode.streaming.input_device.base_input_device import BaseInputDevice from vocode.streaming.models.client_backend import InputAudioConfig +from vocode.streaming.models.model import BaseModel from vocode.streaming.telephony.constants import ( DEFAULT_AUDIO_ENCODING, DEFAULT_CHUNK_SIZE, DEFAULT_SAMPLING_RATE, ) -from .audio_encoding import AudioEncoding -from .model import TypedModel AZURE_DEFAULT_LANGUAGE = "en-US" +DEEPGRAM_API_WS_URL = "wss://api.deepgram.com" class TranscriberType(str, Enum): @@ -33,21 +35,21 @@ class EndpointingType(str, Enum): PUNCTUATION_BASED = "endpointing_punctuation_based" -class EndpointingConfig(TypedModel, type=EndpointingType.BASE): +class EndpointingConfig(TypedModel, type=EndpointingType.BASE): # type: ignore pass -class TimeEndpointingConfig(EndpointingConfig, type=EndpointingType.TIME_BASED): +class TimeEndpointingConfig(EndpointingConfig, type=EndpointingType.TIME_BASED): # type: ignore time_cutoff_seconds: float = 0.4 class PunctuationEndpointingConfig( - EndpointingConfig, type=EndpointingType.PUNCTUATION_BASED + EndpointingConfig, type=EndpointingType.PUNCTUATION_BASED # type: ignore ): time_cutoff_seconds: float = 0.4 -class TranscriberConfig(TypedModel, type=TranscriberType.BASE.value): +class TranscriberConfig(TypedModel, type=TranscriberType.BASE.value): # type: ignore sampling_rate: int audio_encoding: AudioEncoding chunk_size: int @@ -103,30 +105,33 @@ def from_input_audio_config(cls, input_audio_config: InputAudioConfig, **kwargs) ) -class DeepgramTranscriberConfig(TranscriberConfig, type=TranscriberType.DEEPGRAM.value): +class DeepgramTranscriberConfig(TranscriberConfig, type=TranscriberType.DEEPGRAM.value): # type: ignore language: Optional[str] = None model: Optional[str] = "nova" tier: Optional[str] = None version: Optional[str] = None keywords: Optional[list] = None + api_key: Optional[str] = None + on_prem: bool = False + ws_url: str = DEEPGRAM_API_WS_URL -class GladiaTranscriberConfig(TranscriberConfig, type=TranscriberType.GLADIA.value): +class GladiaTranscriberConfig(TranscriberConfig, type=TranscriberType.GLADIA.value): # type: ignore buffer_size_seconds: float = 0.1 -class GoogleTranscriberConfig(TranscriberConfig, type=TranscriberType.GOOGLE.value): +class GoogleTranscriberConfig(TranscriberConfig, type=TranscriberType.GOOGLE.value): # type: ignore model: Optional[str] = None language_code: str = "en-US" -class AzureTranscriberConfig(TranscriberConfig, type=TranscriberType.AZURE.value): +class AzureTranscriberConfig(TranscriberConfig, type=TranscriberType.AZURE.value): # type: ignore language: str = AZURE_DEFAULT_LANGUAGE candidate_languages: Optional[List[str]] = None class AssemblyAITranscriberConfig( - TranscriberConfig, type=TranscriberType.ASSEMBLY_AI.value + TranscriberConfig, type=TranscriberType.ASSEMBLY_AI.value # type: ignore ): buffer_size_seconds: float = 0.1 word_boost: Optional[List[str]] = None @@ -134,12 +139,40 @@ class AssemblyAITranscriberConfig( class WhisperCPPTranscriberConfig( - TranscriberConfig, type=TranscriberType.WHISPER_CPP.value + TranscriberConfig, type=TranscriberType.WHISPER_CPP.value # type: ignore ): buffer_size_seconds: float = 1 libname: str fname_model: str -class RevAITranscriberConfig(TranscriberConfig, type=TranscriberType.REV_AI.value): +class RevAITranscriberConfig(TranscriberConfig, type=TranscriberType.REV_AI.value): # type: ignore pass + + +class Transcription(BaseModel): + message: str + confidence: float + is_final: bool + is_interrupt: bool = False + bot_was_in_medias_res: bool = False + duration_seconds: Optional[float] = None # gets added only on final transcription + + def __str__(self): + return ( + f"Transcription(message={self.message}, " + + f"confidence={self.confidence}, " + + f"is_final={self.is_final}, " + + f"is_interrupt={self.is_interrupt}, " + + f"bot_was_in_medias_res={self.bot_was_in_medias_res}, " + + f"duration_seconds={self.duration_seconds}, " + + f"wpm={self.wpm()}" + + ")" + ) + + def wpm(self) -> Optional[float]: + return ( + 60 * len(self.message.split()) / self.duration_seconds + if self.duration_seconds + else None + ) diff --git a/vocode/streaming/models/transcript.py b/vocode/streaming/models/transcript.py index 140a3adb9e..380047d3a9 100644 --- a/vocode/streaming/models/transcript.py +++ b/vocode/streaming/models/transcript.py @@ -1,10 +1,11 @@ import time -from typing import Any, Dict, List, Optional, Union +from datetime import datetime +from typing import List, Literal, Optional + from pydantic.v1 import BaseModel, Field -from enum import Enum -from vocode.streaming.models.actions import ActionInput, ActionOutput -from vocode.streaming.models.events import ActionEvent, Sender, Event, EventType +from vocode.streaming.models.actions import ActionInput, ActionOutput +from vocode.streaming.models.events import ActionEvent, Event, EventType, Sender from vocode.streaming.utils.events_manager import EventsManager @@ -15,14 +16,34 @@ class EventLog(BaseModel): def to_string(self, include_timestamp: bool = False) -> str: raise NotImplementedError + def get_timestamp_string(self, start_timestamp: float) -> str: + dt = datetime.fromtimestamp(self.timestamp - start_timestamp) + return f"[{dt.strftime('%M:%S')}.{dt.microsecond // 10000:02}]" + class Message(EventLog): text: str + is_final: bool = False + is_backchannel: bool = False + is_end_of_turn: bool = False - def to_string(self, include_timestamp: bool = False) -> str: + def to_string( + self, + include_timestamp: bool = False, + mark_human_backchannels_with_brackets: bool = False, + include_sender: bool = True, + ) -> str: + text = self.text + if not self.is_final and self.sender == Sender.BOT: + text = f"{text}-" + if self.is_backchannel and mark_human_backchannels_with_brackets: + text = f"[{text}]" if include_timestamp: - return f"{self.sender.name}: {self.text} ({self.timestamp})" - return f"{self.sender.name}: {self.text}" + return f"{self.sender.name}: {text} ({self.timestamp})" + elif include_sender: + return f"{self.sender.name}: {text}" + else: + return text class ActionStart(EventLog): @@ -30,21 +51,69 @@ class ActionStart(EventLog): action_type: str action_input: ActionInput - def to_string(self, include_timestamp: bool = False): + def to_string(self, include_timestamp: bool = False, include_header: bool = True): + main_string = self.action_input.action_config.action_attempt_to_string(self.action_input) + if include_header: + main_string = f"BOT_ACTION_START: {main_string}" if include_timestamp: - return f"{Sender.ACTION_WORKER.name}: params={self.action_input.params.dict()} ({self.timestamp})" - return f"{Sender.ACTION_WORKER.name}: params={self.action_input.params.dict()}" + return f"{main_string} ({self.timestamp})" + return main_string class ActionFinish(EventLog): sender: Sender = Sender.ACTION_WORKER action_type: str + action_input: ActionInput action_output: ActionOutput - def to_string(self, include_timestamp: bool = False): + def to_string(self, include_timestamp: bool = False, include_header: bool = True): + main_string = self.action_input.action_config.action_result_to_string( + self.action_input, self.action_output + ) + if include_header: + main_string = f"BOT_ACTION_FINISH: {main_string}" + if include_timestamp: + return f"{main_string} ({self.timestamp})" + return main_string + + +ConferenceEventType = Literal[ + "participant_joined", "participant_left", "participant_unanswered", "voicemail" +] +ConferenceEventRole = Literal["primary", "transfer"] + + +class ConferenceEvent(EventLog): + sender: Sender = Sender.CONFERENCE + conference_event_type: ConferenceEventType + conference_event_role: ConferenceEventRole + participant_phone_number: str + + def to_string(self, include_timestamp: bool = False, include_sender: bool = True): + if ( + self.conference_event_type == "participant_unanswered" + or self.conference_event_type == "voicemail" + ): + msg_string = f"{self.conference_event_role.capitalize()} number ({self.participant_phone_number}) did not join the conference because they are busy" + else: + verb = "joined" if self.conference_event_type == "participant_joined" else "left" + msg_string = f"{self.conference_event_role.capitalize()} number ({self.participant_phone_number}) {verb} the conference" + if include_sender: + msg_string = f"CONFERENCE_EVENT: {msg_string}" + if include_timestamp: + return f"{msg_string} ({self.timestamp})" + return msg_string + + +class TranscriptEvent(Event, type=EventType.TRANSCRIPT): # type: ignore + text: str + sender: Sender + timestamp: float + + def to_string(self, include_timestamp: bool = False) -> str: if include_timestamp: - return f"{Sender.ACTION_WORKER.name}: action_type='{self.action_type}' response={self.action_output.response.dict()} ({self.timestamp})" - return f"{Sender.ACTION_WORKER.name}: action_type='{self.action_type}' response={self.action_output.response.dict()}" + return f"{self.sender.name}: {self.text} ({self.timestamp})" + return f"{self.sender.name}: {self.text}" class Transcript(BaseModel): @@ -55,18 +124,29 @@ class Transcript(BaseModel): class Config: arbitrary_types_allowed = True + def to_string( + self, include_timestamps: bool = False, mark_human_backchannels_with_brackets: bool = False + ) -> str: + event_strings = [] + for event in self.event_logs: + if isinstance(event, Message): + event_string = event.to_string( + include_timestamp=False, + mark_human_backchannels_with_brackets=mark_human_backchannels_with_brackets, + ) + else: + event_string = event.to_string(include_timestamp=False) + + if include_timestamps: + event_string = f"{event.get_timestamp_string(self.start_time)} {event_string}" + event_strings.append(event_string) + + return "\n".join(event_strings) + def attach_events_manager(self, events_manager: EventsManager): self.events_manager = events_manager - def to_string(self, include_timestamps: bool = False) -> str: - return "\n".join( - event.to_string(include_timestamp=include_timestamps) - for event in self.event_logs - ) - - def maybe_publish_transcript_event_from_message( - self, message: Message, conversation_id: str - ): + def maybe_publish_transcript_event_from_message(self, message: Message, conversation_id: str): if self.events_manager is not None: self.events_manager.publish_event( TranscriptEvent( @@ -82,10 +162,18 @@ def add_message_from_props( text: str, sender: Sender, conversation_id: str, + is_final: bool = False, + is_backchannel: bool = False, publish_to_events_manager: bool = True, ): timestamp = time.time() - message = Message(text=text, sender=sender, timestamp=timestamp) + message = Message( + text=text, + sender=sender, + timestamp=timestamp, + is_final=is_final, + is_backchannel=is_backchannel, + ) self.event_logs.append(message) if publish_to_events_manager: self.maybe_publish_transcript_event_from_message( @@ -104,18 +192,20 @@ def add_message( message=message, conversation_id=conversation_id ) - def add_human_message(self, text: str, conversation_id: str): + def add_human_message(self, text: str, conversation_id: str, is_backchannel: bool = False): self.add_message_from_props( text=text, sender=Sender.HUMAN, conversation_id=conversation_id, + is_backchannel=is_backchannel, ) - def add_bot_message(self, text: str, conversation_id: str): + def add_bot_message(self, text: str, conversation_id: str, is_final: bool = False): self.add_message_from_props( text=text, sender=Sender.BOT, conversation_id=conversation_id, + is_final=is_final, ) def get_last_user_message(self): @@ -149,6 +239,7 @@ def add_action_finish_log( timestamp = time.time() self.event_logs.append( ActionFinish( + action_input=action_input, action_output=action_output, action_type=action_output.action_type, timestamp=timestamp, @@ -170,17 +261,17 @@ def update_last_bot_message_on_cut_off(self, text: str): event_log.text = text break - -class TranscriptEvent(Event, type=EventType.TRANSCRIPT): - text: str - sender: Sender - timestamp: float - - def to_string(self, include_timestamp: bool = False) -> str: - if include_timestamp: - return f"{self.sender.name}: {self.text} ({self.timestamp})" - return f"{self.sender.name}: {self.text}" + def was_last_message_interrupted(self): + bot_messages = [ + message + for message in self.event_logs + if isinstance(message, Message) and message.sender == Sender.BOT + ] + if len(bot_messages) > 0: + last_bot_message = bot_messages[-1] + return not last_bot_message.is_final or not last_bot_message.is_end_of_turn + return False -class TranscriptCompleteEvent(Event, type=EventType.TRANSCRIPT_COMPLETE): +class TranscriptCompleteEvent(Event, type=EventType.TRANSCRIPT_COMPLETE): # type: ignore transcript: Transcript diff --git a/vocode/streaming/models/vector_db.py b/vocode/streaming/models/vector_db.py index b87c5bade5..44fdf64c6d 100644 --- a/vocode/streaming/models/vector_db.py +++ b/vocode/streaming/models/vector_db.py @@ -1,5 +1,6 @@ from enum import Enum from typing import Optional + from .model import TypedModel DEFAULT_EMBEDDINGS_MODEL = "text-embedding-ada-002" @@ -10,12 +11,12 @@ class VectorDBType(str, Enum): PINECONE = "vector_db_pinecone" -class VectorDBConfig(TypedModel, type=VectorDBType.BASE.value): +class VectorDBConfig(TypedModel, type=VectorDBType.BASE.value): # type: ignore embeddings_model: str = DEFAULT_EMBEDDINGS_MODEL -class PineconeConfig(VectorDBConfig, type=VectorDBType.PINECONE.value): +class PineconeConfig(VectorDBConfig, type=VectorDBType.PINECONE.value): # type: ignore index: str - api_key: Optional[str] = None - api_environment: Optional[str] = None + api_key: Optional[str] + api_environment: Optional[str] top_k: int = 3 diff --git a/vocode/streaming/models/websocket.py b/vocode/streaming/models/websocket.py index 41a302dc64..ab1f8e42b2 100644 --- a/vocode/streaming/models/websocket.py +++ b/vocode/streaming/models/websocket.py @@ -2,14 +2,13 @@ from enum import Enum from typing import Optional -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.client_backend import InputAudioConfig, OutputAudioConfig -from .model import TypedModel -from .transcriber import TranscriberConfig from .agent import AgentConfig -from .synthesizer import SynthesizerConfig from .events import Sender +from .model import TypedModel +from .synthesizer import SynthesizerConfig +from .transcriber import TranscriberConfig from .transcript import TranscriptEvent +from vocode.streaming.models.client_backend import InputAudioConfig, OutputAudioConfig class WebSocketMessageType(str, Enum): @@ -22,11 +21,11 @@ class WebSocketMessageType(str, Enum): AUDIO_CONFIG_START = "websocket_audio_config_start" -class WebSocketMessage(TypedModel, type=WebSocketMessageType.BASE): +class WebSocketMessage(TypedModel, type=WebSocketMessageType.BASE): # type: ignore pass -class AudioMessage(WebSocketMessage, type=WebSocketMessageType.AUDIO): +class AudioMessage(WebSocketMessage, type=WebSocketMessageType.AUDIO): # type: ignore data: str @classmethod @@ -37,7 +36,7 @@ def get_bytes(self) -> bytes: return base64.b64decode(self.data) -class TranscriptMessage(WebSocketMessage, type=WebSocketMessageType.TRANSCRIPT): +class TranscriptMessage(WebSocketMessage, type=WebSocketMessageType.TRANSCRIPT): # type: ignore text: str sender: Sender timestamp: float @@ -47,7 +46,7 @@ def from_event(cls, event: TranscriptEvent): return cls(text=event.text, sender=event.sender, timestamp=event.timestamp) -class StartMessage(WebSocketMessage, type=WebSocketMessageType.START): +class StartMessage(WebSocketMessage, type=WebSocketMessageType.START): # type: ignore transcriber_config: TranscriberConfig agent_config: AgentConfig synthesizer_config: SynthesizerConfig @@ -55,7 +54,7 @@ class StartMessage(WebSocketMessage, type=WebSocketMessageType.START): class AudioConfigStartMessage( - WebSocketMessage, type=WebSocketMessageType.AUDIO_CONFIG_START + WebSocketMessage, type=WebSocketMessageType.AUDIO_CONFIG_START # type: ignore ): input_audio_config: InputAudioConfig output_audio_config: OutputAudioConfig @@ -63,9 +62,9 @@ class AudioConfigStartMessage( subscribe_transcript: Optional[bool] = None -class ReadyMessage(WebSocketMessage, type=WebSocketMessageType.READY): +class ReadyMessage(WebSocketMessage, type=WebSocketMessageType.READY): # type: ignore pass -class StopMessage(WebSocketMessage, type=WebSocketMessageType.STOP): +class StopMessage(WebSocketMessage, type=WebSocketMessageType.STOP): # type: ignore pass diff --git a/vocode/streaming/models/websocket_agent.py b/vocode/streaming/models/websocket_agent.py index c94224260e..f9d06e59e7 100644 --- a/vocode/streaming/models/websocket_agent.py +++ b/vocode/streaming/models/websocket_agent.py @@ -1,7 +1,7 @@ from enum import Enum from typing import Optional -from vocode.streaming.models.agent import AgentConfig, AgentType +from vocode.streaming.models.agent import AgentConfig, AgentType from vocode.streaming.models.model import BaseModel, TypedModel @@ -11,12 +11,12 @@ class WebSocketAgentMessageType(str, Enum): STOP = "websocket_agent_stop" -class WebSocketAgentMessage(TypedModel, type=WebSocketAgentMessageType.BASE): +class WebSocketAgentMessage(TypedModel, type=WebSocketAgentMessageType.BASE): # type: ignore conversation_id: Optional[str] = None class WebSocketAgentTextMessage( - WebSocketAgentMessage, type=WebSocketAgentMessageType.TEXT + WebSocketAgentMessage, type=WebSocketAgentMessageType.TEXT # type: ignore ): class Payload(BaseModel): text: str @@ -29,13 +29,13 @@ def from_text(cls, text: str, conversation_id: Optional[str] = None): class WebSocketAgentStopMessage( - WebSocketAgentMessage, type=WebSocketAgentMessageType.STOP + WebSocketAgentMessage, type=WebSocketAgentMessageType.STOP # type: ignore ): pass class WebSocketUserImplementedAgentConfig( - AgentConfig, type=AgentType.WEBSOCKET_USER_IMPLEMENTED.value + AgentConfig, type=AgentType.WEBSOCKET_USER_IMPLEMENTED.value # type: ignore ): class RouteConfig(BaseModel): url: str diff --git a/vocode/streaming/output_device/base_output_device.py b/vocode/streaming/output_device/base_output_device.py index 52bb7bcbe1..2ce90d5c2f 100644 --- a/vocode/streaming/output_device/base_output_device.py +++ b/vocode/streaming/output_device/base_output_device.py @@ -1,4 +1,4 @@ -from vocode.streaming.models.audio_encoding import AudioEncoding +from vocode.streaming.models.audio import AudioEncoding class BaseOutputDevice: @@ -12,8 +12,5 @@ def start(self): def consume_nonblocking(self, chunk: bytes): raise NotImplemented - def maybe_send_mark_nonblocking(self, message): - pass - def terminate(self): pass diff --git a/vocode/streaming/output_device/blocking_speaker_output.py b/vocode/streaming/output_device/blocking_speaker_output.py index 7c402fbf32..ba1515d9c1 100644 --- a/vocode/streaming/output_device/blocking_speaker_output.py +++ b/vocode/streaming/output_device/blocking_speaker_output.py @@ -1,10 +1,11 @@ import asyncio import queue from typing import Optional -import sounddevice as sd + import numpy as np -from vocode.streaming.models.audio_encoding import AudioEncoding +import sounddevice as sd +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.utils.worker import ThreadAsyncWorker @@ -22,7 +23,7 @@ def __init__( sampling_rate = sampling_rate or int( self.device_info.get("default_samplerate", self.DEFAULT_SAMPLING_RATE) ) - self.input_queue = asyncio.Queue() + self.input_queue: asyncio.Queue[bytes] = asyncio.Queue() BaseOutputDevice.__init__(self, sampling_rate, audio_encoding) ThreadAsyncWorker.__init__(self, self.input_queue) self.stream = sd.OutputStream( diff --git a/vocode/streaming/output_device/file_output_device.py b/vocode/streaming/output_device/file_output_device.py index 3538bee7c9..d9ab22d8dd 100644 --- a/vocode/streaming/output_device/file_output_device.py +++ b/vocode/streaming/output_device/file_output_device.py @@ -1,10 +1,11 @@ +import asyncio import wave from asyncio import Queue -import asyncio + import numpy as np from .base_output_device import BaseOutputDevice -from vocode.streaming.models.audio_encoding import AudioEncoding +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.utils.worker import ThreadAsyncWorker diff --git a/vocode/streaming/output_device/speaker_output.py b/vocode/streaming/output_device/speaker_output.py index 69c0729f07..543dbbfb0c 100644 --- a/vocode/streaming/output_device/speaker_output.py +++ b/vocode/streaming/output_device/speaker_output.py @@ -1,10 +1,11 @@ import queue from typing import Optional -import sounddevice as sd + import numpy as np +import sounddevice as sd from .base_output_device import BaseOutputDevice -from vocode.streaming.models.audio_encoding import AudioEncoding +from vocode.streaming.models.audio import AudioEncoding class SpeakerOutput(BaseOutputDevice): diff --git a/vocode/streaming/output_device/twilio_output_device.py b/vocode/streaming/output_device/twilio_output_device.py index f92c20d02d..0563f08cff 100644 --- a/vocode/streaming/output_device/twilio_output_device.py +++ b/vocode/streaming/output_device/twilio_output_device.py @@ -1,31 +1,25 @@ from __future__ import annotations import asyncio -import json import base64 +import json from typing import Optional from fastapi import WebSocket from vocode.streaming.output_device.base_output_device import BaseOutputDevice -from vocode.streaming.telephony.constants import ( - DEFAULT_AUDIO_ENCODING, - DEFAULT_SAMPLING_RATE, -) +from vocode.streaming.telephony.constants import DEFAULT_AUDIO_ENCODING, DEFAULT_SAMPLING_RATE +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log class TwilioOutputDevice(BaseOutputDevice): - def __init__( - self, ws: Optional[WebSocket] = None, stream_sid: Optional[str] = None - ): - super().__init__( - sampling_rate=DEFAULT_SAMPLING_RATE, audio_encoding=DEFAULT_AUDIO_ENCODING - ) + def __init__(self, ws: Optional[WebSocket] = None, stream_sid: Optional[str] = None): + super().__init__(sampling_rate=DEFAULT_SAMPLING_RATE, audio_encoding=DEFAULT_AUDIO_ENCODING) self.ws = ws self.stream_sid = stream_sid self.active = True self.queue: asyncio.Queue[str] = asyncio.Queue() - self.process_task = asyncio.create_task(self.process()) + self.process_task = asyncio_create_task_with_done_error_log(self.process()) async def process(self): while self.active: @@ -40,15 +34,32 @@ def consume_nonblocking(self, chunk: bytes): } self.queue.put_nowait(json.dumps(twilio_message)) - def maybe_send_mark_nonblocking(self, message_sent): + def send_chunk_finished_mark(self, utterance_id, chunk_idx): mark_message = { "event": "mark", "streamSid": self.stream_sid, "mark": { - "name": "Sent {}".format(message_sent), + "name": f"chunk-{utterance_id}-{chunk_idx}", }, } self.queue.put_nowait(json.dumps(mark_message)) + def send_utterance_finished_mark(self, utterance_id): + mark_message = { + "event": "mark", + "streamSid": self.stream_sid, + "mark": { + "name": f"utterance-{utterance_id}", + }, + } + self.queue.put_nowait(json.dumps(mark_message)) + + def send_clear_message(self): + clear_message = { + "event": "clear", + "streamSid": self.stream_sid, + } + self.queue.put_nowait(json.dumps(clear_message)) + def terminate(self): self.process_task.cancel() diff --git a/vocode/streaming/output_device/vonage_output_device.py b/vocode/streaming/output_device/vonage_output_device.py index 186c9d0aa2..6466303226 100644 --- a/vocode/streaming/output_device/vonage_output_device.py +++ b/vocode/streaming/output_device/vonage_output_device.py @@ -1,16 +1,17 @@ import asyncio from typing import Optional -import wave from fastapi import WebSocket -from vocode.streaming.models.audio_encoding import AudioEncoding + from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.output_device.speaker_output import SpeakerOutput from vocode.streaming.telephony.constants import ( + PCM_SILENCE_BYTE, VONAGE_AUDIO_ENCODING, VONAGE_CHUNK_SIZE, VONAGE_SAMPLING_RATE, ) +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log class VonageOutputDevice(BaseOutputDevice): @@ -19,13 +20,11 @@ def __init__( ws: Optional[WebSocket] = None, output_to_speaker: bool = False, ): - super().__init__( - sampling_rate=VONAGE_SAMPLING_RATE, audio_encoding=VONAGE_AUDIO_ENCODING - ) + super().__init__(sampling_rate=VONAGE_SAMPLING_RATE, audio_encoding=VONAGE_AUDIO_ENCODING) self.ws = ws self.active = True self.queue: asyncio.Queue[bytes] = asyncio.Queue() - self.process_task = asyncio.create_task(self.process()) + self.process_task = asyncio_create_task_with_done_error_log(self.process()) self.output_to_speaker = output_to_speaker if output_to_speaker: self.output_speaker = SpeakerOutput.from_default_device( @@ -39,13 +38,12 @@ async def process(self): self.output_speaker.consume_nonblocking(chunk) for i in range(0, len(chunk), VONAGE_CHUNK_SIZE): subchunk = chunk[i : i + VONAGE_CHUNK_SIZE] + if len(subchunk) % 2 == 1: + subchunk += PCM_SILENCE_BYTE # pad with silence, Vonage goes crazy otherwise await self.ws.send_bytes(subchunk) def consume_nonblocking(self, chunk: bytes): self.queue.put_nowait(chunk) - def maybe_send_mark_nonblocking(self, message_sent): - pass - def terminate(self): self.process_task.cancel() diff --git a/vocode/streaming/output_device/websocket_output_device.py b/vocode/streaming/output_device/websocket_output_device.py index 53f82f622d..ca0133c145 100644 --- a/vocode/streaming/output_device/websocket_output_device.py +++ b/vocode/streaming/output_device/websocket_output_device.py @@ -1,18 +1,18 @@ from __future__ import annotations import asyncio + from fastapi import WebSocket -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.output_device.base_output_device import BaseOutputDevice -from vocode.streaming.models.websocket import AudioMessage -from vocode.streaming.models.websocket import TranscriptMessage + +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.transcript import TranscriptEvent +from vocode.streaming.models.websocket import AudioMessage, TranscriptMessage +from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log class WebsocketOutputDevice(BaseOutputDevice): - def __init__( - self, ws: WebSocket, sampling_rate: int, audio_encoding: AudioEncoding - ): + def __init__(self, ws: WebSocket, sampling_rate: int, audio_encoding: AudioEncoding): super().__init__(sampling_rate, audio_encoding) self.ws = ws self.active = False @@ -20,7 +20,7 @@ def __init__( def start(self): self.active = True - self.process_task = asyncio.create_task(self.process()) + self.process_task = asyncio_create_task_with_done_error_log(self.process()) def mark_closed(self): self.active = False diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index 0bf22cd861..8e47980166 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -3,71 +3,105 @@ import asyncio import queue import random +import re import threading -from typing import Any, Awaitable, Callable, Generic, Optional, Tuple, TypeVar, cast -import logging import time import typing - -from vocode.streaming.action.worker import ActionsWorker - -from vocode.streaming.agent.bot_sentiment_analyser import ( - BotSentimentAnalyser, -) -from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent -from vocode.streaming.models.actions import ActionInput -from vocode.streaming.models.events import Sender -from vocode.streaming.models.transcript import ( - Message, - Transcript, - TranscriptCompleteEvent, +from typing import ( + Any, + AsyncGenerator, + Awaitable, + Callable, + Generic, + Iterator, + List, + Optional, + Tuple, + TypeVar, + Union, ) -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.transcriber import EndpointingConfig, TranscriberConfig -from vocode.streaming.output_device.base_output_device import BaseOutputDevice -from vocode.streaming.utils.conversation_logger_adapter import wrap_logger -from vocode.streaming.utils.events_manager import EventsManager -from vocode.streaming.utils.goodbye_model import GoodbyeModel -from vocode.streaming.models.agent import ChatGPTAgentConfig, FillerAudioConfig -from vocode.streaming.models.synthesizer import ( - SentimentConfig, -) -from vocode.streaming.constants import ( - TEXT_TO_SPEECH_CHUNK_SIZE_SECONDS, - PER_CHUNK_ALLOWANCE_SECONDS, - ALLOWED_IDLE_TIME, -) +import sentry_sdk +from loguru import logger +from sentry_sdk.tracing import Span + +from vocode.streaming.action.worker import ActionsWorker from vocode.streaming.agent.base_agent import ( AgentInput, AgentResponse, AgentResponseFillerAudio, AgentResponseMessage, AgentResponseStop, - AgentResponseType, BaseAgent, TranscriptionAgentInput, ) +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.constants import ( + ALLOWED_IDLE_TIME, + CHECK_HUMAN_PRESENT_MESSAGE_CHOICES, + PER_CHUNK_ALLOWANCE_SECONDS, + TEXT_TO_SPEECH_CHUNK_SIZE_SECONDS, +) +from vocode.streaming.models.actions import EndOfTurn +from vocode.streaming.models.agent import FillerAudioConfig +from vocode.streaming.models.events import Sender +from vocode.streaming.models.message import BaseMessage, BotBackchannel, LLMToken, SilenceMessage +from vocode.streaming.models.transcriber import TranscriberConfig, Transcription +from vocode.streaming.models.transcript import Message, Transcript, TranscriptCompleteEvent +from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.synthesizer.base_synthesizer import ( BaseSynthesizer, - SynthesisResult, FillerAudio, + SynthesisResult, ) +from vocode.streaming.synthesizer.input_streaming_synthesizer import InputStreamingSynthesizer +from vocode.streaming.transcriber.base_transcriber import BaseTranscriber +from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber from vocode.streaming.utils import create_conversation_id, get_chunk_size_per_second -from vocode.streaming.transcriber.base_transcriber import ( - Transcription, - BaseTranscriber, -) +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.events_manager import EventsManager +from vocode.streaming.utils.speed_manager import SpeedManager from vocode.streaming.utils.state_manager import ConversationStateManager from vocode.streaming.utils.worker import ( AsyncQueueWorker, + InterruptibleAgentResponseEvent, InterruptibleAgentResponseWorker, InterruptibleEvent, InterruptibleEventFactory, - InterruptibleAgentResponseEvent, - InterruptibleWorker, +) +from vocode.utils.sentry_utils import ( + CustomSentrySpans, + complete_span_by_op, + sentry_create_span, + synthesizer_base_name_if_should_report_to_sentry, ) +BACKCHANNEL_PATTERNS = [ + r"m+-?hm+", + r"m+", + r"oh+", + r"ah+", + r"um+", + r"uh+", + "yes", + "sure", + "quite", + "right", + "really", + "good heavens", + "i see", + "of course", + "oh dear", + "oh god", + "thats nice", + "thats not bad", + "thats right", + r"yeah+", + "makes sense", +] +LOW_INTERRUPT_SENSITIVITY_BACKCHANNEL_UTTERANCE_LENGTH_THRESHOLD = 3 + + OutputDeviceType = TypeVar("OutputDeviceType", bound=BaseOutputDevice) @@ -77,10 +111,13 @@ def __init__(self, conversation: "StreamingConversation"): self.conversation = conversation def create_interruptible_event( - self, payload: Any, is_interruptible: bool = True + self, + payload: Any, + is_interruptible: bool = True, ) -> InterruptibleEvent[Any]: - interruptible_event: InterruptibleEvent = ( - super().create_interruptible_event(payload, is_interruptible) + interruptible_event: InterruptibleEvent = super().create_interruptible_event( + payload, + is_interruptible, ) self.conversation.interruptible_events.put_nowait(interruptible_event) return interruptible_event @@ -115,42 +152,163 @@ def __init__( self.output_queue = output_queue self.conversation = conversation self.interruptible_event_factory = interruptible_event_factory + self.in_interrupt_endpointing_config = False + self.deepgram_transcriber: Optional[DeepgramTranscriber] = None + if isinstance(self.conversation.transcriber, DeepgramTranscriber): + self.deepgram_transcriber = self.conversation.transcriber + self.has_associated_ignored_utterance: bool = False + self.has_associated_unignored_utterance: bool = False + self.human_backchannels_buffer: List[Transcription] = [] + self.ignore_next_message: bool = False + + def should_ignore_utterance(self, transcription: Transcription): + if self.has_associated_unignored_utterance: + return False + bot_still_speaking = self.is_bot_still_speaking() + if self.has_associated_ignored_utterance or bot_still_speaking: + logger.info( + f"Associated ignored utterance: {self.has_associated_ignored_utterance}. Bot still speaking: {bot_still_speaking}" + ) + return self.is_transcription_backchannel(transcription) + return False + + def is_transcription_backchannel(self, transcription: Transcription): + num_words = len(transcription.message.strip().split()) + if ( + self.conversation.agent.get_agent_config().interrupt_sensitivity == "high" + and num_words >= 1 + ): + logger.info(f"High interrupt sensitivity; {num_words} word(s) not a backchannel") + return False + + if num_words <= LOW_INTERRUPT_SENSITIVITY_BACKCHANNEL_UTTERANCE_LENGTH_THRESHOLD: + return True + cleaned = re.sub("[^\w\s]", "", transcription.message).strip().lower() + return any(re.fullmatch(regex, cleaned) for regex in BACKCHANNEL_PATTERNS) + + def _most_recent_transcript_messages(self) -> Iterator[Message]: + return ( + event_log + for event_log in reversed(self.conversation.transcript.event_logs) + if isinstance(event_log, Message) + ) + + def get_maybe_last_transcript_event_log(self) -> Optional[Message]: + return next(self._most_recent_transcript_messages(), None) + + def is_bot_in_medias_res(self): + last_message = self.get_maybe_last_transcript_event_log() + return ( + last_message is not None + and not last_message.is_backchannel + and last_message.sender == Sender.BOT + and not last_message.is_final + and last_message.text.strip() != "" + ) + + def is_bot_still_speaking(self): # in_medias_res OR bot has more utterances + transcript_messages_iter = self._most_recent_transcript_messages() + last_message, second_to_last_message = next(transcript_messages_iter, None), next( + transcript_messages_iter, None + ) + + is_first_bot_message = ( + second_to_last_message is None or second_to_last_message.sender == Sender.HUMAN + ) + + return ( + last_message is not None + and not last_message.is_backchannel + and last_message.sender == Sender.BOT + and (not last_message.is_final or not last_message.is_end_of_turn) + and not (is_first_bot_message and last_message.text.strip() == "") + ) async def process(self, transcription: Transcription): self.conversation.mark_last_action_timestamp() if transcription.message.strip() == "": - self.conversation.logger.info("Ignoring empty transcription") + logger.info("Ignoring empty transcription") + return + # ignore utterances during the initial message but still add them to the transcript + initial_message_ongoing = not self.conversation.initial_message_tracker.is_set() + if initial_message_ongoing or self.should_ignore_utterance(transcription): + logger.info( + f"Ignoring utterance: {transcription.message}. IMO: {initial_message_ongoing}" + ) + self.has_associated_ignored_utterance = ( + not transcription.is_final # if it's final, we're done with this backchannel + ) + if transcription.is_final: + # for all ignored backchannels, store them to be added to the transcript later + self.human_backchannels_buffer.append(transcription) + return + if self.ignore_next_message and transcription.is_final: + # TODO: delete this once transcription reset is implemented for processing conference voicemail + # Push human message to transcript but do not respond + self.has_associated_ignored_utterance = False + agent_response_tracker = None + self.ignore_next_message = False return if transcription.is_final: - self.conversation.logger.debug( - "Got transcription: {}, confidence: {}".format( - transcription.message, transcription.confidence + if ( + self.deepgram_transcriber is not None + and self.deepgram_transcriber.is_first_transcription + ): + logger.debug( + "Switching to non-first transcription endpointing config if configured" + ) + self.deepgram_transcriber.is_first_transcription = False + logger.debug( + "Got transcription: {}, confidence: {}, wpm: {}".format( + transcription.message, + transcription.confidence, + transcription.wpm(), ) ) - if ( - not self.conversation.is_human_speaking - and self.conversation.is_interrupt(transcription) - ): + if not self.conversation.is_human_speaking: self.conversation.current_transcription_is_interrupt = ( self.conversation.broadcast_interrupt() ) + self.has_associated_unignored_utterance = not transcription.is_final if self.conversation.current_transcription_is_interrupt: - self.conversation.logger.debug("sending interrupt") - self.conversation.logger.debug("Human started speaking") + logger.debug("sent interrupt") + logger.debug("Human started speaking") - transcription.is_interrupt = ( - self.conversation.current_transcription_is_interrupt - ) + transcription.is_interrupt = self.conversation.current_transcription_is_interrupt self.conversation.is_human_speaking = not transcription.is_final if transcription.is_final: - # we use getattr here to avoid the dependency cycle between VonageCall and StreamingConversation + self.has_associated_ignored_utterance = False + self.has_associated_unignored_utterance = False + agent_response_tracker = None + + # clear out backchannels and add to the transcript + for human_backchannel in self.human_backchannels_buffer: + self.conversation.transcript.add_human_message( + text=human_backchannel.message, + conversation_id=self.conversation.id, + is_backchannel=True, + ) + self.human_backchannels_buffer = [] + + if transcription.is_interrupt: + transcription.bot_was_in_medias_res = self.is_bot_in_medias_res() + logger.debug( + f"Bot is {'not ' if not transcription.bot_was_in_medias_res else ''}in medias res" + ) + + self.conversation.speed_manager.update(transcription) + + self.conversation.warmup_synthesizer() + + # we use getattr here to avoid the dependency cycle between PhoneConversation and StreamingConversation event = self.interruptible_event_factory.create_interruptible_event( TranscriptionAgentInput( transcription=transcription, conversation_id=self.conversation.id, vonage_uuid=getattr(self.conversation, "vonage_uuid", None), twilio_sid=getattr(self.conversation, "twilio_sid", None), - ) + agent_response_tracker=agent_response_tracker, + ), ) self.output_queue.put_nowait(event) @@ -173,16 +331,14 @@ def __init__( self.filler_audio_started_event: Optional[threading.Event] = None async def wait_for_filler_audio_to_finish(self): - if ( - self.filler_audio_started_event is None - or not self.filler_audio_started_event.set() - ): - self.conversation.logger.debug( - "Not waiting for filler audio to finish since we didn't send any chunks" + if self.filler_audio_started_event is None or not self.filler_audio_started_event.set(): + logger.debug( + "Not waiting for filler audio to finish since we didn't send any chunks", ) return if self.interruptible_event and isinstance( - self.interruptible_event, InterruptibleAgentResponseEvent + self.interruptible_event, + InterruptibleAgentResponseEvent, ): await self.interruptible_event.agent_response_tracker.wait() @@ -195,11 +351,9 @@ async def process(self, item: InterruptibleAgentResponseEvent[FillerAudio]): assert self.conversation.filler_audio_config is not None filler_synthesis_result = filler_audio.create_synthesis_result() self.current_filler_seconds_per_chunk = filler_audio.seconds_per_chunk - silence_threshold = ( - self.conversation.filler_audio_config.silence_threshold_seconds - ) + silence_threshold = self.conversation.filler_audio_config.silence_threshold_seconds await asyncio.sleep(silence_threshold) - self.conversation.logger.debug("Sending filler audio to output") + logger.debug("Sending filler audio to output") self.filler_audio_started_event = threading.Event() await self.conversation.send_speech_to_output( filler_audio.message.text, @@ -219,7 +373,9 @@ def __init__( self, input_queue: asyncio.Queue[InterruptibleAgentResponseEvent[AgentResponse]], output_queue: asyncio.Queue[ - InterruptibleAgentResponseEvent[Tuple[BaseMessage, SynthesisResult]] + InterruptibleAgentResponseEvent[ + Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] + ] ], conversation: "StreamingConversation", interruptible_event_factory: InterruptibleEventFactory, @@ -232,22 +388,16 @@ def __init__( self.output_queue = output_queue self.conversation = conversation self.interruptible_event_factory = interruptible_event_factory - self.chunk_size = ( - get_chunk_size_per_second( - self.conversation.synthesizer.get_synthesizer_config().audio_encoding, - self.conversation.synthesizer.get_synthesizer_config().sampling_rate, - ) - * TEXT_TO_SPEECH_CHUNK_SIZE_SECONDS - ) + self.chunk_size = self.conversation._get_synthesizer_chunk_size() + self.last_agent_response_tracker: Optional[asyncio.Event] = None + self.is_first_text_chunk = True def send_filler_audio(self, agent_response_tracker: Optional[asyncio.Event]): assert self.conversation.filler_audio_worker is not None - self.conversation.logger.debug("Sending filler audio") + logger.debug("Sending filler audio") if self.conversation.synthesizer.filler_audios: - filler_audio = random.choice( - self.conversation.synthesizer.filler_audios - ) - self.conversation.logger.debug(f"Chose {filler_audio.message.text}") + filler_audio = random.choice(self.conversation.synthesizer.filler_audios) + logger.debug(f"Chose {filler_audio.message.text}") event = self.interruptible_event_factory.create_interruptible_agent_response_event( filler_audio, is_interruptible=filler_audio.is_interruptible, @@ -255,15 +405,11 @@ def send_filler_audio(self, agent_response_tracker: Optional[asyncio.Event]): ) self.conversation.filler_audio_worker.consume_nonblocking(event) else: - self.conversation.logger.debug( - "No filler audio available for synthesizer" - ) + logger.debug("No filler audio available for synthesizer") async def process(self, item: InterruptibleAgentResponseEvent[AgentResponse]): if not self.conversation.synthesis_enabled: - self.conversation.logger.debug( - "Synthesis disabled, not synthesizing speech" - ) + logger.debug("Synthesis disabled, not synthesizing speech") return try: agent_response = item.payload @@ -271,32 +417,101 @@ async def process(self, item: InterruptibleAgentResponseEvent[AgentResponse]): self.send_filler_audio(item.agent_response_tracker) return if isinstance(agent_response, AgentResponseStop): - self.conversation.logger.debug("Agent requested to stop") + logger.debug("Agent requested to stop") + if self.last_agent_response_tracker is not None: + await self.last_agent_response_tracker.wait() item.agent_response_tracker.set() - await self.conversation.terminate() + await self.conversation.mark_terminated(bot_disconnect=True) return - agent_response_message = typing.cast( - AgentResponseMessage, agent_response - ) + agent_response_message = typing.cast(AgentResponseMessage, agent_response) if self.conversation.filler_audio_worker is not None: - if ( - self.conversation.filler_audio_worker.interrupt_current_filler_audio() - ): + if self.conversation.filler_audio_worker.interrupt_current_filler_audio(): await self.conversation.filler_audio_worker.wait_for_filler_audio_to_finish() - self.conversation.logger.debug("Synthesizing speech for message") - synthesis_result = await self.conversation.synthesizer.create_speech( - agent_response_message.message, - self.chunk_size, - bot_sentiment=self.conversation.bot_sentiment, - ) - self.produce_interruptible_agent_response_event_nonblocking( - (agent_response_message.message, synthesis_result), - is_interruptible=item.is_interruptible, - agent_response_tracker=item.agent_response_tracker, + if isinstance(agent_response_message.message, EndOfTurn): + logger.debug("Sending end of turn") + if isinstance(self.conversation.synthesizer, InputStreamingSynthesizer): + await self.conversation.synthesizer.handle_end_of_turn() + self.produce_interruptible_agent_response_event_nonblocking( + (agent_response_message.message, None), + is_interruptible=item.is_interruptible, + agent_response_tracker=item.agent_response_tracker, + ) + self.is_first_text_chunk = True + return + + synthesizer_base_name: Optional[str] = ( + synthesizer_base_name_if_should_report_to_sentry(self.conversation.synthesizer) ) + create_speech_span: Optional[Span] = None + ttft_span: Optional[Span] = None + synthesis_span: Optional[Span] = None + if synthesizer_base_name and agent_response_message.is_first: + complete_span_by_op(CustomSentrySpans.LANGUAGE_MODEL_TIME_TO_FIRST_TOKEN) + + sentry_create_span( + sentry_callable=sentry_sdk.start_span, + op=CustomSentrySpans.SYNTHESIS_TIME_TO_FIRST_TOKEN, + ) + + synthesis_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, + op=f"{synthesizer_base_name}{CustomSentrySpans.SYNTHESIZER_SYNTHESIS_TOTAL}", + ) + if synthesis_span: + ttft_span = sentry_create_span( + sentry_callable=synthesis_span.start_child, + op=f"{synthesizer_base_name}{CustomSentrySpans.SYNTHESIZER_TIME_TO_FIRST_TOKEN}", + ) + if ttft_span: + create_speech_span = sentry_create_span( + sentry_callable=ttft_span.start_child, + op=f"{synthesizer_base_name}{CustomSentrySpans.SYNTHESIZER_CREATE_SPEECH}", + ) + maybe_synthesis_result: Optional[SynthesisResult] = None + if isinstance( + self.conversation.synthesizer, + InputStreamingSynthesizer, + ) and isinstance(agent_response_message.message, LLMToken): + logger.debug("Sending chunk to synthesizer") + await self.conversation.synthesizer.send_token_to_synthesizer( + message=agent_response_message.message, + chunk_size=self.chunk_size, + ) + else: + logger.debug("Synthesizing speech for message") + maybe_synthesis_result = await self.conversation.synthesizer.create_speech( + agent_response_message.message, + self.chunk_size, + is_first_text_chunk=self.is_first_text_chunk, + is_sole_text_chunk=agent_response_message.is_sole_text_chunk, + ) + if create_speech_span: + create_speech_span.finish() + # For input streaming synthesizers, subsequent chunks are contained in the same SynthesisResult + if isinstance(self.conversation.synthesizer, InputStreamingSynthesizer): + if not self.is_first_text_chunk: + maybe_synthesis_result = None + elif isinstance(agent_response_message.message, LLMToken): + maybe_synthesis_result = ( + self.conversation.synthesizer.get_current_utterance_synthesis_result() + ) + if maybe_synthesis_result is not None: + synthesis_result = maybe_synthesis_result + synthesis_result.is_first = agent_response_message.is_first + if not synthesis_result.cached and synthesis_span: + synthesis_result.synthesis_total_span = synthesis_span + synthesis_result.ttft_span = ttft_span + self.produce_interruptible_agent_response_event_nonblocking( + (agent_response_message.message, synthesis_result), + is_interruptible=item.is_interruptible, + agent_response_tracker=item.agent_response_tracker, + ) + self.last_agent_response_tracker = item.agent_response_tracker + if not isinstance(agent_response_message.message, SilenceMessage): + self.is_first_text_chunk = False except asyncio.CancelledError: pass @@ -306,30 +521,47 @@ class SynthesisResultsWorker(InterruptibleAgentResponseWorker): def __init__( self, input_queue: asyncio.Queue[ - InterruptibleAgentResponseEvent[Tuple[BaseMessage, SynthesisResult]] + InterruptibleAgentResponseEvent[ + Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] + ] ], conversation: "StreamingConversation", ): super().__init__(input_queue=input_queue) self.input_queue = input_queue self.conversation = conversation + self.last_transcript_message: Optional[Message] = None async def process( self, - item: InterruptibleAgentResponseEvent[Tuple[BaseMessage, SynthesisResult]], + item: InterruptibleAgentResponseEvent[ + Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] + ], ): try: message, synthesis_result = item.payload + if isinstance(message, EndOfTurn): + if self.last_transcript_message is not None: + self.last_transcript_message.is_end_of_turn = True + item.agent_response_tracker.set() + return + assert synthesis_result is not None # create an empty transcript message and attach it to the transcript transcript_message = Message( text="", sender=Sender.BOT, + is_backchannel=isinstance(message, BotBackchannel), ) - self.conversation.transcript.add_message( - message=transcript_message, - conversation_id=self.conversation.id, - publish_to_events_manager=False, - ) + if not isinstance(message, SilenceMessage): + self.conversation.transcript.add_message( + message=transcript_message, + conversation_id=self.conversation.id, + publish_to_events_manager=False, + ) + if isinstance(message, SilenceMessage): + logger.debug(f"Sending {message.trailing_silence_seconds} seconds of silence") + elif isinstance(message, BotBackchannel): + logger.debug(f"Sending backchannel: {message}") message_sent, cut_off = await self.conversation.send_speech_to_output( message.text, synthesis_result, @@ -343,25 +575,10 @@ async def process( conversation_id=self.conversation.id, ) item.agent_response_tracker.set() - self.conversation.logger.debug("Message sent: {}".format(message_sent)) + logger.debug("Message sent: {}".format(message_sent)) if cut_off: - self.conversation.agent.update_last_bot_message_on_cut_off( - message_sent - ) - if self.conversation.agent.agent_config.end_conversation_on_goodbye: - goodbye_detected_task = ( - self.conversation.agent.create_goodbye_detection_task( - message_sent - ) - ) - try: - if await asyncio.wait_for(goodbye_detected_task, 0.1): - self.conversation.logger.debug( - "Agent said goodbye, ending call" - ) - await self.conversation.terminate() - except asyncio.TimeoutError: - pass + self.conversation.agent.update_last_bot_message_on_cut_off(message_sent) + self.last_transcript_message = transcript_message except asyncio.CancelledError: pass @@ -371,16 +588,12 @@ def __init__( transcriber: BaseTranscriber[TranscriberConfig], agent: BaseAgent, synthesizer: BaseSynthesizer, + speed_coefficient: float = 1.0, conversation_id: Optional[str] = None, per_chunk_allowance_seconds: float = PER_CHUNK_ALLOWANCE_SECONDS, events_manager: Optional[EventsManager] = None, - logger: Optional[logging.Logger] = None, ): self.id = conversation_id or create_conversation_id() - self.logger = wrap_logger( - logger or logging.getLogger(__name__), - conversation_id=self.id, - ) self.output_device = output_device self.transcriber = transcriber self.agent = agent @@ -388,16 +601,16 @@ def __init__( self.synthesis_enabled = True self.interruptible_events: queue.Queue[InterruptibleEvent] = queue.Queue() - self.interruptible_event_factory = self.QueueingInterruptibleEventFactory( - conversation=self - ) + self.interruptible_event_factory = self.QueueingInterruptibleEventFactory(conversation=self) self.agent.set_interruptible_event_factory(self.interruptible_event_factory) self.synthesis_results_queue: asyncio.Queue[ - InterruptibleAgentResponseEvent[Tuple[BaseMessage, SynthesisResult]] - ] = asyncio.Queue() - self.filler_audio_queue: asyncio.Queue[ - InterruptibleAgentResponseEvent[FillerAudio] + InterruptibleAgentResponseEvent[ + Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] + ] ] = asyncio.Queue() + self.filler_audio_queue: asyncio.Queue[InterruptibleAgentResponseEvent[FillerAudio]] = ( + asyncio.Queue() + ) self.state_manager = self.create_state_manager() self.transcriptions_worker = self.TranscriptionsWorker( input_queue=self.transcriber.output_queue, @@ -422,44 +635,49 @@ def __init__( ) self.actions_worker.attach_conversation_state_manager(self.state_manager) self.synthesis_results_worker = self.SynthesisResultsWorker( - input_queue=self.synthesis_results_queue, conversation=self + input_queue=self.synthesis_results_queue, + conversation=self, ) self.filler_audio_worker = None self.filler_audio_config: Optional[FillerAudioConfig] = None if self.agent.get_agent_config().send_filler_audio: self.filler_audio_worker = self.FillerAudioWorker( - input_queue=self.filler_audio_queue, conversation=self + input_queue=self.filler_audio_queue, + conversation=self, ) + self.speed_coefficient = speed_coefficient + self.speed_manager = SpeedManager( + speed_coefficient=self.speed_coefficient, + ) + self.transcriber.attach_speed_manager(self.speed_manager) + self.agent.attach_speed_manager(self.speed_manager) + self.events_manager = events_manager or EventsManager() self.events_task: Optional[asyncio.Task] = None self.per_chunk_allowance_seconds = per_chunk_allowance_seconds self.transcript = Transcript() self.transcript.attach_events_manager(self.events_manager) - self.bot_sentiment = None - if self.agent.get_agent_config().track_bot_sentiment: - self.sentiment_config = ( - self.synthesizer.get_synthesizer_config().sentiment_config - ) - if not self.sentiment_config: - self.sentiment_config = SentimentConfig() - self.bot_sentiment_analyser = BotSentimentAnalyser( - emotions=self.sentiment_config.emotions - ) self.is_human_speaking = False self.active = False self.mark_last_action_timestamp() self.check_for_idle_task: Optional[asyncio.Task] = None - self.track_bot_sentiment_task: Optional[asyncio.Task] = None + self.check_for_idle_paused = False self.current_transcription_is_interrupt: bool = False + self.initial_message_tracker = asyncio.Event() + # tracing self.start_time: Optional[float] = None self.end_time: Optional[float] = None + self.idle_time_threshold = ( + self.agent.get_agent_config().allowed_idle_time_seconds or ALLOWED_IDLE_TIME + ) + def create_state_manager(self) -> ConversationStateManager: return ConversationStateManager(conversation=self) @@ -477,77 +695,99 @@ async def start(self, mark_ready: Optional[Callable[[], Awaitable[None]]] = None if not is_ready: raise Exception("Transcriber startup failed") if self.agent.get_agent_config().send_filler_audio: - if not isinstance( - self.agent.get_agent_config().send_filler_audio, FillerAudioConfig - ): + if not isinstance(self.agent.get_agent_config().send_filler_audio, FillerAudioConfig): self.filler_audio_config = FillerAudioConfig() else: self.filler_audio_config = typing.cast( - FillerAudioConfig, self.agent.get_agent_config().send_filler_audio + FillerAudioConfig, + self.agent.get_agent_config().send_filler_audio, ) await self.synthesizer.set_filler_audios(self.filler_audio_config) self.agent.start() initial_message = self.agent.get_agent_config().initial_message if initial_message: - asyncio.create_task(self.send_initial_message(initial_message)) + asyncio_create_task_with_done_error_log( + self.send_initial_message(initial_message), + ) + else: + self.initial_message_tracker.set() self.agent.attach_transcript(self.transcript) if mark_ready: await mark_ready() - if self.synthesizer.get_synthesizer_config().sentiment_config: - await self.update_bot_sentiment() self.active = True - if self.synthesizer.get_synthesizer_config().sentiment_config: - self.track_bot_sentiment_task = asyncio.create_task( - self.track_bot_sentiment() - ) - self.check_for_idle_task = asyncio.create_task(self.check_for_idle()) + self.check_for_idle_task = asyncio_create_task_with_done_error_log( + self.check_for_idle(), + ) if len(self.events_manager.subscriptions) > 0: - self.events_task = asyncio.create_task(self.events_manager.start()) + self.events_task = asyncio_create_task_with_done_error_log( + self.events_manager.start(), + ) + + def set_check_for_idle_paused(self, paused: bool): + logger.debug(f"Setting idle check paused to {paused}") + if not paused: + self.mark_last_action_timestamp() + self.check_for_idle_paused = paused - async def send_initial_message(self, initial_message: BaseMessage): + async def send_initial_message( + self, + initial_message: BaseMessage, + ): # TODO: configure if initial message is interruptible - self.transcriber.mute() - initial_message_tracker = asyncio.Event() + delay = self.agent.get_agent_config().initial_message_delay + if delay > 0: + logger.info(f"Waiting {delay} seconds before initial message") + await asyncio.sleep(delay) + await self.send_single_message( + message=initial_message, + message_tracker=self.initial_message_tracker, + ) + await self.initial_message_tracker.wait() + + async def action_on_idle(self): + logger.debug("Conversation idle for too long, terminating") + await self.mark_terminated(bot_disconnect=True) + return + + async def check_for_idle(self): + """Asks if human is still on the line if no activity is detected, and terminates the conversation if not.""" + await self.initial_message_tracker.wait() + check_human_present_count = 0 + check_human_present_threshold = self.agent.get_agent_config().num_check_human_present_times + while self.is_active(): + if ( + not self.check_for_idle_paused + ) and time.time() - self.last_action_timestamp > self.idle_time_threshold: + if check_human_present_count >= check_human_present_threshold: + # Stop the phone call after some retries to prevent infinitely long call where human is just silent. + await self.action_on_idle() + await self.send_single_message( + message=BaseMessage(text=random.choice(CHECK_HUMAN_PRESENT_MESSAGE_CHOICES)), + ) + check_human_present_count += 1 + # wait till the idle time would have passed the threshold if no action occurs + await asyncio.sleep(ALLOWED_IDLE_TIME) + + async def send_single_message( + self, + message: BaseMessage, + message_tracker: Optional[asyncio.Event] = None, + ): agent_response_event = ( self.interruptible_event_factory.create_interruptible_agent_response_event( - AgentResponseMessage(message=initial_message), + AgentResponseMessage(message=message, is_sole_text_chunk=True), is_interruptible=False, - agent_response_tracker=initial_message_tracker, + agent_response_tracker=message_tracker, ) ) self.agent_responses_worker.consume_nonblocking(agent_response_event) - await initial_message_tracker.wait() - self.transcriber.unmute() - - async def check_for_idle(self): - """Terminates the conversation after 15 seconds if no activity is detected""" - while self.is_active(): - if time.time() - self.last_action_timestamp > ( - self.agent.get_agent_config().allowed_idle_time_seconds - or ALLOWED_IDLE_TIME - ): - self.logger.debug("Conversation idle for too long, terminating") - await self.terminate() - return - await asyncio.sleep(15) - - async def track_bot_sentiment(self): - """Updates self.bot_sentiment every second based on the current transcript""" - prev_transcript = None - while self.is_active(): - await asyncio.sleep(1) - if self.transcript.to_string() != prev_transcript: - await self.update_bot_sentiment() - prev_transcript = self.transcript.to_string() - - async def update_bot_sentiment(self): - new_bot_sentiment = await self.bot_sentiment_analyser.analyse( - self.transcript.to_string() + self.agent_responses_worker.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage(message=EndOfTurn()), + is_interruptible=True, + ), ) - if new_bot_sentiment.emotion: - self.logger.debug("Bot sentiment: %s", new_bot_sentiment) - self.bot_sentiment = new_bot_sentiment def receive_message(self, message: str): transcription = Transcription( @@ -561,7 +801,7 @@ def receive_audio(self, chunk: bytes): self.transcriber.send_audio(chunk) def warmup_synthesizer(self): - self.synthesizer.ready_synthesizer() + self.synthesizer.ready_synthesizer(self._get_synthesizer_chunk_size()) def mark_last_action_timestamp(self): self.last_action_timestamp = time.time() @@ -577,12 +817,16 @@ def broadcast_interrupt(self): interruptible_event = self.interruptible_events.get_nowait() if not interruptible_event.is_interrupted(): if interruptible_event.interrupt(): - self.logger.debug("Interrupting event") + logger.debug( + f"Interrupting event {type(interruptible_event.payload)} {interruptible_event.payload}", + ) num_interrupts += 1 except queue.Empty: break self.agent.cancel_current_task() self.agent_responses_worker.cancel_current_task() + if self.actions_worker: + self.actions_worker.cancel_current_task() return num_interrupts > 0 def is_interrupt(self, transcription: Transcription): @@ -590,12 +834,43 @@ def is_interrupt(self, transcription: Transcription): self.transcriber.get_transcriber_config().min_interrupt_confidence or 0 ) + def _maybe_create_first_chunk_span(self, synthesis_result: SynthesisResult, message: str): + first_chunk_span: Optional[Span] = None + if synthesis_result.synthesis_total_span: + synthesis_result.synthesis_total_span.set_tag("message_length", len(message)) + if synthesis_result.ttft_span: + synthesis_result.ttft_span.set_tag("message_length", len(message)) + first_chunk_span = sentry_create_span( + sentry_callable=synthesis_result.ttft_span.start_child, + op=CustomSentrySpans.SYNTHESIS_GENERATE_FIRST_CHUNK, + ) + return first_chunk_span + + def _track_first_chunk(self, first_chunk_span: Span, synthesis_result: SynthesisResult): + complete_span_by_op(CustomSentrySpans.SYNTHESIS_TIME_TO_FIRST_TOKEN) + first_chunk_span.finish() + if synthesis_result.ttft_span: + synthesis_result.ttft_span.finish() + complete_span_by_op(CustomSentrySpans.LATENCY_OF_CONVERSATION) + + def _get_synthesizer_chunk_size( + self, + seconds_per_chunk: float = TEXT_TO_SPEECH_CHUNK_SIZE_SECONDS, + ): + return int( + seconds_per_chunk + * get_chunk_size_per_second( + self.synthesizer.get_synthesizer_config().audio_encoding, + self.synthesizer.get_synthesizer_config().sampling_rate, + ), + ) + async def send_speech_to_output( self, message: str, synthesis_result: SynthesisResult, stop_event: threading.Event, - seconds_per_chunk: int, + seconds_per_chunk: float, transcript_message: Optional[Message] = None, started_event: Optional[threading.Event] = None, ): @@ -611,30 +886,50 @@ async def send_speech_to_output( Returns the message that was sent up to, and a flag if the message was cut off """ + + async def get_chunks( + output_queue: asyncio.Queue[Optional[SynthesisResult.ChunkResult]], + chunk_generator: AsyncGenerator[SynthesisResult.ChunkResult, None], + ): + try: + async for chunk_result in chunk_generator: + await output_queue.put(chunk_result) + except asyncio.CancelledError: + pass + finally: + await output_queue.put(None) # sentinel + if self.transcriber.get_transcriber_config().mute_during_speech: - self.logger.debug("Muting transcriber") + logger.debug("Muting transcriber") self.transcriber.mute() message_sent = message cut_off = False - chunk_size = seconds_per_chunk * get_chunk_size_per_second( - self.synthesizer.get_synthesizer_config().audio_encoding, - self.synthesizer.get_synthesizer_config().sampling_rate, - ) + chunk_size = self._get_synthesizer_chunk_size(seconds_per_chunk) chunk_idx = 0 - seconds_spoken = 0 - async for chunk_result in synthesis_result.chunk_generator: + seconds_spoken = 0.0 + logger.debug(f"Start sending speech {message} to output") + + first_chunk_span = self._maybe_create_first_chunk_span(synthesis_result, message) + chunk_queue: asyncio.Queue[Optional[SynthesisResult.ChunkResult]] = asyncio.Queue() + get_chunks_task = asyncio_create_task_with_done_error_log( + get_chunks(chunk_queue, synthesis_result.chunk_generator), + ) + first = True + while True: + chunk_result = await chunk_queue.get() + if chunk_result is None: + break + if first and first_chunk_span: + self._track_first_chunk(first_chunk_span, synthesis_result) + first = False start_time = time.time() - speech_length_seconds = seconds_per_chunk * ( - len(chunk_result.chunk) / chunk_size - ) + speech_length_seconds = seconds_per_chunk * (len(chunk_result.chunk) / chunk_size) seconds_spoken = chunk_idx * seconds_per_chunk if stop_event.is_set(): - self.logger.debug( - "Interrupted, stopping text to speech after {} chunks".format( - chunk_idx - ) + logger.debug( + "Interrupted, stopping text to speech after {} chunks".format(chunk_idx), ) - message_sent = f"{synthesis_result.get_message_up_to(seconds_spoken)}-" + message_sent = synthesis_result.get_message_up_to(seconds_spoken) cut_off = True break if chunk_idx == 0: @@ -648,73 +943,70 @@ async def send_speech_to_output( - (end_time - start_time) - self.per_chunk_allowance_seconds, 0, - ) - ) - self.logger.debug( - "Sent chunk {} with size {}".format(chunk_idx, len(chunk_result.chunk)) + ), ) self.mark_last_action_timestamp() chunk_idx += 1 seconds_spoken += seconds_per_chunk if transcript_message: - transcript_message.text = synthesis_result.get_message_up_to( - seconds_spoken - ) + transcript_message.text = synthesis_result.get_message_up_to(seconds_spoken) + get_chunks_task.cancel() if self.transcriber.get_transcriber_config().mute_during_speech: - self.logger.debug("Unmuting transcriber") + logger.debug("Unmuting transcriber") self.transcriber.unmute() if transcript_message: transcript_message.text = message_sent + transcript_message.is_final = not cut_off + if synthesis_result.synthesis_total_span: + synthesis_result.synthesis_total_span.finish() return message_sent, cut_off - def mark_terminated(self): + async def mark_terminated(self, bot_disconnect: bool = False): self.active = False async def terminate(self): - self.mark_terminated() + await self.mark_terminated() self.broadcast_interrupt() self.events_manager.publish_event( - TranscriptCompleteEvent(conversation_id=self.id, transcript=self.transcript) + TranscriptCompleteEvent( + conversation_id=self.id, + transcript=self.transcript, + ), ) if self.check_for_idle_task: - self.logger.debug("Terminating check_for_idle Task") + logger.debug("Terminating check_for_idle Task") self.check_for_idle_task.cancel() - if self.track_bot_sentiment_task: - self.logger.debug("Terminating track_bot_sentiment Task") - self.track_bot_sentiment_task.cancel() if self.events_manager and self.events_task: - self.logger.debug("Terminating events Task") + logger.debug("Terminating events Task") + self.events_task.cancel() await self.events_manager.flush() - self.logger.debug("Tearing down synthesizer") + logger.debug("Tearing down synthesizer") await self.synthesizer.tear_down() - self.logger.debug("Terminating agent") - if ( - isinstance(self.agent, ChatGPTAgent) - and self.agent.agent_config.vector_db_config - ): + logger.debug("Terminating agent") + if isinstance(self.agent, ChatGPTAgent) and self.agent.agent_config.vector_db_config: # Shutting down the vector db should be done in the agent's terminate method, # but it is done here because `vector_db.tear_down()` is async and # `agent.terminate()` is not async. - self.logger.debug("Terminating vector db") + logger.debug("Terminating vector db") await self.agent.vector_db.tear_down() self.agent.terminate() - self.logger.debug("Terminating output device") + logger.debug("Terminating output device") self.output_device.terminate() - self.logger.debug("Terminating speech transcriber") + logger.debug("Terminating speech transcriber") self.transcriber.terminate() - self.logger.debug("Terminating transcriptions worker") + logger.debug("Terminating transcriptions worker") self.transcriptions_worker.terminate() - self.logger.debug("Terminating final transcriptions worker") + logger.debug("Terminating final transcriptions worker") self.agent_responses_worker.terminate() - self.logger.debug("Terminating synthesis results worker") + logger.debug("Terminating synthesis results worker") self.synthesis_results_worker.terminate() if self.filler_audio_worker is not None: - self.logger.debug("Terminating filler audio worker") + logger.debug("Terminating filler audio worker") self.filler_audio_worker.terminate() if self.actions_worker is not None: - self.logger.debug("Terminating actions worker") + logger.debug("Terminating actions worker") self.actions_worker.terminate() - self.logger.debug("Successfully terminated") + logger.debug("Successfully terminated") def is_active(self): return self.active diff --git a/vocode/streaming/synthesizer/__init__.py b/vocode/streaming/synthesizer/__init__.py index 167c785743..e69de29bb2 100644 --- a/vocode/streaming/synthesizer/__init__.py +++ b/vocode/streaming/synthesizer/__init__.py @@ -1,14 +0,0 @@ -from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer -from vocode.streaming.synthesizer.bark_synthesizer import BarkSynthesizer -from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer -from vocode.streaming.synthesizer.coqui_synthesizer import CoquiSynthesizer -from vocode.streaming.synthesizer.coqui_tts_synthesizer import CoquiTTSSynthesizer -from vocode.streaming.synthesizer.eleven_labs_synthesizer import ElevenLabsSynthesizer -from vocode.streaming.synthesizer.google_synthesizer import GoogleSynthesizer -from vocode.streaming.synthesizer.gtts_synthesizer import GTTSSynthesizer -from vocode.streaming.synthesizer.play_ht_synthesizer import PlayHtSynthesizer -from vocode.streaming.synthesizer.rime_synthesizer import RimeSynthesizer -from vocode.streaming.synthesizer.polly_synthesizer import PollySynthesizer -from vocode.streaming.synthesizer.stream_elements_synthesizer import ( - StreamElementsSynthesizer, -) diff --git a/vocode/streaming/synthesizer/abstract_factory.py b/vocode/streaming/synthesizer/abstract_factory.py new file mode 100644 index 0000000000..864dabcefe --- /dev/null +++ b/vocode/streaming/synthesizer/abstract_factory.py @@ -0,0 +1,15 @@ +from abc import ABC, abstractmethod + +from vocode.streaming.models.synthesizer import SynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer +from vocode.streaming.utils.async_requester import AsyncRequestor + + +class AbstractSynthesizerFactory(ABC): + # TODO(DOW-48): Make this not require async_requestor + @abstractmethod + def create_synthesizer( + self, + synthesizer_config: SynthesizerConfig, + ) -> BaseSynthesizer: + pass diff --git a/vocode/streaming/synthesizer/audio_cache.py b/vocode/streaming/synthesizer/audio_cache.py new file mode 100644 index 0000000000..6d767b5bb7 --- /dev/null +++ b/vocode/streaming/synthesizer/audio_cache.py @@ -0,0 +1,47 @@ +from typing import Optional + +from loguru import logger + +from vocode.streaming.utils.redis import initialize_redis_bytes +from vocode.streaming.utils.singleton import Singleton + + +class AudioCache(Singleton): + def __init__(self): + self.redis = initialize_redis_bytes() + self.disabled = False + + @staticmethod + async def safe_create(): + if AudioCache in Singleton._instances: + return Singleton._instances[AudioCache] + + audio_cache = AudioCache() + try: + await audio_cache.redis.ping() + except Exception: + logger.warning("Redis ping failed on startup, disabling audio cache") + audio_cache.disabled = True + return audio_cache + + def get_audio_key(self, voice_identifier: str, text: str) -> str: + return f"audio_cache:{voice_identifier}:{text}" + + async def get_audio(self, voice_identifier: str, text: str) -> Optional[bytes]: + audio_key = self.get_audio_key(voice_identifier, text) + if self.disabled: + return None + return await self.redis.get(audio_key) + + async def set_audio( + self, voice_identifier: str, text: str, audio: bytes, ttl: Optional[int] = None + ): + # TODO: cache eviction + if self.disabled: + logger.warning("Audio cache is disabled") + return + logger.info(f"Setting audio for {voice_identifier} {text}") + audio_key = self.get_audio_key(voice_identifier, text) + await self.redis.set(audio_key, audio) + if ttl is not None: + await self.redis.expire(audio_key, ttl) diff --git a/vocode/streaming/synthesizer/azure_synthesizer.py b/vocode/streaming/synthesizer/azure_synthesizer.py index ceb7dd6d50..f2aaf2122c 100644 --- a/vocode/streaming/synthesizer/azure_synthesizer.py +++ b/vocode/streaming/synthesizer/azure_synthesizer.py @@ -1,31 +1,25 @@ import asyncio -from concurrent.futures import ThreadPoolExecutor -import logging import os import re -from typing import Any, List, Optional, Tuple +from concurrent.futures import ThreadPoolExecutor +from typing import List, Optional from xml.etree import ElementTree -import aiohttp -from vocode import getenv -from opentelemetry.context.context import Context -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment -from vocode.streaming.models.message import BaseMessage, SSMLMessage +import azure.cognitiveservices.speech as speechsdk +from loguru import logger +from vocode import getenv +from vocode.streaming.models.audio import AudioEncoding, SamplingRate +from vocode.streaming.models.message import BaseMessage, SSMLMessage +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - FILLER_PHRASES, FILLER_AUDIO_PATH, + FILLER_PHRASES, + BaseSynthesizer, FillerAudio, + SynthesisResult, encode_as_wav, - tracer, ) -from vocode.streaming.models.synthesizer import AzureSynthesizerConfig, SynthesizerType -from vocode.streaming.models.audio_encoding import AudioEncoding - -import azure.cognitiveservices.speech as speechsdk - NAMESPACES = { "mstts": "https://www.w3.org/2001/mstts", @@ -35,6 +29,8 @@ ElementTree.register_namespace("", NAMESPACES[""]) ElementTree.register_namespace("mstts", NAMESPACES["mstts"]) +_AZURE_INSIDE_VOICE_REGEX = r"]*>(.*?)<\/voice>" + class WordBoundaryEventPool: def __init__(self): @@ -60,12 +56,10 @@ class AzureSynthesizer(BaseSynthesizer[AzureSynthesizerConfig]): def __init__( self, synthesizer_config: AzureSynthesizerConfig, - logger: Optional[logging.Logger] = None, azure_speech_key: Optional[str] = None, azure_speech_region: Optional[str] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): - super().__init__(synthesizer_config, aiohttp_session) + super().__init__(synthesizer_config) # Instantiates a client azure_speech_key = azure_speech_key or getenv("AZURE_SPEECH_KEY") azure_speech_region = azure_speech_region or getenv("AZURE_SPEECH_REGION") @@ -81,23 +75,23 @@ def __init__( subscription=azure_speech_key, region=azure_speech_region ) if self.synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: - if self.synthesizer_config.sampling_rate == 44100: + if self.synthesizer_config.sampling_rate == SamplingRate.RATE_44100: speech_config.set_speech_synthesis_output_format( speechsdk.SpeechSynthesisOutputFormat.Raw44100Hz16BitMonoPcm ) - if self.synthesizer_config.sampling_rate == 48000: + if self.synthesizer_config.sampling_rate == SamplingRate.RATE_48000: speech_config.set_speech_synthesis_output_format( speechsdk.SpeechSynthesisOutputFormat.Raw48Khz16BitMonoPcm ) - if self.synthesizer_config.sampling_rate == 24000: + if self.synthesizer_config.sampling_rate == SamplingRate.RATE_24000: speech_config.set_speech_synthesis_output_format( speechsdk.SpeechSynthesisOutputFormat.Raw24Khz16BitMonoPcm ) - elif self.synthesizer_config.sampling_rate == 16000: + elif self.synthesizer_config.sampling_rate == SamplingRate.RATE_16000: speech_config.set_speech_synthesis_output_format( speechsdk.SpeechSynthesisOutputFormat.Raw16Khz16BitMonoPcm ) - elif self.synthesizer_config.sampling_rate == 8000: + elif self.synthesizer_config.sampling_rate == SamplingRate.RATE_8000: speech_config.set_speech_synthesis_output_format( speechsdk.SpeechSynthesisOutputFormat.Raw8Khz16BitMonoPcm ) @@ -113,7 +107,19 @@ def __init__( self.pitch = self.synthesizer_config.pitch self.rate = self.synthesizer_config.rate self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) - self.logger = logger or logging.getLogger(__name__) + + @classmethod + def get_voice_identifier(cls, synthesizer_config: AzureSynthesizerConfig) -> str: + return ":".join( + ( + "azure", + synthesizer_config.voice_name, + str(synthesizer_config.pitch), + str(synthesizer_config.rate), + synthesizer_config.language_code, + synthesizer_config.audio_encoding, + ) + ) async def get_phrase_filler_audios(self) -> List[FillerAudio]: filler_phrase_audios = [] @@ -133,7 +139,7 @@ async def get_phrase_filler_audios(self) -> List[FillerAudio]: if os.path.exists(filler_audio_path): audio_data = open(filler_audio_path, "rb").read() else: - self.logger.debug(f"Generating filler audio for {filler_phrase.text}") + logger.debug(f"Generating filler audio for {filler_phrase.text}") ssml = self.create_ssml(filler_phrase.text) result = await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, self.synthesizer.speak_ssml, ssml @@ -166,9 +172,7 @@ def add_marks(self, message: str, index=0) -> str: def word_boundary_cb(self, evt, pool): pool.add(evt) - def create_ssml( - self, message: str, bot_sentiment: Optional[BotSentiment] = None - ) -> str: + def create_ssml(self, message: str) -> str: voice_language_code = self.synthesizer_config.voice_name[:5] ssml_root = ElementTree.fromstring( f'' @@ -181,38 +185,33 @@ def create_ssml( voice_root = lang else: voice_root = voice - if bot_sentiment and bot_sentiment.emotion: - styled = ElementTree.SubElement( - voice, "{%s}express-as" % NAMESPACES.get("mstts") - ) - styled.set("style", bot_sentiment.emotion) - styled.set( - "styledegree", str(bot_sentiment.degree * 2) - ) # Azure specific, it's a scale of 0-2 - voice_root = styled # this ugly hack is necessary so we can limit the gap between sentences # for normal sentences, it seems like the gap is > 500ms, so we're able to reduce it to 500ms # for very tiny sentences, the API hangs - so we heuristically only update the silence gap # if there is more than one word in the sentence if " " in message: - silence = ElementTree.SubElement( - voice_root, "{%s}silence" % NAMESPACES.get("mstts") - ) + silence = ElementTree.SubElement(voice_root, "{%s}silence" % NAMESPACES.get("mstts")) silence.set("value", "500ms") silence.set("type", "Tailing-exact") prosody = ElementTree.SubElement(voice_root, "prosody") prosody.set("pitch", f"{self.pitch}%") prosody.set("rate", f"{self.rate}%") prosody.text = message.strip() - return ElementTree.tostring(ssml_root, encoding="unicode") + ssml = ElementTree.tostring(ssml_root, encoding="unicode") + regmatch = re.search(_AZURE_INSIDE_VOICE_REGEX, ssml, re.DOTALL) + if regmatch: + self.total_chars += len(regmatch.group(1)) + return ssml def synthesize_ssml(self, ssml: str) -> speechsdk.AudioDataStream: result = self.synthesizer.start_speaking_ssml_async(ssml).get() return speechsdk.AudioDataStream(result) - def ready_synthesizer(self): - connection = speechsdk.Connection.from_speech_synthesizer(self.synthesizer) - connection.open(True) + def ready_synthesizer(self, chunk_size: int): + # TODO: remove warming up the synthesizer for now + # connection = speechsdk.Connection.from_speech_synthesizer(self.synthesizer) + # connection.open(True) + pass # given the number of seconds the message was allowed to go until, where did we get in the message? def get_message_up_to( @@ -230,15 +229,16 @@ def get_message_up_to( return ssml_fragment.split(">")[-1] return message - async def create_speech( + async def create_speech_uncached( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: # offset = int(self.OFFSET_MS * (self.synthesizer_config.sampling_rate / 1000)) offset = 0 - self.logger.debug(f"Synthesizing message: {message}") + logger.debug(f"Synthesizing message: {message}") # Azure will return no audio for certain strings like "-", "[-", and "!" # which causes the `chunk_generator` below to hang. Return an empty @@ -258,15 +258,12 @@ async def chunk_generator( lambda: audio_data_stream.read_data(audio_buffer), ) if filled_size != chunk_size: - yield SynthesisResult.ChunkResult( - chunk_transform(audio_buffer[offset:]), True - ) + yield SynthesisResult.ChunkResult(chunk_transform(audio_buffer[offset:]), True) return else: - yield SynthesisResult.ChunkResult( - chunk_transform(audio_buffer[offset:]), False - ) + yield SynthesisResult.ChunkResult(chunk_transform(audio_buffer[offset:]), False) while True: + audio_buffer = bytes(chunk_size) filled_size = audio_data_stream.read_data(audio_buffer) if filled_size != chunk_size: yield SynthesisResult.ChunkResult( @@ -279,11 +276,7 @@ async def chunk_generator( self.synthesizer.synthesis_word_boundary.connect( lambda event: self.word_boundary_cb(event, word_boundary_event_pool) ) - ssml = ( - message.ssml - if isinstance(message, SSMLMessage) - else self.create_ssml(message.text, bot_sentiment=bot_sentiment) - ) + ssml = message.ssml if isinstance(message, SSMLMessage) else self.create_ssml(message.text) audio_data_stream = await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, self.synthesize_ssml, ssml ) diff --git a/vocode/streaming/synthesizer/bark_synthesizer.py b/vocode/streaming/synthesizer/bark_synthesizer.py index d8a79d5c67..e6f9058baf 100644 --- a/vocode/streaming/synthesizer/bark_synthesizer.py +++ b/vocode/streaming/synthesizer/bark_synthesizer.py @@ -1,36 +1,27 @@ import asyncio -from concurrent.futures import ThreadPoolExecutor import io +from concurrent.futures import ThreadPoolExecutor + import numpy as np -import logging -from typing import Optional +from bark import SAMPLE_RATE, generate_audio, preload_models +from loguru import logger from scipy.io.wavfile import write as write_wav -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - tracer, -) -from vocode.streaming.models.synthesizer import BarkSynthesizerConfig, SynthesizerType -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment -from vocode.streaming.models.message import BaseMessage -from opentelemetry.context.context import Context +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import BarkSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult class BarkSynthesizer(BaseSynthesizer[BarkSynthesizerConfig]): def __init__( self, synthesizer_config: BarkSynthesizerConfig, - logger: Optional[logging.Logger] = None, ) -> None: super().__init__(synthesizer_config) - from bark import SAMPLE_RATE, generate_audio, preload_models - self.SAMPLE_RATE = SAMPLE_RATE self.generate_audio = generate_audio - self.logger = logger or logging.getLogger(__name__) - self.logger.info("Loading Bark models") + logger.info("Loading Bark models") preload_models(**self.synthesizer_config.preload_kwargs) self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) @@ -38,22 +29,16 @@ async def create_speech( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.BARK.value.split('_', 1)[-1]}.create_total", - ) - self.logger.debug("Bark synthesizing audio") + logger.debug("Bark synthesizing audio") audio_array = await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, self.generate_audio, message.text, **self.synthesizer_config.generate_kwargs, ) - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.BARK.value.split('_', 1)[-1]}.convert", - ) int_audio_arr = (audio_array * np.iinfo(np.int16).max).astype(np.int16) output_bytes_io = io.BytesIO() @@ -66,5 +51,4 @@ async def create_speech( chunk_size=chunk_size, ) - convert_span.end() return result diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index 0ca78464a8..e3e86661fe 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -1,33 +1,27 @@ import asyncio -import os -from typing import ( - Any, - AsyncGenerator, - Generator, - Callable, - Generic, - List, - Optional, - Tuple, - TypeVar, - Union, -) -import math +import audioop import io +import math +import os import wave +from typing import Any, AsyncGenerator, Callable, Generic, List, Optional, Tuple, TypeVar, Union + import aiohttp +from loguru import logger from nltk.tokenize import word_tokenize from nltk.tokenize.treebank import TreebankWordDetokenizer -from opentelemetry import trace -from opentelemetry.trace import Span +from sentry_sdk.tracing import Span as SentrySpan -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment from vocode.streaming.models.agent import FillerAudioConfig -from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.audio import AudioEncoding, SamplingRate +from vocode.streaming.models.message import BaseMessage, BotBackchannel, SilenceMessage +from vocode.streaming.models.synthesizer import SynthesizerConfig +from vocode.streaming.synthesizer.audio_cache import AudioCache from vocode.streaming.synthesizer.miniaudio_worker import MiniaudioWorker +from vocode.streaming.telephony.constants import MULAW_SILENCE_BYTE, PCM_SILENCE_BYTE from vocode.streaming.utils import convert_wav, get_chunk_size_per_second -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.synthesizer import SynthesizerConfig +from vocode.streaming.utils.async_requester import AsyncRequestor +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log FILLER_PHRASES = [ BaseMessage(text="Um..."), @@ -55,9 +49,6 @@ def encode_as_wav(chunk: bytes, synthesizer_config: SynthesizerConfig) -> bytes: return output_bytes_io.read() -tracer = trace.get_tracer(__name__) - - class SynthesisResult: class ChunkResult: def __init__(self, chunk: bytes, is_last_chunk: bool): @@ -68,9 +59,17 @@ def __init__( self, chunk_generator: AsyncGenerator[ChunkResult, None], get_message_up_to: Callable[[float], str], + cached: bool = False, + is_first: bool = False, + synthesis_total_span: Optional[SentrySpan] = None, + ttft_span: Optional[SentrySpan] = None, ): self.chunk_generator = chunk_generator self.get_message_up_to = get_message_up_to + self.cached = cached + self.is_first = is_first + self.synthesis_total_span = synthesis_total_span + self.ttft_span = ttft_span class FillerAudio: @@ -100,9 +99,7 @@ def create_synthesis_result(self) -> SynthesisResult: async def chunk_generator(chunk_transform=lambda x: x): for i in range(0, len(self.audio_data), chunk_size): if i + chunk_size > len(self.audio_data): - yield SynthesisResult.ChunkResult( - chunk_transform(self.audio_data[i:]), True - ) + yield SynthesisResult.ChunkResult(chunk_transform(self.audio_data[i:]), True) else: yield SynthesisResult.ChunkResult( chunk_transform(self.audio_data[i : i + chunk_size]), False @@ -117,6 +114,104 @@ async def chunk_generator(chunk_transform=lambda x: x): return SynthesisResult(output_generator, lambda seconds: self.message.text) +class CachedAudio: + def __init__( + self, + message: BaseMessage, + audio_data: bytes, + synthesizer_config: SynthesizerConfig, + trailing_silence_seconds: float = 0.0, + ): + self.message = message + self.audio_data = audio_data + self.synthesizer_config = synthesizer_config + self.trailing_silence_seconds = trailing_silence_seconds + + def create_synthesis_result(self, chunk_size) -> SynthesisResult: + async def chunk_generator(): + if isinstance(self.message, BotBackchannel): + yield SynthesisResult.ChunkResult( + self.audio_data, self.trailing_silence_seconds == 0.0 + ) + else: + for i in range(0, len(self.audio_data), chunk_size): + if i + chunk_size > len(self.audio_data): + yield SynthesisResult.ChunkResult( + self.audio_data[i:], self.trailing_silence_seconds == 0.0 + ) + else: + yield SynthesisResult.ChunkResult( + self.audio_data[i : i + chunk_size], False + ) + if self.trailing_silence_seconds > 0: + silence_synthesis_result = self.create_silence_synthesis_result(chunk_size) + async for chunk_result in silence_synthesis_result.chunk_generator: + yield chunk_result + + if isinstance(self.message, BotBackchannel): + + def get_message_up_to(seconds): + return self.message.text + + else: + + def get_message_up_to(seconds): + return BaseSynthesizer.get_message_cutoff_from_total_response_length( + self.synthesizer_config, self.message, seconds, len(self.audio_data) + ) + + return SynthesisResult( + chunk_generator=chunk_generator(), + get_message_up_to=get_message_up_to, + cached=True, + ) + + def create_silence_synthesis_result(self, chunk_size) -> SynthesisResult: + async def chunk_generator(): + size_of_silence = int( + self.trailing_silence_seconds * self.synthesizer_config.sampling_rate + ) + silence_byte: bytes + if self.synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: + silence_byte = PCM_SILENCE_BYTE + size_of_silence *= 2 + elif self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + silence_byte = MULAW_SILENCE_BYTE + + for _ in range( + 0, + size_of_silence, + chunk_size, + ): + yield SynthesisResult.ChunkResult(silence_byte * chunk_size, False) + yield SynthesisResult.ChunkResult(silence_byte * chunk_size, True) + + def get_message_up_to(seconds): + return "" + + return SynthesisResult( + chunk_generator(), + get_message_up_to, + ) + + +class SilenceAudio(CachedAudio): + def __init__( + self, + message: SilenceMessage, + synthesizer_config: SynthesizerConfig, + ): + super().__init__( + message, + b"", + synthesizer_config, + trailing_silence_seconds=message.trailing_silence_seconds, + ) + + def create_synthesis_result(self, chunk_size) -> SynthesisResult: + return self.create_silence_synthesis_result(chunk_size) + + SynthesizerConfigType = TypeVar("SynthesizerConfigType", bound=SynthesizerConfig) @@ -124,21 +219,20 @@ class BaseSynthesizer(Generic[SynthesizerConfigType]): def __init__( self, synthesizer_config: SynthesizerConfigType, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): self.synthesizer_config = synthesizer_config if synthesizer_config.audio_encoding == AudioEncoding.MULAW: assert ( - synthesizer_config.sampling_rate == 8000 + synthesizer_config.sampling_rate == SamplingRate.RATE_8000 ), "MuLaw encoding only supports 8kHz sampling rate" self.filler_audios: List[FillerAudio] = [] - if aiohttp_session: - # the caller is responsible for closing the session - self.aiohttp_session = aiohttp_session - self.should_close_session_on_tear_down = False - else: - self.aiohttp_session = aiohttp.ClientSession() - self.should_close_session_on_tear_down = True + self.async_requestor = AsyncRequestor() + self.total_chars: int = 0 + self.cost_per_char: Optional[float] = None + + @classmethod + def get_voice_identifier(cls, synthesizer_config: SynthesizerConfigType) -> str: + raise NotImplementedError async def empty_generator(self): yield SynthesisResult.ChunkResult(b"", True) @@ -159,6 +253,9 @@ def get_typing_noise_filler_audio(self) -> FillerAudio: seconds_per_chunk=2, ) + def get_cost(self) -> float: + raise NotImplementedError + async def set_filler_audios(self, filler_audio_config: FillerAudioConfig): if filler_audio_config.use_phrases: self.filler_audios = await self.get_phrase_filler_audios() @@ -168,7 +265,7 @@ async def set_filler_audios(self, filler_audio_config: FillerAudioConfig): async def get_phrase_filler_audios(self) -> List[FillerAudio]: return [] - def ready_synthesizer(self): + def ready_synthesizer(self, chunk_size: int): pass # given the number of seconds the message was allowed to go until, where did we get in the message? @@ -195,16 +292,69 @@ def get_message_cutoff_from_voice_speed( tokens = word_tokenize(message.text) return TreebankWordDetokenizer().detokenize(tokens[:estimated_words_spoken]) - # returns a chunk generator and a thunk that can tell you what part of the message was read given the number of seconds spoken - # chunk generator must return a ChunkResult, essentially a tuple (bytes of size chunk_size, flag if it is the last chunk) - async def create_speech( + async def get_cached_audio( + self, + message: BaseMessage, + ) -> Optional[CachedAudio]: + audio_cache = await AudioCache.safe_create() + cache_phrase = message.cache_phrase or message.text.strip() + audio_data = await audio_cache.get_audio( + self.get_voice_identifier(self.synthesizer_config), cache_phrase + ) + if audio_data is None: + return None + logger.info(f"Got cached audio for {cache_phrase}") + + trailing_silence_seconds = 0.0 + if isinstance(message, BotBackchannel): + trailing_silence_seconds = message.trailing_silence_seconds + return CachedAudio(message, audio_data, self.synthesizer_config, trailing_silence_seconds) + + async def create_speech_uncached( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: raise NotImplementedError + async def create_speech( + self, + message: BaseMessage, + chunk_size: int, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, + ) -> SynthesisResult: + if isinstance(message, SilenceMessage): + return SilenceAudio( + message, + self.synthesizer_config, + ).create_synthesis_result(chunk_size) + + maybe_cached_audio = await self.get_cached_audio(message) + if maybe_cached_audio is not None: + return maybe_cached_audio.create_synthesis_result(chunk_size) + return await self.create_speech_uncached( + message, + chunk_size, + is_first_text_chunk=is_first_text_chunk, + is_sole_text_chunk=is_sole_text_chunk, + ) + + async def chunk_result_generator_from_queue(self, chunk_queue: asyncio.Queue[Optional[bytes]]): + while True: + try: + chunk = await chunk_queue.get() + if chunk is None: + break + yield SynthesisResult.ChunkResult( + chunk=chunk, + is_last_chunk=False, + ) + except asyncio.CancelledError: + break + # @param file - a file-like object in wav format @staticmethod def create_synthesis_result_from_wav( @@ -220,16 +370,15 @@ def create_synthesis_result_from_wav( ) if synthesizer_config.should_encode_as_wav: - chunk_transform = lambda chunk: encode_as_wav(chunk, synthesizer_config) + chunk_transform = lambda chunk: encode_as_wav(chunk, synthesizer_config) # noqa: E731 + else: - chunk_transform = lambda chunk: chunk + chunk_transform = lambda chunk: chunk # noqa: E731 async def chunk_generator(output_bytes): for i in range(0, len(output_bytes), chunk_size): if i + chunk_size > len(output_bytes): - yield SynthesisResult.ChunkResult( - chunk_transform(output_bytes[i:]), True - ) + yield SynthesisResult.ChunkResult(chunk_transform(output_bytes[i:]), True) else: yield SynthesisResult.ChunkResult( chunk_transform(output_bytes[i : i + chunk_size]), False @@ -246,14 +395,9 @@ async def experimental_mp3_streaming_output_generator( self, response: aiohttp.ClientResponse, chunk_size: int, - create_speech_span: Optional[Span], ) -> AsyncGenerator[SynthesisResult.ChunkResult, None]: - miniaudio_worker_input_queue: asyncio.Queue[Union[bytes, None]] = ( - asyncio.Queue() - ) - miniaudio_worker_output_queue: asyncio.Queue[Tuple[bytes, bool]] = ( - asyncio.Queue() - ) + miniaudio_worker_input_queue: asyncio.Queue[Union[bytes, None]] = asyncio.Queue() + miniaudio_worker_output_queue: asyncio.Queue[Tuple[bytes, bool]] = asyncio.Queue() miniaudio_worker = MiniaudioWorker( self.synthesizer_config, chunk_size, @@ -270,7 +414,7 @@ async def send_chunks(): miniaudio_worker.consume_nonblocking(None) # sentinel try: - asyncio.create_task(send_chunks()) + asyncio_create_task_with_done_error_log(send_chunks(), reraise_cancelled=True) # Await the output queue of the MiniaudioWorker and yield the wav chunks in another loop while True: @@ -279,16 +423,34 @@ async def send_chunks(): if self.synthesizer_config.should_encode_as_wav: wav_chunk = encode_as_wav(wav_chunk, self.synthesizer_config) + if self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + wav_chunk = audioop.lin2ulaw(wav_chunk, 2) + yield SynthesisResult.ChunkResult(wav_chunk, is_last) # If this is the last chunk, break the loop - if is_last and create_speech_span is not None: - create_speech_span.end() + if is_last: break except asyncio.CancelledError: pass finally: miniaudio_worker.terminate() + def _resample_chunk( + self, + chunk: bytes, + current_sample_rate: int, + target_sample_rate: int, + ) -> bytes: + resampled_chunk, _ = audioop.ratecv( + chunk, + 2, + 1, + current_sample_rate, + target_sample_rate, + None, + ) + + return resampled_chunk + async def tear_down(self): - if self.should_close_session_on_tear_down: - await self.aiohttp_session.close() + pass diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py new file mode 100644 index 0000000000..9e1392e6ad --- /dev/null +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -0,0 +1,114 @@ +import io +import wave +import hashlib + +from vocode import getenv +from vocode.streaming.models.audio import AudioEncoding, SamplingRate +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import CartesiaSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log + + +class CartesiaSynthesizer(BaseSynthesizer[CartesiaSynthesizerConfig]): + def __init__( + self, + synthesizer_config: CartesiaSynthesizerConfig, + ): + super().__init__(synthesizer_config) + + # Lazy import the cartesia module + try: + from cartesia.tts import AsyncCartesiaTTS + except ImportError as e: + raise ImportError( + f"Missing required dependancies for CartesiaSynthesizer" + ) from e + + self.cartesia_tts = AsyncCartesiaTTS + + self.api_key = synthesizer_config.api_key or getenv("CARTESIA_API_KEY") + if not self.api_key: + raise ValueError("Missing Cartesia API key") + + + if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: + self.channel_width = 2 + match synthesizer_config.sampling_rate: + case SamplingRate.RATE_44100: + self.sampling_rate = 44100 + self.output_format = "pcm_44100" + case SamplingRate.RATE_22050: + self.sampling_rate = 22050 + self.output_format = "pcm_22050" + case SamplingRate.RATE_16000: + self.sampling_rate = 16000 + self.output_format = "pcm_16000" + case _: + raise ValueError( + f"Unsupported PCM sampling rate {synthesizer_config.sampling_rate}" + ) + elif synthesizer_config.audio_encoding == AudioEncoding.MULAW: + # Cartesia has issues with MuLaw/8000. Use pcm/16000 and + # create_synthesis_result_from_wav will handle the conversion to mulaw/8000 + self.channel_width = 2 + self.output_format = "pcm_16000" + self.sampling_rate = 16000 + else: + raise ValueError( + f"Unsupported audio encoding {synthesizer_config.audio_encoding}" + ) + + self.num_channels = 1 + self.model_id = synthesizer_config.model_id + self.voice_id = synthesizer_config.voice_id + self.client = self.cartesia_tts(api_key=self.api_key) + self.voice_embedding = self.client.get_voice_embedding(voice_id=self.voice_id) + + + async def create_speech_uncached( + self, + message: BaseMessage, + chunk_size: int, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, + ) -> SynthesisResult: + generator = await self.client.generate( + transcript=message.text, + voice=self.voice_embedding, + stream=True, + model_id=self.model_id, + data_rtype='bytes', + output_format=self.output_format + ) + + audio_file = io.BytesIO() + with wave.open(audio_file, 'wb') as wav_file: + wav_file.setnchannels(self.num_channels) + wav_file.setsampwidth(self.channel_width) + wav_file.setframerate(self.sampling_rate) + async for chunk in generator: + wav_file.writeframes(chunk['audio']) + audio_file.seek(0) + + result = self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, + file=audio_file, + message=message, + chunk_size=chunk_size, + ) + + return result + + @classmethod + def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): + hashed_api_key = hashlib.sha256(f"{synthesizer_config.api_key}".encode("utf-8")).hexdigest() + return ":".join( + ( + "cartesia", + hashed_api_key, + str(synthesizer_config.voice_id), + str(synthesizer_config.model_id), + synthesizer_config.audio_encoding + ) + ) \ No newline at end of file diff --git a/vocode/streaming/synthesizer/coqui_synthesizer.py b/vocode/streaming/synthesizer/coqui_synthesizer.py index 8bd8093aa0..2feedb10d7 100644 --- a/vocode/streaming/synthesizer/coqui_synthesizer.py +++ b/vocode/streaming/synthesizer/coqui_synthesizer.py @@ -1,20 +1,15 @@ import io -from typing import Optional, Tuple, Dict +from typing import Dict, Tuple + import aiohttp -from pydub import AudioSegment from vocode import getenv -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - tracer, -) -from vocode.streaming.models.synthesizer import CoquiSynthesizerConfig, SynthesizerType -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import CoquiSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult +from vocode.streaming.utils.async_requester import AsyncRequestor -from opentelemetry.context.context import Context - +raise DeprecationWarning("This Synthesizer is deprecated and will be removed in the future.") COQUI_BASE_URL = "https://app.coqui.ai/api/v2" @@ -60,14 +55,12 @@ async def create_speech( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: url, headers, body = self.get_request(message.text) - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.COQUI.value.split('_', 1)[-1]}.create_total" - ) - async with self.aiohttp_session.request( + async with AsyncRequestor().get_session().request( "POST", url, json=body, @@ -75,15 +68,11 @@ async def create_speech( timeout=aiohttp.ClientTimeout(total=15), ) as response: sample = await response.json() - async with self.aiohttp_session.request( + async with AsyncRequestor().get_session().request( "GET", sample["audio_url"], ) as response: read_response = await response.read() - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.COQUI.value.split('_', 1)[-1]}.convert", - ) result = self.create_synthesis_result_from_wav( synthesizer_config=self.synthesizer_config, @@ -91,5 +80,4 @@ async def create_speech( message=message, chunk_size=chunk_size, ) - convert_span.end() return result diff --git a/vocode/streaming/synthesizer/coqui_tts_synthesizer.py b/vocode/streaming/synthesizer/coqui_tts_synthesizer.py index 45bacb8956..ad7d6b7de6 100644 --- a/vocode/streaming/synthesizer/coqui_tts_synthesizer.py +++ b/vocode/streaming/synthesizer/coqui_tts_synthesizer.py @@ -1,39 +1,22 @@ import asyncio -from concurrent.futures import ThreadPoolExecutor -import logging -from typing import Optional -import aiohttp -from pydub import AudioSegment -import numpy as np import io -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.message import BaseMessage - -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - tracer, -) +from concurrent.futures import ThreadPoolExecutor -from vocode.streaming.models.synthesizer import ( - CoquiTTSSynthesizerConfig, - SynthesizerType, -) +import numpy as np +from pydub import AudioSegment +from TTS.api import TTS -from opentelemetry.context.context import Context +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import CoquiTTSSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult class CoquiTTSSynthesizer(BaseSynthesizer[CoquiTTSSynthesizerConfig]): def __init__( self, synthesizer_config: CoquiTTSSynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): - super().__init__(synthesizer_config, aiohttp_session) - - from TTS.api import TTS + super().__init__(synthesizer_config) self.tts = TTS(**synthesizer_config.tts_kwargs) self.speaker = synthesizer_config.speaker @@ -44,11 +27,9 @@ async def create_speech( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.COQUI_TTS.value.split('_', 1)[-1]}.create_total", - ) tts = self.tts audio_data = await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, @@ -57,10 +38,6 @@ async def create_speech( self.speaker, self.language, ) - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.COQUI_TTS.value.split('_', 1)[-1]}.convert", - ) audio_data = np.array(audio_data) # Convert the NumPy array to bytes @@ -83,5 +60,4 @@ async def create_speech( chunk_size=chunk_size, ) - convert_span.end() return result diff --git a/vocode/streaming/synthesizer/default_factory.py b/vocode/streaming/synthesizer/default_factory.py new file mode 100644 index 0000000000..16574d4e5a --- /dev/null +++ b/vocode/streaming/synthesizer/default_factory.py @@ -0,0 +1,47 @@ +from typing import Type +from vocode.streaming.models.synthesizer import ( + AzureSynthesizerConfig, + CartesiaSynthesizerConfig, + ElevenLabsSynthesizerConfig, + PlayHtSynthesizerConfig, + RimeSynthesizerConfig, + StreamElementsSynthesizerConfig, + SynthesizerConfig, +) +from vocode.streaming.synthesizer.abstract_factory import AbstractSynthesizerFactory +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer +from vocode.streaming.synthesizer.cartesia_synthesizer import CartesiaSynthesizer +from vocode.streaming.synthesizer.eleven_labs_synthesizer import ElevenLabsSynthesizer +from vocode.streaming.synthesizer.eleven_labs_websocket_synthesizer import ElevenLabsWSSynthesizer +from vocode.streaming.synthesizer.play_ht_synthesizer import PlayHtSynthesizer +from vocode.streaming.synthesizer.play_ht_synthesizer_v2 import PlayHtSynthesizerV2 +from vocode.streaming.synthesizer.rime_synthesizer import RimeSynthesizer +from vocode.streaming.synthesizer.stream_elements_synthesizer import StreamElementsSynthesizer + + +class DefaultSynthesizerFactory(AbstractSynthesizerFactory): + def create_synthesizer( + self, + synthesizer_config: SynthesizerConfig, + ): + if isinstance(synthesizer_config, AzureSynthesizerConfig): + return AzureSynthesizer(synthesizer_config) + elif isinstance(synthesizer_config, CartesiaSynthesizerConfig): + return CartesiaSynthesizer(synthesizer_config) + elif isinstance(synthesizer_config, ElevenLabsSynthesizerConfig): + eleven_labs_synthesizer_class_type: Type[BaseSynthesizer] = ElevenLabsSynthesizer + if synthesizer_config.experimental_websocket: + eleven_labs_synthesizer_class_type = ElevenLabsWSSynthesizer + return eleven_labs_synthesizer_class_type(synthesizer_config) + elif isinstance(synthesizer_config, PlayHtSynthesizerConfig): + if synthesizer_config.version == "2": + return PlayHtSynthesizerV2(synthesizer_config) + else: + return PlayHtSynthesizer(synthesizer_config) + elif isinstance(synthesizer_config, RimeSynthesizerConfig): + return RimeSynthesizer(synthesizer_config) + elif isinstance(synthesizer_config, StreamElementsSynthesizerConfig): + return StreamElementsSynthesizer(synthesizer_config) + else: + raise Exception("Invalid synthesizer config") diff --git a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py index 051d0900bd..714b5bf720 100644 --- a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py +++ b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py @@ -1,72 +1,93 @@ import asyncio -import logging -import time -from typing import Any, AsyncGenerator, Optional, Tuple, Union -import wave -import aiohttp -from opentelemetry.trace import Span +import hashlib +from typing import Optional -from vocode import getenv -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - encode_as_wav, - tracer, -) -from vocode.streaming.models.synthesizer import ( - ElevenLabsSynthesizerConfig, - SynthesizerType, -) -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.utils.mp3_helper import decode_mp3 -from vocode.streaming.synthesizer.miniaudio_worker import MiniaudioWorker +from elevenlabs import Voice, VoiceSettings +from elevenlabs.client import AsyncElevenLabs +from loguru import logger +from vocode.streaming.models.audio import AudioEncoding, SamplingRate +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import ElevenLabsSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log -ADAM_VOICE_ID = "pNInz6obpgDQGcFmaJgB" ELEVEN_LABS_BASE_URL = "https://api.elevenlabs.io/v1/" +STREAMED_CHUNK_SIZE = 16000 * 2 // 4 # 1/8 of a second of 16kHz audio with 16-bit samples class ElevenLabsSynthesizer(BaseSynthesizer[ElevenLabsSynthesizerConfig]): def __init__( self, synthesizer_config: ElevenLabsSynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): - super().__init__(synthesizer_config, aiohttp_session) + super().__init__(synthesizer_config) - import elevenlabs + assert synthesizer_config.api_key is not None, "API key must be set" + assert synthesizer_config.voice_id is not None, "Voice ID must be set" + self.api_key = synthesizer_config.api_key - self.elevenlabs = elevenlabs + self.elevenlabs_client = AsyncElevenLabs( + api_key=self.api_key, + ) - self.api_key = synthesizer_config.api_key or getenv("ELEVEN_LABS_API_KEY") - self.voice_id = synthesizer_config.voice_id or ADAM_VOICE_ID + self.voice_id = synthesizer_config.voice_id self.stability = synthesizer_config.stability self.similarity_boost = synthesizer_config.similarity_boost self.model_id = synthesizer_config.model_id self.optimize_streaming_latency = synthesizer_config.optimize_streaming_latency self.words_per_minute = 150 - self.experimental_streaming = synthesizer_config.experimental_streaming + self.upsample = None + self.sample_rate = self.synthesizer_config.sampling_rate + + if self.synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: + match self.synthesizer_config.sampling_rate: + case SamplingRate.RATE_16000: + self.output_format = "pcm_16000" + case SamplingRate.RATE_22050: + self.output_format = "pcm_22050" + case SamplingRate.RATE_24000: + self.output_format = "pcm_24000" + case SamplingRate.RATE_44100: + self.output_format = "pcm_44100" + case SamplingRate.RATE_48000: + self.output_format = "pcm_44100" + self.upsample = SamplingRate.RATE_48000.value + self.sample_rate = SamplingRate.RATE_44100.value + case _: + raise ValueError( + f"Unsupported sampling rate: {self.synthesizer_config.sampling_rate}. Elevenlabs only supports 16000, 22050, 24000, and 44100 Hz." + ) + elif self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + self.output_format = "ulaw_8000" + else: + raise ValueError( + f"Unsupported audio encoding: {self.synthesizer_config.audio_encoding}" + ) - async def create_speech( + async def create_speech_uncached( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: - voice = self.elevenlabs.Voice(voice_id=self.voice_id) + self.total_chars += len(message.text) if self.stability is not None and self.similarity_boost is not None: - voice.settings = self.elevenlabs.VoiceSettings( - stability=self.stability, similarity_boost=self.similarity_boost + voice = Voice( + voice_id=self.voice_id, + settings=VoiceSettings( + stability=self.stability, similarity_boost=self.similarity_boost + ), ) - url = ELEVEN_LABS_BASE_URL + f"text-to-speech/{self.voice_id}" - - if self.experimental_streaming: - url += "/stream" - + else: + voice = Voice(voice_id=self.voice_id) + url = ( + ELEVEN_LABS_BASE_URL + + f"text-to-speech/{self.voice_id}/stream?output_format={self.output_format}" + ) if self.optimize_streaming_latency: - url += f"?optimize_streaming_latency={self.optimize_streaming_latency}" + url += f"&optimize_streaming_latency={self.optimize_streaming_latency}" headers = {"xi-api-key": self.api_key} body = { "text": message.text, @@ -75,44 +96,65 @@ async def create_speech( if self.model_id: body["model_id"] = self.model_id - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.ELEVEN_LABS.value.split('_', 1)[-1]}.create_total", + chunk_queue: asyncio.Queue[Optional[bytes]] = asyncio.Queue() + asyncio_create_task_with_done_error_log( + self.get_chunks(url, headers, body, chunk_size, chunk_queue), ) - session = self.aiohttp_session - - response = await session.request( - "POST", - url, - json=body, - headers=headers, - timeout=aiohttp.ClientTimeout(total=15), + return SynthesisResult( + self.chunk_result_generator_from_queue(chunk_queue), + lambda seconds: self.get_message_cutoff_from_voice_speed(message, seconds, 150), ) - if not response.ok: - raise Exception(f"ElevenLabs API returned {response.status} status code") - if self.experimental_streaming: - return SynthesisResult( - self.experimental_mp3_streaming_output_generator( - response, chunk_size, create_speech_span - ), # should be wav - lambda seconds: self.get_message_cutoff_from_voice_speed( - message, seconds, self.words_per_minute - ), - ) - else: - audio_data = await response.read() - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.ELEVEN_LABS.value.split('_', 1)[-1]}.convert", + + @classmethod + def get_voice_identifier(cls, synthesizer_config: ElevenLabsSynthesizerConfig): + hashed_api_key = hashlib.sha256(f"{synthesizer_config.api_key}".encode("utf-8")).hexdigest() + return ":".join( + ( + "eleven_labs", + hashed_api_key, + str(synthesizer_config.voice_id), + str(synthesizer_config.model_id), + str(synthesizer_config.stability), + str(synthesizer_config.similarity_boost), + str(synthesizer_config.optimize_streaming_latency), + synthesizer_config.audio_encoding, ) - output_bytes_io = decode_mp3(audio_data) + ) - result = self.create_synthesis_result_from_wav( - synthesizer_config=self.synthesizer_config, - file=output_bytes_io, - message=message, - chunk_size=chunk_size, + async def get_chunks( + self, + url: str, + headers: dict, + body: dict, + chunk_size: int, + chunk_queue: asyncio.Queue[Optional[bytes]], + ): + try: + async_client = self.async_requestor.get_client() + stream = await async_client.send( + async_client.build_request( + "POST", + url, + headers=headers, + json=body, + ), + stream=True, ) - convert_span.end() - return result + if not stream.is_success: + error = await stream.aread() + logger.error(f"ElevenLabs API failed: {stream.status_code} {error.decode('utf-8')}") + raise Exception(f"ElevenLabs API returned {stream.status_code} status code") + async for chunk in stream.aiter_bytes(chunk_size): + if self.upsample: + chunk = self._resample_chunk( + chunk, + self.sample_rate, + self.upsample, + ) + chunk_queue.put_nowait(chunk) + except asyncio.CancelledError: + pass + finally: + chunk_queue.put_nowait(None) # treated as sentinel diff --git a/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py b/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py new file mode 100644 index 0000000000..c4644ad6c4 --- /dev/null +++ b/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py @@ -0,0 +1,356 @@ +import asyncio +import audioop +import base64 +from typing import AsyncGenerator, List, Optional, Tuple + +import numpy as np +import websockets +from loguru import logger +from pydantic import BaseModel, conint + +from vocode.streaming.models.audio import AudioEncoding, SamplingRate +from vocode.streaming.models.message import BaseMessage, BotBackchannel, LLMToken +from vocode.streaming.models.synthesizer import ElevenLabsSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult +from vocode.streaming.synthesizer.eleven_labs_synthesizer import ElevenLabsSynthesizer +from vocode.streaming.synthesizer.input_streaming_synthesizer import InputStreamingSynthesizer + +NONCE = "071b5f21-3b24-4427-817e-62508007ae60" +ELEVEN_LABS_BASE_URL = "wss://api.elevenlabs.io/v1/" + + +# Based on https://github.com/elevenlabs/elevenlabs-python/blob/main/src/elevenlabs/tts.py +async def string_chunker(string: str) -> AsyncGenerator[str, None]: + splitters = (".", ",", "?", "!", ";", ":", "—", "-", "(", ")", "[", "]", "}", " ") + buffer = "" + for text in string: + if buffer.endswith(splitters): + yield buffer if buffer.endswith(" ") else buffer + " " + buffer = text + elif text.startswith(splitters): + output = buffer + text[0] + yield output if output.endswith(" ") else output + " " + buffer = text[1:] + else: + buffer += text + if buffer != "": + yield buffer + " " + + +class ElevenLabsWebsocketVoiceSettings(BaseModel): + stability: float + similarity_boost: float + + +class ElevenLabsWebsocketGenerationConfig(BaseModel): + chunk_length_schedule: list[conint(ge=50, le=500)] # type: ignore + # TODO: Replace above with below for pydantic 2.X + # chunk_length_schedule: list[Annotated[int, Field(strict=True, ge=50, le=500)]] + + +class ElevenLabsWebsocketMessage(BaseModel): + text: str + try_trigger_generation: bool = True + flush: bool = False + + +class ElevenLabsWebsocketFirstMessage(ElevenLabsWebsocketMessage, BaseModel): + voice_settings: ElevenLabsWebsocketVoiceSettings | None = None + generation_config: ElevenLabsWebsocketGenerationConfig | None = None + xi_api_key: str + + +class ElevenLabsWebsocketResponseAlignment(BaseModel): + chars: list[str] + charStartTimesMs: list[int] + charDurationsMs: list[int] + + +class ElevenLabsWebsocketResponse(BaseModel): + audio: Optional[str] = None + isFinal: Optional[bool] = None + normalizedAlignment: Optional[ElevenLabsWebsocketResponseAlignment] = None + alignment: Optional[ElevenLabsWebsocketResponseAlignment] = None + + def __str__(self): + return f"ElevenLabsWebsocketResponse(has_audio={self.audio is not None}, isFinal={self.isFinal}, alignment={self.alignment})" + + +class ElevenLabsWSSynthesizer( + BaseSynthesizer[ElevenLabsSynthesizerConfig], InputStreamingSynthesizer +): + def __init__( + self, + synthesizer_config: ElevenLabsSynthesizerConfig, + ): + super().__init__( + synthesizer_config, + ) + + assert synthesizer_config.api_key is not None, "API key must be set" + assert synthesizer_config.voice_id is not None, "Voice ID must be set" + self.api_key = synthesizer_config.api_key + self.voice_id = synthesizer_config.voice_id + self.stability = synthesizer_config.stability + self.similarity_boost = synthesizer_config.similarity_boost + self.model_id = synthesizer_config.model_id + self.optimize_streaming_latency = synthesizer_config.optimize_streaming_latency + self.words_per_minute = 150 + + self.text_chunk_queue: asyncio.Queue[Optional[BotBackchannel | LLMToken]] = asyncio.Queue() + self.voice_packet_queue: asyncio.Queue[Optional[bytes]] = asyncio.Queue() + self.current_turn_utterances_by_chunk: List[Tuple[str, float]] = [] + self.sample_width = 2 if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16 else 1 + + self.websocket_listener: asyncio.Task | None = None + self.websocket_tasks: dict[str, asyncio.Task | None] = { + "listener": None, + "writer": None, + } + self.end_of_turn = False + + self.upsample = None + self.sample_rate = self.synthesizer_config.sampling_rate + + # While this looks useless, we need to assign the response of `asyncio.gather` + # to *something* or we risk garbage collection of the running coroutines spawned + # by `asyncio.gather`. + self.websocket_functions: list[None] | None = None + + if self.synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: + match self.synthesizer_config.sampling_rate: + case SamplingRate.RATE_16000: + self.output_format = "pcm_16000" + case SamplingRate.RATE_22050: + self.output_format = "pcm_22050" + case SamplingRate.RATE_24000: + self.output_format = "pcm_24000" + case SamplingRate.RATE_44100: + self.output_format = "pcm_44100" + case SamplingRate.RATE_48000: + self.output_format = "pcm_44100" + self.upsample = SamplingRate.RATE_48000.value + self.sample_rate = SamplingRate.RATE_44100.value + case _: + raise ValueError( + f"Unsupported sampling rate: {self.synthesizer_config.sampling_rate}. Elevenlabs only supports 16000, 22050, 24000, and 44100 Hz." + ) + elif self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + self.output_format = "ulaw_8000" + else: + raise ValueError( + f"Unsupported audio encoding: {self.synthesizer_config.audio_encoding}" + ) + + def get_eleven_labs_websocket_voice_settings(self): + if self.stability is None or self.similarity_boost is None: + return None + return ElevenLabsWebsocketVoiceSettings( + stability=self.stability, + similarity_boost=self.similarity_boost, + ) + + def reduce_chunk_amplitude(self, chunk: bytes, factor: float) -> bytes: + if self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + chunk = audioop.ulaw2lin(chunk, 2) + pcm = np.frombuffer(chunk, dtype=np.int16) + pcm = (pcm * factor).astype(np.int16) + pcm_bytes = pcm.tobytes() + if self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + return audioop.lin2ulaw(pcm_bytes, 2) + else: + return pcm_bytes + + async def establish_websocket_listeners(self, chunk_size): + url = ( + ELEVEN_LABS_BASE_URL + + f"text-to-speech/{self.voice_id}/stream-input?output_format={self.output_format}" + ) + if self.optimize_streaming_latency: + url += f"&optimize_streaming_latency={self.optimize_streaming_latency}" + if self.model_id: + url += f"&model_id={self.model_id}" + headers = {"xi-api-key": self.api_key} + + backchannelled = False + + async with websockets.connect( + url, + extra_headers=headers, + ) as ws: + + async def write() -> None: + nonlocal backchannelled + try: + first_message = True + while True: + message = await self.text_chunk_queue.get() + if not message: + break + if first_message and isinstance(message, BotBackchannel): + backchannelled = True + eleven_labs_ws_message = ( + ElevenLabsWebsocketMessage( + text=message.text, + flush=not isinstance(message, LLMToken), + ).json() + if not first_message + else ElevenLabsWebsocketFirstMessage( + text=message.text, + voice_settings=self.get_eleven_labs_websocket_voice_settings(), + generation_config=ElevenLabsWebsocketGenerationConfig( + chunk_length_schedule=[50], + ), + flush=not isinstance(message, LLMToken), + xi_api_key=self.api_key, + ).json(exclude_none=True) + ) + await ws.send(eleven_labs_ws_message) + first_message = False + finally: + await ws.send(ElevenLabsWebsocketMessage(text="").json()) + + async def listen() -> None: + """Listen to the websocket for audio data and stream it.""" + + first_message = True + buffer = bytearray() + while True: + message = await ws.recv() + if "audio" not in message: + continue + response = ElevenLabsWebsocketResponse.model_validate_json(message) + if response.audio: + decoded = base64.b64decode(response.audio) + seconds = len(decoded) / ( + self.sample_width * self.synthesizer_config.sampling_rate + ) + + if self.upsample: + decoded = self._resample_chunk( + decoded, + self.sample_rate, + self.upsample, + ) + seconds = len(decoded) / (self.sample_width * self.sample_rate) + + if response.alignment: + utterance_chunk = "".join(response.alignment.chars) + " " + self.current_turn_utterances_by_chunk.append((utterance_chunk, seconds)) + # For backchannels, send them all as one chunk (so it can't be interrupted) and reduce the volume + # so that in the case of a false endpoint, the backchannel is not too loud. + if first_message and backchannelled: + buffer.extend(decoded) + logger.info("First message was a backchannel, reducing volume.") + reduced_amplitude_buffer = self.reduce_chunk_amplitude( + buffer, factor=self.synthesizer_config.backchannel_amplitude_factor + ) + await self.voice_packet_queue.put(reduced_amplitude_buffer) + buffer = bytearray() + first_message = False + else: + buffer.extend(decoded) + for chunk_idx in range(0, len(buffer) - chunk_size, chunk_size): + await self.voice_packet_queue.put( + buffer[chunk_idx : chunk_idx + chunk_size] + ) + buffer = buffer[len(buffer) - (len(buffer) % chunk_size) :] + + if response.isFinal: + await self.voice_packet_queue.put(None) + break + + self.websocket_tasks["listener"] = asyncio.create_task(listen()) + self.websocket_tasks["writer"] = asyncio.create_task(write()) + self.websocket_functions = await asyncio.gather(*self.websocket_tasks.values()) + + def get_current_utterance_synthesis_result(self): + return SynthesisResult( + self.chunk_result_generator_from_queue(self.voice_packet_queue), + lambda seconds: self.get_current_message_so_far(seconds), + ) + + async def create_speech_uncached( + self, + message: BaseMessage, + chunk_size: int, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, + ): + """ + Ran when doing utterance parsing. + ie: "Hello, my name is foo." + """ + if not self.websocket_listener: + self.websocket_listener = asyncio.create_task( + self.establish_websocket_listeners(chunk_size) + ) + + if isinstance(message, BotBackchannel): + if not message.text.endswith(" "): + message.text += " " + await self.text_chunk_queue.put(message) + self.total_chars += len(message.text) + else: + async for text in string_chunker(message.text): + await self.text_chunk_queue.put(LLMToken(text=text)) + self.total_chars += len(text) + + return self.get_current_utterance_synthesis_result() + + async def send_token_to_synthesizer(self, message: LLMToken, chunk_size: int): + """ + Ran when parsing a single chunk of text. + + ie: "Hello," + """ + self.total_chars += len(message.text) + + if not self.websocket_listener: + self.websocket_listener = asyncio.create_task( + self.establish_websocket_listeners(chunk_size) + ) + + await self.text_chunk_queue.put(message) + return None + + def _cleanup_websocket_tasks(self): + for task in self.websocket_tasks.values(): + if task is not None: + task.cancel() + self.text_chunk_queue = asyncio.Queue() + self.voice_packet_queue = asyncio.Queue() + if self.websocket_listener is not None: + self.websocket_listener.cancel() + + def ready_synthesizer(self, chunk_size: int): + self._cleanup_websocket_tasks() + self.websocket_listener = asyncio.create_task( + self.establish_websocket_listeners(chunk_size) + ) + + def get_current_message_so_far(self, seconds: float) -> str: + seconds_idx = 0.0 + buffer = "" + for utterance, duration in self.current_turn_utterances_by_chunk: + if seconds_idx > seconds: + return buffer + buffer += utterance + seconds_idx += duration + return buffer + + @classmethod + def get_voice_identifier(cls, synthesizer_config: ElevenLabsSynthesizerConfig): + return ElevenLabsSynthesizer.get_voice_identifier(synthesizer_config) + + async def handle_end_of_turn(self): + self.end_of_turn = True + await self.text_chunk_queue.put(None) + self.current_turn_utterances_by_chunk = [] + + async def cancel_websocket_tasks(self): + self._cleanup_websocket_tasks() + + async def tear_down(self): + await self.cancel_websocket_tasks() + await super().tear_down() diff --git a/vocode/streaming/synthesizer/factory.py b/vocode/streaming/synthesizer/factory.py deleted file mode 100644 index 24a4f3f9d5..0000000000 --- a/vocode/streaming/synthesizer/factory.py +++ /dev/null @@ -1,76 +0,0 @@ -import logging -from typing import Optional -import typing -import aiohttp - -from vocode.streaming.models.synthesizer import ( - AzureSynthesizerConfig, - CoquiTTSSynthesizerConfig, - ElevenLabsSynthesizerConfig, - GTTSSynthesizerConfig, - GoogleSynthesizerConfig, - PlayHtSynthesizerConfig, - RimeSynthesizerConfig, - PollySynthesizerConfig, - StreamElementsSynthesizerConfig, - SynthesizerConfig, - SynthesizerType, -) -from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer -from vocode.streaming.synthesizer.eleven_labs_synthesizer import ElevenLabsSynthesizer -from vocode.streaming.synthesizer.google_synthesizer import GoogleSynthesizer -from vocode.streaming.synthesizer.gtts_synthesizer import GTTSSynthesizer -from vocode.streaming.synthesizer.play_ht_synthesizer import PlayHtSynthesizer -from vocode.streaming.synthesizer.rime_synthesizer import RimeSynthesizer -from vocode.streaming.synthesizer.polly_synthesizer import PollySynthesizer -from vocode.streaming.synthesizer.stream_elements_synthesizer import ( - StreamElementsSynthesizer, -) -from vocode.streaming.synthesizer.coqui_tts_synthesizer import CoquiTTSSynthesizer - - -class SynthesizerFactory: - def create_synthesizer( - self, - synthesizer_config: SynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, - ): - if isinstance(synthesizer_config, GoogleSynthesizerConfig): - return GoogleSynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - elif isinstance(synthesizer_config, AzureSynthesizerConfig): - return AzureSynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - elif isinstance(synthesizer_config, ElevenLabsSynthesizerConfig): - return ElevenLabsSynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - elif isinstance(synthesizer_config, PlayHtSynthesizerConfig): - return PlayHtSynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - elif isinstance(synthesizer_config, RimeSynthesizerConfig): - return RimeSynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - elif isinstance(synthesizer_config, GTTSSynthesizerConfig): - return GTTSSynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - elif isinstance(synthesizer_config, StreamElementsSynthesizerConfig): - return StreamElementsSynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - elif isinstance(synthesizer_config, CoquiTTSSynthesizerConfig): - return CoquiTTSSynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - elif isinstance(synthesizer_config, PollySynthesizerConfig): - return PollySynthesizer( - synthesizer_config, logger=logger, aiohttp_session=aiohttp_session - ) - else: - raise Exception("Invalid synthesizer config") diff --git a/vocode/streaming/synthesizer/google_synthesizer.py b/vocode/streaming/synthesizer/google_synthesizer.py index d834eef27f..225ab2d5d2 100644 --- a/vocode/streaming/synthesizer/google_synthesizer.py +++ b/vocode/streaming/synthesizer/google_synthesizer.py @@ -1,45 +1,26 @@ import asyncio -from concurrent.futures import ThreadPoolExecutor import io -import logging -import os import wave -from typing import Any, Optional -import aiohttp +from concurrent.futures import ThreadPoolExecutor +from typing import Any -from vocode import getenv +import google.auth +from google.cloud import texttospeech as tts # type: ignore -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment from vocode.streaming.models.message import BaseMessage -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - encode_as_wav, - tracer, -) -from vocode.streaming.models.synthesizer import GoogleSynthesizerConfig, SynthesizerType -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.utils import convert_wav - -from opentelemetry.context.context import Context +from vocode.streaming.models.synthesizer import GoogleSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult class GoogleSynthesizer(BaseSynthesizer[GoogleSynthesizerConfig]): def __init__( self, synthesizer_config: GoogleSynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): - super().__init__(synthesizer_config, aiohttp_session) - - from google.cloud import texttospeech as tts - import google.auth + super().__init__(synthesizer_config) google.auth.default() - self.tts = tts - # Instantiates a client self.client = tts.TextToSpeechClient() @@ -61,18 +42,16 @@ def __init__( self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) def synthesize(self, message: str) -> Any: - synthesis_input = self.tts.SynthesisInput(text=message) + synthesis_input = tts.SynthesisInput(text=message) # Perform the text-to-speech request on the text input with the selected # voice parameters and audio file type return self.client.synthesize_speech( - request=self.tts.SynthesizeSpeechRequest( + request=tts.SynthesizeSpeechRequest( input=synthesis_input, voice=self.voice, audio_config=self.audio_config, - enable_time_pointing=[ - self.tts.SynthesizeSpeechRequest.TimepointType.SSML_MARK - ], + enable_time_pointing=[tts.SynthesizeSpeechRequest.TimepointType.SSML_MARK], ) ) @@ -81,20 +60,14 @@ async def create_speech( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.GOOGLE.value.split('_', 1)[-1]}.create_total", - ) - response: self.tts.SynthesizeSpeechResponse = ( # type: ignore + response: tts.SynthesizeSpeechResponse = ( # type: ignore await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, self.synthesize, message.text ) ) - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.GOOGLE.value.split('_', 1)[-1]}.convert", - ) output_sample_rate = response.audio_config.sample_rate_hertz output_bytes_io = io.BytesIO() @@ -111,5 +84,4 @@ async def create_speech( message=message, chunk_size=chunk_size, ) - convert_span.end() return result diff --git a/vocode/streaming/synthesizer/gtts_synthesizer.py b/vocode/streaming/synthesizer/gtts_synthesizer.py index 5c49fb905e..8ad8a31d50 100644 --- a/vocode/streaming/synthesizer/gtts_synthesizer.py +++ b/vocode/streaming/synthesizer/gtts_synthesizer.py @@ -1,58 +1,38 @@ import asyncio from concurrent.futures import ThreadPoolExecutor -import logging -import aiohttp -from pydub import AudioSegment -from typing import Optional from io import BytesIO -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment -from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.synthesizer import GTTSSynthesizerConfig, SynthesizerType -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - tracer, -) -from opentelemetry.context.context import Context +from gtts import gTTS +from pydub import AudioSegment + +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import GTTSSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult class GTTSSynthesizer(BaseSynthesizer): def __init__( self, synthesizer_config: GTTSSynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): - super().__init__(synthesizer_config, aiohttp_session) + super().__init__(synthesizer_config) - from gtts import gTTS - - self.gTTS = gTTS self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) async def create_speech( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: audio_file = BytesIO() def thread(): - tts = self.gTTS(message.text) + tts = gTTS(message.text) tts.write_to_fp(audio_file) - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.GTTS.value.split('_', 1)[-1]}.create_total" - ) - await asyncio.get_event_loop().run_in_executor( - self.thread_pool_executor, thread - ) - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.GTTS.value.split('_', 1)[-1]}.convert", - ) + await asyncio.get_event_loop().run_in_executor(self.thread_pool_executor, thread) audio_file.seek(0) # TODO: probably needs to be in a thread audio_segment: AudioSegment = AudioSegment.from_mp3(audio_file) # type: ignore @@ -65,5 +45,4 @@ def thread(): message=message, chunk_size=chunk_size, ) - convert_span.end() return result diff --git a/vocode/streaming/synthesizer/input_streaming_synthesizer.py b/vocode/streaming/synthesizer/input_streaming_synthesizer.py new file mode 100644 index 0000000000..cb3d8d425f --- /dev/null +++ b/vocode/streaming/synthesizer/input_streaming_synthesizer.py @@ -0,0 +1,16 @@ +from vocode.streaming.models.message import LLMToken + + +class InputStreamingSynthesizer: + async def handle_end_of_turn(self): + pass + + def get_current_utterance_synthesis_result(self): + raise NotImplementedError + + async def send_token_to_synthesizer( + self, + message: LLMToken, + chunk_size: int, + ): + raise NotImplementedError diff --git a/vocode/streaming/synthesizer/miniaudio_worker.py b/vocode/streaming/synthesizer/miniaudio_worker.py index e6a05a6bd9..92d33adc33 100644 --- a/vocode/streaming/synthesizer/miniaudio_worker.py +++ b/vocode/streaming/synthesizer/miniaudio_worker.py @@ -1,14 +1,16 @@ from __future__ import annotations -import queue -from typing import Optional, Tuple, Union import asyncio +import queue +from typing import Tuple, Union + import miniaudio +from loguru import logger from vocode.streaming.models.synthesizer import SynthesizerConfig from vocode.streaming.utils import convert_wav from vocode.streaming.utils.mp3_helper import decode_mp3 -from vocode.streaming.utils.worker import ThreadAsyncWorker, logger +from vocode.streaming.utils.worker import ThreadAsyncWorker class MiniaudioWorker(ThreadAsyncWorker[Union[bytes, None]]): @@ -41,9 +43,7 @@ def _run_loop(self): if mp3_chunk is None: current_mp3_buffer.clear() current_wav_buffer.clear() - self.output_janus_queue.sync_q.put( - (bytes(current_wav_output_buffer), True) - ) + self.output_janus_queue.sync_q.put((bytes(current_wav_output_buffer), True)) current_wav_output_buffer.clear() continue try: diff --git a/vocode/streaming/synthesizer/play_ht_synthesizer.py b/vocode/streaming/synthesizer/play_ht_synthesizer.py index d6deb49afd..05405af9d3 100644 --- a/vocode/streaming/synthesizer/play_ht_synthesizer.py +++ b/vocode/streaming/synthesizer/play_ht_synthesizer.py @@ -1,18 +1,13 @@ import asyncio -import logging -from typing import Optional +from typing import Literal -from aiohttp import ClientSession, ClientTimeout -from vocode import getenv -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment +import aiohttp +from aiohttp import ClientTimeout + +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.synthesizer import PlayHtSynthesizerConfig, SynthesizerType -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - tracer, -) -from vocode.streaming.utils.mp3_helper import decode_mp3 +from vocode.streaming.models.synthesizer import PlayHtSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult TTS_ENDPOINT = "https://play.ht/api/v2/tts/stream" @@ -21,15 +16,15 @@ class PlayHtSynthesizer(BaseSynthesizer[PlayHtSynthesizerConfig]): def __init__( self, synthesizer_config: PlayHtSynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[ClientSession] = None, max_backoff_retries=3, backoff_retry_delay=2, ): - super().__init__(synthesizer_config, aiohttp_session) + super().__init__( + synthesizer_config, + ) self.synthesizer_config = synthesizer_config - self.api_key = synthesizer_config.api_key or getenv("PLAY_HT_API_KEY") - self.user_id = synthesizer_config.user_id or getenv("PLAY_HT_USER_ID") + self.api_key = synthesizer_config.api_key + self.user_id = synthesizer_config.user_id if not self.api_key or not self.user_id: raise ValueError( "You must set the PLAY_HT_API_KEY and PLAY_HT_USER_ID environment variables" @@ -39,23 +34,30 @@ def __init__( self.max_backoff_retries = max_backoff_retries self.backoff_retry_delay = backoff_retry_delay - async def create_speech( + async def create_speech_uncached( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: + self.total_chars += len(message.text) headers = { "AUTHORIZATION": f"Bearer {self.api_key}", "X-USER-ID": self.user_id, - "Accept": "audio/mpeg", "Content-Type": "application/json", } + output_format: Literal["wav", "mulaw"] + if self.synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: + output_format = "wav" + elif self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + output_format = "mulaw" body = { "quality": "draft", "voice": self.synthesizer_config.voice_id, "text": message.text, "sample_rate": self.synthesizer_config.sampling_rate, + "output_format": output_format, } if self.synthesizer_config.speed: body["speed"] = self.synthesizer_config.speed @@ -63,22 +65,20 @@ async def create_speech( body["seed"] = self.synthesizer_config.seed if self.synthesizer_config.temperature: body["temperature"] = self.synthesizer_config.temperature - - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.PLAY_HT.value.split('_', 1)[-1]}.create_total", - ) + if self.synthesizer_config.quality: + body["quality"] = self.synthesizer_config.quality backoff_retry_delay = self.backoff_retry_delay max_backoff_retries = self.max_backoff_retries - for attempt in range(max_backoff_retries): - response = await self.aiohttp_session.post( + response = await self.async_requestor.get_session().post( TTS_ENDPOINT, headers=headers, json=body, timeout=ClientTimeout(total=15), ) - + if not response.ok: + raise Exception(f"Play.ht API error status code {response.status}") if response.status == 429 and attempt < max_backoff_retries - 1: await asyncio.sleep(backoff_retry_delay) backoff_retry_delay *= 2 # Exponentially increase delay @@ -90,27 +90,56 @@ async def create_speech( if self.experimental_streaming: return SynthesisResult( self.experimental_mp3_streaming_output_generator( - response, chunk_size, create_speech_span - ), + response, chunk_size + ), # should be wav lambda seconds: self.get_message_cutoff_from_voice_speed( message, seconds, self.words_per_minute ), ) else: - read_response = await response.read() - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.PLAY_HT.value.split('_', 1)[-1]}.convert", - ) - output_bytes_io = decode_mp3(read_response) - - result = self.create_synthesis_result_from_wav( - synthesizer_config=self.synthesizer_config, - file=output_bytes_io, - message=message, - chunk_size=chunk_size, + return SynthesisResult( + self._streaming_chunk_generator(response, chunk_size, output_format), + lambda seconds: self.get_message_cutoff_from_voice_speed(message, seconds, 150), ) - convert_span.end() - return result raise Exception("Max retries reached for Play.ht API") + + @classmethod + def get_voice_identifier(cls, synthesizer_config: PlayHtSynthesizerConfig): + return ":".join( + ( + "play_ht", + str(synthesizer_config.user_id), + synthesizer_config.voice_id, + str(synthesizer_config.speed), + str(synthesizer_config.seed), + str(synthesizer_config.temperature), + str(synthesizer_config.quality), + synthesizer_config.audio_encoding, + ) + ) + + @staticmethod + async def _streaming_chunk_generator( + response: aiohttp.ClientResponse, + chunk_size: int, + output_format: Literal["wav", "mulaw"], + ): + if output_format == "wav": + buffer = b"" + is_first_chunk = True + async for chunk in response.content.iter_any(): + if is_first_chunk: + is_first_chunk = False + buffer += chunk[88:] # size of the wav header + else: + buffer += chunk + i = 0 + while i < len(buffer) - chunk_size: + yield SynthesisResult.ChunkResult(buffer[i : i + chunk_size], False) + i += chunk_size + buffer = buffer[i:] + elif output_format == "mulaw": + async for chunk in response.content.iter_chunked(chunk_size): + yield SynthesisResult.ChunkResult(chunk, False) + await response.release() diff --git a/vocode/streaming/synthesizer/play_ht_synthesizer_v2.py b/vocode/streaming/synthesizer/play_ht_synthesizer_v2.py new file mode 100644 index 0000000000..6db09ef7d3 --- /dev/null +++ b/vocode/streaming/synthesizer/play_ht_synthesizer_v2.py @@ -0,0 +1,300 @@ +import asyncio +import audioop +import os +from typing import AsyncGenerator, AsyncIterator, Optional + +import numpy as np +from loguru import logger +from pyht import AsyncClient +from pyht.client import CongestionCtrl, TTSOptions +from pyht.protos import api_pb2 + +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import PlayHtSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import SynthesisResult +from vocode.streaming.synthesizer.play_ht_synthesizer import ( + PlayHtSynthesizer as VocodePlayHtSynthesizer, +) +from vocode.streaming.synthesizer.synthesizer_utils import split_text +from vocode.streaming.utils import generate_from_async_iter_with_lookahead, generate_with_is_last +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log + +PLAY_HT_ON_PREM_ADDR = os.environ.get("VOCODE_PLAYHT_ON_PREM_ADDR", None) +PLAY_HT_V2_MAX_CHARS = 200 +EXPERIMENTAL_VOICE_AMPLITUDE_THRESHOLD = 200 + + +class PlayHtSynthesizerV2(VocodePlayHtSynthesizer): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + + self.playht_client_saas = AsyncClient( + user_id=self.user_id, + api_key=self.api_key, + ) + self.playht_client_on_prem = None + + if self.synthesizer_config.on_prem: + logger.info(f"Creating on-prem PlayHT with gRPC address {PLAY_HT_ON_PREM_ADDR}") + advanced_options = AsyncClient.AdvancedOptions( + grpc_addr=PLAY_HT_ON_PREM_ADDR, + fallback_enabled=True, + congestion_ctrl=CongestionCtrl.STATIC_MAR_2023, + ) + + self.playht_client_on_prem = AsyncClient( + user_id=self.user_id, + api_key=self.api_key, + advanced=advanced_options, + ) + + if self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + audio_format = api_pb2.FORMAT_MULAW + elif self.synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: + audio_format = api_pb2.FORMAT_WAV + + sample_rate = self.synthesizer_config.sampling_rate + self.playht_options = TTSOptions( + voice=self.synthesizer_config.voice_id, + # PlayHT runs significantly slower when sampling rate is not 24KHz + # 24KHz is the default for PlayHT + sample_rate=sample_rate if sample_rate > 24000 else 24000, + speed=self.synthesizer_config.speed if self.synthesizer_config.speed else 1, + format=audio_format, + text_guidance=self.synthesizer_config.text_guidance, + voice_guidance=self.synthesizer_config.voice_guidance, + temperature=self.synthesizer_config.temperature, + top_p=self.synthesizer_config.top_p, + ) + if self.synthesizer_config.quality: + self.playht_options.quality = self.synthesizer_config.quality + + @property + def playht_client(self) -> AsyncClient: + if self.playht_client_on_prem is not None: + return self.playht_client_on_prem + return self.playht_client_saas + + async def create_speech_uncached( + self, + message: BaseMessage, + chunk_size: int, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, + ) -> SynthesisResult: + + self.total_chars += len(message.text) + chunk_queue: asyncio.Queue[Optional[bytes]] = asyncio.Queue() + asyncio_create_task_with_done_error_log( + self.get_chunks( + message, + chunk_size, + chunk_queue, + cut_leading_silence=not is_first_text_chunk + and self.synthesizer_config.experimental_remove_silence, + cut_trailing_silence=not is_sole_text_chunk + and self.synthesizer_config.experimental_remove_silence, + ), + ) + + return SynthesisResult( + self.chunk_result_generator_from_queue(chunk_queue), + lambda seconds: self.get_message_cutoff_from_voice_speed( + message, + seconds, + self.words_per_minute, + ), + ) + + def _contains_voice_experimental(self, chunk: bytes): + pcm = np.frombuffer( + ( + audioop.ulaw2lin(chunk, 2) + if self.synthesizer_config.audio_encoding == AudioEncoding.MULAW + else chunk + ), + dtype=np.int16, + ) + return np.max(np.abs(pcm)) > EXPERIMENTAL_VOICE_AMPLITUDE_THRESHOLD + + @staticmethod + def _enumerate_by_chunk_size(buffer: bytes, chunk_size: int): + for buffer_idx in range(0, len(buffer) - chunk_size, chunk_size): + yield buffer_idx, buffer[buffer_idx : buffer_idx + chunk_size] + + async def _downsample_from_24khz(self, chunk: bytes) -> bytes: + if self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + return await self._downsample_mulaw(chunk) + elif self.synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: + return await self._downsample_pcm(chunk) + else: + raise Exception(f"Unsupported audio format: {self.synthesizer_config.audio_encoding}") + + async def _downsample_pcm(self, chunk: bytes) -> bytes: + downsampled_chunk, _ = audioop.ratecv( + chunk, + 2, + 1, + 24000, + self.synthesizer_config.sampling_rate, + None, + ) + + return downsampled_chunk + + async def _downsample_mulaw(self, chunk: bytes) -> bytes: + pcm_data = audioop.ulaw2lin(chunk, 2) + downsampled_pcm_data = await self._downsample_pcm(pcm_data) + downsampled_chunk = audioop.lin2ulaw(downsampled_pcm_data, 2) + return downsampled_chunk + + async def downsample_async_generator(self, async_gen: AsyncGenerator[bytes, None]): + async for play_ht_chunk in async_gen: + if self.synthesizer_config.sampling_rate >= 24000: + yield play_ht_chunk + else: + downsampled_chunk = await self._downsample_from_24khz(play_ht_chunk) + yield downsampled_chunk + + async def _cut_leading_trailing_silence( + self, + async_iter: AsyncIterator[bytes], + chunk_size: int, + cut_leading_silence: bool = True, + cut_trailing_silence: bool = True, + ) -> AsyncGenerator[bytes, None]: + buffer: bytearray = bytearray() + + async def generate_chunks( + play_ht_chunk: bytes, + cut_leading_silence=False, + ) -> AsyncGenerator[bytes, None]: + """Yields chunks of size chunk_size from play_ht_chunk and leaves the remainder in buffer. + + If cut_leading_silence is True, does not yield chunks until it detects voice. + """ + nonlocal buffer + + buffer.extend(play_ht_chunk) + detected_voice = False + for buffer_idx, chunk in self._enumerate_by_chunk_size(buffer, chunk_size): + if cut_leading_silence and not detected_voice: + if self._contains_voice_experimental(chunk): + detected_voice = True + yield chunk + if detected_voice: + logger.debug(f"Cut off {buffer_idx} bytes of leading silence") + else: + yield chunk + buffer = buffer[len(buffer) - (len(buffer) % chunk_size) :] + + async def _cut_out_trailing_silence( + trailing_chunk: bytes, + ) -> AsyncGenerator[bytes, None]: + """Yields chunks of size chunk_size from trailing_chunk until it detects silence.""" + for buffer_idx, chunk in self._enumerate_by_chunk_size(trailing_chunk, chunk_size): + if not self._contains_voice_experimental(chunk): + logger.debug( + f"Cutting off {len(trailing_chunk) - buffer_idx} bytes of trailing silence", + ) + break + yield chunk + + # Yield from the first audio chunk, no matter what, for latency + try: + play_ht_chunk = await async_iter.__anext__() + except StopAsyncIteration: + return + + async for chunk in generate_chunks(play_ht_chunk, cut_leading_silence=cut_leading_silence): + yield chunk + + async for lookahead_buffer, is_last in generate_with_is_last( + generate_from_async_iter_with_lookahead(async_iter, 2), + ): + if not is_last: + async for chunk in generate_chunks(lookahead_buffer[0]): + yield chunk + else: + trailing_chunk = b"".join(lookahead_buffer) + async for chunk in ( + _cut_out_trailing_silence(trailing_chunk) + if cut_trailing_silence + else generate_chunks(trailing_chunk) + ): + yield chunk + + async def get_chunks( + self, + message: BaseMessage, + chunk_size: int, + chunk_queue: asyncio.Queue[Optional[bytes]], + cut_leading_silence: bool, + cut_trailing_silence: bool, + ): + buffer = bytearray() + try: + playht_bytes_generators = [ + self.playht_client.tts( + text, + self.playht_options, + ) + for text in split_text( + string_to_split=message.text, + max_text_length=PLAY_HT_V2_MAX_CHARS, + ) + ] + downsampled_generators = [ + self.downsample_async_generator(gen) for gen in playht_bytes_generators + ] + + for async_gen in downsampled_generators: + async_iter = async_gen.__aiter__() + if ( + self.synthesizer_config.audio_encoding == AudioEncoding.LINEAR16 + ): # skip the first chunk, which contains wav header + await async_iter.__anext__() + if not cut_trailing_silence and not cut_leading_silence: + while True: + try: + play_ht_chunk = await async_iter.__anext__() + except StopAsyncIteration: + break + + buffer.extend(play_ht_chunk) + for _, chunk in self._enumerate_by_chunk_size(buffer, chunk_size): + chunk_queue.put_nowait(chunk) + buffer = buffer[len(buffer) - (len(buffer) % chunk_size) :] + if len(buffer) > 0: + chunk_queue.put_nowait(buffer) + else: + async for chunk in self._cut_leading_trailing_silence( + async_iter, + chunk_size, + cut_leading_silence=cut_leading_silence, + cut_trailing_silence=cut_trailing_silence, + ): + chunk_queue.put_nowait(chunk) + except asyncio.CancelledError: + pass + finally: + chunk_queue.put_nowait(None) # treated as sentinel + + @classmethod + def get_voice_identifier(cls, synthesizer_config: PlayHtSynthesizerConfig): + return ":".join( + ( + "play_ht_v2", + synthesizer_config.voice_id, + str(synthesizer_config.user_id), + str(synthesizer_config.speed), + str(synthesizer_config.seed), + str(synthesizer_config.temperature), + synthesizer_config.audio_encoding, + ), + ) + + async def tear_down(self): + await self.playht_client.close() + await super().tear_down() diff --git a/vocode/streaming/synthesizer/polly_synthesizer.py b/vocode/streaming/synthesizer/polly_synthesizer.py index da7bfc614a..4f36cd9057 100644 --- a/vocode/streaming/synthesizer/polly_synthesizer.py +++ b/vocode/streaming/synthesizer/polly_synthesizer.py @@ -1,32 +1,25 @@ import asyncio -from concurrent.futures import ThreadPoolExecutor -import logging -from typing import Any, Optional -import aiohttp import json +from concurrent.futures import ThreadPoolExecutor +from typing import Any + +import boto3 -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import PollySynthesizerConfig from vocode.streaming.synthesizer.base_synthesizer import ( BaseSynthesizer, SynthesisResult, - tracer, encode_as_wav, ) -from vocode.streaming.models.synthesizer import PollySynthesizerConfig, SynthesizerType -from vocode.streaming.utils.mp3_helper import decode_mp3 - -import boto3 class PollySynthesizer(BaseSynthesizer[PollySynthesizerConfig]): def __init__( self, synthesizer_config: PollySynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): - super().__init__(synthesizer_config, aiohttp_session) + super().__init__(synthesizer_config) client = boto3.client("polly") @@ -83,11 +76,9 @@ async def create_speech( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.POLLY.value.split('_', 1)[-1]}.create_total", - ) audio_response = await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, self.synthesize, message.text ) @@ -102,8 +93,6 @@ async def create_speech( if v ] - create_speech_span.end() - async def chunk_generator(audio_data_stream, chunk_transform=lambda x: x): audio_buffer = await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, diff --git a/vocode/streaming/synthesizer/rime_synthesizer.py b/vocode/streaming/synthesizer/rime_synthesizer.py index 0d103d041a..f776da4a81 100644 --- a/vocode/streaming/synthesizer/rime_synthesizer.py +++ b/vocode/streaming/synthesizer/rime_synthesizer.py @@ -1,89 +1,144 @@ +import asyncio import audioop -import logging -import aiohttp -from pydub import AudioSegment import base64 +import io +import json +from typing import Optional + +import aiohttp +from loguru import logger + from vocode import getenv -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment -from vocode.streaming.models.audio_encoding import AudioEncoding +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.message import BaseMessage - -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - encode_as_wav, - tracer, +from vocode.streaming.models.synthesizer import ( + RIME_DEFAULT_REDUCE_LATENCY, + RIME_DEFAULT_SPEED_ALPHA, + RimeSynthesizerConfig, ) +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult -from typing import Any, Optional -import io -import requests - -from vocode.streaming.models.synthesizer import RimeSynthesizerConfig, SynthesizerType - -from opentelemetry.context.context import Context +# TODO: [OSS] Remove call to internal library with Synthesizers refactor # https://rime.ai/docs/quickstart +WAV_HEADER_LENGTH = 44 + class RimeSynthesizer(BaseSynthesizer[RimeSynthesizerConfig]): def __init__( self, synthesizer_config: RimeSynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): - super().__init__(synthesizer_config, aiohttp_session) - self.api_key = getenv("RIME_API_KEY") + super().__init__(synthesizer_config) + + self.base_url = synthesizer_config.base_url + self.model_id = synthesizer_config.model_id self.speaker = synthesizer_config.speaker + self.speed_alpha = synthesizer_config.speed_alpha self.sampling_rate = synthesizer_config.sampling_rate - self.base_url = synthesizer_config.base_url + self.reduce_latency = synthesizer_config.reduce_latency + self.api_key = f"Bearer {getenv('RIME_API_KEY')}" - async def create_speech( + @classmethod + def get_voice_identifier(cls, synthesizer_config: RimeSynthesizerConfig): + return ":".join( + ( + "rime", + synthesizer_config.speaker, + str(synthesizer_config.speed_alpha), + synthesizer_config.audio_encoding, + ) + ) + + async def create_speech_uncached( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: + self.total_chars += len(message.text) headers = { - "Authorization": f"Bearer {self.api_key}", + "Authorization": self.api_key, "Content-Type": "application/json", } - body = { - "text": message.text, - "speaker": self.speaker, - "samplingRate": self.sampling_rate, - } - if self.synthesizer_config.speed_alpha is not None: - body["speedAlpha"] = self.synthesizer_config.speed_alpha + body = self.get_request_body(message.text) - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.RIME.value.split('_', 1)[-1]}.create_total", - ) - async with self.aiohttp_session.post( + async with self.async_requestor.get_session().post( self.base_url, headers=headers, json=body, timeout=aiohttp.ClientTimeout(total=15), ) as response: if not response.ok: - raise Exception( - f"Rime API error: {response.status}, {await response.text()}" - ) - data = await response.json() - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.RIME.value.split('_', 1)[-1]}.convert", + raise Exception(f"Rime API error: {response.status}, {await response.text()}") + data = json.loads(await response.text()) + + audio_content = data.get("audioContent") + output_bytes = base64.b64decode(audio_content)[WAV_HEADER_LENGTH:] + + if self.synthesizer_config.audio_encoding == AudioEncoding.MULAW: + output_bytes = audioop.lin2ulaw(output_bytes, 2) + + return SynthesisResult( + self._chunk_generator(output_bytes, chunk_size), + lambda seconds: self.get_message_cutoff_from_total_response_length( + self.synthesizer_config, message, seconds, len(output_bytes) + ), ) - audio_file = io.BytesIO(base64.b64decode(data.get("audioContent"))) + @staticmethod + async def _chunk_generator(output_bytes, chunk_size): + for i in range(0, len(output_bytes), chunk_size): + if i + chunk_size > len(output_bytes): + yield SynthesisResult.ChunkResult(output_bytes[i:], True) + else: + yield SynthesisResult.ChunkResult(output_bytes[i : i + chunk_size], False) - result = self.create_synthesis_result_from_wav( - synthesizer_config=self.synthesizer_config, - file=audio_file, - message=message, - chunk_size=chunk_size, + async def get_chunks( + self, + headers: dict, + body: dict, + chunk_size: int, + chunk_queue: asyncio.Queue[Optional[bytes]], + ): + try: + async_client = self.async_requestor.get_client() + stream = await async_client.send( + async_client.build_request( + "POST", + self.base_url, + headers=headers, + json=body, + ), + stream=True, ) - convert_span.end() - return result + if not stream.is_success: + error = await stream.aread() + logger.error(f"Rime API failed: {stream.status_code} {error.decode('utf-8')}") + raise Exception(f"Rime API returned {stream.status_code} status code") + async for chunk in stream.aiter_bytes(chunk_size): + chunk_queue.put_nowait(chunk) + except asyncio.CancelledError: + pass + finally: + chunk_queue.put_nowait(None) # treated as sentinel + + def get_request_body(self, text): + speed_alpha = self.speed_alpha if self.speed_alpha else RIME_DEFAULT_SPEED_ALPHA + reduce_latency = self.reduce_latency if self.reduce_latency else RIME_DEFAULT_REDUCE_LATENCY + + body = { + "text": text, + "speaker": self.speaker, + "samplingRate": self.sampling_rate, + "speedAlpha": speed_alpha, + "reduceLatency": reduce_latency, + } + + if self.model_id: + body["modelId"] = self.model_id + + return body diff --git a/vocode/streaming/synthesizer/stream_elements_synthesizer.py b/vocode/streaming/synthesizer/stream_elements_synthesizer.py index b3a627b457..3d656f5cce 100644 --- a/vocode/streaming/synthesizer/stream_elements_synthesizer.py +++ b/vocode/streaming/synthesizer/stream_elements_synthesizer.py @@ -1,23 +1,11 @@ import io + import aiohttp from pydub import AudioSegment -import logging -from typing import Optional -import requests -from vocode.streaming.agent.bot_sentiment_analyser import BotSentiment from vocode.streaming.models.message import BaseMessage -from vocode.streaming.models.synthesizer import ( - StreamElementsSynthesizerConfig, - SynthesizerType, -) -from vocode.streaming.synthesizer.base_synthesizer import ( - BaseSynthesizer, - SynthesisResult, - tracer, -) - -from opentelemetry.context.context import Context +from vocode.streaming.models.synthesizer import StreamElementsSynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult class StreamElementsSynthesizer(BaseSynthesizer[StreamElementsSynthesizerConfig]): @@ -26,35 +14,27 @@ class StreamElementsSynthesizer(BaseSynthesizer[StreamElementsSynthesizerConfig] def __init__( self, synthesizer_config: StreamElementsSynthesizerConfig, - logger: Optional[logging.Logger] = None, - aiohttp_session: Optional[aiohttp.ClientSession] = None, ): - super().__init__(synthesizer_config, aiohttp_session) + super().__init__(synthesizer_config) self.voice = synthesizer_config.voice async def create_speech( self, message: BaseMessage, chunk_size: int, - bot_sentiment: Optional[BotSentiment] = None, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, ) -> SynthesisResult: url_params = { "voice": self.voice, "text": message.text, } - create_speech_span = tracer.start_span( - f"synthesizer.{SynthesizerType.STREAM_ELEMENTS.value.split('_', 1)[-1]}.create_total", - ) - async with self.aiohttp_session.get( + async with self.async_requestor.get_session().get( self.TTS_ENDPOINT, params=url_params, timeout=aiohttp.ClientTimeout(total=15), ) as response: read_response = await response.read() - create_speech_span.end() - convert_span = tracer.start_span( - f"synthesizer.{SynthesizerType.STREAM_ELEMENTS.value.split('_', 1)[-1]}.convert", - ) # TODO: probably needs to be in a thread audio_segment: AudioSegment = AudioSegment.from_mp3( @@ -69,5 +49,5 @@ async def create_speech( message=message, chunk_size=chunk_size, ) - convert_span.end() + return result diff --git a/vocode/streaming/synthesizer/synthesizer_utils.py b/vocode/streaming/synthesizer/synthesizer_utils.py new file mode 100644 index 0000000000..ac69633adf --- /dev/null +++ b/vocode/streaming/synthesizer/synthesizer_utils.py @@ -0,0 +1,50 @@ +from typing import List + + +def split_text(string_to_split: str, max_text_length: int) -> List[str]: + # Base case: if the string_to_split is less than or equal to max_text_length characters, return it as a single element array + if len(string_to_split) <= max_text_length: + return [string_to_split.strip()] + + # Recursive case: find the index of the last sentence ender in the first max_text_length characters of the string_to_split + sentence_enders = [".", "!", "?"] + index = -1 + for ender in sentence_enders: + i = string_to_split[:max_text_length].rfind(ender) + if i > index: + index = i + + # If there is a sentence ender, split the string_to_split at that index plus one and strip any spaces from both parts + if index != -1: + first_part = string_to_split[: index + 1].strip() + second_part = string_to_split[index + 1 :].strip() + + # If there is no sentence ender, find the index of the last comma in the first max_text_length characters of the string_to_split + else: + index = string_to_split[:max_text_length].rfind(",") + # If there is a comma, split the string_to_split at that index plus one and strip any spaces from both parts + if index != -1: + first_part = string_to_split[: index + 1].strip() + second_part = string_to_split[index + 1 :].strip() + # If there is no comma, find the index of the last space in the first max_text_length characters of the string_to_split + else: + index = string_to_split[:max_text_length].rfind(" ") + # If there is a space, split the string_to_split at that index and strip any spaces from both parts + if index != -1: + first_part = string_to_split[:index].strip() + second_part = string_to_split[index:].strip() + + # If there is no space, split the string_to_split at max_text_length characters and strip any spaces from both parts + else: + first_part = string_to_split[:max_text_length].strip() + second_part = string_to_split[max_text_length:].strip() + + # Append the first part to the result array + result = [first_part] + + # Call the function recursively on the remaining part of the string_to_split and extend the result array with it, unless it is empty + if second_part != "": + result.extend(split_text(string_to_split=second_part, max_text_length=max_text_length)) + + # Return the result array + return result diff --git a/vocode/streaming/telephony/client/abstract_telephony_client.py b/vocode/streaming/telephony/client/abstract_telephony_client.py new file mode 100644 index 0000000000..2cdf92b84c --- /dev/null +++ b/vocode/streaming/telephony/client/abstract_telephony_client.py @@ -0,0 +1,29 @@ +from abc import ABC, abstractmethod +from typing import Dict, Optional + +from vocode.streaming.models.telephony import TelephonyProviderConfig + + +class AbstractTelephonyClient(ABC): + def __init__(self, base_url: str): + self.base_url = base_url + + @abstractmethod + def get_telephony_config(self) -> TelephonyProviderConfig: + pass + + @abstractmethod + async def create_call( + self, + conversation_id: str, + to_phone: str, + from_phone: str, + record: bool = False, + digits: Optional[str] = None, + telephony_params: Optional[Dict[str, str]] = None, + ) -> str: # returns identifier of the call on the telephony provider + pass + + @abstractmethod + async def end_call(self, id) -> bool: + raise NotImplementedError diff --git a/vocode/streaming/telephony/client/base_telephony_client.py b/vocode/streaming/telephony/client/base_telephony_client.py deleted file mode 100644 index 157e6e9e57..0000000000 --- a/vocode/streaming/telephony/client/base_telephony_client.py +++ /dev/null @@ -1,32 +0,0 @@ -from typing import Optional - -from vocode.streaming.models.telephony import BaseCallConfig - - -class BaseTelephonyClient: - def __init__(self, base_url): - self.base_url = base_url - - def get_telephony_config(self): - raise NotImplementedError - - async def create_call( - self, - conversation_id: str, - to_phone: str, - from_phone: str, - record: bool = False, - digits: Optional[str] = None, - ) -> str: # identifier of the call on the telephony provider - raise NotImplementedError - - async def end_call(self, id) -> bool: - raise NotImplementedError - - def validate_outbound_call( - self, - to_phone: str, - from_phone: str, - mobile_only: bool = True, - ): - raise NotImplementedError diff --git a/vocode/streaming/telephony/client/twilio_client.py b/vocode/streaming/telephony/client/twilio_client.py index 7325a2f871..254318cf9e 100644 --- a/vocode/streaming/telephony/client/twilio_client.py +++ b/vocode/streaming/telephony/client/twilio_client.py @@ -1,25 +1,34 @@ -from typing import Optional -from twilio.rest import Client +import os +from typing import Dict, Optional -from vocode.streaming.models.telephony import BaseCallConfig, TwilioConfig -from vocode.streaming.telephony.client.base_telephony_client import BaseTelephonyClient -from vocode.streaming.telephony.templater import Templater +import aiohttp +from loguru import logger +from vocode.streaming.models.telephony import TwilioConfig +from vocode.streaming.telephony.client.abstract_telephony_client import AbstractTelephonyClient +from vocode.streaming.telephony.templater import get_connection_twiml +from vocode.streaming.utils.async_requester import AsyncRequestor -class TwilioClient(BaseTelephonyClient): - def __init__(self, base_url: str, twilio_config: TwilioConfig): - super().__init__(base_url) - self.twilio_config = twilio_config - # TODO: this is blocking - self.twilio_client = Client(twilio_config.account_sid, twilio_config.auth_token) - try: - # Test credentials - self.twilio_client.api.accounts(twilio_config.account_sid).fetch() - except Exception as e: - raise RuntimeError( - "Could not create Twilio client. Invalid credentials" - ) from e - self.templater = Templater() + +class TwilioBadRequestException(ValueError): + pass + + +class TwilioClient(AbstractTelephonyClient): + def __init__( + self, + base_url: str, + maybe_twilio_config: Optional[TwilioConfig] = None, + ): + self.twilio_config = maybe_twilio_config or TwilioConfig( + account_sid=os.environ["TWILIO_ACCOUNT_SID"], + auth_token=os.environ["TWILIO_AUTH_TOKEN"], + ) + self.auth = aiohttp.BasicAuth( + login=self.twilio_config.account_sid, + password=self.twilio_config.auth_token, + ) + super().__init__(base_url=base_url) def get_telephony_config(self): return self.twilio_config @@ -29,48 +38,49 @@ async def create_call( conversation_id: str, to_phone: str, from_phone: str, - record: bool = False, - digits: Optional[str] = None, + record: bool = False, # currently no-op + digits: Optional[str] = None, # currently no-op + telephony_params: Optional[Dict[str, str]] = None, ) -> str: - # TODO: Make this async. This is blocking. - twiml = self.get_connection_twiml(conversation_id=conversation_id) - twilio_call = self.twilio_client.calls.create( - twiml=twiml.body.decode("utf-8"), - to=to_phone, - from_=from_phone, - send_digits=digits, - record=record, - **self.get_telephony_config().extra_params, - ) - return twilio_call.sid + data = { + "Twiml": self.get_connection_twiml(conversation_id=conversation_id).body.decode( + "utf-8" + ), + "To": f"+{to_phone}", + "From": f"+{from_phone}", + **(telephony_params or {}), + } + if digits: + data["SendDigits"] = digits + async with AsyncRequestor().get_session().post( + f"https://api.twilio.com/2010-04-01/Accounts/{self.twilio_config.account_sid}/Calls.json", + auth=self.auth, + data=data, + ) as response: + if not response.ok: + if response.status == 400: + logger.error( + f"Failed to create call: {response.status} {response.reason} {await response.json()}" + ) + raise TwilioBadRequestException( + "Telephony provider rejected call; this is usually due to a bad/malformed number. " + "If this persists, and you're sure that the number is well-formed, " + "please contact us." + ) + raise RuntimeError(f"Failed to create call: {response.status} {response.reason}") + response = await response.json() + return response["sid"] def get_connection_twiml(self, conversation_id: str): - return self.templater.get_connection_twiml( - base_url=self.base_url, call_id=conversation_id - ) + return get_connection_twiml(call_id=conversation_id, base_url=self.base_url) async def end_call(self, twilio_sid): - # TODO: Make this async. This is blocking. - response = self.twilio_client.calls(twilio_sid).update(status="completed") - return response.status == "completed" - - def validate_outbound_call( - self, - to_phone: str, - from_phone: str, - mobile_only: bool = True, - ): - if len(to_phone) < 8: - raise ValueError("Invalid 'to' phone") - - if not mobile_only: - return - line_type_intelligence = ( - self.twilio_client.lookups.v2.phone_numbers(to_phone) - .fetch(fields="line_type_intelligence") - .line_type_intelligence - ) - if not line_type_intelligence or ( - line_type_intelligence and line_type_intelligence["type"] != "mobile" - ): - raise ValueError("Can only call mobile phones") + async with AsyncRequestor().get_session().post( + f"https://api.twilio.com/2010-04-01/Accounts/{self.twilio_config.account_sid}/Calls/{twilio_sid}.json", + auth=self.auth, + data={"Status": "completed"}, + ) as response: + if not response.ok: + raise RuntimeError(f"Failed to end call: {response.status} {response.reason}") + response = await response.json() + return response["status"] == "completed" diff --git a/vocode/streaming/telephony/client/vonage_client.py b/vocode/streaming/telephony/client/vonage_client.py index d7582a149d..ffc70f7b31 100644 --- a/vocode/streaming/telephony/client/vonage_client.py +++ b/vocode/streaming/telephony/client/vonage_client.py @@ -1,69 +1,49 @@ +import os from typing import Any, Dict, List, Optional -import aiohttp -from vocode.streaming.models.telephony import VonageConfig -from vocode.streaming.telephony.client.base_telephony_client import BaseTelephonyClient -import vonage +from vocode.streaming.models.telephony import VonageConfig +from vocode.streaming.telephony.client.abstract_telephony_client import AbstractTelephonyClient from vocode.streaming.telephony.constants import VONAGE_CONTENT_TYPE +from vocode.streaming.utils.async_requester import AsyncRequestor + +class VonageBadRequestException(ValueError): + pass -class VonageClient(BaseTelephonyClient): + +class VonageClient(AbstractTelephonyClient): def __init__( self, - base_url, - vonage_config: VonageConfig, - aiohttp_session: Optional[aiohttp.ClientSession] = None, + base_url: str, + maybe_vonage_config: Optional[VonageConfig] = None, + record_calls: bool = False, ): - super().__init__(base_url) - self.vonage_config = vonage_config - self.client = vonage.Client( - key=vonage_config.api_key, - secret=vonage_config.api_secret, - application_id=vonage_config.application_id, - private_key=vonage_config.private_key, + + import vonage + + self.vonage = vonage + + super().__init__( + base_url=base_url, + ) + self.vonage_config = maybe_vonage_config or VonageConfig( + api_key=os.environ["VONAGE_API_KEY"], + api_secret=os.environ["VONAGE_API_SECRET"], + application_id=os.environ["VONAGE_APPLICATION_ID"], + private_key=os.environ["VONAGE_PRIVATE_KEY"], + record=record_calls, + ) + # Vonage's sync client: only used for authentication helpers + self.client = self.vonage.Client( + key=self.vonage_config.api_key, + secret=self.vonage_config.api_secret, + application_id=self.vonage_config.application_id, + private_key=self.vonage_config.private_key, ) - self.voice = vonage.Voice(self.client) - self.maybe_aiohttp_session = aiohttp_session def get_telephony_config(self): return self.vonage_config - async def create_vonage_call( - self, - to_phone: str, - from_phone: str, - ncco: str, - digits: Optional[str] = None, - event_urls: List[str] = [], - **kwargs, - ) -> str: # returns the Vonage UUID - aiohttp_session = self.maybe_aiohttp_session or aiohttp.ClientSession() - vonage_call_uuid: str - async with aiohttp_session.post( - f"https://api.nexmo.com/v1/calls", - json={ - "to": [{"type": "phone", "number": to_phone, "dtmfAnswer": digits}], - "from": {"type": "phone", "number": from_phone}, - "ncco": ncco, - "event_url": event_urls, - **kwargs, - }, - headers={ - "Authorization": f"Bearer {self.client._generate_application_jwt().decode()}" - }, - ) as response: - if not response.ok: - raise RuntimeError( - f"Failed to start call: {response.status} {response.reason}" - ) - data = await response.json() - if not data["status"] == "started": - raise RuntimeError(f"Failed to start call: {response}") - vonage_call_uuid = data["uuid"] - if not self.maybe_aiohttp_session: - await aiohttp_session.close() - return vonage_call_uuid - async def create_call( self, conversation_id: str, @@ -71,63 +51,106 @@ async def create_call( from_phone: str, record: bool = False, digits: Optional[str] = None, + telephony_params: Optional[Dict[str, str]] = None, ) -> str: # identifier of the call on the telephony provider - return await self.create_vonage_call( + return await self._create_vonage_call( to_phone, from_phone, self.create_call_ncco( - self.base_url, conversation_id, record, is_outbound=True + conversation_id=conversation_id, + record=record, + is_outbound=True, ), digits, + event_urls=[], ) - @staticmethod - def create_call_ncco(base_url, conversation_id, record, is_outbound: bool = False): + async def end_call(self, id) -> bool: + async with AsyncRequestor().get_session().put( + f"https://api.nexmo.com/v1/calls/{id}", + json={"action": "hangup"}, + headers={"Authorization": f"Bearer {self.client._generate_application_jwt().decode()}"}, + ) as response: + if not response.ok: + raise RuntimeError(f"Failed to end call: {response.status} {response.reason}") + return True + + async def update_call(self, vonage_uuid, new_ncco): + async with AsyncRequestor().get_session().put( + f"https://api.nexmo.com/v1/calls/{vonage_uuid}", + json={ + "action": "transfer", + "destination": {"type": "ncco", "ncco": new_ncco}, + }, + headers={"Authorization": self.client._create_jwt_auth_string().decode()}, + ) as response: + if not response.ok: + raise RuntimeError(f"Failed to update call: {response.status} {response.reason}") + return True + + def create_call_ncco( + self, + conversation_id, + record, # currently no-op + is_outbound: bool = False, + ): ncco: List[Dict[str, Any]] = [] - if record: - ncco.append( - { - "action": "record", - "eventUrl": [f"https://{base_url}/recordings/{conversation_id}"], - } - ) ncco.append( { "action": "connect", "endpoint": [ { "type": "websocket", - "uri": f"wss://{base_url}/connect_call/{conversation_id}", + "uri": f"wss://{self.base_url}/connect_call/{conversation_id}", "content-type": VONAGE_CONTENT_TYPE, "headers": {}, } ], - } + }, ) return ncco - async def end_call(self, id) -> bool: - aiohttp_session = self.maybe_aiohttp_session or aiohttp.ClientSession() - async with aiohttp_session.put( - f"https://api.nexmo.com/v1/calls/{id}", - json={"action": "hangup"}, - headers={ - "Authorization": f"Bearer {self.client._generate_application_jwt().decode()}" + async def _create_vonage_call( + self, + to_phone: str, + from_phone: str, + ncco: str, + digits: Optional[str] = None, + event_urls: List[str] = [], + **kwargs, + ) -> str: # returns the Vonage UUID + vonage_call_uuid: str + async with AsyncRequestor().get_session().post( + "https://api.nexmo.com/v1/calls", + json={ + "to": [{"type": "phone", "number": to_phone, "dtmfAnswer": digits}], + "from": {"type": "phone", "number": from_phone}, + "ncco": ncco, + "event_url": event_urls, + **kwargs, }, + headers={"Authorization": f"Bearer {self.client._generate_application_jwt().decode()}"}, ) as response: if not response.ok: - raise RuntimeError( - f"Failed to end call: {response.status} {response.reason}" - ) - if not self.maybe_aiohttp_session: - await aiohttp_session.close() - return True + if response.status == 400: + raise VonageBadRequestException( + "Failed to start call; this is usually due to a bad/malformed number. " + "If this persists, and you're sure that the number is well-formed, " + "please contact us." + ) + raise RuntimeError(f"Failed to start call: {response.status} {response.reason}") + data = await response.json() + if not data["status"] == "started": + raise RuntimeError(f"Failed to start call: {response}") + vonage_call_uuid = data["uuid"] + return vonage_call_uuid - # TODO(EPD-186) - def validate_outbound_call( - self, - to_phone: str, - from_phone: str, - mobile_only: bool = True, - ): - pass + async def send_dtmf(self, vonage_uuid: str, digits: str): + async with AsyncRequestor().get_session().put( + f"https://api.nexmo.com/v1/calls/{vonage_uuid}/dtmf", + json={"digits": digits}, + headers={"Authorization": self.client._create_jwt_auth_string().decode()}, + ) as response: + if not response.ok: + raise RuntimeError(f"Failed to send DTMF: {response.status} {response.reason}") + await response.json() diff --git a/vocode/streaming/telephony/config_manager/in_memory_config_manager.py b/vocode/streaming/telephony/config_manager/in_memory_config_manager.py index 09d8ba94f9..d71b9a3516 100644 --- a/vocode/streaming/telephony/config_manager/in_memory_config_manager.py +++ b/vocode/streaming/telephony/config_manager/in_memory_config_manager.py @@ -1,8 +1,7 @@ from typing import Optional + from vocode.streaming.models.telephony import BaseCallConfig -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, -) +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager class InMemoryConfigManager(BaseConfigManager): diff --git a/vocode/streaming/telephony/config_manager/redis_config_manager.py b/vocode/streaming/telephony/config_manager/redis_config_manager.py index af3d9a2fb7..33f4aabcf9 100644 --- a/vocode/streaming/telephony/config_manager/redis_config_manager.py +++ b/vocode/streaming/telephony/config_manager/redis_config_manager.py @@ -1,37 +1,32 @@ -import logging -import os from typing import Optional -from redis.asyncio import Redis + +from loguru import logger +from redis import Redis from vocode.streaming.models.telephony import BaseCallConfig -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, -) +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager +from vocode.streaming.utils.redis import initialize_redis class RedisConfigManager(BaseConfigManager): - def __init__(self, logger: Optional[logging.Logger] = None): - self.redis: Redis = Redis( - host=os.environ.get("REDISHOST", "localhost"), - port=int(os.environ.get("REDISPORT", 6379)), - username=os.environ.get("REDISUSER", None), - password=os.environ.get("REDISPASSWORD", None), - db=0, - decode_responses=True, - ) - self.logger = logger or logging.getLogger(__name__) + def __init__(self): + self.redis: Redis = initialize_redis() + + async def _set_with_one_day_expiration(self, *args, **kwargs): + ONE_DAY_SECONDS = 60 * 60 * 24 + return await self.redis.set(*args, **{**kwargs, "ex": ONE_DAY_SECONDS}) async def save_config(self, conversation_id: str, config: BaseCallConfig): - self.logger.debug(f"Saving config for {conversation_id}") - await self.redis.set(conversation_id, config.json()) + logger.debug(f"Saving config for {conversation_id}") + await self._set_with_one_day_expiration(conversation_id, config.json()) async def get_config(self, conversation_id) -> Optional[BaseCallConfig]: - self.logger.debug(f"Getting config for {conversation_id}") - raw_config = await self.redis.get(conversation_id) + logger.debug(f"Getting config for {conversation_id}") + raw_config = await self.redis.get(conversation_id) # type: ignore if raw_config: return BaseCallConfig.parse_raw(raw_config) return None async def delete_config(self, conversation_id): - self.logger.debug(f"Deleting config for {conversation_id}") + logger.debug(f"Deleting config for {conversation_id}") await self.redis.delete(conversation_id) diff --git a/vocode/streaming/telephony/constants.py b/vocode/streaming/telephony/constants.py index c9647357fb..889971bbf0 100644 --- a/vocode/streaming/telephony/constants.py +++ b/vocode/streaming/telephony/constants.py @@ -1,11 +1,13 @@ -from vocode.streaming.models.audio_encoding import AudioEncoding +from vocode.streaming.models.audio import AudioEncoding, SamplingRate # TODO(EPD-186): namespace as Twilio -DEFAULT_SAMPLING_RATE = 8000 +DEFAULT_SAMPLING_RATE = SamplingRate.RATE_8000 DEFAULT_AUDIO_ENCODING = AudioEncoding.MULAW DEFAULT_CHUNK_SIZE = 20 * 160 +MULAW_SILENCE_BYTE = b"\xff" -VONAGE_SAMPLING_RATE = 16000 +VONAGE_SAMPLING_RATE = SamplingRate.RATE_16000 VONAGE_AUDIO_ENCODING = AudioEncoding.LINEAR16 VONAGE_CHUNK_SIZE = 640 # 20ms at 16kHz with 16bit samples VONAGE_CONTENT_TYPE = "audio/l16;rate=16000" +PCM_SILENCE_BYTE = b"\x00" diff --git a/vocode/streaming/telephony/conversation/abstract_phone_conversation.py b/vocode/streaming/telephony/conversation/abstract_phone_conversation.py new file mode 100644 index 0000000000..308919a403 --- /dev/null +++ b/vocode/streaming/telephony/conversation/abstract_phone_conversation.py @@ -0,0 +1,90 @@ +from abc import abstractmethod +from typing import Literal, Optional, TypeVar, Union + +from fastapi import WebSocket +from loguru import logger + +from vocode import conversation_id as ctx_conversation_id +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.models.agent import AgentConfig +from vocode.streaming.models.events import PhoneCallEndedEvent +from vocode.streaming.models.synthesizer import SynthesizerConfig +from vocode.streaming.models.telephony import PhoneCallDirection +from vocode.streaming.models.transcriber import TranscriberConfig +from vocode.streaming.output_device.twilio_output_device import TwilioOutputDevice +from vocode.streaming.output_device.vonage_output_device import VonageOutputDevice +from vocode.streaming.streaming_conversation import StreamingConversation +from vocode.streaming.synthesizer.abstract_factory import AbstractSynthesizerFactory +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager +from vocode.streaming.transcriber.abstract_factory import AbstractTranscriberFactory +from vocode.streaming.utils import create_conversation_id +from vocode.streaming.utils.events_manager import EventsManager + +TelephonyOutputDeviceType = TypeVar( + "TelephonyOutputDeviceType", bound=Union[TwilioOutputDevice, VonageOutputDevice] +) + +LOW_INTERRUPT_SENSITIVITY_THRESHOLD = 0.9 + +TelephonyProvider = Literal["twilio", "vonage"] + + +class AbstractPhoneConversation(StreamingConversation[TelephonyOutputDeviceType]): + telephony_provider: TelephonyProvider + + def __init__( + self, + direction: PhoneCallDirection, + from_phone: str, + to_phone: str, + base_url: str, + config_manager: BaseConfigManager, + output_device: TelephonyOutputDeviceType, + agent_config: AgentConfig, + transcriber_config: TranscriberConfig, + synthesizer_config: SynthesizerConfig, + agent_factory: AbstractAgentFactory, + transcriber_factory: AbstractTranscriberFactory, + synthesizer_factory: AbstractSynthesizerFactory, + conversation_id: Optional[str] = None, + events_manager: Optional[EventsManager] = None, + speed_coefficient: float = 1.0, + per_chunk_allowance_seconds: float = 0.01, + ): + conversation_id = conversation_id or create_conversation_id() + ctx_conversation_id.set(conversation_id) + + self.direction = direction + self.from_phone = from_phone + self.to_phone = to_phone + self.base_url = base_url + super().__init__( + output_device, + transcriber_factory.create_transcriber(transcriber_config), + agent_factory.create_agent(agent_config), + synthesizer_factory.create_synthesizer(synthesizer_config), + conversation_id=conversation_id, + per_chunk_allowance_seconds=per_chunk_allowance_seconds, + events_manager=events_manager, + speed_coefficient=speed_coefficient, + ) + self.transcriptions_worker = self.TranscriptionsWorker( + input_queue=self.transcriber.output_queue, + output_queue=self.agent.get_input_queue(), + conversation=self, + interruptible_event_factory=self.interruptible_event_factory, + ) + self.config_manager = config_manager + + def attach_ws(self, ws: WebSocket): + logger.debug("Trying to attach WS to outbound call") + self.output_device.ws = ws + logger.debug("Attached WS to outbound call") + + @abstractmethod + async def attach_ws_and_start(self, ws: WebSocket): + pass + + async def terminate(self): + self.events_manager.publish_event(PhoneCallEndedEvent(conversation_id=self.id)) + await super().terminate() diff --git a/vocode/streaming/telephony/conversation/call.py b/vocode/streaming/telephony/conversation/call.py deleted file mode 100644 index 37fb442738..0000000000 --- a/vocode/streaming/telephony/conversation/call.py +++ /dev/null @@ -1,83 +0,0 @@ -from fastapi import WebSocket -from enum import Enum -import logging -from typing import Optional, TypeVar, Union -from vocode.streaming.agent.factory import AgentFactory -from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.events import PhoneCallEndedEvent -from vocode.streaming.output_device.vonage_output_device import VonageOutputDevice - -from vocode.streaming.streaming_conversation import StreamingConversation -from vocode.streaming.output_device.twilio_output_device import TwilioOutputDevice -from vocode.streaming.models.synthesizer import ( - SynthesizerConfig, -) -from vocode.streaming.models.transcriber import ( - TranscriberConfig, -) -from vocode.streaming.synthesizer.factory import SynthesizerFactory -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, -) -from vocode.streaming.telephony.constants import DEFAULT_SAMPLING_RATE -from vocode.streaming.streaming_conversation import StreamingConversation -from vocode.streaming.transcriber.factory import TranscriberFactory -from vocode.streaming.utils.events_manager import EventsManager -from vocode.streaming.utils.conversation_logger_adapter import wrap_logger -from vocode.streaming.utils import create_conversation_id - -TelephonyOutputDeviceType = TypeVar( - "TelephonyOutputDeviceType", bound=Union[TwilioOutputDevice, VonageOutputDevice] -) - - -class Call(StreamingConversation[TelephonyOutputDeviceType]): - def __init__( - self, - from_phone: str, - to_phone: str, - base_url: str, - config_manager: BaseConfigManager, - output_device: TelephonyOutputDeviceType, - agent_config: AgentConfig, - transcriber_config: TranscriberConfig, - synthesizer_config: SynthesizerConfig, - conversation_id: Optional[str] = None, - transcriber_factory: TranscriberFactory = TranscriberFactory(), - agent_factory: AgentFactory = AgentFactory(), - synthesizer_factory: SynthesizerFactory = SynthesizerFactory(), - events_manager: Optional[EventsManager] = None, - logger: Optional[logging.Logger] = None, - ): - conversation_id = conversation_id or create_conversation_id() - logger = wrap_logger( - logger or logging.getLogger(__name__), - conversation_id=conversation_id, - ) - - self.from_phone = from_phone - self.to_phone = to_phone - self.base_url = base_url - self.config_manager = config_manager - super().__init__( - output_device, - transcriber_factory.create_transcriber(transcriber_config, logger=logger), - agent_factory.create_agent(agent_config, logger=logger), - synthesizer_factory.create_synthesizer(synthesizer_config, logger=logger), - conversation_id=conversation_id, - per_chunk_allowance_seconds=0.01, - events_manager=events_manager, - logger=logger, - ) - - def attach_ws(self, ws: WebSocket): - self.logger.debug("Trying to attach WS to outbound call") - self.output_device.ws = ws - self.logger.debug("Attached WS to outbound call") - - async def attach_ws_and_start(self, ws: WebSocket): - raise NotImplementedError - - async def tear_down(self): - self.events_manager.publish_event(PhoneCallEndedEvent(conversation_id=self.id)) - await self.terminate() diff --git a/vocode/streaming/telephony/conversation/mark_message_queue.py b/vocode/streaming/telephony/conversation/mark_message_queue.py new file mode 100644 index 0000000000..c4b17b9319 --- /dev/null +++ b/vocode/streaming/telephony/conversation/mark_message_queue.py @@ -0,0 +1,46 @@ +import asyncio +from typing import Dict, Union + +from pydantic.v1 import BaseModel + + +class ChunkFinishedMarkMessage(BaseModel): + chunk_idx: int + + +class UtteranceFinishedMarkMessage(BaseModel): + pass + + +MarkMessage = Union[ChunkFinishedMarkMessage, UtteranceFinishedMarkMessage] + + +class MarkMessageQueue: + """A keyed asyncio.Queue for MarkMessage objects""" + + def __init__(self): + self.utterance_queues: Dict[str, asyncio.Queue[MarkMessage]] = {} + + def create_utterance_queue(self, utterance_id: str): + if utterance_id in self.utterance_queues: + raise ValueError(f"utterance_id {utterance_id} already exists") + self.utterance_queues[utterance_id] = asyncio.Queue() + + def put_nowait( + self, + utterance_id: str, + mark_message: MarkMessage, + ): + if utterance_id in self.utterance_queues: + self.utterance_queues[utterance_id].put_nowait(mark_message) + + async def get( + self, + utterance_id: str, + ) -> MarkMessage: + if utterance_id not in self.utterance_queues: + raise ValueError(f"utterance_id {utterance_id} not found") + return await self.utterance_queues[utterance_id].get() + + def delete_utterance_queue(self, utterance_id: str): + del self.utterance_queues[utterance_id] diff --git a/vocode/streaming/telephony/conversation/outbound_call.py b/vocode/streaming/telephony/conversation/outbound_call.py index 88bc77ccb5..5570ebdf7e 100644 --- a/vocode/streaming/telephony/conversation/outbound_call.py +++ b/vocode/streaming/telephony/conversation/outbound_call.py @@ -1,27 +1,21 @@ -import logging -from typing import Optional, Union -from vocode import getenv +from typing import Dict, Optional + +from loguru import logger from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.synthesizer import ( - SynthesizerConfig, -) +from vocode.streaming.models.synthesizer import SynthesizerConfig from vocode.streaming.models.telephony import ( + TelephonyConfig, TwilioCallConfig, TwilioConfig, VonageCallConfig, VonageConfig, ) -from vocode.streaming.models.transcriber import ( - TranscriberConfig, -) -from vocode.streaming.telephony.client.base_telephony_client import BaseTelephonyClient +from vocode.streaming.models.transcriber import TranscriberConfig +from vocode.streaming.telephony.client.abstract_telephony_client import AbstractTelephonyClient from vocode.streaming.telephony.client.twilio_client import TwilioClient from vocode.streaming.telephony.client.vonage_client import VonageClient -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, -) +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager from vocode.streaming.utils import create_conversation_id @@ -33,13 +27,12 @@ def __init__( from_phone: str, config_manager: BaseConfigManager, agent_config: AgentConfig, - twilio_config: Optional[TwilioConfig] = None, - vonage_config: Optional[VonageConfig] = None, + telephony_config: TelephonyConfig, + telephony_params: Optional[Dict[str, str]] = None, transcriber_config: Optional[TranscriberConfig] = None, synthesizer_config: Optional[SynthesizerConfig] = None, conversation_id: Optional[str] = None, - logger: Optional[logging.Logger] = None, - mobile_only: bool = True, + sentry_tags: Dict[str, str] = {}, digits: Optional[ str ] = None, # Keys to press when the call connects, see send_digits https://www.twilio.com/docs/voice/api/call-resource#create-a-call-resource @@ -47,52 +40,33 @@ def __init__( ): self.base_url = base_url self.to_phone = to_phone - self.digits = digits self.from_phone = from_phone - self.mobile_only = mobile_only self.config_manager = config_manager self.agent_config = agent_config self.conversation_id = conversation_id or create_conversation_id() - self.logger = logger or logging.getLogger(__name__) - self.twilio_config = twilio_config - self.vonage_config = vonage_config - if not self.twilio_config and not self.vonage_config: - self.logger.debug( - "No telephony config provided, defaulting to Twilio env vars" - ) - self.twilio_config = TwilioConfig( - account_sid=getenv("TWILIO_ACCOUNT_SID"), - auth_token=getenv("TWILIO_AUTH_TOKEN"), - ) + self.telephony_config = telephony_config + self.telephony_params = telephony_params or {} self.telephony_client = self.create_telephony_client() - assert not output_to_speaker or isinstance( - self.telephony_client, VonageClient - ), "Output to speaker is only supported for Vonage calls" self.transcriber_config = self.create_transcriber_config(transcriber_config) self.synthesizer_config = self.create_synthesizer_config(synthesizer_config) - self.telephony_id = None self.output_to_speaker = output_to_speaker + self.sentry_tags = sentry_tags + self.digits = digits - def create_telephony_client(self) -> BaseTelephonyClient: - if self.twilio_config is not None: - return TwilioClient( - base_url=self.base_url, twilio_config=self.twilio_config - ) - elif self.vonage_config is not None: - return VonageClient( - base_url=self.base_url, vonage_config=self.vonage_config - ) - else: - raise ValueError("No telephony config provided") + def create_telephony_client(self) -> AbstractTelephonyClient: + if isinstance(self.telephony_config, TwilioConfig): + return TwilioClient(base_url=self.base_url, maybe_twilio_config=self.telephony_config) + elif isinstance(self.telephony_config, VonageConfig): + return VonageClient(base_url=self.base_url, maybe_vonage_config=self.telephony_config) def create_transcriber_config( self, transcriber_config_override: Optional[TranscriberConfig] ) -> TranscriberConfig: if transcriber_config_override is not None: return transcriber_config_override - if self.twilio_config is not None: + if isinstance(self.telephony_config, TwilioConfig): return TwilioCallConfig.default_transcriber_config() - elif self.vonage_config is not None: + elif isinstance(self.telephony_config, VonageConfig): return VonageCallConfig.default_transcriber_config() else: raise ValueError("No telephony config provided") @@ -102,25 +76,21 @@ def create_synthesizer_config( ) -> SynthesizerConfig: if synthesizer_config_override is not None: return synthesizer_config_override - if self.twilio_config is not None: + if isinstance(self.telephony_config, TwilioConfig): return TwilioCallConfig.default_synthesizer_config() - elif self.vonage_config is not None: + elif isinstance(self.telephony_config, VonageConfig): return VonageCallConfig.default_synthesizer_config() else: raise ValueError("No telephony config provided") async def start(self): - self.logger.debug("Starting outbound call") - self.telephony_client.validate_outbound_call( - to_phone=self.to_phone, - from_phone=self.from_phone, - mobile_only=self.mobile_only, - ) + logger.debug("Starting outbound call") self.telephony_id = await self.telephony_client.create_call( conversation_id=self.conversation_id, to_phone=self.to_phone, from_phone=self.from_phone, - record=self.telephony_client.get_telephony_config().record, + record=self.telephony_client.get_telephony_config().record, # note twilio does not use this + telephony_params=self.telephony_params, digits=self.digits, ) if isinstance(self.telephony_client, TwilioClient): @@ -132,6 +102,9 @@ async def start(self): twilio_sid=self.telephony_id, from_phone=self.from_phone, to_phone=self.to_phone, + sentry_tags=self.sentry_tags, + telephony_params=self.telephony_params, + direction="outbound", ) elif isinstance(self.telephony_client, VonageClient): call_config = VonageCallConfig( @@ -142,7 +115,10 @@ async def start(self): vonage_uuid=self.telephony_id, from_phone=self.from_phone, to_phone=self.to_phone, - output_to_speaker=self.output_to_speaker, + output_to_speaker=False, + sentry_tags=self.sentry_tags, + telephony_params=self.telephony_params, + direction="outbound", ) else: raise ValueError("Unknown telephony client") diff --git a/vocode/streaming/telephony/conversation/twilio_call.py b/vocode/streaming/telephony/conversation/twilio_call.py deleted file mode 100644 index 6d436f30bd..0000000000 --- a/vocode/streaming/telephony/conversation/twilio_call.py +++ /dev/null @@ -1,161 +0,0 @@ -import asyncio -from fastapi import WebSocket -import base64 -from enum import Enum -import json -import logging -from typing import Optional -from vocode import getenv -from vocode.streaming.agent.factory import AgentFactory -from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.events import PhoneCallConnectedEvent - -from vocode.streaming.models.telephony import TwilioConfig -from vocode.streaming.output_device.twilio_output_device import TwilioOutputDevice -from vocode.streaming.models.synthesizer import ( - SynthesizerConfig, -) -from vocode.streaming.models.transcriber import ( - TranscriberConfig, -) -from vocode.streaming.synthesizer.factory import SynthesizerFactory -from vocode.streaming.telephony.client.twilio_client import TwilioClient -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, -) -from vocode.streaming.telephony.conversation.call import Call -from vocode.streaming.transcriber.factory import TranscriberFactory -from vocode.streaming.utils.events_manager import EventsManager -from vocode.streaming.utils.state_manager import TwilioCallStateManager - - -class PhoneCallWebsocketAction(Enum): - CLOSE_WEBSOCKET = 1 - - -class TwilioCall(Call[TwilioOutputDevice]): - def __init__( - self, - from_phone: str, - to_phone: str, - base_url: str, - config_manager: BaseConfigManager, - agent_config: AgentConfig, - transcriber_config: TranscriberConfig, - synthesizer_config: SynthesizerConfig, - twilio_sid: str, - twilio_config: Optional[TwilioConfig] = None, - conversation_id: Optional[str] = None, - transcriber_factory: TranscriberFactory = TranscriberFactory(), - agent_factory: AgentFactory = AgentFactory(), - synthesizer_factory: SynthesizerFactory = SynthesizerFactory(), - events_manager: Optional[EventsManager] = None, - logger: Optional[logging.Logger] = None, - ): - super().__init__( - from_phone, - to_phone, - base_url, - config_manager, - TwilioOutputDevice(), - agent_config, - transcriber_config, - synthesizer_config, - conversation_id=conversation_id, - events_manager=events_manager, - transcriber_factory=transcriber_factory, - agent_factory=agent_factory, - synthesizer_factory=synthesizer_factory, - logger=logger, - ) - self.base_url = base_url - self.config_manager = config_manager - self.twilio_config = twilio_config or TwilioConfig( - account_sid=getenv("TWILIO_ACCOUNT_SID"), - auth_token=getenv("TWILIO_AUTH_TOKEN"), - ) - self.telephony_client = TwilioClient( - base_url=base_url, twilio_config=self.twilio_config - ) - self.twilio_sid = twilio_sid - self.latest_media_timestamp = 0 - - def create_state_manager(self) -> TwilioCallStateManager: - return TwilioCallStateManager(self) - - async def attach_ws_and_start(self, ws: WebSocket): - super().attach_ws(ws) - - twilio_call_ref = self.telephony_client.twilio_client.calls(self.twilio_sid) - twilio_call = twilio_call_ref.fetch() - - if self.twilio_config.record: - recordings_create_params = ( - self.twilio_config.extra_params.get("recordings_create_params") - if self.twilio_config.extra_params - else None - ) - recording = ( - twilio_call_ref.recordings.create(**recordings_create_params) - if recordings_create_params - else twilio_call_ref.recordings.create() - ) - self.logger.info(f"Recording: {recording.sid}") - - if twilio_call.answered_by in ("machine_start", "fax"): - self.logger.info(f"Call answered by {twilio_call.answered_by}") - twilio_call.update(status="completed") - else: - await self.wait_for_twilio_start(ws) - await super().start() - self.events_manager.publish_event( - PhoneCallConnectedEvent( - conversation_id=self.id, - to_phone_number=self.to_phone, - from_phone_number=self.from_phone, - ) - ) - while self.active: - message = await ws.receive_text() - response = await self.handle_ws_message(message) - if response == PhoneCallWebsocketAction.CLOSE_WEBSOCKET: - break - await self.config_manager.delete_config(self.id) - await self.tear_down() - - async def wait_for_twilio_start(self, ws: WebSocket): - assert isinstance(self.output_device, TwilioOutputDevice) - while True: - message = await ws.receive_text() - if not message: - continue - data = json.loads(message) - if data["event"] == "start": - self.logger.debug( - f"Media WS: Received event '{data['event']}': {message}" - ) - self.output_device.stream_sid = data["start"]["streamSid"] - break - - async def handle_ws_message(self, message) -> Optional[PhoneCallWebsocketAction]: - if message is None: - return PhoneCallWebsocketAction.CLOSE_WEBSOCKET - - data = json.loads(message) - if data["event"] == "media": - media = data["media"] - chunk = base64.b64decode(media["payload"]) - if self.latest_media_timestamp + 20 < int(media["timestamp"]): - bytes_to_fill = 8 * ( - int(media["timestamp"]) - (self.latest_media_timestamp + 20) - ) - self.logger.debug(f"Filling {bytes_to_fill} bytes of silence") - # NOTE: 0xff is silence for mulaw audio - self.receive_audio(b"\xff" * bytes_to_fill) - self.latest_media_timestamp = int(media["timestamp"]) - self.receive_audio(chunk) - elif data["event"] == "stop": - self.logger.debug(f"Media WS: Received event 'stop': {message}") - self.logger.debug("Stopping...") - return PhoneCallWebsocketAction.CLOSE_WEBSOCKET - return None diff --git a/vocode/streaming/telephony/conversation/twilio_phone_conversation.py b/vocode/streaming/telephony/conversation/twilio_phone_conversation.py new file mode 100644 index 0000000000..6145d53b05 --- /dev/null +++ b/vocode/streaming/telephony/conversation/twilio_phone_conversation.py @@ -0,0 +1,274 @@ +import asyncio +import base64 +import json +import os +import threading +from enum import Enum +from typing import AsyncGenerator, Optional + +from fastapi import WebSocket +from loguru import logger + +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.models.agent import AgentConfig +from vocode.streaming.models.events import PhoneCallConnectedEvent +from vocode.streaming.models.synthesizer import SynthesizerConfig +from vocode.streaming.models.telephony import PhoneCallDirection, TwilioConfig +from vocode.streaming.models.transcriber import TranscriberConfig +from vocode.streaming.models.transcript import Message +from vocode.streaming.output_device.twilio_output_device import TwilioOutputDevice +from vocode.streaming.synthesizer.abstract_factory import AbstractSynthesizerFactory +from vocode.streaming.synthesizer.base_synthesizer import SynthesisResult +from vocode.streaming.synthesizer.input_streaming_synthesizer import InputStreamingSynthesizer +from vocode.streaming.telephony.client.twilio_client import TwilioClient +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager +from vocode.streaming.telephony.conversation.abstract_phone_conversation import ( + AbstractPhoneConversation, +) +from vocode.streaming.telephony.conversation.mark_message_queue import ( + ChunkFinishedMarkMessage, + MarkMessage, + MarkMessageQueue, + UtteranceFinishedMarkMessage, +) +from vocode.streaming.transcriber.abstract_factory import AbstractTranscriberFactory +from vocode.streaming.utils import create_utterance_id +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.events_manager import EventsManager +from vocode.streaming.utils.state_manager import TwilioPhoneConversationStateManager + + +class TwilioPhoneConversationWebsocketAction(Enum): + CLOSE_WEBSOCKET = 1 + + +class TwilioPhoneConversation(AbstractPhoneConversation[TwilioOutputDevice]): + telephony_provider = "twilio" + + def __init__( + self, + direction: PhoneCallDirection, + from_phone: str, + to_phone: str, + base_url: str, + config_manager: BaseConfigManager, + agent_config: AgentConfig, + transcriber_config: TranscriberConfig, + synthesizer_config: SynthesizerConfig, + twilio_sid: str, + agent_factory: AbstractAgentFactory, + transcriber_factory: AbstractTranscriberFactory, + synthesizer_factory: AbstractSynthesizerFactory, + twilio_config: Optional[TwilioConfig] = None, + conversation_id: Optional[str] = None, + events_manager: Optional[EventsManager] = None, + record_call: bool = False, + speed_coefficient: float = 1.0, + noise_suppression: bool = False, # is currently a no-op + ): + super().__init__( + direction=direction, + from_phone=from_phone, + to_phone=to_phone, + base_url=base_url, + config_manager=config_manager, + output_device=TwilioOutputDevice(), + agent_config=agent_config, + transcriber_config=transcriber_config, + synthesizer_config=synthesizer_config, + conversation_id=conversation_id, + events_manager=events_manager, + transcriber_factory=transcriber_factory, + agent_factory=agent_factory, + synthesizer_factory=synthesizer_factory, + speed_coefficient=speed_coefficient, + ) + self.mark_message_queue: MarkMessageQueue = MarkMessageQueue() + self.config_manager = config_manager + self.twilio_config = twilio_config or TwilioConfig( + account_sid=os.environ["TWILIO_ACCOUNT_SID"], + auth_token=os.environ["TWILIO_AUTH_TOKEN"], + ) + self.telephony_client = TwilioClient( + base_url=self.base_url, maybe_twilio_config=self.twilio_config + ) + self.twilio_sid = twilio_sid + self.record_call = record_call + + def create_state_manager(self) -> TwilioPhoneConversationStateManager: + return TwilioPhoneConversationStateManager(self) + + async def attach_ws_and_start(self, ws: WebSocket): + super().attach_ws(ws) + + await self._wait_for_twilio_start(ws) + await self.start() + self.events_manager.publish_event( + PhoneCallConnectedEvent( + conversation_id=self.id, + to_phone_number=self.to_phone, + from_phone_number=self.from_phone, + ) + ) + while self.active: + message = await ws.receive_text() + response = await self._handle_ws_message(message) + if response == TwilioPhoneConversationWebsocketAction.CLOSE_WEBSOCKET: + break + await ws.close(code=1000, reason=None) + await self.terminate() + + async def _wait_for_twilio_start(self, ws: WebSocket): + assert isinstance(self.output_device, TwilioOutputDevice) + while True: + message = await ws.receive_text() + if not message: + continue + data = json.loads(message) + if data["event"] == "start": + logger.debug(f"Media WS: Received event '{data['event']}': {message}") + self.output_device.stream_sid = data["start"]["streamSid"] + break + + async def _handle_ws_message(self, message) -> Optional[TwilioPhoneConversationWebsocketAction]: + if message is None: + return TwilioPhoneConversationWebsocketAction.CLOSE_WEBSOCKET + + data = json.loads(message) + if data["event"] == "media": + media = data["media"] + chunk = base64.b64decode(media["payload"]) + self.receive_audio(chunk) + if data["event"] == "mark": + mark_name = data["mark"]["name"] + if mark_name.startswith("chunk-"): + utterance_id, chunk_idx = mark_name.split("-")[1:] + self.mark_message_queue.put_nowait( + utterance_id=utterance_id, + mark_message=ChunkFinishedMarkMessage(chunk_idx=int(chunk_idx)), + ) + elif mark_name.startswith("utterance"): + utterance_id = mark_name.split("-")[1] + self.mark_message_queue.put_nowait( + utterance_id=utterance_id, + mark_message=UtteranceFinishedMarkMessage(), + ) + elif data["event"] == "stop": + logger.debug(f"Media WS: Received event 'stop': {message}") + logger.debug("Stopping...") + return TwilioPhoneConversationWebsocketAction.CLOSE_WEBSOCKET + return None + + async def _send_chunks( + self, + utterance_id: str, + chunk_generator: AsyncGenerator[SynthesisResult.ChunkResult, None], + clear_message_lock: asyncio.Lock, + stop_event: threading.Event, + ): + chunk_idx = 0 + try: + async for chunk_result in chunk_generator: + async with clear_message_lock: + if stop_event.is_set(): + break + self.output_device.consume_nonblocking(chunk_result.chunk) + self.output_device.send_chunk_finished_mark(utterance_id, chunk_idx) + chunk_idx += 1 + except asyncio.CancelledError: + pass + finally: + logger.debug("Finished sending all chunks to Twilio") + self.output_device.send_utterance_finished_mark(utterance_id) + + async def send_speech_to_output( + self, + message: str, + synthesis_result: SynthesisResult, + stop_event: threading.Event, + seconds_per_chunk: float, + transcript_message: Optional[Message] = None, + started_event: Optional[threading.Event] = None, + ): + """In contrast with send_speech_to_output in the base class, this function uses mark messages + to support interruption - we send all chunks to the output device, and then wait for mark messages[0] + that indicate that each chunk has been played. This means that we don't need to depends on asyncio.sleep + to support interruptions. + + Once we receive an interruption signal: + - we send a clear message to Twilio to stop playing all queued audio + - based on the number of mark messages we've received back, we know how many chunks were played and can indicate on the transcript + + [0] https://www.twilio.com/docs/voice/twiml/stream#websocket-messages-to-twilio + """ + + if self.transcriber.get_transcriber_config().mute_during_speech: + logger.debug("Muting transcriber") + self.transcriber.mute() + message_sent = message + cut_off = False + chunk_idx = 0 + seconds_spoken = 0.0 + logger.debug(f"Start sending speech {message} to output") + + utterance_id = create_utterance_id() + self.mark_message_queue.create_utterance_queue(utterance_id) + + first_chunk_span = self._maybe_create_first_chunk_span(synthesis_result, message) + + clear_message_lock = asyncio.Lock() + + asyncio_create_task_with_done_error_log( + self._send_chunks( + utterance_id, + synthesis_result.chunk_generator, + clear_message_lock, + stop_event, + ), + ) + mark_event: MarkMessage + first = True + while True: + mark_event = await self.mark_message_queue.get(utterance_id) + if isinstance(mark_event, UtteranceFinishedMarkMessage): + break + if first and first_chunk_span: + self._track_first_chunk(first_chunk_span, synthesis_result) + first = False + seconds_spoken = mark_event.chunk_idx * seconds_per_chunk + # Lock here so that we check the stop event and send the clear message atomically + # w.r.t. the _send_chunks task which also checks the stop event + # Otherwise, we could send the clear message while _send_chunks is in the middle of sending a chunk + # and the synthesis wouldn't be cleared + async with clear_message_lock: + if stop_event.is_set(): + self.output_device.send_clear_message() + logger.debug( + "Interrupted, stopping text to speech after {} chunks".format(chunk_idx) + ) + message_sent = synthesis_result.get_message_up_to(seconds_spoken) + cut_off = True + break + if chunk_idx == 0: + if started_event: + started_event.set() + self.mark_last_action_timestamp() + chunk_idx += 1 + seconds_spoken += seconds_per_chunk + if transcript_message: + transcript_message.text = synthesis_result.get_message_up_to(seconds_spoken) + self.mark_message_queue.delete_utterance_queue(utterance_id) + if self.transcriber.get_transcriber_config().mute_during_speech: + logger.debug("Unmuting transcriber") + self.transcriber.unmute() + if transcript_message: + # For input streaming synthesizers, we have to buffer the message as it is streamed in + # What is said is federated fully by synthesis_result.get_message_up_to + if isinstance(self.synthesizer, InputStreamingSynthesizer): + message_sent = transcript_message.text + else: + transcript_message.text = message_sent + transcript_message.is_final = not cut_off + if synthesis_result.synthesis_total_span: + synthesis_result.synthesis_total_span.finish() + return message_sent, cut_off diff --git a/vocode/streaming/telephony/conversation/vonage_call.py b/vocode/streaming/telephony/conversation/vonage_call.py deleted file mode 100644 index 251c39950e..0000000000 --- a/vocode/streaming/telephony/conversation/vonage_call.py +++ /dev/null @@ -1,131 +0,0 @@ -from fastapi import WebSocket, WebSocketDisconnect -import logging -from typing import Optional -from vocode import getenv -from vocode.streaming.agent.factory import AgentFactory -from vocode.streaming.models.agent import AgentConfig -from vocode.streaming.models.events import PhoneCallConnectedEvent, PhoneCallEndedEvent -from vocode.streaming.output_device.vonage_output_device import VonageOutputDevice - -from vocode.streaming.models.telephony import VonageConfig -from vocode.streaming.models.synthesizer import ( - SynthesizerConfig, -) -from vocode.streaming.models.transcriber import ( - TranscriberConfig, -) -from vocode.streaming.synthesizer.factory import SynthesizerFactory -from vocode.streaming.telephony.client.vonage_client import VonageClient -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, -) -from vocode.streaming.telephony.conversation.call import Call -from vocode.streaming.transcriber.factory import TranscriberFactory -from vocode.streaming.utils.events_manager import EventsManager - -from vocode.streaming.output_device.speaker_output import SpeakerOutput -from vocode.streaming.telephony.constants import VONAGE_CHUNK_SIZE, VONAGE_SAMPLING_RATE -from vocode.streaming.utils.state_manager import ( - ConversationStateManager, - VonageCallStateManager, -) - - -class VonageCall(Call[VonageOutputDevice]): - def __init__( - self, - from_phone: str, - to_phone: str, - base_url: str, - config_manager: BaseConfigManager, - agent_config: AgentConfig, - transcriber_config: TranscriberConfig, - synthesizer_config: SynthesizerConfig, - vonage_uuid: str, - vonage_config: Optional[VonageConfig] = None, - conversation_id: Optional[str] = None, - transcriber_factory: TranscriberFactory = TranscriberFactory(), - agent_factory: AgentFactory = AgentFactory(), - synthesizer_factory: SynthesizerFactory = SynthesizerFactory(), - events_manager: Optional[EventsManager] = None, - output_to_speaker: bool = False, - logger: Optional[logging.Logger] = None, - ): - super().__init__( - from_phone, - to_phone, - base_url, - config_manager, - VonageOutputDevice(output_to_speaker=output_to_speaker), - agent_config, - transcriber_config, - synthesizer_config, - conversation_id=conversation_id, - events_manager=events_manager, - transcriber_factory=transcriber_factory, - agent_factory=agent_factory, - synthesizer_factory=synthesizer_factory, - logger=logger, - ) - self.output_to_speaker = output_to_speaker - self.base_url = base_url - self.config_manager = config_manager - self.vonage_config = vonage_config or VonageConfig( - api_key=getenv("VONAGE_API_KEY"), - api_secret=getenv("VONAGE_API_SECRET"), - application_id=getenv("VONAGE_APPLICATION_ID"), - private_key=getenv("VONAGE_PRIVATE_KEY"), - ) - self.telephony_client = VonageClient( - base_url=base_url, vonage_config=self.vonage_config - ) - self.vonage_uuid = vonage_uuid - if output_to_speaker: - self.output_speaker = SpeakerOutput.from_default_device( - sampling_rate=VONAGE_SAMPLING_RATE, blocksize=VONAGE_CHUNK_SIZE // 2 - ) - - def create_state_manager(self) -> VonageCallStateManager: - return VonageCallStateManager(self) - - # TODO(EPD-186) - make this function async and use aiohttp with the vonage client - def send_dtmf(self, digits: str): - self.telephony_client.voice.send_dtmf(self.vonage_uuid, {"digits": digits}) - - async def attach_ws_and_start(self, ws: WebSocket): - # start message - await ws.receive() - self.logger.debug("Trying to attach WS to outbound call") - self.output_device.ws = ws - self.logger.debug("Attached WS to outbound call") - - await super().start() - self.events_manager.publish_event( - PhoneCallConnectedEvent( - conversation_id=self.id, - to_phone_number=self.to_phone, - from_phone_number=self.from_phone, - ) - ) - disconnected = False - while self.active: - try: - chunk = await ws.receive_bytes() - self.receive_audio(chunk) - except WebSocketDisconnect: - self.logger.debug("Websocket disconnected") - disconnected = True - break - if not disconnected: - await ws.close() - await self.config_manager.delete_config(self.id) - await self.tear_down() - - def receive_audio(self, chunk: bytes): - super().receive_audio(chunk) - if self.output_to_speaker: - self.output_speaker.consume_nonblocking(chunk) - - async def tear_down(self): - self.events_manager.publish_event(PhoneCallEndedEvent(conversation_id=self.id)) - await self.terminate() diff --git a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py new file mode 100644 index 0000000000..65adc73f4a --- /dev/null +++ b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py @@ -0,0 +1,139 @@ +import os +from typing import Optional + +import numpy as np +import pvkoala +from fastapi import WebSocket, WebSocketDisconnect +from loguru import logger + +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.models.agent import AgentConfig +from vocode.streaming.models.events import PhoneCallConnectedEvent +from vocode.streaming.models.synthesizer import SynthesizerConfig +from vocode.streaming.models.telephony import PhoneCallDirection, VonageConfig +from vocode.streaming.models.transcriber import TranscriberConfig +from vocode.streaming.output_device.vonage_output_device import VonageOutputDevice +from vocode.streaming.synthesizer.abstract_factory import AbstractSynthesizerFactory +from vocode.streaming.telephony.client.vonage_client import VonageClient +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager +from vocode.streaming.telephony.conversation.abstract_phone_conversation import ( + AbstractPhoneConversation, +) +from vocode.streaming.transcriber.abstract_factory import AbstractTranscriberFactory +from vocode.streaming.utils.events_manager import EventsManager +from vocode.streaming.utils.state_manager import VonagePhoneConversationStateManager + +KOALA_CHUNK_SIZE = 512 # 16 bit samples, size 256 + + +class VonagePhoneConversation(AbstractPhoneConversation[VonageOutputDevice]): + telephony_provider = "vonage" + + def __init__( + self, + direction: PhoneCallDirection, + from_phone: str, + to_phone: str, + base_url: str, + config_manager: BaseConfigManager, + agent_config: AgentConfig, + transcriber_config: TranscriberConfig, + synthesizer_config: SynthesizerConfig, + vonage_uuid: str, + vonage_config: VonageConfig, + agent_factory: AbstractAgentFactory, + transcriber_factory: AbstractTranscriberFactory, + synthesizer_factory: AbstractSynthesizerFactory, + conversation_id: Optional[str] = None, + events_manager: Optional[EventsManager] = None, + output_to_speaker: bool = False, + speed_coefficient: float = 1.0, + per_chunk_allowance_seconds: float = 0.01, + noise_suppression: bool = False, + ): + self.speed_coefficient = speed_coefficient + super().__init__( + direction=direction, + speed_coefficient=speed_coefficient, + from_phone=from_phone, + to_phone=to_phone, + base_url=base_url, + config_manager=config_manager, + output_device=VonageOutputDevice(output_to_speaker=output_to_speaker), + agent_config=agent_config, + transcriber_config=transcriber_config, + synthesizer_config=synthesizer_config, + conversation_id=conversation_id, + events_manager=events_manager, + transcriber_factory=transcriber_factory, + agent_factory=agent_factory, + synthesizer_factory=synthesizer_factory, + per_chunk_allowance_seconds=per_chunk_allowance_seconds, + ) + self.vonage_config = vonage_config + self.telephony_client = VonageClient( + base_url=self.base_url, + maybe_vonage_config=self.vonage_config, + ) + self.vonage_uuid = vonage_uuid + self.noise_suppression = noise_suppression + if self.noise_suppression: + logger.info("Using PV koala noise suppression") + self.buffer = bytearray() + self.koala = pvkoala.create( + access_key=os.environ["KOALA_ACCESS_KEY"], + ) + + def create_state_manager(self) -> VonagePhoneConversationStateManager: + return VonagePhoneConversationStateManager(self) + + async def attach_ws_and_start(self, ws: WebSocket): + # start message + await ws.receive() + super().attach_ws(ws) + + await self.start() + self.events_manager.publish_event( + PhoneCallConnectedEvent( + conversation_id=self.id, + to_phone_number=self.to_phone, + from_phone_number=self.from_phone, + ) + ) + disconnected = False + while self.active: + try: + message = await ws.receive() + if message["type"] == "websocket.disconnect": + raise WebSocketDisconnect(message["code"]) + if "bytes" in message: + chunk = message["bytes"] + self.receive_audio(chunk) + else: + logger.debug(f"Received non-bytes message: {message}") + except WebSocketDisconnect as e: + logger.debug("Websocket disconnected") + if e.code != 1000: + logger.error(f"Websocket disconnected abnormally with code {e.code} {e.reason}") + disconnected = True + break + await self.terminate() + if not disconnected: + await ws.close() + + def receive_audio(self, chunk: bytes): + if self.noise_suppression: + self.buffer.extend(chunk) + + while len(self.buffer) >= KOALA_CHUNK_SIZE: + koala_chunk = np.frombuffer(self.buffer[:KOALA_CHUNK_SIZE], dtype=np.int16) + try: + denoised_chunk = np.array( + self.koala.process(koala_chunk), dtype=np.int16 + ).tobytes() + except Exception: + denoised_chunk = koala_chunk.tobytes() + super().receive_audio(denoised_chunk) + self.buffer = self.buffer[KOALA_CHUNK_SIZE:] + else: + super().receive_audio(chunk) diff --git a/vocode/streaming/telephony/conversation/zoom_dial_in.py b/vocode/streaming/telephony/conversation/zoom_dial_in.py index 5b29584c12..0e497b555c 100644 --- a/vocode/streaming/telephony/conversation/zoom_dial_in.py +++ b/vocode/streaming/telephony/conversation/zoom_dial_in.py @@ -1,12 +1,10 @@ -import logging from typing import Optional + from vocode.streaming.models.agent import AgentConfig from vocode.streaming.models.synthesizer import SynthesizerConfig from vocode.streaming.models.telephony import TwilioConfig from vocode.streaming.models.transcriber import TranscriberConfig -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, -) +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager from vocode.streaming.telephony.conversation.outbound_call import OutboundCall @@ -20,11 +18,10 @@ def __init__( from_phone: str, config_manager: BaseConfigManager, agent_config: AgentConfig, + twilio_config: TwilioConfig, transcriber_config: Optional[TranscriberConfig] = None, synthesizer_config: Optional[SynthesizerConfig] = None, - twilio_config: Optional[TwilioConfig] = None, conversation_id: Optional[str] = None, - logger: Optional[logging.Logger] = None, ): digits = f"wwww{zoom_meeting_id}#" if zoom_meeting_password: @@ -38,10 +35,8 @@ def __init__( transcriber_config=transcriber_config, agent_config=agent_config, synthesizer_config=synthesizer_config, - twilio_config=twilio_config, + telephony_config=twilio_config, conversation_id=conversation_id, - logger=logger, - mobile_only=False, digits=digits, ) diff --git a/vocode/streaming/telephony/server/base.py b/vocode/streaming/telephony/server/base.py index 10c2b365ac..5e04c3c05c 100644 --- a/vocode/streaming/telephony/server/base.py +++ b/vocode/streaming/telephony/server/base.py @@ -1,40 +1,33 @@ import abc from functools import partial -import logging from typing import List, Optional + from fastapi import APIRouter, Form, Request, Response +from loguru import logger from pydantic.v1 import BaseModel, Field -from vocode.streaming.agent.factory import AgentFactory + +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.agent.default_factory import DefaultAgentFactory from vocode.streaming.models.agent import AgentConfig from vocode.streaming.models.events import RecordingEvent from vocode.streaming.models.synthesizer import SynthesizerConfig -from vocode.streaming.models.transcriber import TranscriberConfig -from vocode.streaming.synthesizer.factory import SynthesizerFactory -from vocode.streaming.telephony.client.base_telephony_client import BaseTelephonyClient -from vocode.streaming.telephony.client.twilio_client import TwilioClient -from vocode.streaming.telephony.client.vonage_client import VonageClient -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, -) -from vocode.streaming.telephony.constants import ( - DEFAULT_AUDIO_ENCODING, - DEFAULT_CHUNK_SIZE, - DEFAULT_SAMPLING_RATE, - VONAGE_AUDIO_ENCODING, - VONAGE_SAMPLING_RATE, -) - -from vocode.streaming.telephony.server.router.calls import CallsRouter from vocode.streaming.models.telephony import ( TwilioCallConfig, TwilioConfig, VonageCallConfig, VonageConfig, ) - -from vocode.streaming.telephony.templater import Templater -from vocode.streaming.transcriber.base_transcriber import BaseTranscriber -from vocode.streaming.transcriber.factory import TranscriberFactory +from vocode.streaming.models.transcriber import TranscriberConfig +from vocode.streaming.synthesizer.abstract_factory import AbstractSynthesizerFactory +from vocode.streaming.synthesizer.default_factory import DefaultSynthesizerFactory +from vocode.streaming.telephony.client.abstract_telephony_client import AbstractTelephonyClient +from vocode.streaming.telephony.client.twilio_client import TwilioClient +from vocode.streaming.telephony.client.vonage_client import VonageClient +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager +from vocode.streaming.telephony.server.router.calls import CallsRouter +from vocode.streaming.telephony.templater import get_connection_twiml +from vocode.streaming.transcriber.abstract_factory import AbstractTranscriberFactory +from vocode.streaming.transcriber.default_factory import DefaultTranscriberFactory from vocode.streaming.utils import create_conversation_id from vocode.streaming.utils.events_manager import EventsManager @@ -66,17 +59,14 @@ def __init__( base_url: str, config_manager: BaseConfigManager, inbound_call_configs: List[AbstractInboundCallConfig] = [], - transcriber_factory: TranscriberFactory = TranscriberFactory(), - agent_factory: AgentFactory = AgentFactory(), - synthesizer_factory: SynthesizerFactory = SynthesizerFactory(), + transcriber_factory: AbstractTranscriberFactory = DefaultTranscriberFactory(), + agent_factory: AbstractAgentFactory = DefaultAgentFactory(), + synthesizer_factory: AbstractSynthesizerFactory = DefaultSynthesizerFactory(), events_manager: Optional[EventsManager] = None, - logger: Optional[logging.Logger] = None, ): self.base_url = base_url - self.logger = logger or logging.getLogger(__name__) self.router = APIRouter() self.config_manager = config_manager - self.templater = Templater() self.events_manager = events_manager self.router.include_router( CallsRouter( @@ -86,7 +76,6 @@ def __init__( agent_factory=agent_factory, synthesizer_factory=synthesizer_factory, events_manager=self.events_manager, - logger=self.logger, ).get_router() ) for config in inbound_call_configs: @@ -97,12 +86,12 @@ def __init__( ) # vonage requires an events endpoint self.router.add_api_route("/events", self.events, methods=["GET", "POST"]) - self.logger.info(f"Set up events endpoint at https://{self.base_url}/events") + logger.info(f"Set up events endpoint at https://{self.base_url}/events") self.router.add_api_route( "/recordings/{conversation_id}", self.recordings, methods=["GET", "POST"] ) - self.logger.info( + logger.info( f"Set up recordings endpoint at https://{self.base_url}/recordings/{{conversation_id}}" ) @@ -113,9 +102,7 @@ async def recordings(self, request: Request, conversation_id: str): recording_url = (await request.json())["recording_url"] if self.events_manager is not None and recording_url is not None: self.events_manager.publish_event( - RecordingEvent( - recording_url=recording_url, conversation_id=conversation_id - ) + RecordingEvent(recording_url=recording_url, conversation_id=conversation_id) ) return Response() @@ -139,17 +126,15 @@ async def twilio_route( twilio_sid=twilio_sid, from_phone=twilio_from, to_phone=twilio_to, + direction="inbound", ) conversation_id = create_conversation_id() await self.config_manager.save_config(conversation_id, call_config) - return self.templater.get_connection_twiml( - base_url=self.base_url, call_id=conversation_id - ) + return get_connection_twiml(base_url=self.base_url, call_id=conversation_id) - async def vonage_route( - vonage_config: VonageConfig, vonage_answer_request: VonageAnswerRequest - ): + async def vonage_route(vonage_config: VonageConfig, request: Request): + vonage_answer_request = VonageAnswerRequest.parse_obj(await request.json()) call_config = VonageCallConfig( transcriber_config=inbound_call_config.transcriber_config or VonageCallConfig.default_transcriber_config(), @@ -160,44 +145,47 @@ async def vonage_route( vonage_uuid=vonage_answer_request.uuid, to_phone=vonage_answer_request.from_, from_phone=vonage_answer_request.to, + direction="inbound", ) conversation_id = create_conversation_id() await self.config_manager.save_config(conversation_id, call_config) - return VonageClient.create_call_ncco( + vonage_client = VonageClient( base_url=self.base_url, + maybe_vonage_config=vonage_config, + record_calls=vonage_config.record, + ) + return vonage_client.create_call_ncco( conversation_id=conversation_id, record=vonage_config.record, ) if isinstance(inbound_call_config, TwilioInboundCallConfig): - self.logger.info( + logger.info( f"Set up inbound call TwiML at https://{self.base_url}{inbound_call_config.url}" ) return partial(twilio_route, inbound_call_config.twilio_config) elif isinstance(inbound_call_config, VonageInboundCallConfig): - self.logger.info( + logger.info( f"Set up inbound call NCCO at https://{self.base_url}{inbound_call_config.url}" ) return partial(vonage_route, inbound_call_config.vonage_config) else: - raise ValueError( - f"Unknown inbound call config type {type(inbound_call_config)}" - ) + raise ValueError(f"Unknown inbound call config type {type(inbound_call_config)}") async def end_outbound_call(self, conversation_id: str): # TODO validation via twilio_client call_config = await self.config_manager.get_config(conversation_id) if not call_config: raise ValueError(f"Could not find call config for {conversation_id}") - telephony_client: BaseTelephonyClient + telephony_client: AbstractTelephonyClient if isinstance(call_config, TwilioCallConfig): telephony_client = TwilioClient( - base_url=self.base_url, twilio_config=call_config.twilio_config + base_url=self.base_url, maybe_twilio_config=call_config.twilio_config ) await telephony_client.end_call(call_config.twilio_sid) elif isinstance(call_config, VonageCallConfig): telephony_client = VonageClient( - base_url=self.base_url, vonage_config=call_config.vonage_config + base_url=self.base_url, maybe_vonage_config=call_config.vonage_config ) await telephony_client.end_call(call_config.vonage_uuid) return {"id": conversation_id} diff --git a/vocode/streaming/telephony/server/router/calls.py b/vocode/streaming/telephony/server/router/calls.py index f62338531a..486b697a3b 100644 --- a/vocode/streaming/telephony/server/router/calls.py +++ b/vocode/streaming/telephony/server/router/calls.py @@ -1,22 +1,25 @@ from typing import Optional -import logging from fastapi import APIRouter, HTTPException, WebSocket -from vocode.streaming.agent.factory import AgentFactory -from vocode.streaming.models.telephony import ( - BaseCallConfig, - TwilioCallConfig, - VonageCallConfig, +from loguru import logger + +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.agent.default_factory import DefaultAgentFactory +from vocode.streaming.models.telephony import BaseCallConfig, TwilioCallConfig, VonageCallConfig +from vocode.streaming.synthesizer.abstract_factory import AbstractSynthesizerFactory +from vocode.streaming.synthesizer.default_factory import DefaultSynthesizerFactory +from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager +from vocode.streaming.telephony.conversation.abstract_phone_conversation import ( + AbstractPhoneConversation, ) -from vocode.streaming.synthesizer.factory import SynthesizerFactory -from vocode.streaming.telephony.config_manager.base_config_manager import ( - BaseConfigManager, +from vocode.streaming.telephony.conversation.twilio_phone_conversation import ( + TwilioPhoneConversation, ) - -from vocode.streaming.telephony.conversation.call import Call -from vocode.streaming.telephony.conversation.twilio_call import TwilioCall -from vocode.streaming.telephony.conversation.vonage_call import VonageCall -from vocode.streaming.transcriber.factory import TranscriberFactory +from vocode.streaming.telephony.conversation.vonage_phone_conversation import ( + VonagePhoneConversation, +) +from vocode.streaming.transcriber.abstract_factory import AbstractTranscriberFactory +from vocode.streaming.transcriber.default_factory import DefaultTranscriberFactory from vocode.streaming.utils.base_router import BaseRouter from vocode.streaming.utils.events_manager import EventsManager @@ -26,11 +29,10 @@ def __init__( self, base_url: str, config_manager: BaseConfigManager, - transcriber_factory: TranscriberFactory = TranscriberFactory(), - agent_factory: AgentFactory = AgentFactory(), - synthesizer_factory: SynthesizerFactory = SynthesizerFactory(), + transcriber_factory: AbstractTranscriberFactory = DefaultTranscriberFactory(), + agent_factory: AbstractAgentFactory = DefaultAgentFactory(), + synthesizer_factory: AbstractSynthesizerFactory = DefaultSynthesizerFactory(), events_manager: Optional[EventsManager] = None, - logger: Optional[logging.Logger] = None, ): super().__init__() self.base_url = base_url @@ -39,7 +41,6 @@ def __init__( self.agent_factory = agent_factory self.synthesizer_factory = synthesizer_factory self.events_manager = events_manager - self.logger = logger or logging.getLogger(__name__) self.router = APIRouter() self.router.websocket("/connect_call/{id}")(self.connect_call) @@ -49,18 +50,16 @@ def _from_call_config( call_config: BaseCallConfig, config_manager: BaseConfigManager, conversation_id: str, - logger: logging.Logger, - transcriber_factory: TranscriberFactory = TranscriberFactory(), - agent_factory: AgentFactory = AgentFactory(), - synthesizer_factory: SynthesizerFactory = SynthesizerFactory(), + transcriber_factory: AbstractTranscriberFactory = DefaultTranscriberFactory(), + agent_factory: AbstractAgentFactory = DefaultAgentFactory(), + synthesizer_factory: AbstractSynthesizerFactory = DefaultSynthesizerFactory(), events_manager: Optional[EventsManager] = None, - ): + ) -> AbstractPhoneConversation: if isinstance(call_config, TwilioCallConfig): - return TwilioCall( + return TwilioPhoneConversation( to_phone=call_config.to_phone, from_phone=call_config.from_phone, base_url=base_url, - logger=logger, config_manager=config_manager, agent_config=call_config.agent_config, transcriber_config=call_config.transcriber_config, @@ -72,13 +71,13 @@ def _from_call_config( agent_factory=agent_factory, synthesizer_factory=synthesizer_factory, events_manager=events_manager, + direction=call_config.direction, ) elif isinstance(call_config, VonageCallConfig): - return VonageCall( + return VonagePhoneConversation( to_phone=call_config.to_phone, from_phone=call_config.from_phone, base_url=base_url, - logger=logger, config_manager=config_manager, agent_config=call_config.agent_config, transcriber_config=call_config.transcriber_config, @@ -91,18 +90,19 @@ def _from_call_config( synthesizer_factory=synthesizer_factory, events_manager=events_manager, output_to_speaker=call_config.output_to_speaker, + direction=call_config.direction, ) else: raise ValueError(f"Unknown call config type {call_config.type}") async def connect_call(self, websocket: WebSocket, id: str): await websocket.accept() - self.logger.debug("Phone WS connection opened for chat {}".format(id)) + logger.debug("Phone WS connection opened for chat {}".format(id)) call_config = await self.config_manager.get_config(id) if not call_config: raise HTTPException(status_code=400, detail="No active phone call") - call = self._from_call_config( + phone_conversation = self._from_call_config( base_url=self.base_url, call_config=call_config, config_manager=self.config_manager, @@ -111,11 +111,10 @@ async def connect_call(self, websocket: WebSocket, id: str): agent_factory=self.agent_factory, synthesizer_factory=self.synthesizer_factory, events_manager=self.events_manager, - logger=self.logger, ) - await call.attach_ws_and_start(websocket) - self.logger.debug("Phone WS connection closed for chat {}".format(id)) + await phone_conversation.attach_ws_and_start(websocket) + logger.debug("Phone WS connection closed for chat {}".format(id)) def get_router(self) -> APIRouter: return self.router diff --git a/vocode/streaming/telephony/templater.py b/vocode/streaming/telephony/templater.py index e6863f62e5..a7019d2eac 100644 --- a/vocode/streaming/telephony/templater.py +++ b/vocode/streaming/telephony/templater.py @@ -1,20 +1,29 @@ import os -from jinja2 import Environment, FileSystemLoader + from fastapi import Response +from jinja2 import Environment, FileSystemLoader + +DEFAULT_TEMPLATE_ENVIRONMENT = Environment( + loader=FileSystemLoader("%s/templates/" % os.path.dirname(__file__)) +) -class Templater: - def __init__(self): - self.templates = Environment( - loader=FileSystemLoader("%s/templates/" % os.path.dirname(__file__)) - ) +def render_template(template_name: str, template_environment: Environment, **kwargs): + template = template_environment.get_template(template_name) + return template.render(**kwargs) - def render_template(self, template_name: str, **kwargs): - template = self.templates.get_template(template_name) - return template.render(**kwargs) - def get_connection_twiml(self, call_id: str, base_url: str): - return Response( - self.render_template("connect_call.xml", base_url=base_url, id=call_id), - media_type="application/xml", - ) +def get_connection_twiml( + call_id: str, + base_url: str, + template_environment: Environment = DEFAULT_TEMPLATE_ENVIRONMENT, +): + return Response( + render_template( + template_name="twilio_connect_call.xml", + template_environment=template_environment, + base_url=base_url, + id=call_id, + ), + media_type="application/xml", + ) diff --git a/vocode/streaming/telephony/templates/connect_call.xml b/vocode/streaming/telephony/templates/twilio_connect_call.xml similarity index 92% rename from vocode/streaming/telephony/templates/connect_call.xml rename to vocode/streaming/telephony/templates/twilio_connect_call.xml index 036ffe1bb8..75d5036fdc 100644 --- a/vocode/streaming/telephony/templates/connect_call.xml +++ b/vocode/streaming/telephony/templates/twilio_connect_call.xml @@ -3,4 +3,4 @@ - \ No newline at end of file + diff --git a/vocode/streaming/transcriber/__init__.py b/vocode/streaming/transcriber/__init__.py deleted file mode 100644 index 6e2eef40c3..0000000000 --- a/vocode/streaming/transcriber/__init__.py +++ /dev/null @@ -1,7 +0,0 @@ -from vocode.streaming.transcriber.assembly_ai_transcriber import AssemblyAITranscriber -from vocode.streaming.transcriber.azure_transcriber import AzureTranscriber -from vocode.streaming.transcriber.base_transcriber import BaseTranscriber -from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber -from vocode.streaming.transcriber.google_transcriber import GoogleTranscriber -from vocode.streaming.transcriber.rev_ai_transcriber import RevAITranscriber -from vocode.streaming.transcriber.whisper_cpp_transcriber import WhisperCPPTranscriber diff --git a/vocode/streaming/transcriber/abstract_factory.py b/vocode/streaming/transcriber/abstract_factory.py new file mode 100644 index 0000000000..e89501476f --- /dev/null +++ b/vocode/streaming/transcriber/abstract_factory.py @@ -0,0 +1,16 @@ +from abc import ABC, abstractmethod + +from vocode.streaming.models.transcriber import TranscriberConfig +from vocode.streaming.transcriber.base_transcriber import ( + BaseAsyncTranscriber, + BaseThreadAsyncTranscriber, +) + + +class AbstractTranscriberFactory(ABC): + @abstractmethod + def create_transcriber( + self, + transcriber_config: TranscriberConfig, + ) -> BaseAsyncTranscriber[TranscriberConfig] | BaseThreadAsyncTranscriber[TranscriberConfig]: + pass diff --git a/vocode/streaming/transcriber/assembly_ai_transcriber.py b/vocode/streaming/transcriber/assembly_ai_transcriber.py index 9d18e0a26a..47fa12c361 100644 --- a/vocode/streaming/transcriber/assembly_ai_transcriber.py +++ b/vocode/streaming/transcriber/assembly_ai_transcriber.py @@ -1,54 +1,32 @@ import asyncio +import audioop import json -import logging from typing import Optional -import websockets -import audioop -import numpy as np from urllib.parse import urlencode -from vocode import getenv +import numpy as np +import websockets +from loguru import logger + +from vocode import getenv +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.transcriber import ( AssemblyAITranscriberConfig, - TimeEndpointingConfig, PunctuationEndpointingConfig, -) -from vocode.streaming.models.websocket import AudioMessage -from vocode.streaming.transcriber.base_transcriber import ( - BaseAsyncTranscriber, + TimeEndpointingConfig, Transcription, - meter, ) -from vocode.streaming.models.audio_encoding import AudioEncoding - +from vocode.streaming.models.websocket import AudioMessage +from vocode.streaming.transcriber.base_transcriber import BaseAsyncTranscriber ASSEMBLY_AI_URL = "wss://api.assemblyai.com/v2/realtime/ws" -avg_latency_hist = meter.create_histogram( - name="transcriber.assemblyai.avg_latency", - unit="seconds", -) -max_latency_hist = meter.create_histogram( - name="transcriber.assemblyai.max_latency", - unit="seconds", -) -min_latency_hist = meter.create_histogram( - name="transcriber.assemblyai.min_latency", - unit="seconds", -) -duration_hist = meter.create_histogram( - name="transcriber.assemblyai.duration", - unit="seconds", -) - - class AssemblyAITranscriber(BaseAsyncTranscriber[AssemblyAITranscriberConfig]): def __init__( self, transcriber_config: AssemblyAITranscriberConfig, api_key: Optional[str] = None, - logger: Optional[logging.Logger] = None, ): super().__init__(transcriber_config) self.api_key = api_key or getenv("ASSEMBLY_AI_API_KEY") @@ -57,7 +35,6 @@ def __init__( "Please set ASSEMBLY_AI_API_KEY environment variable or pass it as a parameter" ) self._ended = False - self.logger = logger or logging.getLogger(__name__) self.buffer = bytearray() self.audio_cursor = 0 @@ -71,8 +48,7 @@ def __init__( self.terminate_msg = json.dumps({"terminate_session": True}) self.end_utterance_silence_threshold_msg = ( None - if self.transcriber_config.end_utterance_silence_threshold_milliseconds - is None + if self.transcriber_config.end_utterance_silence_threshold_milliseconds is None else json.dumps( { "end_utterance_silence_threshold": self.transcriber_config.end_utterance_silence_threshold_milliseconds @@ -109,9 +85,7 @@ def terminate(self): def get_assembly_ai_url(self): url_params = {"sample_rate": self.transcriber_config.sampling_rate} if self.transcriber_config.word_boost: - url_params.update( - {"word_boost": json.dumps(self.transcriber_config.word_boost)} - ) + url_params.update({"word_boost": json.dumps(self.transcriber_config.word_boost)}) return ASSEMBLY_AI_URL + f"?{urlencode(url_params)}" async def process(self): @@ -138,18 +112,13 @@ async def sender(ws): # sends audio to websocket num_channels = 1 sample_width = 2 self.audio_cursor += len(data) / ( - self.transcriber_config.sampling_rate - * num_channels - * sample_width - ) - await ws.send( - json.dumps({"audio_data": AudioMessage.from_bytes(data).data}) + self.transcriber_config.sampling_rate * num_channels * sample_width ) + await ws.send(json.dumps({"audio_data": AudioMessage.from_bytes(data).data})) await ws.send(self.terminate_msg) - self.logger.debug("Terminating AssemblyAI transcriber sender") + logger.debug("Terminating AssemblyAI transcriber sender") async def receiver(ws): - transcript_cursor = 0.0 while not self._ended: try: result_str = await ws.recv() @@ -157,30 +126,13 @@ async def receiver(ws): if "error" in data and data["error"]: raise Exception(data["error"]) except websockets.exceptions.ConnectionClosedError as e: - self.logger.debug(e) + logger.debug(e) break data = json.loads(result_str) - is_final = ( - "message_type" in data - and data["message_type"] == "FinalTranscript" - ) + is_final = "message_type" in data and data["message_type"] == "FinalTranscript" if "text" in data and data["text"]: - cur_max_latency = self.audio_cursor - transcript_cursor - transcript_cursor = data["audio_end"] / 1000 - cur_min_latency = self.audio_cursor - transcript_cursor - duration = data["audio_end"] / 1000 - data["audio_start"] / 1000 - - avg_latency_hist.record( - (cur_min_latency + cur_max_latency) / 2 * duration - ) - duration_hist.record(duration) - - # Log max and min latencies - max_latency_hist.record(cur_max_latency) - min_latency_hist.record(max(cur_min_latency, 0)) - self.output_queue.put_nowait( Transcription( message=data["text"], diff --git a/vocode/streaming/transcriber/azure_transcriber.py b/vocode/streaming/transcriber/azure_transcriber.py index cebf5d58f9..c272fdf890 100644 --- a/vocode/streaming/transcriber/azure_transcriber.py +++ b/vocode/streaming/transcriber/azure_transcriber.py @@ -1,31 +1,27 @@ -import logging import queue -from typing import Optional +from datetime import datetime, timezone +import sentry_sdk from azure.cognitiveservices.speech.audio import ( - PushAudioInputStream, AudioStreamFormat, AudioStreamWaveFormat, + PushAudioInputStream, ) +from loguru import logger from vocode import getenv - -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.transcriber.base_transcriber import ( - BaseThreadAsyncTranscriber, - Transcription, -) -from vocode.streaming.models.transcriber import AzureTranscriberConfig +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.models.transcriber import AzureTranscriberConfig, Transcription +from vocode.streaming.transcriber.base_transcriber import BaseThreadAsyncTranscriber +from vocode.utils.sentry_utils import CustomSentrySpans, sentry_create_span class AzureTranscriber(BaseThreadAsyncTranscriber[AzureTranscriberConfig]): def __init__( self, transcriber_config: AzureTranscriberConfig, - logger: Optional[logging.Logger] = None, ): super().__init__(transcriber_config) - self.logger = logger format = None if self.transcriber_config.audio_encoding == AudioEncoding.LINEAR16: @@ -67,9 +63,7 @@ def __init__( ) ) - speech_params["auto_detect_source_language_config"] = ( - auto_detect_source_language_config - ) + speech_params["auto_detect_source_language_config"] = auto_detect_source_language_config else: speech_params["language"] = self.transcriber_config.language @@ -79,6 +73,12 @@ def __init__( self.is_ready = False def recognized_sentence_final(self, evt): + + sentry_create_span( + sentry_callable=sentry_sdk.start_span, + op=CustomSentrySpans.LATENCY_OF_CONVERSATION, + start_timestamp=datetime.now(tz=timezone.utc), + ) self.output_janus_queue.sync_q.put_nowait( Transcription(message=evt.result.text, confidence=1.0, is_final=True) ) @@ -92,21 +92,19 @@ def _run_loop(self): stream = self.generator() def stop_cb(evt): - self.logger.debug("CLOSING on {}".format(evt)) + logger.debug("CLOSING on {}".format(evt)) self.speech.stop_continuous_recognition() self._ended = True self.speech.recognizing.connect(lambda x: self.recognized_sentence_stream(x)) self.speech.recognized.connect(lambda x: self.recognized_sentence_final(x)) self.speech.session_started.connect( - lambda evt: self.logger.debug("SESSION STARTED: {}".format(evt)) + lambda evt: logger.debug("SESSION STARTED: {}".format(evt)) ) self.speech.session_stopped.connect( - lambda evt: self.logger.debug("SESSION STOPPED {}".format(evt)) - ) - self.speech.canceled.connect( - lambda evt: self.logger.debug("CANCELED {}".format(evt)) + lambda evt: logger.debug("SESSION STOPPED {}".format(evt)) ) + self.speech.canceled.connect(lambda evt: logger.debug("CANCELED {}".format(evt))) self.speech.session_stopped.connect(stop_cb) self.speech.canceled.connect(stop_cb) diff --git a/vocode/streaming/transcriber/base_transcriber.py b/vocode/streaming/transcriber/base_transcriber.py index 9142be75bf..4745b79a65 100644 --- a/vocode/streaming/transcriber/base_transcriber.py +++ b/vocode/streaming/transcriber/base_transcriber.py @@ -2,36 +2,27 @@ import asyncio import audioop -from opentelemetry import trace, metrics -from typing import Generic, TypeVar, Union -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.models.model import BaseModel +from abc import ABC, abstractmethod +from typing import Generic, Optional, TypeVar, Union -from vocode.streaming.models.transcriber import TranscriberConfig +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.models.transcriber import TranscriberConfig, Transcription +from vocode.streaming.utils.speed_manager import SpeedManager from vocode.streaming.utils.worker import AsyncWorker, ThreadAsyncWorker - -tracer = trace.get_tracer(__name__) -meter = metrics.get_meter(__name__) - - -class Transcription(BaseModel): - message: str - confidence: float - is_final: bool - is_interrupt: bool = False - - def __str__(self): - return f"Transcription({self.message}, {self.confidence}, {self.is_final})" - - TranscriberConfigType = TypeVar("TranscriberConfigType", bound=TranscriberConfig) -class AbstractTranscriber(Generic[TranscriberConfigType]): +class AbstractTranscriber(Generic[TranscriberConfigType], ABC): def __init__(self, transcriber_config: TranscriberConfigType): self.transcriber_config = transcriber_config self.is_muted = False + self.speed_manager: Optional[SpeedManager] = None + self.input_queue: asyncio.Queue[bytes] = asyncio.Queue() + self.output_queue: asyncio.Queue[Transcription] = asyncio.Queue() + + def attach_speed_manager(self, speed_manager: SpeedManager): + self.speed_manager = speed_manager def mute(self): self.is_muted = True @@ -52,19 +43,9 @@ def create_silent_chunk(self, chunk_size, sample_width=2): elif self.get_transcriber_config().audio_encoding == AudioEncoding.MULAW: return audioop.lin2ulaw(linear_audio, sample_width) - -class BaseAsyncTranscriber(AbstractTranscriber[TranscriberConfigType], AsyncWorker): - def __init__( - self, - transcriber_config: TranscriberConfigType, - ): - self.input_queue: asyncio.Queue[bytes] = asyncio.Queue() - self.output_queue: asyncio.Queue[Transcription] = asyncio.Queue() - AsyncWorker.__init__(self, self.input_queue, self.output_queue) - AbstractTranscriber.__init__(self, transcriber_config) - + @abstractmethod async def _run_loop(self): - raise NotImplementedError + pass def send_audio(self, chunk): if not self.is_muted: @@ -72,31 +53,31 @@ def send_audio(self, chunk): else: self.consume_nonblocking(self.create_silent_chunk(len(chunk))) + @abstractmethod + def terminate(self): + pass + + +class BaseAsyncTranscriber(AbstractTranscriber[TranscriberConfigType], AsyncWorker): + def __init__(self, transcriber_config: TranscriberConfigType): + AbstractTranscriber.__init__(self, transcriber_config) + AsyncWorker.__init__(self, self.input_queue, self.output_queue) + + async def _run_loop(self): + raise NotImplementedError + def terminate(self): AsyncWorker.terminate(self) -class BaseThreadAsyncTranscriber( - AbstractTranscriber[TranscriberConfigType], ThreadAsyncWorker -): - def __init__( - self, - transcriber_config: TranscriberConfigType, - ): - self.input_queue: asyncio.Queue[bytes] = asyncio.Queue() - self.output_queue: asyncio.Queue[Transcription] = asyncio.Queue() - ThreadAsyncWorker.__init__(self, self.input_queue, self.output_queue) +class BaseThreadAsyncTranscriber(AbstractTranscriber[TranscriberConfigType], ThreadAsyncWorker): + def __init__(self, transcriber_config: TranscriberConfigType): AbstractTranscriber.__init__(self, transcriber_config) + ThreadAsyncWorker.__init__(self, self.input_queue, self.output_queue) def _run_loop(self): raise NotImplementedError - def send_audio(self, chunk): - if not self.is_muted: - self.consume_nonblocking(chunk) - else: - self.consume_nonblocking(self.create_silent_chunk(len(chunk))) - def terminate(self): ThreadAsyncWorker.terminate(self) diff --git a/vocode/streaming/transcriber/deepgram_transcriber.py b/vocode/streaming/transcriber/deepgram_transcriber.py index ce91ec2900..7af17237a9 100644 --- a/vocode/streaming/transcriber/deepgram_transcriber.py +++ b/vocode/streaming/transcriber/deepgram_transcriber.py @@ -1,108 +1,127 @@ import asyncio import json -import logging -from typing import Optional +from datetime import datetime, timezone +from typing import List, Optional, Tuple, Union +from urllib.parse import urlencode + +import sentry_sdk import websockets +from loguru import logger +from pydantic.v1 import BaseModel, Field from websockets.client import WebSocketClientProtocol -import audioop -from urllib.parse import urlencode -from vocode import getenv -from vocode.streaming.transcriber.base_transcriber import ( - BaseAsyncTranscriber, - Transcription, - meter, -) +from vocode import getenv +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.transcriber import ( + DEEPGRAM_API_WS_URL, DeepgramTranscriberConfig, EndpointingConfig, - EndpointingType, PunctuationEndpointingConfig, TimeEndpointingConfig, + Transcription, ) -from vocode.streaming.models.audio_encoding import AudioEncoding - +from vocode.streaming.transcriber.base_transcriber import BaseAsyncTranscriber +from vocode.utils.sentry_utils import CustomSentrySpans, sentry_configured, sentry_create_span PUNCTUATION_TERMINATORS = [".", "!", "?"] NUM_RESTARTS = 5 +NUM_AUDIO_CHANNELS = 1 -avg_latency_hist = meter.create_histogram( - name="transcriber.deepgram.avg_latency", - unit="seconds", -) -max_latency_hist = meter.create_histogram( - name="transcriber.deepgram.max_latency", - unit="seconds", -) -min_latency_hist = meter.create_histogram( - name="transcriber.deepgram.min_latency", - unit="seconds", -) -duration_hist = meter.create_histogram( - name="transcriber.deepgram.duration", - unit="seconds", -) +def now(): + return datetime.now(tz=timezone.utc) + + +class TimeSilentConfig(BaseModel): + time_cutoff_seconds: float = 1 + post_punctuation_time_seconds: float = 0.5 + + +class InternalPunctuationEndpointingConfig( # type: ignore + EndpointingConfig, type="internal_punctuation_based" +): + time_silent_config: TimeSilentConfig = Field(default_factory=TimeSilentConfig) + use_single_utterance_endpointing_for_first_utterance: bool = False + + +class DeepgramEndpointingConfig(EndpointingConfig, type="deepgram"): # type: ignore + vad_threshold_ms: int = 500 + utterance_cutoff_ms: int = 1000 + time_silent_config: Optional[TimeSilentConfig] = Field(default_factory=TimeSilentConfig) + use_single_utterance_endpointing_for_first_utterance: bool = False + + +class DeepgramUtteranceEnd(BaseModel): + pass + + def __str__(self): + return "DeepgramUtteranceEnd()" + + +class DeepgramTranscriptionResult(BaseModel): + class TranscriptionChoice(BaseModel): + transcript: str + confidence: float + words: List[dict] + + is_final: bool + speech_final: bool + top_choice: TranscriptionChoice + start: float + duration: float + + def __str__(self): + return f"DeepgramTranscriptionResult(transcript={self.top_choice.transcript}, is_final={self.is_final}, speech_final={self.speech_final})" class DeepgramTranscriber(BaseAsyncTranscriber[DeepgramTranscriberConfig]): def __init__( self, transcriber_config: DeepgramTranscriberConfig, - api_key: Optional[str] = None, - logger: Optional[logging.Logger] = None, ): super().__init__(transcriber_config) - self.api_key = api_key or getenv("DEEPGRAM_API_KEY") + self.api_key = self.transcriber_config.api_key or getenv("DEEPGRAM_API_KEY") if not self.api_key: - raise Exception( + raise ValueError( "Please set DEEPGRAM_API_KEY environment variable or pass it as a parameter" ) self._ended = False self.is_ready = False - self.logger = logger or logging.getLogger(__name__) self.audio_cursor = 0.0 + self.transcript_cursor = 0.0 - async def _run_loop(self): - restarts = 0 - while not self._ended and restarts < NUM_RESTARTS: - await self.process() - restarts += 1 - self.logger.debug( - "Deepgram connection died, restarting, num_restarts: %s", restarts - ) + self.ws_url = getattr(transcriber_config, "ws_url", DEEPGRAM_API_WS_URL) - def send_audio(self, chunk): - if ( - self.transcriber_config.downsampling - and self.transcriber_config.audio_encoding == AudioEncoding.LINEAR16 - ): - chunk, _ = audioop.ratecv( - chunk, - 2, - 1, - self.transcriber_config.sampling_rate - * self.transcriber_config.downsampling, - self.transcriber_config.sampling_rate, - None, - ) - super().send_audio(chunk) + self.min_latency = 0.0 + self.max_latency = 0.0 + self.avg_latency = 0.0 - def terminate(self): - terminate_msg = json.dumps({"type": "CloseStream"}) - self.input_queue.put_nowait(terminate_msg) - self._ended = True - super().terminate() + self.avg_latency_numer = 0.0 + self.avg_latency_denom = 0.0 + + self.start_ts: Optional[datetime] = None + self.connected_ts: Optional[datetime] = None + self.start_sending_ts: Optional[datetime] = None + self.start_receiving_ts: Optional[datetime] = None + + self.is_first_transcription = True + + def _get_speed_coefficient(self): + return self.speed_manager.get_speed_coefficient() if self.speed_manager else 1.0 def get_deepgram_url(self): if self.transcriber_config.audio_encoding == AudioEncoding.LINEAR16: encoding = "linear16" elif self.transcriber_config.audio_encoding == AudioEncoding.MULAW: encoding = "mulaw" + else: + raise Exception( + f"Audio encoding not supported {self.transcriber_config.audio_encoding}" + ) url_params = { "encoding": encoding, "sample_rate": self.transcriber_config.sampling_rate, - "channels": 1, + "channels": NUM_AUDIO_CHANNELS, "interim_results": "true", } extra_params = {} @@ -116,150 +135,517 @@ def get_deepgram_url(self): extra_params["version"] = self.transcriber_config.version if self.transcriber_config.keywords: extra_params["keywords"] = self.transcriber_config.keywords - if ( - self.transcriber_config.endpointing_config - and self.transcriber_config.endpointing_config.type - == EndpointingType.PUNCTUATION_BASED + if self.transcriber_config.endpointing_config and ( + isinstance( + self.transcriber_config.endpointing_config, + PunctuationEndpointingConfig, + ) + or isinstance( + self.transcriber_config.endpointing_config, + InternalPunctuationEndpointingConfig, + ) + or isinstance( + self.transcriber_config.endpointing_config, + DeepgramEndpointingConfig, + ) ): extra_params["punctuate"] = "true" + if isinstance( + self.transcriber_config.endpointing_config, + DeepgramEndpointingConfig, + ): + extra_params["endpointing"] = int( + self.transcriber_config.endpointing_config.vad_threshold_ms + * (1 / self._get_speed_coefficient()) + ) + extra_params["utterance_end_ms"] = max( + int( + self.transcriber_config.endpointing_config.utterance_cutoff_ms + * (1 / self._get_speed_coefficient()) + ), + 1000, + ) # Deepgram recommends using at least 1000ms since the tick period is ~1s url_params.update(extra_params) - return f"wss://api.deepgram.com/v1/listen?{urlencode(url_params)}" + return f"{self.ws_url}/v1/listen?{urlencode(url_params)}" + + async def _run_loop(self): + restarts = 0 + while not self._ended and restarts < NUM_RESTARTS: + await self.process() + restarts += 1 + logger.debug(f"Deepgram connection died, restarting, num_restarts: {restarts}") + + logger.error("Deepgram connection died, not restarting") + + def terminate(self): + self._track_latency_of_transcription_start() + # Put this in logs until we sentry metrics show up + # properly on dashboard + logger.info( + f"Transcription latency is {self.avg_latency:.4f}s", + extra={ + "avg_latency": self.avg_latency, + "min_latency": self.min_latency, + "max_latency": self.max_latency, + }, + ) + terminate_msg = json.dumps({"type": "CloseStream"}).encode("utf-8") + self.input_queue.put_nowait(terminate_msg) + self._ended = True + super().terminate() + + def get_input_sample_width(self): + encoding = self.transcriber_config.audio_encoding + if encoding == AudioEncoding.LINEAR16: + return 2 + elif encoding == AudioEncoding.MULAW: + return 1 + else: + raise Exception(f"Audio encoding not supported {encoding}") - def is_speech_final( - self, current_buffer: str, deepgram_response: dict, time_silent: float + def get_byte_rate(self): + sample_width = self.get_input_sample_width() + sample_rate = self.transcriber_config.sampling_rate + return sample_width * sample_rate * NUM_AUDIO_CHANNELS + + def is_endpoint( + self, + current_buffer: str, + deepgram_response: Union[DeepgramUtteranceEnd, DeepgramTranscriptionResult], + time_silent: float, ): - transcript = deepgram_response["channel"]["alternatives"][0]["transcript"] + is_endpoint, log_params = self._compute_is_endpoint_and_log_params( + current_buffer, deepgram_response, time_silent + ) + if is_endpoint: + logger.info("Endpoint detected", extra=log_params) + return is_endpoint - # if it is not time based, then return true if speech is final and there is a transcript - if not self.transcriber_config.endpointing_config: - return transcript and deepgram_response["speech_final"] - elif isinstance( - self.transcriber_config.endpointing_config, TimeEndpointingConfig + @staticmethod + def _satisfies_time_cutoff( + *, + seconds: float, + deepgram_response: Union[DeepgramUtteranceEnd, DeepgramTranscriptionResult], + current_buffer: str, + time_silent: float, + ): + return ( + isinstance(deepgram_response, DeepgramTranscriptionResult) + and not deepgram_response.top_choice.transcript + and len(current_buffer) > 0 + and (time_silent + deepgram_response.duration) > seconds + ) + + def _compute_is_endpoint_and_update_log_params_based_on_time_silent( + self, + current_buffer: str, + deepgram_response: DeepgramTranscriptionResult, + time_silent: float, + time_silent_config: TimeSilentConfig, + existing_log_params: dict, + ) -> bool: + if current_buffer.strip(): + if current_buffer.strip()[ + -1 + ] in PUNCTUATION_TERMINATORS and self._satisfies_time_cutoff( + seconds=time_silent_config.post_punctuation_time_seconds + * (1.0 / self._get_speed_coefficient()), + deepgram_response=deepgram_response, + current_buffer=current_buffer, + time_silent=time_silent, + ): + existing_log_params["source"] = "punctuation" + return True + elif self._satisfies_time_cutoff( + seconds=time_silent_config.time_cutoff_seconds + * (1.0 / self._get_speed_coefficient()), + deepgram_response=deepgram_response, + current_buffer=current_buffer, + time_silent=time_silent, + ): + existing_log_params["source"] = "time_cutoff" + return True + return False + + def _compute_is_endpoint_and_log_params( + self, + current_buffer: str, + deepgram_response: Union[DeepgramUtteranceEnd, DeepgramTranscriptionResult], + time_silent: float, + ) -> Tuple[bool, dict]: + endpointing_config = self.transcriber_config.endpointing_config + assert endpointing_config is not None + + log_params = {"endpointing_type": endpointing_config.type} + + if isinstance( + endpointing_config, + TimeEndpointingConfig, ): # if it is time based, then return true if there is no transcript # and there is some speech to send # and the time_silent is greater than the cutoff return ( - not transcript - and current_buffer - and (time_silent + deepgram_response["duration"]) - > self.transcriber_config.endpointing_config.time_cutoff_seconds + self._satisfies_time_cutoff( + seconds=endpointing_config.time_cutoff_seconds, + deepgram_response=deepgram_response, + current_buffer=current_buffer, + time_silent=time_silent, + ), + log_params, ) elif isinstance( - self.transcriber_config.endpointing_config, PunctuationEndpointingConfig + endpointing_config, + DeepgramEndpointingConfig, ): - return ( - transcript - and deepgram_response["speech_final"] - and transcript.strip()[-1] in PUNCTUATION_TERMINATORS - ) or ( - not transcript - and current_buffer - and (time_silent + deepgram_response["duration"]) - > self.transcriber_config.endpointing_config.time_cutoff_seconds - ) - raise Exception("Endpointing config not supported") + if ( + isinstance(deepgram_response, DeepgramTranscriptionResult) + and self.is_first_transcription + and endpointing_config.use_single_utterance_endpointing_for_first_utterance + ): + if ( + deepgram_response.top_choice.transcript + and deepgram_response.top_choice.transcript.strip()[-1] + in PUNCTUATION_TERMINATORS + ): + log_params["source"] = "is_final" + return True, log_params + if isinstance(deepgram_response, DeepgramUtteranceEnd): + log_params["source"] = "utterance_end" + return True, log_params + elif isinstance(deepgram_response, DeepgramTranscriptionResult): + if deepgram_response.top_choice.transcript and deepgram_response.speech_final: + log_params["source"] = "speech_final" + return True, log_params + elif ( + endpointing_config.time_silent_config is not None + and self._compute_is_endpoint_and_update_log_params_based_on_time_silent( + current_buffer, + deepgram_response, + time_silent, + endpointing_config.time_silent_config, + log_params, + ) + ): + return True, log_params + return False, log_params - def calculate_time_silent(self, data: dict): - end = data["start"] + data["duration"] - words = data["channel"]["alternatives"][0]["words"] + if isinstance(deepgram_response, DeepgramTranscriptionResult): + if isinstance( + endpointing_config, + PunctuationEndpointingConfig, + ): + if ( + deepgram_response.top_choice.transcript + and deepgram_response.speech_final + and deepgram_response.top_choice.transcript.strip()[-1] + in PUNCTUATION_TERMINATORS + ): + log_params["source"] = "punctuation" + return True, log_params + elif self._satisfies_time_cutoff( + seconds=endpointing_config.time_cutoff_seconds + * (1.0 / self._get_speed_coefficient()), + deepgram_response=deepgram_response, + current_buffer=current_buffer, + time_silent=time_silent, + ): + log_params["source"] = "time_cutoff" + return True, log_params + elif isinstance( + endpointing_config, + InternalPunctuationEndpointingConfig, + ): + if ( + self.is_first_transcription + and endpointing_config.use_single_utterance_endpointing_for_first_utterance + ): + if deepgram_response.top_choice.transcript and deepgram_response.speech_final: + log_params["source"] = "speech_final" + return True, log_params + if self._compute_is_endpoint_and_update_log_params_based_on_time_silent( + current_buffer, + deepgram_response, + time_silent, + endpointing_config.time_silent_config, + log_params, + ): + return True, log_params + return False, log_params + + def calculate_time_silent(self, deepgram_transcription_result: DeepgramTranscriptionResult): + end = deepgram_transcription_result.start + deepgram_transcription_result.duration + words = deepgram_transcription_result.top_choice.words if words: return end - words[-1]["end"] - return data["duration"] + return deepgram_transcription_result.duration + + def calculate_duration(self, words: List[dict]) -> float: + if len(words) == 0: + return 0.0 + return words[-1]["end"] - words[0]["start"] async def process(self): self.audio_cursor = 0.0 + self.start_ts = now() + extra_headers = {"Authorization": f"Token {self.api_key}"} + deepgram_url = self.get_deepgram_url() + logger.info(f"Connecting to Deepgram at {deepgram_url}") - async with websockets.connect( - self.get_deepgram_url(), extra_headers=extra_headers - ) as ws: - - async def sender(ws: WebSocketClientProtocol): # sends audio to websocket - while not self._ended: - try: - data = await asyncio.wait_for(self.input_queue.get(), 5) - except asyncio.exceptions.TimeoutError: - break - num_channels = 1 - sample_width = 2 - self.audio_cursor += len(data) / ( - self.transcriber_config.sampling_rate - * num_channels - * sample_width - ) - await ws.send(data) - self.logger.debug("Terminating Deepgram transcriber sender") - - async def receiver(ws: WebSocketClientProtocol): - buffer = "" - buffer_avg_confidence = 0 - num_buffer_utterances = 1 - time_silent = 0 - transcript_cursor = 0.0 - while not self._ended: - try: - msg = await ws.recv() - except Exception as e: - self.logger.debug(f"Got error {e} in Deepgram receiver") - break - data = json.loads(msg) - if ( - not "is_final" in data - ): # means we've finished receiving transcriptions - break - cur_max_latency = self.audio_cursor - transcript_cursor - transcript_cursor = data["start"] + data["duration"] - cur_min_latency = self.audio_cursor - transcript_cursor - - avg_latency_hist.record( - (cur_min_latency + cur_max_latency) / 2 * data["duration"] - ) - duration_hist.record(data["duration"]) + try: + async with websockets.connect(deepgram_url, extra_headers=extra_headers) as ws: + self.connected_ts = now() + + async def sender( + ws: WebSocketClientProtocol, + ): # sends audio to websocket + byte_rate = self.get_byte_rate() + + while not self._ended: + try: + data = await asyncio.wait_for(self.input_queue.get(), 5) + except asyncio.exceptions.TimeoutError: + break + + self.audio_cursor += len(data) / byte_rate + + if not self.start_sending_ts: + self.start_sending_ts = now() + + await ws.send(data) + + logger.debug("Terminating Deepgram transcriber sender") + + async def receiver(ws: WebSocketClientProtocol): + buffer = "" + buffer_avg_confidence = 0.0 + num_buffer_utterances = 1 + time_silent = 0.0 + words_buffer = [] + is_final_ts: Optional[datetime] = None - # Log max and min latencies - max_latency_hist.record(cur_max_latency) - min_latency_hist.record(max(cur_min_latency, 0)) + while not self._ended: + try: + msg = await ws.recv() + if not self.start_receiving_ts: + self.start_receiving_ts = now() + except Exception as e: + logger.debug(f"Got error {e} in Deepgram receiver") + break + data = json.loads(msg) - is_final = data["is_final"] - speech_final = self.is_speech_final(buffer, data, time_silent) - top_choice = data["channel"]["alternatives"][0] - confidence = top_choice["confidence"] + if "start" in data and "duration" in data: + self._track_transcription_latency( + start=data["start"], + duration=data["duration"], + ) + + deepgram_response: Union[DeepgramUtteranceEnd, DeepgramTranscriptionResult] - if top_choice["transcript"] and confidence > 0.0 and is_final: - buffer = f"{buffer} {top_choice['transcript']}" - if buffer_avg_confidence == 0: - buffer_avg_confidence = confidence + if data["type"] == "Results": + deepgram_response = DeepgramTranscriptionResult( + is_final=data["is_final"], + speech_final=data["speech_final"], + top_choice=data["channel"]["alternatives"][0], + duration=data["duration"], + start=data["start"], + ) + elif data["type"] == "UtteranceEnd": + deepgram_response = DeepgramUtteranceEnd() else: - buffer_avg_confidence = ( - buffer_avg_confidence - + confidence / (num_buffer_utterances) - ) * (num_buffer_utterances / (num_buffer_utterances + 1)) - num_buffer_utterances += 1 - - if speech_final: - self.output_queue.put_nowait( - Transcription( - message=buffer, - confidence=buffer_avg_confidence, - is_final=True, + logger.info(f"Ignoring deepgram response type: {data['type']}") + continue + + if ( + isinstance(deepgram_response, DeepgramTranscriptionResult) + and deepgram_response.top_choice.transcript + and deepgram_response.top_choice.confidence > 0.0 + and deepgram_response.is_final + ): + words = deepgram_response.top_choice.words + if words: + words_buffer.extend(words) + buffer = f"{buffer} {deepgram_response.top_choice.transcript}" + if buffer_avg_confidence == 0: + buffer_avg_confidence = deepgram_response.top_choice.confidence + else: + buffer_avg_confidence = ( + buffer_avg_confidence + + deepgram_response.top_choice.confidence + / (num_buffer_utterances) + ) * (num_buffer_utterances / (num_buffer_utterances + 1)) + num_buffer_utterances += 1 + + is_final_ts = now() + + if buffer and self.is_endpoint(buffer, deepgram_response, time_silent): + output_ts = now() + self._track_latency_of_conversation( + is_final_ts=is_final_ts, + output_ts=output_ts, ) - ) - buffer = "" - buffer_avg_confidence = 0 - num_buffer_utterances = 1 - time_silent = 0 - elif top_choice["transcript"] and confidence > 0.0: - self.output_queue.put_nowait( - Transcription( - message=buffer, - confidence=confidence, - is_final=False, + self.output_queue.put_nowait( + Transcription( + message=buffer, + confidence=buffer_avg_confidence, + is_final=True, + duration_seconds=self.calculate_duration(words_buffer), + ) ) - ) - time_silent = self.calculate_time_silent(data) - else: - time_silent += data["duration"] - self.logger.debug("Terminating Deepgram transcriber receiver") + buffer = "" + buffer_avg_confidence = 0.0 + num_buffer_utterances = 1 + time_silent = 0.0 + words_buffer = [] + is_final_ts = None + + if isinstance(deepgram_response, DeepgramTranscriptionResult): + if ( + isinstance(deepgram_response, DeepgramTranscriptionResult) + and deepgram_response.top_choice.transcript + and deepgram_response.top_choice.confidence > 0.0 + ): + if not deepgram_response.is_final: + interim_message = ( + f"{buffer} {deepgram_response.top_choice.transcript}" + ) + else: + interim_message = buffer + + self.output_queue.put_nowait( + Transcription( + message=interim_message, + confidence=deepgram_response.top_choice.confidence, + is_final=False, + ) + ) + time_silent = self.calculate_time_silent(deepgram_response) + else: + time_silent += deepgram_response.duration + + logger.debug("Terminating Deepgram transcriber receiver") + + await asyncio.gather(sender(ws), receiver(ws)) + + except asyncio.exceptions.TimeoutError: + raise + + @sentry_configured + def _track_latency_of_transcription_start( + self, + ): + with sentry_create_span( + sentry_callable=sentry_sdk.start_span, + op=CustomSentrySpans.LATENCY_OF_TRANSCRIPTION_START, + start_timestamp=self.start_ts, + ) as transcription_span: + + with sentry_create_span( + sentry_callable=transcription_span.start_child, + op=CustomSentrySpans.START_TO_CONNECTION, + start_timestamp=self.start_ts, + ) as span: + span.finish(end_timestamp=self.connected_ts) + + with sentry_create_span( + sentry_callable=transcription_span.start_child, + op=CustomSentrySpans.CONNECTED_TO_FIRST_SEND, + start_timestamp=self.connected_ts, + ) as span: + span.finish(end_timestamp=self.start_sending_ts) + + with sentry_create_span( + sentry_callable=transcription_span.start_child, + op=CustomSentrySpans.FIRST_SEND_TO_FIRST_RECEIVE, + start_timestamp=self.start_sending_ts, + ) as span: + span.finish(end_timestamp=self.start_receiving_ts) + transcription_span.finish(end_timestamp=self.start_receiving_ts) + + def _track_transcription_latency(self, start: float, duration: float): + cur_max_latency = self.audio_cursor - self.transcript_cursor + transcript_cursor = start + duration + cur_min_latency = self.audio_cursor - transcript_cursor + + self.max_latency = max(self.max_latency or 0, cur_max_latency) + self.min_latency = min(self.min_latency or 10**6, cur_min_latency) + + self.avg_latency_numer += (cur_min_latency + cur_max_latency) / 2 * duration + self.avg_latency_denom += duration + self.avg_latency = self.avg_latency_numer / (self.avg_latency_denom or 1) + + def _track_latency_of_conversation( + self, + *, + # is_final_spoken_ts: Optional[datetime], + is_final_ts: Optional[datetime], + output_ts: datetime, + ): + if not ( + output_ts + and is_final_ts + # and is_final_spoken_ts + ): + logger.info("Skipping latency measurement when not all timestamps are set") + return + + if not (output_ts > is_final_ts): # > is_final_spoken_ts + logger.error("Skipping latency measurement when timestamps are not in order") + return + logger.debug( + f"Endpoint detected, tracking endpointing_latency={output_ts - is_final_ts}", + ) + + # Ideally, we want to start a latency measurement for the entire conversation delay: + # from when the user stopped speaking, to the time we start sending audio back. + # Currently we don't have a way to find from Deepgram what the timetamp is + # corresponding to their 0.0 in the transcript_cursor and we have observed that + # the audio_cursor is always less than the transcript cursor, which seems to + # indicate there is something off in our math for the audio cursor. The audio cursor + # should represent the total number of seconds of audio that we have submitted to + # Deepgram and should roughly line up with the transcript cursor. + # + # Until we can find a reliable way to find is_final_spoken_ts, we are skipping on + # sending the transcription_latency span, instead focus on the endpointing_latency + # + # There was previous work done using the last word "end" cursor offset from Deepgram + # in [EPD-926]. However, for similar reasons the logic for adding that to the + # start_receiving_ts created on our end resulted in times for that audio that were + # later than "is_final" which does not make sense temporally. We believe that is due + # to not having an accurate timestamp corresponding to deepgram's 0.0 audio_cursor offset. + + # Span: latency_of_conversation + + # Once we have reliable way to find is_final_spoken_ts we would use that + # here instead, and uncomment the transcription_latency span + # start_timestamp=is_final_spoken_ts, + latency_of_conversation_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, + op=CustomSentrySpans.LATENCY_OF_CONVERSATION, + start_timestamp=is_final_ts, + ) + + # Span: latency_of_conversation.transcription_latency + # Transcription latency is the time between audio was sent to deepgram for the + # last word in the buffer when we set `is_final_ts` and then start + # running + # Time from `is_final_spoken_ts` to `is_final_ts` + # with sentry_create_span( + # sentry_callable=latency_of_conversation_span.start_child, + # op="transcription_latency", + # start_timestamp=is_final_spoken_ts, + # ) as span: + # span.finish(end_timestamp=is_final_ts) - await asyncio.gather(sender(ws), receiver(ws)) + # Span: latency_of_conversation.endpointing_latency + # Endpointing latency is the time from when we receive the last is_final + # message from Deepgram and when we send output to the next stage. + # Time from `is_final_ts` to `output_ts` + if latency_of_conversation_span: + with sentry_create_span( + sentry_callable=latency_of_conversation_span.start_child, + op=CustomSentrySpans.ENDPOINTING_LATENCY, + start_timestamp=is_final_ts, + ) as span: + span.finish(end_timestamp=output_ts) diff --git a/vocode/streaming/transcriber/factory.py b/vocode/streaming/transcriber/default_factory.py similarity index 63% rename from vocode/streaming/transcriber/factory.py rename to vocode/streaming/transcriber/default_factory.py index 5974b266c5..3a10443134 100644 --- a/vocode/streaming/transcriber/factory.py +++ b/vocode/streaming/transcriber/default_factory.py @@ -1,37 +1,37 @@ -import logging -from typing import Optional -import typing from vocode.streaming.models.transcriber import ( AssemblyAITranscriberConfig, AzureTranscriberConfig, DeepgramTranscriberConfig, + GladiaTranscriberConfig, GoogleTranscriberConfig, RevAITranscriberConfig, TranscriberConfig, - TranscriberType, ) +from vocode.streaming.transcriber.abstract_factory import AbstractTranscriberFactory from vocode.streaming.transcriber.assembly_ai_transcriber import AssemblyAITranscriber +from vocode.streaming.transcriber.azure_transcriber import AzureTranscriber from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber +from vocode.streaming.transcriber.gladia_transcriber import GladiaTranscriber from vocode.streaming.transcriber.google_transcriber import GoogleTranscriber from vocode.streaming.transcriber.rev_ai_transcriber import RevAITranscriber -from vocode.streaming.transcriber.azure_transcriber import AzureTranscriber -class TranscriberFactory: +class DefaultTranscriberFactory(AbstractTranscriberFactory): def create_transcriber( self, transcriber_config: TranscriberConfig, - logger: Optional[logging.Logger] = None, ): if isinstance(transcriber_config, DeepgramTranscriberConfig): - return DeepgramTranscriber(transcriber_config, logger=logger) + return DeepgramTranscriber(transcriber_config) elif isinstance(transcriber_config, GoogleTranscriberConfig): - return GoogleTranscriber(transcriber_config, logger=logger) + return GoogleTranscriber(transcriber_config) elif isinstance(transcriber_config, AssemblyAITranscriberConfig): - return AssemblyAITranscriber(transcriber_config, logger=logger) + return AssemblyAITranscriber(transcriber_config) elif isinstance(transcriber_config, RevAITranscriberConfig): - return RevAITranscriber(transcriber_config, logger=logger) + return RevAITranscriber(transcriber_config) elif isinstance(transcriber_config, AzureTranscriberConfig): - return AzureTranscriber(transcriber_config, logger=logger) + return AzureTranscriber(transcriber_config) + elif isinstance(transcriber_config, GladiaTranscriberConfig): + return GladiaTranscriber(transcriber_config) else: raise Exception("Invalid transcriber config") diff --git a/vocode/streaming/transcriber/gladia_transcriber.py b/vocode/streaming/transcriber/gladia_transcriber.py index 7c76007d07..54366035a1 100644 --- a/vocode/streaming/transcriber/gladia_transcriber.py +++ b/vocode/streaming/transcriber/gladia_transcriber.py @@ -1,22 +1,17 @@ import asyncio +import audioop import json -import base64 -import logging from typing import Optional -import websockets -import audioop + import numpy as np -from urllib.parse import urlencode -from vocode import getenv +import websockets +from loguru import logger -from vocode.streaming.models.transcriber import GladiaTranscriberConfig +from vocode import getenv +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.models.transcriber import GladiaTranscriberConfig, Transcription from vocode.streaming.models.websocket import AudioMessage -from vocode.streaming.transcriber.base_transcriber import ( - BaseAsyncTranscriber, - Transcription, -) -from vocode.streaming.models.audio_encoding import AudioEncoding - +from vocode.streaming.transcriber.base_transcriber import BaseAsyncTranscriber GLADIA_URL = "wss://api.gladia.io/audio/text/audio-transcription" @@ -26,7 +21,6 @@ def __init__( self, transcriber_config: GladiaTranscriberConfig, api_key: Optional[str] = None, - logger: Optional[logging.Logger] = None, ): super().__init__(transcriber_config) self.api_key = api_key or getenv("GLADIA_API_KEY") @@ -35,7 +29,6 @@ def __init__( "Please set GLADIA_API_KEY environment variable or pass it as a parameter" ) self._ended = False - self.logger = logger or logging.getLogger(__name__) if self.transcriber_config.endpointing_config: raise Exception("Gladia endpointing config not supported yet") @@ -94,7 +87,7 @@ async def sender(ws): } ) ) - self.logger.debug("Terminating Gladia transcriber sender") + logger.debug("Terminating Gladia transcriber sender") async def receiver(ws): while not self._ended: @@ -104,7 +97,7 @@ async def receiver(ws): if "error" in data and data["error"]: raise Exception(data["error"]) except websockets.exceptions.ConnectionClosedError as e: - self.logger.debug(e) + logger.debug(e) break if data: diff --git a/vocode/streaming/transcriber/google_transcriber.py b/vocode/streaming/transcriber/google_transcriber.py index 7205f74a3d..5f3da9a68d 100644 --- a/vocode/streaming/transcriber/google_transcriber.py +++ b/vocode/streaming/transcriber/google_transcriber.py @@ -1,19 +1,8 @@ -import asyncio -import logging -import os -import time import queue -from typing import Optional -import threading -from vocode import getenv -from vocode.streaming.models.audio_encoding import AudioEncoding -from vocode.streaming.transcriber.base_transcriber import ( - BaseThreadAsyncTranscriber, - Transcription, -) -from vocode.streaming.models.transcriber import GoogleTranscriberConfig -from vocode.streaming.utils import create_loop_in_thread +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.models.transcriber import GoogleTranscriberConfig, Transcription +from vocode.streaming.transcriber.base_transcriber import BaseThreadAsyncTranscriber # TODO: make this nonblocking so it can run in the main thread, see speech.async_client.SpeechAsyncClient @@ -21,12 +10,11 @@ class GoogleTranscriber(BaseThreadAsyncTranscriber[GoogleTranscriberConfig]): def __init__( self, transcriber_config: GoogleTranscriberConfig, - logger: Optional[logging.Logger] = None, ): super().__init__(transcriber_config) - from google.cloud import speech import google.auth + from google.cloud import speech google.auth.default() self.speech = speech @@ -64,12 +52,9 @@ def create_google_streaming_config(self): def _run_loop(self): stream = self.generator() requests = ( - self.speech.StreamingRecognizeRequest(audio_content=content) - for content in stream - ) - responses = self.client.streaming_recognize( - self.google_streaming_config, requests + self.speech.StreamingRecognizeRequest(audio_content=content) for content in stream ) + responses = self.client.streaming_recognize(self.google_streaming_config, requests) self.process_responses_loop(responses) def terminate(self): @@ -96,9 +81,7 @@ def _on_response(self, response): confidence = top_choice.confidence self.output_janus_queue.sync_q.put_nowait( - Transcription( - message=message, confidence=confidence, is_final=result.is_final - ) + Transcription(message=message, confidence=confidence, is_final=result.is_final) ) def generator(self): diff --git a/vocode/streaming/transcriber/rev_ai_transcriber.py b/vocode/streaming/transcriber/rev_ai_transcriber.py index 075ddf6334..8567686959 100644 --- a/vocode/streaming/transcriber/rev_ai_transcriber.py +++ b/vocode/streaming/transcriber/rev_ai_transcriber.py @@ -1,22 +1,19 @@ import asyncio import json -import logging +import time from typing import Optional + import websockets +from loguru import logger from websockets.client import WebSocketClientProtocol -from vocode import getenv -import time -from vocode.streaming.transcriber.base_transcriber import ( - BaseAsyncTranscriber, - Transcription, -) +from vocode import getenv from vocode.streaming.models.transcriber import ( RevAITranscriberConfig, - EndpointingType, TimeEndpointingConfig, + Transcription, ) - +from vocode.streaming.transcriber.base_transcriber import BaseAsyncTranscriber NUM_RESTARTS = 5 @@ -30,7 +27,6 @@ def __init__( self, transcriber_config: RevAITranscriberConfig, api_key: Optional[str] = None, - logger: Optional[logging.Logger] = None, ): super().__init__(transcriber_config) self.api_key = api_key or getenv("REV_AI_API_KEY") @@ -40,7 +36,6 @@ def __init__( ) self.closed = False self.is_ready = True - self.logger = logger or logging.getLogger(__name__) self.last_signal_seconds = 0 async def ready(self): @@ -53,7 +48,9 @@ def get_rev_ai_url(self): audio_format = "S16LE" channels = 1 - content_type = f"{codec};layout={layout};rate={rate};format={audio_format};channels={channels}" + content_type = ( + f"{codec};layout={layout};rate={rate};format={audio_format};channels={channels}" + ) url_params_dict = { "access_token": self.api_key, @@ -61,7 +58,7 @@ def get_rev_ai_url(self): } url_params_arr = [f"{key}={value}" for (key, value) in url_params_dict.items()] - url = f"wss://api.rev.ai/speechtotext/v1/stream?" + "&".join(url_params_arr) + url = "wss://api.rev.ai/speechtotext/v1/stream?" + "&".join(url_params_arr) return url async def _run_loop(self): @@ -69,9 +66,7 @@ async def _run_loop(self): while not self.closed and restarts < NUM_RESTARTS: await self.process() restarts += 1 - self.logger.debug( - "Rev AI connection died, restarting, num_restarts: %s", restarts - ) + logger.debug(f"Rev AI connection died, restarting, num_restarts: {restarts}") async def process(self): async with websockets.connect(self.get_rev_ai_url()) as ws: @@ -84,7 +79,7 @@ async def sender(ws: WebSocketClientProtocol): break await ws.send(data) await ws.close() - self.logger.debug("Terminating Rev.AI transcriber sender") + logger.debug("Terminating Rev.AI transcriber sender") async def receiver(ws: WebSocketClientProtocol): buffer = "" @@ -93,7 +88,7 @@ async def receiver(ws: WebSocketClientProtocol): try: msg = await ws.recv() except Exception as e: - self.logger.debug(f"Got error {e} in Rev.AI receiver") + logger.debug(f"Got error {e} in Rev.AI receiver") break data = json.loads(msg) @@ -124,9 +119,7 @@ async def receiver(ws: WebSocketClientProtocol): confidence = 1.0 if is_done: self.output_queue.put_nowait( - Transcription( - message=buffer, confidence=confidence, is_final=True - ) + Transcription(message=buffer, confidence=confidence, is_final=True) ) buffer = "" else: @@ -138,7 +131,7 @@ async def receiver(ws: WebSocketClientProtocol): ) ) - self.logger.debug("Terminating Rev.AI transcriber receiver") + logger.debug("Terminating Rev.AI transcriber receiver") await asyncio.gather(sender(ws), receiver(ws)) diff --git a/vocode/streaming/transcriber/whisper_cpp_transcriber.py b/vocode/streaming/transcriber/whisper_cpp_transcriber.py index 96a12ed47d..6f1967de56 100644 --- a/vocode/streaming/transcriber/whisper_cpp_transcriber.py +++ b/vocode/streaming/transcriber/whisper_cpp_transcriber.py @@ -1,19 +1,15 @@ -import asyncio -from concurrent.futures import ThreadPoolExecutor import ctypes import io import pathlib import wave -from pydub import AudioSegment +from concurrent.futures import ThreadPoolExecutor import numpy as np -from vocode.streaming.agent.utils import SENTENCE_ENDINGS -from vocode.streaming.models.transcriber import WhisperCPPTranscriberConfig -from vocode.streaming.transcriber.base_transcriber import ( - BaseAsyncTranscriber, - BaseThreadAsyncTranscriber, - Transcription, -) +from pydub import AudioSegment + +from vocode.streaming.constants import SENTENCE_ENDINGS +from vocode.streaming.models.transcriber import Transcription, WhisperCPPTranscriberConfig +from vocode.streaming.transcriber.base_transcriber import BaseThreadAsyncTranscriber from vocode.utils.whisper_cpp.helpers import transcribe from vocode.utils.whisper_cpp.whisper_params import WhisperFullParams @@ -72,18 +68,12 @@ def _run_loop(self): if audio_buffer.tell() >= self.buffer_size * 2: audio_buffer.seek(0) audio_segment = AudioSegment.from_wav(audio_buffer) - message, confidence = transcribe( - self.whisper, self.params, self.ctx, audio_segment - ) + message, confidence = transcribe(self.whisper, self.params, self.ctx, audio_segment) message_buffer += message - is_final = any( - message_buffer.endswith(ending) for ending in SENTENCE_ENDINGS - ) + is_final = any(message_buffer.endswith(ending) for ending in SENTENCE_ENDINGS) in_memory_wav, audio_buffer = self.create_new_buffer() self.output_queue.put_nowait( - Transcription( - message=message_buffer, confidence=confidence, is_final=is_final - ) + Transcription(message=message_buffer, confidence=confidence, is_final=is_final) ) if is_final: message_buffer = "" diff --git a/vocode/streaming/user_implemented_agent/base_agent.py b/vocode/streaming/user_implemented_agent/base_agent.py index 8009be2d85..166bf9d149 100644 --- a/vocode/streaming/user_implemented_agent/base_agent.py +++ b/vocode/streaming/user_implemented_agent/base_agent.py @@ -1,5 +1,5 @@ -from fastapi import FastAPI import uvicorn +from fastapi import FastAPI class BaseAgent: diff --git a/vocode/streaming/user_implemented_agent/restful_agent.py b/vocode/streaming/user_implemented_agent/restful_agent.py index 0d13fff3d8..e8c36f14ac 100644 --- a/vocode/streaming/user_implemented_agent/restful_agent.py +++ b/vocode/streaming/user_implemented_agent/restful_agent.py @@ -1,16 +1,10 @@ # type: ignore # to be deprecated -from .base_agent import BaseAgent -from ..models.agent import ( - RESTfulAgentInput, - RESTfulAgentOutput, - RESTfulAgentText, - RESTfulAgentEnd, -) -from pydantic.v1 import BaseModel from typing import Union -from fastapi import APIRouter + +from ..models.agent import RESTfulAgentEnd, RESTfulAgentInput, RESTfulAgentOutput, RESTfulAgentText +from .base_agent import BaseAgent class RESTfulAgent(BaseAgent): diff --git a/vocode/streaming/utils/__init__.py b/vocode/streaming/utils/__init__.py index 44ae3f1e57..6f2585e090 100644 --- a/vocode/streaming/utils/__init__.py +++ b/vocode/streaming/utils/__init__.py @@ -1,14 +1,17 @@ import asyncio import audioop +import random import secrets -from typing import Any import wave from string import ascii_letters, digits +from typing import Any, AsyncGenerator, AsyncIterator, Callable, List, Tuple, TypeVar -from ..models.audio_encoding import AudioEncoding +from vocode.streaming.models.audio import AudioEncoding custom_alphabet = ascii_letters + digits + ".-_" +ChoiceType = TypeVar("ChoiceType") + def create_loop_in_thread(loop: asyncio.AbstractEventLoop, long_running_task=None): asyncio.set_event_loop(loop) @@ -27,9 +30,7 @@ def convert_linear_audio( ): # downsample if input_sample_rate != output_sample_rate: - raw_wav, _ = audioop.ratecv( - raw_wav, 2, 1, input_sample_rate, output_sample_rate, None - ) + raw_wav, _ = audioop.ratecv(raw_wav, 2, 1, input_sample_rate, output_sample_rate, None) if output_encoding == AudioEncoding.LINEAR16: return raw_wav @@ -66,5 +67,71 @@ def create_conversation_id() -> str: return secrets.token_urlsafe(16) +def create_utterance_id() -> str: + return secrets.token_hex(16) + + def remove_non_letters_digits(text): return "".join(i for i in text if i in custom_alphabet) + + +def unrepeating_randomizer(l: List[ChoiceType]) -> Callable[[], ChoiceType]: + last_choice = None + + def next() -> ChoiceType: + nonlocal last_choice + choice = random.choice(l) + while choice == last_choice: + choice = random.choice(l) + last_choice = choice + return choice + + return next + + +AsyncIteratorGenericType = TypeVar("AsyncIteratorGenericType") + + +async def generate_with_is_last( + async_gen: AsyncGenerator[AsyncIteratorGenericType, None], +) -> AsyncGenerator[Tuple[AsyncIteratorGenericType, bool], None]: + async_iter = async_gen.__aiter__() + try: + next_item = await async_iter.__anext__() + except StopAsyncIteration: + assert False, "Cannot generate with is_last from an empty async generator" + while True: + try: + item = await async_iter.__anext__() + yield next_item, False + next_item = item + except StopAsyncIteration: + yield next_item, True + break + + +async def generate_from_async_iter_with_lookahead( + async_iter: AsyncIterator[AsyncIteratorGenericType], + lookahead: int, +) -> AsyncGenerator[List[AsyncIteratorGenericType], None]: + """Yield sliding window lists of length `lookahead + 1` from an async iterator. + + If the length of async iterator < lookahead + 1, then it should just yield the whole + async iterator as a list. + """ + assert lookahead > 0 + buffer = [] + + stream_length = 0 + while True: + try: + next_item = await async_iter.__anext__() + stream_length += 1 + buffer.append(next_item) + if len(buffer) == lookahead + 1: + yield buffer + buffer = buffer[1:] + except StopAsyncIteration: + if buffer and stream_length <= lookahead: + yield buffer + return diff --git a/vocode/streaming/utils/async_requester.py b/vocode/streaming/utils/async_requester.py new file mode 100644 index 0000000000..5b23875cca --- /dev/null +++ b/vocode/streaming/utils/async_requester.py @@ -0,0 +1,25 @@ +import aiohttp +import httpx + +from vocode.streaming.utils.singleton import Singleton + + +class AsyncRequestor(Singleton): + def __init__(self): + self.session = aiohttp.ClientSession() + self.async_client = httpx.AsyncClient() + + def get_session(self): + if self.session.closed: + self.session = aiohttp.ClientSession() + return self.session + + def get_client(self): + return self.async_client + + async def close_session(self): + if not self.session.closed: + await self.session.close() + + async def close_client(self): + await self.async_client.aclose() diff --git a/vocode/streaming/utils/conversation_logger_adapter.py b/vocode/streaming/utils/conversation_logger_adapter.py deleted file mode 100644 index 16c4cd1cf0..0000000000 --- a/vocode/streaming/utils/conversation_logger_adapter.py +++ /dev/null @@ -1,15 +0,0 @@ -# A logger adapter that adds a conversation_id to the log message. - -import logging - - -class ConversationLoggerAdapter(logging.LoggerAdapter): - def process(self, msg, kwargs): - return "[%s] %s" % (self.extra["conversation_id"], msg), kwargs - - -def wrap_logger(logger, conversation_id): - if isinstance(logger, ConversationLoggerAdapter): - return logger - else: - return ConversationLoggerAdapter(logger, {"conversation_id": conversation_id}) diff --git a/vocode/streaming/utils/create_task.py b/vocode/streaming/utils/create_task.py new file mode 100644 index 0000000000..9554734d05 --- /dev/null +++ b/vocode/streaming/utils/create_task.py @@ -0,0 +1,30 @@ +import asyncio +import functools + +from loguru import logger + +tasks_registry = [] + + +def log_if_exception(reraise_cancelled: bool, future: asyncio.Future) -> None: + try: + if exc := future.exception(): + logger.exception( + f"Vocode wrapped logger; exception raised by task {future}: {exc}", + exc_info=exc, + ) + except asyncio.CancelledError: + if reraise_cancelled: + raise + + +def asyncio_create_task_with_done_error_log( + *args, + reraise_cancelled: bool = False, + **kwargs, +) -> asyncio.Task: + task = asyncio.create_task(*args, **kwargs) + tasks_registry.append(task) + task.add_done_callback(functools.partial(log_if_exception, reraise_cancelled)) + task.add_done_callback(lambda t: tasks_registry.remove(t)) + return task diff --git a/vocode/streaming/utils/events_manager.py b/vocode/streaming/utils/events_manager.py index 818ab80acb..420760ac16 100644 --- a/vocode/streaming/utils/events_manager.py +++ b/vocode/streaming/utils/events_manager.py @@ -1,25 +1,21 @@ from __future__ import annotations -import asyncio - -from vocode.streaming.models.events import Event +import asyncio +from typing import List +from loguru import logger -async def flush_event(event): - if event: - del event +from vocode.streaming.models.events import Event, EventType class EventsManager: - def __init__(self, subscriptions=None): - if subscriptions is None: - subscriptions = [] + def __init__(self, subscriptions: List[EventType] = []): self.queue: asyncio.Queue[Event] = asyncio.Queue() self.subscriptions = set(subscriptions) self.active = False def publish_event(self, event: Event): - if event.type in self.subscriptions: + if event and event.type in self.subscriptions: self.queue.put_nowait(event) async def start(self): @@ -27,19 +23,27 @@ async def start(self): while self.active: try: event = await self.queue.get() - await self.handle_event(event) except asyncio.QueueEmpty: await asyncio.sleep(1) + except asyncio.CancelledError: + break + await self.handle_event(event) async def handle_event(self, event: Event): - pass # Default implementation, can be overridden + pass - async def flush(self, timeout=30): + async def flush(self): + self.active = False while True: try: - event = await asyncio.wait_for(self.queue.get(), timeout) - await flush_event(event) - except asyncio.TimeoutError: - break + event = self.queue.get_nowait() + await self.handle_event(event) except asyncio.QueueEmpty: break + except TypeError as e: + if "NoneType can't be used in 'await' expression" in str(e): + logger.error( + "Handle event was overridden with non-async function. Please override with async function." + ) + else: + raise e from e diff --git a/vocode/streaming/utils/goodbye_model.py b/vocode/streaming/utils/goodbye_model.py deleted file mode 100644 index c500158d68..0000000000 --- a/vocode/streaming/utils/goodbye_model.py +++ /dev/null @@ -1,93 +0,0 @@ -import os -import asyncio -from typing import Optional -import openai -import numpy as np -import requests - -from vocode import getenv - -SIMILARITY_THRESHOLD = 0.9 -EMBEDDING_SIZE = 1536 -GOODBYE_PHRASES = [ - "bye", - "goodbye", - "see you", - "see you later", - "talk to you later", - "talk to you soon", - "have a good day", - "have a good night", -] - - -class GoodbyeModel: - def __init__( - self, - embeddings_cache_path=os.path.join( - os.path.dirname(__file__), "goodbye_embeddings" - ), - openai_api_key: Optional[str] = None, - ): - openai.api_key = openai_api_key or getenv("OPENAI_API_KEY") - if not openai.api_key: - raise ValueError("OPENAI_API_KEY must be set in environment or passed in") - self.embeddings_cache_path = embeddings_cache_path - self.goodbye_embeddings: Optional[np.ndarray] = None - - async def initialize_embeddings(self): - self.goodbye_embeddings = await self.load_or_create_embeddings( - f"{self.embeddings_cache_path}/goodbye_embeddings.npy" - ) - - async def load_or_create_embeddings(self, path): - if os.path.exists(path): - return np.load(path) - else: - embeddings = await self.create_embeddings() - np.save(path, embeddings) - return embeddings - - async def create_embeddings(self): - print("Creating embeddings...") - size = EMBEDDING_SIZE - embeddings = np.empty((size, len(GOODBYE_PHRASES))) - for i, goodbye_phrase in enumerate(GOODBYE_PHRASES): - embeddings[:, i] = await self.create_embedding(goodbye_phrase) - return embeddings - - async def is_goodbye(self, text: str) -> bool: - assert self.goodbye_embeddings is not None, "Embeddings not initialized" - if "bye" in text.lower(): - return True - embedding = await self.create_embedding(text.strip().lower()) - similarity_results = embedding @ self.goodbye_embeddings - return np.max(similarity_results) > SIMILARITY_THRESHOLD - - async def create_embedding(self, text) -> np.ndarray: - params = { - "input": text, - } - - engine = getenv("AZURE_OPENAI_TEXT_EMBEDDING_ENGINE") - if engine: - params["engine"] = engine - else: - params["model"] = "text-embedding-ada-002" - - return np.array( - (await openai.Embedding.acreate(**params))["data"][0]["embedding"] - ) - - -if __name__ == "__main__": - from dotenv import load_dotenv - - load_dotenv() - - async def main(): - model = GoodbyeModel() - while True: - print(await model.is_goodbye(input("Text: "))) - - asyncio.run(main()) diff --git a/vocode/streaming/utils/mp3_helper.py b/vocode/streaming/utils/mp3_helper.py index b0a2af915d..2e3cbea4a8 100644 --- a/vocode/streaming/utils/mp3_helper.py +++ b/vocode/streaming/utils/mp3_helper.py @@ -1,5 +1,6 @@ import io import wave + import miniaudio diff --git a/vocode/streaming/utils/phone_numbers.py b/vocode/streaming/utils/phone_numbers.py new file mode 100644 index 0000000000..0a97432271 --- /dev/null +++ b/vocode/streaming/utils/phone_numbers.py @@ -0,0 +1,42 @@ +import phonenumbers +from phonenumbers import PhoneNumberFormat + +NUMBER_PARSE_ERROR = "Input number cannot be interpreted as a phone number. If passing an international number, please include the country code (e.g. +49 for German numbers)" + + +def parse_number_e164(phone_number: str) -> phonenumbers.PhoneNumber: + if not phone_number.startswith("+"): + phone_number = "+" + phone_number + return phonenumbers.parse(phone_number, None) + + +def parse_number_usa_fallback_to_e164(phone_number: str) -> phonenumbers.PhoneNumber: + try: + phone_number_obj = phonenumbers.parse(phone_number, "US") + valid = phonenumbers.is_valid_number(phone_number_obj) + return phone_number_obj if valid else parse_number_e164(phone_number) + except phonenumbers.phonenumberutil.NumberParseException: + return parse_number_e164(phone_number) + + +def parse_phone_number(phone_number: str) -> phonenumbers.PhoneNumber: + if phone_number.startswith("+"): + # If we have a plus we know its e164 + return parse_number_e164(phone_number) + else: + # If we don't have a plus, we try as USA with e164 fallback + return parse_number_usa_fallback_to_e164(phone_number) + + +def sanitize_phone_number(phone_number: str) -> str: + phone_number_obj: phonenumbers.PhoneNumber + + try: + phone_number_obj = parse_phone_number(phone_number) + except Exception: + raise ValueError(NUMBER_PARSE_ERROR) + + if not phonenumbers.is_valid_number(phone_number_obj): + raise ValueError(NUMBER_PARSE_ERROR) + + return phonenumbers.format_number(phone_number_obj, PhoneNumberFormat.E164).replace("+", "") diff --git a/vocode/streaming/utils/redis.py b/vocode/streaming/utils/redis.py new file mode 100644 index 0000000000..4d492c452a --- /dev/null +++ b/vocode/streaming/utils/redis.py @@ -0,0 +1,79 @@ +import os +from typing import Optional, TypeVar + +from loguru import logger +from redis.asyncio import Redis +from redis.backoff import ExponentialBackoff, NoBackoff +from redis.exceptions import ConnectionError, TimeoutError +from redis.retry import Retry + +from vocode.streaming.utils.singleton import Singleton + +WorkerInputType = TypeVar("WorkerInputType") +# Two separate factories for Redis clients so that the +# typing gets picked up properly + + +def initialize_redis(retries: int = 1): + backoff = ExponentialBackoff() if retries > 1 else NoBackoff() + retry = Retry(backoff, retries) + return Redis( # type: ignore + host=os.environ.get("REDISHOST", "localhost"), + port=int(os.environ.get("REDISPORT", 6379)), + username=os.environ.get("REDISUSER", None), + password=os.environ.get("REDISPASSWORD", None), + decode_responses=True, + retry=retry, + ssl=bool(os.environ.get("REDISSSL", False)), + ssl_cert_reqs="none", + retry_on_error=[ConnectionError, TimeoutError], + health_check_interval=30, + ) + + +def initialize_redis_bytes(): + return Redis( + host=os.environ.get("REDISHOST", "localhost"), + port=int(os.environ.get("REDISPORT", 6379)), + username=os.environ.get("REDISUSER", None), + password=os.environ.get("REDISPASSWORD", None), + db=0, + ssl=bool(os.environ.get("REDISSSL", False)), + ssl_cert_reqs="none", + ) + + +class RedisGenericMessageQueue(Singleton): + """Class representing a Redis Streams message queue.""" + + def __init__( + self, + prefix: Optional[str] = None, + suffix: Optional[str] = None, + ) -> None: + """ + Initialize a RedisGenericMessageQueue instance. + + This initializes a Redis client and sets the name of the stream. + """ + self.redis: Redis = initialize_redis() + queue_name_prefix = f"{prefix}_" if prefix else "" + queue_name_suffix = f"_{suffix}" if suffix else "" + self.queue_name = f"{queue_name_prefix}queue{queue_name_suffix}" + + async def publish(self, message: dict) -> None: + """ + Publishes a message to the Redis stream. + + Args: + message (dict): The message to be published. + + Returns: + None + """ + logger.info(f"[{self.queue_name}] Publishing message: {message}") + try: + await self.redis.xadd(self.queue_name, message) + except Exception as e: + logger.exception(f"[{self.queue_name}] Failed to publish message: {message}") + raise e diff --git a/vocode/streaming/utils/redis_conversation_message_queue.py b/vocode/streaming/utils/redis_conversation_message_queue.py new file mode 100644 index 0000000000..a4c6e00caa --- /dev/null +++ b/vocode/streaming/utils/redis_conversation_message_queue.py @@ -0,0 +1,35 @@ +from typing import AsyncGenerator + +from loguru import logger +from pydantic.v1 import BaseModel, parse_obj_as +from redis.asyncio import Redis + +from vocode.streaming.utils.redis import initialize_redis +from vocode.streaming.utils.singleton import Singleton + + +class RedisMessage(BaseModel): + type: str + + +class RedisConversationMessageQueue(Singleton): + def __init__(self): + self.redis: Redis = initialize_redis() + + async def publish(self, conversation_id: str, message: RedisMessage): + logger.info(f"Publishing message to {conversation_id}") + await self.redis.xadd(f"{conversation_id}:stream", message.dict()) # type: ignore + + async def wait_for_messages( + self, conversation_id: str, timeout_seconds: int = 20 + ) -> AsyncGenerator[RedisMessage, None]: + logger.info(f"Waiting for message from {conversation_id}") + streams = await self.redis.xread( + {f"{conversation_id}:stream": "$"}, block=timeout_seconds * 1000 + ) + for _, stream in streams: # stream_id, stream + for _, message in stream: # timestamp, message + yield parse_obj_as(RedisMessage, message) # type: ignore + + async def clear_stream(self, conversation_id: str): + await self.redis.delete(f"{conversation_id}:stream") diff --git a/vocode/streaming/utils/singleton.py b/vocode/streaming/utils/singleton.py new file mode 100644 index 0000000000..eefcd9c127 --- /dev/null +++ b/vocode/streaming/utils/singleton.py @@ -0,0 +1,14 @@ +from typing import Any, Dict + + +class SingletonMeta(type): + _instances: Dict[Any, Any] = {} + + def __call__(cls, *args, **kwargs): + if cls not in cls._instances: + cls._instances[cls] = super().__call__(*args, **kwargs) + return cls._instances[cls] + + +class Singleton(metaclass=SingletonMeta): + pass diff --git a/vocode/streaming/utils/speed_manager.py b/vocode/streaming/utils/speed_manager.py new file mode 100644 index 0000000000..421524f4d6 --- /dev/null +++ b/vocode/streaming/utils/speed_manager.py @@ -0,0 +1,44 @@ +from loguru import logger + +from vocode.streaming.models.transcriber import Transcription + +LEARNING_RATE = 0.1 +LENGTH_THRESHOLD = 5 +SMOOTHING_FACTOR = 3 +BASE_WPM = 150.0 + + +class SpeedManager: + """ + Uses the WPM of incoming transcriptions to update a speed coefficient to inform conversation orchestration. + + speed_coefficient is used in two places (currently): + - DeepgramTranscriber endpointing - when we receive fast utterances from the user, we decrease the endpointing threshold to match the speed of the user + - Interruption logic - if the user is speaking slowly, then when the agent is responding to an interrupt, we wait longer + + Initializes with a speed coefficient of 1.0, which corresponds to a WPM of 150.0 and uses a moving average to update the speed coefficient based on incoming transcriptions. + """ + + def __init__(self, speed_coefficient: float = 1.0): + self.wpm_0 = BASE_WPM * speed_coefficient + self.wpm = self.wpm_0 + self.speed_coefficient = speed_coefficient + + def update(self, transcription: Transcription): + transcription_wpm = transcription.wpm() + if transcription_wpm is not None: + length = len(transcription.message.strip().split()) + p_t = min( + 1, + LEARNING_RATE + * ((length + SMOOTHING_FACTOR) / (LENGTH_THRESHOLD + SMOOTHING_FACTOR)), + ) + self.wpm = self.wpm * (1 - p_t) + transcription_wpm * p_t + self.speed_coefficient = self.wpm / BASE_WPM + logger.info(f"Set speed coefficient to {self.speed_coefficient}") + + def get_speed_coefficient(self): + return self.speed_coefficient + + def get_wpm(self): + return self.wpm diff --git a/vocode/streaming/utils/state_manager.py b/vocode/streaming/utils/state_manager.py index b45f6704ee..b67eb1bd20 100644 --- a/vocode/streaming/utils/state_manager.py +++ b/vocode/streaming/utils/state_manager.py @@ -1,23 +1,85 @@ -import asyncio from typing import TYPE_CHECKING, Optional -from vocode.streaming.models.message import BaseMessage + from vocode.streaming.models.transcriber import EndpointingConfig -from vocode.streaming.agent.base_agent import AgentResponseMessage +from vocode.streaming.synthesizer.input_streaming_synthesizer import InputStreamingSynthesizer +from vocode.streaming.telephony.client.twilio_client import TwilioClient +from vocode.streaming.telephony.client.vonage_client import VonageClient +from vocode.streaming.utils.redis_conversation_message_queue import RedisConversationMessageQueue if TYPE_CHECKING: from vocode.streaming.streaming_conversation import StreamingConversation - from vocode.streaming.telephony.conversation.vonage_call import VonageCall - from vocode.streaming.telephony.conversation.twilio_call import TwilioCall + from vocode.streaming.telephony.conversation.abstract_phone_conversation import ( + AbstractPhoneConversation, + ) + from vocode.streaming.telephony.conversation.twilio_phone_conversation import ( + TwilioPhoneConversation, + ) + from vocode.streaming.telephony.conversation.vonage_phone_conversation import ( + VonagePhoneConversation, + ) + + +# TODO: make this a proper ABC +class AbstractConversationStateManager: + @property + def logger(self): + raise NotImplementedError + + @property + def transcript(self): + raise NotImplementedError + + def get_transcriber_endpointing_config(self) -> Optional[EndpointingConfig]: + raise NotImplementedError + + def set_transcriber_endpointing_config(self, endpointing_config: EndpointingConfig): + raise NotImplementedError + + def disable_synthesis(self): + raise NotImplementedError + + def enable_synthesis(self): + raise NotImplementedError + + def mute_agent(self): + raise NotImplementedError + + def unmute_agent(self): + raise NotImplementedError + + def using_input_streaming_synthesizer(self): + raise NotImplementedError + + async def terminate_conversation(self): + raise NotImplementedError + + def get_conversation_id(self): + raise NotImplementedError -class ConversationStateManager: +class AbstractPhoneConversationStateManager(AbstractConversationStateManager): + def get_config_manager(self): + raise NotImplementedError + + def get_to_phone(self): + raise NotImplementedError + + def get_from_phone(self): + raise NotImplementedError + + +class ConversationStateManager(AbstractConversationStateManager): def __init__(self, conversation: "StreamingConversation"): self._conversation = conversation + if not hasattr(self, "redis_message_queue"): + self.redis_message_queue = RedisConversationMessageQueue() + + @property + def transcript(self): + return self._conversation.transcript def get_transcriber_endpointing_config(self) -> Optional[EndpointingConfig]: - return ( - self._conversation.transcriber.get_transcriber_config().endpointing_config - ) + return self._conversation.transcriber.get_transcriber_config().endpointing_config def set_transcriber_endpointing_config(self, endpointing_config: EndpointingConfig): assert self.get_transcriber_endpointing_config() is not None @@ -37,30 +99,66 @@ def mute_agent(self): def unmute_agent(self): self._conversation.agent.is_muted = False + def using_input_streaming_synthesizer(self): + return isinstance( + self._conversation.synthesizer, + InputStreamingSynthesizer, + ) + async def terminate_conversation(self): - await self._conversation.terminate() - - def send_bot_message(self, message: BaseMessage) -> asyncio.Event: - # returns an asyncio.Event that will be set when the agent has finished uttering the message - agent_response_tracker = asyncio.Event() - self._conversation.agent.produce_interruptible_agent_response_event_nonblocking( - item=AgentResponseMessage( - message=message, - is_interruptible=False, - ), - is_interruptible=False, - agent_response_tracker=agent_response_tracker, + self._conversation.mark_terminated() + + def set_call_check_for_idle_paused(self, value: bool): + if not self._conversation: + return + self._conversation.set_check_for_idle_paused(value) + + def get_conversation_id(self): + return self._conversation.id + + +class PhoneConversationStateManager( + AbstractPhoneConversationStateManager, ConversationStateManager +): + def __init__(self, conversation: "AbstractPhoneConversation"): + ConversationStateManager.__init__(self, conversation) + self._phone_conversation = conversation + + def get_config_manager(self): + return self._phone_conversation.config_manager + + def get_to_phone(self): + return self._phone_conversation.to_phone + + def get_from_phone(self): + return self._phone_conversation.from_phone + + def get_direction(self): + return self._phone_conversation.direction + + +class VonagePhoneConversationStateManager(PhoneConversationStateManager): + def __init__(self, conversation: "VonagePhoneConversation"): + super().__init__(conversation=conversation) + self._vonage_phone_conversation = conversation + + def create_vonage_client(self): + return VonageClient( + base_url=self._vonage_phone_conversation.base_url, + maybe_vonage_config=self._vonage_phone_conversation.vonage_config, ) - return agent_response_tracker -class VonageCallStateManager(ConversationStateManager): - def __init__(self, call: "VonageCall"): - super().__init__(call) - self._call = call +class TwilioPhoneConversationStateManager(PhoneConversationStateManager): + def __init__(self, conversation: "TwilioPhoneConversation"): + super().__init__(conversation=conversation) + self._twilio_phone_conversation = conversation + def get_twilio_config(self): + return self._twilio_phone_conversation.twilio_config -class TwilioCallStateManager(ConversationStateManager): - def __init__(self, call: "TwilioCall"): - super().__init__(call) - self._call = call + def create_twilio_client(self): + return TwilioClient( + base_url=self._twilio_phone_conversation.base_url, + maybe_twilio_config=self.get_twilio_config(), + ) diff --git a/vocode/streaming/utils/worker.py b/vocode/streaming/utils/worker.py index d015994073..80021b580f 100644 --- a/vocode/streaming/utils/worker.py +++ b/vocode/streaming/utils/worker.py @@ -2,13 +2,12 @@ import asyncio import threading -import janus -from typing import Any, Optional -from typing import TypeVar, Generic -import logging +from typing import Any, Generic, Optional, TypeVar +import janus +from loguru import logger -logger = logging.getLogger(__name__) +from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log WorkerInputType = TypeVar("WorkerInputType") @@ -24,7 +23,11 @@ def __init__( self.output_queue = output_queue def start(self) -> asyncio.Task: - self.worker_task = asyncio.create_task(self._run_loop()) + self.worker_task = asyncio_create_task_with_done_error_log( + self._run_loop(), + ) + if not self.worker_task: + raise Exception("Worker task not created") return self.worker_task def consume_nonblocking(self, item: WorkerInputType): @@ -57,7 +60,11 @@ def __init__( def start(self) -> asyncio.Task: self.worker_thread = threading.Thread(target=self._run_loop) self.worker_thread.start() - self.worker_task = asyncio.create_task(self.run_thread_forwarding()) + self.worker_task = asyncio_create_task_with_done_error_log( + self.run_thread_forwarding(), + ) + if not self.worker_task: + raise Exception("Worker task not created") return self.worker_task async def run_thread_forwarding(self): @@ -94,7 +101,7 @@ async def _run_loop(self): await self.process(item) except asyncio.CancelledError: return - except Exception as e: + except Exception: logger.exception("AsyncQueueWorker", exc_info=True) async def process(self, item): @@ -143,6 +150,10 @@ def __init__( super().__init__(payload, is_interruptible, interruption_event) self.agent_response_tracker = agent_response_tracker + def interrupt(self) -> bool: + self.agent_response_tracker.set() + return super().interrupt() + class InterruptibleEventFactory: def create_interruptible_event( @@ -181,13 +192,9 @@ def __init__( self.current_task = None self.interruptible_event = None - def produce_interruptible_event_nonblocking( - self, item: Any, is_interruptible: bool = True - ): - interruptible_event = ( - self.interruptible_event_factory.create_interruptible_event( - item, is_interruptible=is_interruptible - ) + def produce_interruptible_event_nonblocking(self, item: Any, is_interruptible: bool = True): + interruptible_event = self.interruptible_event_factory.create_interruptible_event( + item, is_interruptible=is_interruptible ) return super().produce_nonblocking(interruptible_event) @@ -209,16 +216,24 @@ def produce_interruptible_agent_response_event_nonblocking( async def _run_loop(self): # TODO Implement concurrency with max_nb_of_thread while True: - item = await self.input_queue.get() + try: + item = await self.input_queue.get() + except asyncio.CancelledError: + return + if item.is_interrupted(): continue self.interruptible_event = item - self.current_task = asyncio.create_task(self.process(item)) + self.current_task = asyncio_create_task_with_done_error_log( + self.process(item), + reraise_cancelled=True, + ) + try: await self.current_task except asyncio.CancelledError: return - except Exception as e: + except Exception: logger.exception("InterruptibleWorker", exc_info=True) self.interruptible_event.is_interruptible = False self.current_task = None @@ -246,7 +261,5 @@ def cancel_current_task(self): return False -class InterruptibleAgentResponseWorker( - InterruptibleWorker[InterruptibleAgentResponseEvent] -): +class InterruptibleAgentResponseWorker(InterruptibleWorker[InterruptibleAgentResponseEvent]): pass diff --git a/vocode/streaming/vector_db/base_vector_db.py b/vocode/streaming/vector_db/base_vector_db.py index 7127a2b221..19a0aa3181 100644 --- a/vocode/streaming/vector_db/base_vector_db.py +++ b/vocode/streaming/vector_db/base_vector_db.py @@ -1,13 +1,20 @@ import os -from typing import Iterable, List, Optional, Tuple +from typing import TYPE_CHECKING, Iterable, List, Optional, Tuple, Union + import aiohttp -import openai -from langchain.docstore.document import Document +from openai import AsyncAzureOpenAI, AsyncOpenAI + +from vocode.streaming.models.agent import AZURE_OPENAI_DEFAULT_API_VERSION + +if TYPE_CHECKING: + from langchain.docstore.document import Document DEFAULT_OPENAI_EMBEDDING_MODEL = "text-embedding-ada-002" class VectorDB: + openai_client: Union[AsyncOpenAI, AsyncAzureOpenAI] + def __init__( self, aiohttp_session: Optional[aiohttp.ClientSession] = None, @@ -20,6 +27,20 @@ def __init__( self.aiohttp_session = aiohttp.ClientSession() self.should_close_session_on_tear_down = True + self.engine = os.getenv("AZURE_OPENAI_TEXT_EMBEDDING_ENGINE") + if self.engine: + azure_base = os.getenv("AZURE_OPENAI_API_BASE_EAST_US") + azure_base = azure_base if azure_base is not None else "" + self.openai_client = AsyncAzureOpenAI( + azure_endpoint=azure_base, + api_key=os.getenv("AZURE_OPENAI_API_KEY_EAST_US"), + api_version=AZURE_OPENAI_DEFAULT_API_VERSION, + ) + else: + self.openai_client = AsyncOpenAI( + api_key=os.getenv("OPENAI_API_KEY"), + ) + async def create_openai_embedding( self, text, model=DEFAULT_OPENAI_EMBEDDING_MODEL ) -> List[float]: @@ -27,13 +48,9 @@ async def create_openai_embedding( "input": text, } - engine = os.getenv("AZURE_OPENAI_TEXT_EMBEDDING_ENGINE") - if engine: - params["engine"] = engine - else: - params["model"] = model + params["model"] = self.engine if self.engine else model - return list((await openai.Embedding.acreate(**params))["data"][0]["embedding"]) + return (await self.openai_client.embeddings.create(**params)).data[0].embedding async def add_texts( self, @@ -49,7 +66,7 @@ async def similarity_search_with_score( query: str, filter: Optional[dict] = None, namespace: Optional[str] = None, - ) -> List[Tuple[Document, float]]: + ) -> List[Tuple["Document", float]]: raise NotImplementedError async def tear_down(self): diff --git a/vocode/streaming/vector_db/factory.py b/vocode/streaming/vector_db/factory.py index 1889081b71..9ce03bab73 100644 --- a/vocode/streaming/vector_db/factory.py +++ b/vocode/streaming/vector_db/factory.py @@ -1,9 +1,12 @@ -import logging -from typing import Optional +from typing import TYPE_CHECKING, Optional + import aiohttp + from vocode.streaming.models.vector_db import PineconeConfig, VectorDBConfig from vocode.streaming.vector_db.base_vector_db import VectorDB -from vocode.streaming.vector_db.pinecone import PineconeDB + +if TYPE_CHECKING: + from vocode.streaming.vector_db.pinecone import PineconeDB class VectorDBFactory: @@ -13,5 +16,17 @@ def create_vector_db( aiohttp_session: Optional[aiohttp.ClientSession] = None, ) -> VectorDB: if isinstance(vector_db_config, PineconeConfig): - return PineconeDB(vector_db_config, aiohttp_session=aiohttp_session) + return self._get_pinecone_db(vector_db_config, aiohttp_session) raise Exception("Invalid vector db config", vector_db_config.type) + + def _get_pinecone_db( + self, vector_db_config: PineconeConfig, aiohttp_session: Optional[aiohttp.ClientSession] + ) -> "PineconeDB": + try: + from vocode.streaming.vector_db.pinecone import PineconeDB + + return PineconeDB(vector_db_config, aiohttp_session=aiohttp_session) + except ImportError as e: + raise ImportError( + f"Missing required dependancies for VectorDB {vector_db_config.type}" + ) from e diff --git a/vocode/streaming/vector_db/pinecone.py b/vocode/streaming/vector_db/pinecone.py index 646590860d..26cd048f36 100644 --- a/vocode/streaming/vector_db/pinecone.py +++ b/vocode/streaming/vector_db/pinecone.py @@ -1,13 +1,13 @@ -import logging -from typing import Iterable, List, Optional, Tuple import uuid +from typing import Iterable, List, Optional, Tuple + from langchain.docstore.document import Document +from loguru import logger + from vocode import getenv from vocode.streaming.models.vector_db import PineconeConfig from vocode.streaming.vector_db.base_vector_db import VectorDB -logger = logging.getLogger(__name__) - class PineconeDB(VectorDB): def __init__(self, config: PineconeConfig, *args, **kwargs) -> None: @@ -16,12 +16,8 @@ def __init__(self, config: PineconeConfig, *args, **kwargs) -> None: self.index_name = self.config.index self.pinecone_api_key = getenv("PINECONE_API_KEY") or self.config.api_key - self.pinecone_environment = ( - getenv("PINECONE_ENVIRONMENT") or self.config.api_environment - ) - self.pinecone_url = ( - f"https://{self.index_name}.svc.{self.pinecone_environment}.pinecone.io" - ) + self.pinecone_environment = getenv("PINECONE_ENVIRONMENT") or self.config.api_environment + self.pinecone_url = f"https://{self.index_name}.svc.{self.pinecone_environment}.pinecone.io" self._text_key = "text" async def add_texts( @@ -109,7 +105,5 @@ async def similarity_search_with_score( score = res["score"] docs.append((Document(page_content=text, metadata=metadata), score)) else: - logger.warning( - f"Found document with no `{self._text_key}` key. Skipping." - ) + logger.warning(f"Found document with no `{self._text_key}` key. Skipping.") return docs diff --git a/vocode/turn_based/agent/__init__.py b/vocode/turn_based/agent/__init__.py deleted file mode 100644 index c0291ecb72..0000000000 --- a/vocode/turn_based/agent/__init__.py +++ /dev/null @@ -1,4 +0,0 @@ -from vocode.turn_based.agent.base_agent import BaseAgent -from vocode.turn_based.agent.chat_gpt_agent import ChatGPTAgent -from vocode.turn_based.agent.echo_agent import EchoAgent -from vocode.turn_based.agent.gpt4all_agent import GPT4AllAgent diff --git a/vocode/turn_based/agent/chat_gpt_agent.py b/vocode/turn_based/agent/chat_gpt_agent.py index 37e6e5b0e7..a6d8ac41c9 100644 --- a/vocode/turn_based/agent/chat_gpt_agent.py +++ b/vocode/turn_based/agent/chat_gpt_agent.py @@ -1,16 +1,8 @@ -from typing import Optional +from typing import Any, List, Optional + import openai -from langchain.prompts import ( - ChatPromptTemplate, - MessagesPlaceholder, - SystemMessagePromptTemplate, - HumanMessagePromptTemplate, -) -from langchain.chains import ConversationChain -from langchain_community.chat_models import ChatOpenAI -from langchain.memory import ConversationBufferMemory -from vocode import getenv +from vocode import getenv from vocode.turn_based.agent.base_agent import BaseAgent @@ -23,32 +15,41 @@ def __init__( model_name: str = "gpt-3.5-turbo", temperature: float = 0.7, max_tokens: int = 100, - memory: Optional[ConversationBufferMemory] = None, ): super().__init__(initial_message=initial_message) openai.api_key = getenv("OPENAI_API_KEY", api_key) if not openai.api_key: raise ValueError("OpenAI API key not provided") - self.prompt = ChatPromptTemplate.from_messages( - [ - SystemMessagePromptTemplate.from_template(system_prompt), - MessagesPlaceholder(variable_name="history"), - HumanMessagePromptTemplate.from_template("{input}"), - ] - ) - self.memory = ( - memory if memory else ConversationBufferMemory(return_messages=True) + self.client = openai.OpenAI() + self.prompt = system_prompt + self.model_name = model_name + self.messages: List[Any] = [ + { + "role": "system", + "content": system_prompt, + }, + { + "role": "assistant", + "content": initial_message, + }, + ] + + def respond(self, human_input: str): + self.messages.append( + { + "role": "user", + "content": human_input, + } ) - if initial_message: - self.memory.chat_memory.add_ai_message(initial_message) - self.llm = ChatOpenAI( # type: ignore - model_name=model_name, - temperature=temperature, - max_tokens=max_tokens, + response = self.client.chat.completions.create( + model=self.model_name, + messages=self.messages, ) - self.conversation = ConversationChain( - memory=self.memory, prompt=self.prompt, llm=self.llm + content = response.choices[0].message.content + self.messages.append( + { + "role": "system", + "content": content, + } ) - - def respond(self, human_input: str): - return self.conversation.predict(input=human_input) + return content diff --git a/vocode/turn_based/agent/gpt4all_agent.py b/vocode/turn_based/agent/gpt4all_agent.py index 71495b1393..f5e5e3dd5f 100644 --- a/vocode/turn_based/agent/gpt4all_agent.py +++ b/vocode/turn_based/agent/gpt4all_agent.py @@ -1,10 +1,14 @@ import asyncio -from concurrent.futures import ThreadPoolExecutor, wait -import logging import sys +from concurrent.futures import ThreadPoolExecutor, wait from typing import Optional + +from loguru import logger + from vocode.turn_based.agent.base_agent import BaseAgent +raise DeprecationWarning("This Agent is deprecated and will be removed in the future.") + class StopThreadException(Exception): pass @@ -20,13 +24,11 @@ def __init__( model_path: str, system_prompt: str, initial_message: Optional[str] = None, - logger: Optional[logging.Logger] = None, ): from pygpt4all.models.gpt4all_j import GPT4All_J super().__init__(initial_message) self.prompt_template = f"{system_prompt}\n\n{self.DEFAULT_PROMPT_TEMPLATE}" - self.logger = logger or logging.getLogger(__name__) self.memory = [f"AI: {initial_message}"] if initial_message else [] self.llm = GPT4All_J(model_path) self.thread_pool_executor = ThreadPoolExecutor(max_workers=1) @@ -42,16 +44,14 @@ def respond( self, human_input, ) -> str: - self.logger.debug("LLM responding to human input") + logger.debug("LLM responding to human input") prompt = self.create_prompt(human_input) response_buffer = "" def new_text_callback(text): nonlocal response_buffer response_buffer += text - if len(response_buffer) > len(prompt) and response_buffer.endswith( - "Human:" - ): + if len(response_buffer) > len(prompt) and response_buffer.endswith("Human:"): response_buffer = response_buffer[: -len("Human:")] sys.exit() @@ -63,7 +63,7 @@ def new_text_callback(text): wait([future], timeout=10) response = response_buffer[(len(prompt) + 1) :] self.memory.append(self.get_memory_entry(human_input, response)) - self.logger.debug(f"LLM response: {response}") + logger.debug(f"LLM response: {response}") return response async def respond_async(self, human_input) -> str: @@ -73,9 +73,7 @@ async def respond_async(self, human_input) -> str: def new_text_callback(text): nonlocal response_buffer response_buffer += text - if len(response_buffer) > len(prompt) and response_buffer.endswith( - "Human:" - ): + if len(response_buffer) > len(prompt) and response_buffer.endswith("Human:"): response_buffer = response_buffer[: -len("Human:")] raise StopThreadException("Stopping the thread") diff --git a/vocode/turn_based/input_device/microphone_input.py b/vocode/turn_based/input_device/microphone_input.py index 4ee35b449c..9a032bfa0a 100644 --- a/vocode/turn_based/input_device/microphone_input.py +++ b/vocode/turn_based/input_device/microphone_input.py @@ -1,9 +1,10 @@ +import io +import wave from typing import Optional -import sounddevice as sd + import numpy as np +import sounddevice as sd from pydub import AudioSegment -import io -import wave from vocode.turn_based.input_device.base_input_device import BaseInputDevice diff --git a/vocode/turn_based/output_device/speaker_output.py b/vocode/turn_based/output_device/speaker_output.py index 24a475b989..a0b35dc4da 100644 --- a/vocode/turn_based/output_device/speaker_output.py +++ b/vocode/turn_based/output_device/speaker_output.py @@ -1,6 +1,7 @@ from typing import Optional -import sounddevice as sd + import numpy as np +import sounddevice as sd from pydub import AudioSegment from vocode.turn_based.output_device.base_output_device import BaseOutputDevice diff --git a/vocode/turn_based/synthesizer/__init__.py b/vocode/turn_based/synthesizer/__init__.py deleted file mode 100644 index 3353d6dd0f..0000000000 --- a/vocode/turn_based/synthesizer/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -from vocode.turn_based.synthesizer.azure_synthesizer import AzureSynthesizer -from vocode.turn_based.synthesizer.bark_synthesizer import BarkSynthesizer -from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer -from vocode.turn_based.synthesizer.coqui_synthesizer import CoquiSynthesizer -from vocode.turn_based.synthesizer.coqui_tts_synthesizer import CoquiTTSSynthesizer -from vocode.turn_based.synthesizer.eleven_labs_synthesizer import ElevenLabsSynthesizer -from vocode.turn_based.synthesizer.google_synthesizer import GoogleSynthesizer -from vocode.turn_based.synthesizer.gtts_synthesizer import GTTSSynthesizer -from vocode.turn_based.synthesizer.play_ht_synthesizer import PlayHtSynthesizer -from vocode.turn_based.synthesizer.rime_synthesizer import RimeSynthesizer -from vocode.turn_based.synthesizer.polly_synthesizer import PollySynthesizer -from vocode.turn_based.synthesizer.stream_elements_synthesizer import ( - StreamElementsSynthesizer, -) diff --git a/vocode/turn_based/synthesizer/azure_synthesizer.py b/vocode/turn_based/synthesizer/azure_synthesizer.py index 19f3c59378..b5221edda2 100644 --- a/vocode/turn_based/synthesizer/azure_synthesizer.py +++ b/vocode/turn_based/synthesizer/azure_synthesizer.py @@ -1,9 +1,10 @@ from typing import Optional from xml.etree import ElementTree + from pydub import AudioSegment from regex import D -from vocode import getenv +from vocode import getenv from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer DEFAULT_SAMPLING_RATE = 22050 diff --git a/vocode/turn_based/synthesizer/bark_synthesizer.py b/vocode/turn_based/synthesizer/bark_synthesizer.py index ffedabf842..80f43f1e1d 100644 --- a/vocode/turn_based/synthesizer/bark_synthesizer.py +++ b/vocode/turn_based/synthesizer/bark_synthesizer.py @@ -1,27 +1,27 @@ import io -from typing import Optional -import numpy as np import logging + +import numpy as np +from loguru import logger from pydub import AudioSegment from scipy.io.wavfile import write as write_wav + from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer class BarkSynthesizer(BaseSynthesizer): - def __init__( - self, logger: Optional[logging.Logger] = None, silent: bool = False, **kwargs - ) -> None: + def __init__(self, silent: bool = False, **kwargs) -> None: from bark import SAMPLE_RATE, generate_audio, preload_models self.SAMPLE_RATE = SAMPLE_RATE self.generate_audio = generate_audio - self.logger = logger or logging.getLogger(__name__) - self.logger.info("Loading Bark models") + logger = logger or logging.getLogger(__name__) + logger.info("Loading Bark models") self.silent = silent preload_models(**kwargs) def synthesize(self, text: str, **kwargs) -> AudioSegment: - self.logger.debug("Bark synthesizing audio") + logger.debug("Bark synthesizing audio") audio_array = self.generate_audio(text, silent=self.silent, **kwargs) int_audio_arr = (audio_array * np.iinfo(np.int16).max).astype(np.int16) diff --git a/vocode/turn_based/synthesizer/coqui_synthesizer.py b/vocode/turn_based/synthesizer/coqui_synthesizer.py index bc53f8389b..d39570dcc0 100644 --- a/vocode/turn_based/synthesizer/coqui_synthesizer.py +++ b/vocode/turn_based/synthesizer/coqui_synthesizer.py @@ -1,13 +1,17 @@ +import asyncio import io import re import typing -from typing import Optional, List -from pydub import AudioSegment +from typing import List, Optional + +import aiohttp import requests +from pydub import AudioSegment + from vocode import getenv from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer -import aiohttp -import asyncio + +raise DeprecationWarning("This Synthesizer is deprecated and will be removed in the future.") COQUI_BASE_URL = "https://app.coqui.ai/api/v2/samples" DEFAULT_SPEAKER_ID = "d2bd7ccb-1b65-4005-9578-32c4e02d8ddf" @@ -98,10 +102,7 @@ async def async_synthesize(self, text: str) -> AudioSegment: text_chunks = self.split_text(text) # Create a list of tasks for each chunk using asyncio.create_task() - tasks = [ - asyncio.create_task(self.async_synthesize_chunk(chunk)) - for chunk in text_chunks - ] + tasks = [asyncio.create_task(self.async_synthesize_chunk(chunk)) for chunk in text_chunks] # Wait for all tasks to complete using asyncio.gather() audio_chunks = await asyncio.gather(*tasks) diff --git a/vocode/turn_based/synthesizer/coqui_tts_synthesizer.py b/vocode/turn_based/synthesizer/coqui_tts_synthesizer.py index c1f2ca6f92..579d8512c3 100644 --- a/vocode/turn_based/synthesizer/coqui_tts_synthesizer.py +++ b/vocode/turn_based/synthesizer/coqui_tts_synthesizer.py @@ -1,9 +1,10 @@ import io from typing import Optional -from pydub import AudioSegment -from vocode import getenv + import numpy +from pydub import AudioSegment +from vocode import getenv from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer diff --git a/vocode/turn_based/synthesizer/eleven_labs_synthesizer.py b/vocode/turn_based/synthesizer/eleven_labs_synthesizer.py index 9c5b2ffda0..68b77fb7fa 100644 --- a/vocode/turn_based/synthesizer/eleven_labs_synthesizer.py +++ b/vocode/turn_based/synthesizer/eleven_labs_synthesizer.py @@ -1,6 +1,10 @@ import io from typing import Optional + +from elevenlabs import Voice, VoiceSettings +from elevenlabs.client import ElevenLabs from pydub import AudioSegment + from vocode import getenv from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer @@ -13,12 +17,13 @@ def __init__( similarity_boost: Optional[float] = None, api_key: Optional[str] = None, ): - import elevenlabs - - self.elevenlabs = elevenlabs self.voice_id = voice_id self.api_key = getenv("ELEVEN_LABS_API_KEY", api_key) + + self.elevenlabs_client = ElevenLabs( + api_key=self.api_key, + ) self.validate_stability_and_similarity_boost(stability, similarity_boost) self.stability = stability self.similarity_boost = similarity_boost @@ -27,18 +32,19 @@ def validate_stability_and_similarity_boost( self, stability: Optional[float], similarity_boost: Optional[float] ) -> None: if (stability is None) != (similarity_boost is None): - raise ValueError( - "Both stability and similarity_boost must be set or not set." - ) + raise ValueError("Both stability and similarity_boost must be set or not set.") def synthesize(self, text: str) -> AudioSegment: - self.elevenlabs.set_api_key(self.api_key) - voice = self.elevenlabs.Voice(voice_id=self.voice_id) if self.stability is not None and self.similarity_boost is not None: - voice.settings = self.elevenlabs.VoiceSettings( - stability=self.stability, similarity_boost=self.similarity_boost + voice = Voice( + voice_id=self.voice_id, + settings=VoiceSettings( + stability=self.stability, similarity_boost=self.similarity_boost + ), ) + else: + voice = Voice(voice_id=self.voice_id) - audio = self.elevenlabs.generate(text, voice=voice) + audio = self.elevenlabs_client.generate(text=text, voice=voice) return AudioSegment.from_mp3(io.BytesIO(audio)) # type: ignore diff --git a/vocode/turn_based/synthesizer/google_synthesizer.py b/vocode/turn_based/synthesizer/google_synthesizer.py index 6c55a64619..ace1fe9586 100644 --- a/vocode/turn_based/synthesizer/google_synthesizer.py +++ b/vocode/turn_based/synthesizer/google_synthesizer.py @@ -1,9 +1,11 @@ import io from typing import Optional + +from google.cloud import texttospeech_v1beta1 as tts # type: ignore from pydub import AudioSegment + from vocode import getenv from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer -from google.cloud import texttospeech_v1beta1 as tts DEFAULT_LANGUAGE_CODE = "en-US" DEFAULT_VOICE_NAME = "en-US-Neural2-I" @@ -11,9 +13,7 @@ DEFAULT_SPEAKING_RATE = 1.2 DEFAULT_SAMPLE_RATE = 24000 DEFAULT_AUDIO_ENCODING = tts.AudioEncoding.LINEAR16 -DEFAULT_TIME_POINTING = [ - tts.SynthesizeSpeechRequest.TimepointType.TIMEPOINT_TYPE_UNSPECIFIED -] +DEFAULT_TIME_POINTING = [tts.SynthesizeSpeechRequest.TimepointType.TIMEPOINT_TYPE_UNSPECIFIED] class GoogleSynthesizer(BaseSynthesizer): diff --git a/vocode/turn_based/synthesizer/gtts_synthesizer.py b/vocode/turn_based/synthesizer/gtts_synthesizer.py index 6502415116..12be8dde38 100644 --- a/vocode/turn_based/synthesizer/gtts_synthesizer.py +++ b/vocode/turn_based/synthesizer/gtts_synthesizer.py @@ -1,7 +1,9 @@ +from io import BytesIO from os import PathLike from typing import Any + from pydub import AudioSegment -from io import BytesIO + from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer diff --git a/vocode/turn_based/synthesizer/play_ht_synthesizer.py b/vocode/turn_based/synthesizer/play_ht_synthesizer.py index 2481c17eb1..00d5e84be2 100644 --- a/vocode/turn_based/synthesizer/play_ht_synthesizer.py +++ b/vocode/turn_based/synthesizer/play_ht_synthesizer.py @@ -1,13 +1,14 @@ import io from typing import Optional -from pydub import AudioSegment + import requests -from vocode import getenv -from vocode.streaming.telephony.constants import DEFAULT_SAMPLING_RATE +from pydub import AudioSegment +from vocode import getenv +from vocode.streaming.models.audio import SamplingRate from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer -DEFAULT_SAMPLING_RATE = 24000 +DEFAULT_SAMPLING_RATE = SamplingRate.RATE_24000 TTS_ENDPOINT = "https://play.ht/api/v2/tts/stream" @@ -50,8 +51,6 @@ def synthesize( response = requests.post(TTS_ENDPOINT, headers=headers, json=body, timeout=5) if not response.ok: - raise Exception( - f"Play.ht API error: {response.status_code}, {response.text}" - ) + raise Exception(f"Play.ht API error: {response.status_code}, {response.text}") return AudioSegment.from_mp3(io.BytesIO(response.content)) # type: ignore diff --git a/vocode/turn_based/synthesizer/polly_synthesizer.py b/vocode/turn_based/synthesizer/polly_synthesizer.py index e8ad71de5d..58fec724a8 100644 --- a/vocode/turn_based/synthesizer/polly_synthesizer.py +++ b/vocode/turn_based/synthesizer/polly_synthesizer.py @@ -1,8 +1,9 @@ import io -from pydub import AudioSegment -from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer import boto3 +from pydub import AudioSegment + +from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer DEFAULT_SAMPLING_RATE = 16000 DEFAULT_LANGUAGE_CODE = "en-US" diff --git a/vocode/turn_based/synthesizer/rime_synthesizer.py b/vocode/turn_based/synthesizer/rime_synthesizer.py index 5e1da52736..99fdc406d0 100644 --- a/vocode/turn_based/synthesizer/rime_synthesizer.py +++ b/vocode/turn_based/synthesizer/rime_synthesizer.py @@ -1,10 +1,11 @@ import base64 import io from typing import Optional -from pydub import AudioSegment + import requests -from vocode import getenv +from pydub import AudioSegment +from vocode import getenv from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer RIME_BASE_URL = "https://rjmopratfrdjgmfmaios.functions.supabase.co/rime-tts" diff --git a/vocode/turn_based/synthesizer/stream_elements_synthesizer.py b/vocode/turn_based/synthesizer/stream_elements_synthesizer.py index ff91c64894..1bb1ddc22b 100644 --- a/vocode/turn_based/synthesizer/stream_elements_synthesizer.py +++ b/vocode/turn_based/synthesizer/stream_elements_synthesizer.py @@ -1,10 +1,10 @@ import io -import requests -from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer - +import requests from pydub import AudioSegment +from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer + class StreamElementsSynthesizer(BaseSynthesizer): def __init__(self, voice: str = "Brian"): diff --git a/vocode/turn_based/transcriber/__init__.py b/vocode/turn_based/transcriber/__init__.py deleted file mode 100644 index 50631f547f..0000000000 --- a/vocode/turn_based/transcriber/__init__.py +++ /dev/null @@ -1,4 +0,0 @@ -from vocode.turn_based.transcriber.base_transcriber import BaseTranscriber -from vocode.turn_based.transcriber.sr_transcriber import SpeechRecognitionTranscriber -from vocode.turn_based.transcriber.whisper_cpp_transcriber import WhisperCPPTranscriber -from vocode.turn_based.transcriber.whisper_transcriber import WhisperTranscriber diff --git a/vocode/turn_based/transcriber/sr_transcriber.py b/vocode/turn_based/transcriber/sr_transcriber.py index 16e33e0580..dc20a4ab2c 100644 --- a/vocode/turn_based/transcriber/sr_transcriber.py +++ b/vocode/turn_based/transcriber/sr_transcriber.py @@ -1,8 +1,10 @@ -from pydub import AudioSegment +from enum import Enum + import speech_recognition as sr +from pydub import AudioSegment + from vocode import getenv from vocode.turn_based.transcriber.base_transcriber import BaseTranscriber -from enum import Enum class SpeechRecognitionAPI(Enum): @@ -46,9 +48,7 @@ def transcribe(self, audio_segment: AudioSegment) -> str: credentials_json = getenv("GOOGLE_CLOUD_SPEECH_CREDENTIALS") if not credentials_json: raise ValueError("Google Cloud Speech credentials not provided") - text = r.recognize_google_cloud( - audio, credentials_json=credentials_json - ) + text = r.recognize_google_cloud(audio, credentials_json=credentials_json) elif self.api == SpeechRecognitionAPI.WIT: api_key = getenv("WIT_AI_API_KEY") @@ -76,17 +76,13 @@ def transcribe(self, audio_segment: AudioSegment) -> str: client_key = getenv("HOUNDIFY_CLIENT_KEY") if not client_id or not client_key: raise ValueError("Houndify client ID or key not provided") - text = r.recognize_houndify( - audio, client_id=client_id, client_key=client_key - ) + text = r.recognize_houndify(audio, client_id=client_id, client_key=client_key) elif self.api == SpeechRecognitionAPI.IBM: username = getenv("IBM_USERNAME") password = getenv("IBM_PASSWORD") if not username or not password: - raise ValueError( - "IBM Speech to Text username or password not provided" - ) + raise ValueError("IBM Speech to Text username or password not provided") text = r.recognize_ibm(audio, username=username, password=password) else: @@ -94,8 +90,6 @@ def transcribe(self, audio_segment: AudioSegment) -> str: except sr.UnknownValueError: raise sr.UnknownValueError("Speech Recognition could not understand audio") except sr.RequestError as e: - raise sr.RequestError( - f"Could not request results from Speech Recognition service." - ) + raise sr.RequestError(f"Could not request results from Speech Recognition service.") return text diff --git a/vocode/turn_based/transcriber/whisper_cpp_transcriber.py b/vocode/turn_based/transcriber/whisper_cpp_transcriber.py index ca9d2337b2..57c0f79144 100644 --- a/vocode/turn_based/transcriber/whisper_cpp_transcriber.py +++ b/vocode/turn_based/transcriber/whisper_cpp_transcriber.py @@ -1,5 +1,6 @@ import ctypes import pathlib + import numpy as np from pydub import AudioSegment diff --git a/vocode/turn_based/transcriber/whisper_transcriber.py b/vocode/turn_based/transcriber/whisper_transcriber.py index 95e0d97362..1b6c582b1a 100644 --- a/vocode/turn_based/transcriber/whisper_transcriber.py +++ b/vocode/turn_based/transcriber/whisper_transcriber.py @@ -1,9 +1,10 @@ -from typing import Optional -from pydub import AudioSegment import io +from typing import Optional + import openai -from vocode import getenv +from pydub import AudioSegment +from vocode import getenv from vocode.turn_based.transcriber.base_transcriber import BaseTranscriber @@ -12,11 +13,12 @@ def __init__(self, api_key: Optional[str] = None): openai.api_key = getenv("OPENAI_API_KEY", api_key) if not openai.api_key: raise ValueError("OpenAI API key not provided") + self.client = openai.OpenAI() def transcribe(self, audio_segment: AudioSegment) -> str: in_memory_wav = io.BytesIO() audio_segment.export(in_memory_wav, format="wav") # type: ignore in_memory_wav.seek(0) in_memory_wav.name = "whisper.wav" - transcript = openai.Audio.transcribe("whisper-1", in_memory_wav) + transcript = self.client.audio.transcriptions.create(model="whisper-1", file=in_memory_wav) return transcript.text diff --git a/vocode/turn_based/turn_based_conversation.py b/vocode/turn_based/turn_based_conversation.py index 3b30f94171..faddb613b0 100644 --- a/vocode/turn_based/turn_based_conversation.py +++ b/vocode/turn_based/turn_based_conversation.py @@ -1,9 +1,7 @@ -import logging -from typing import Optional +from loguru import logger + from vocode.turn_based.agent.base_agent import BaseAgent -from vocode.turn_based.input_device.base_input_device import ( - BaseInputDevice, -) +from vocode.turn_based.input_device.base_input_device import BaseInputDevice from vocode.turn_based.output_device.base_output_device import BaseOutputDevice from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer from vocode.turn_based.transcriber.base_transcriber import BaseTranscriber @@ -17,7 +15,6 @@ def __init__( agent: BaseAgent, synthesizer: BaseSynthesizer, output_device: BaseOutputDevice, - logger: Optional[logging.Logger] = None, ): self.input_device = input_device self.transcriber = transcriber @@ -25,20 +22,17 @@ def __init__( self.synthesizer = synthesizer self.output_device = output_device self.maybe_play_initial_message() - self.logger = logger or logging.getLogger(__name__) def maybe_play_initial_message(self): if self.agent.initial_message: - self.output_device.send_audio( - self.synthesizer.synthesize(self.agent.initial_message) - ) + self.output_device.send_audio(self.synthesizer.synthesize(self.agent.initial_message)) def start_speech(self): self.input_device.start_listening() def end_speech_and_respond(self): human_input = self.transcriber.transcribe(self.input_device.end_listening()) - self.logger.info(f"Transcription: {human_input}") + logger.info(f"Transcription: {human_input}") agent_response = self.agent.respond(human_input) - self.logger.info(f"Agent response: {agent_response}") + logger.info(f"Agent response: {agent_response}") self.output_device.send_audio(self.synthesizer.synthesize(agent_response)) diff --git a/vocode/utils/sentry_utils.py b/vocode/utils/sentry_utils.py new file mode 100644 index 0000000000..74da6a1f5a --- /dev/null +++ b/vocode/utils/sentry_utils.py @@ -0,0 +1,233 @@ +import functools +from typing import TYPE_CHECKING, Any, Callable, Dict, Optional, Tuple + +import sentry_sdk +from loguru import logger +from sentry_sdk.tracing import Span, Transaction, _SpanRecorder + +from vocode import get_serialized_ctx_wrappers + +if TYPE_CHECKING: + from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer + +_SYNTHESIZER_NAMES = { + "AzureSynthesizer": "azure", + "ElevenLabsSynthesizer": "eleven_labs", + "ElevenLabsWSSynthesizer": "eleven_labs_ws", + "PlayHtSynthesizer": "play_ht", + "PlayHtSynthesizerV2": "play_ht_v2", + "RimeSynthesizer": "rime", +} + +_FILTERED_SPANS = {"middleware.starlette.receive", "middleware.starlette.send", "Queue.get"} + + +class CustomSentrySpans: + CONNECTED_TO_FIRST_SEND = "connected_to_first_send" + ENDPOINTING_LATENCY = "endpointing_latency" + FIRST_SEND_TO_FIRST_RECEIVE = "first_send_to_first_receive" + LANGUAGE_MODEL_TIME_TO_FIRST_TOKEN = "language_model_time_to_first_token" + LATENCY_OF_CONVERSATION = "latency_of_conversation" + LATENCY_OF_TRANSCRIPTION_START = "latency_of_transcription_start" + LLM_FIRST_SENTENCE_TOTAL = "llm_first_sentence_total" + START_TO_CONNECTION = "start_to_connection" + SYNTHESIS_GENERATE_FIRST_CHUNK = "synthesis_generate_first_chunk" + SYNTHESIS_TIME_TO_FIRST_TOKEN = "synthesis_time_to_first_token" + TIME_TO_FIRST_TOKEN = "time_to_first_token" + + SYNTHESIZER_SYNTHESIS_TOTAL = ".synthesis_total" + SYNTHESIZER_TIME_TO_FIRST_TOKEN = ".time_to_first_token" + SYNTHESIZER_CREATE_SPEECH = ".create_speech" + + @classmethod + def is_present(cls, value): + for attr in dir(cls): + if not attr.startswith("__"): + attr_value = getattr(cls, attr) + if isinstance(attr_value, str) and ( + attr_value == value or value.endswith(attr_value) + ): + return True + return False + + +class SentryConfiguredContextManager: + """ + A context manager that only executes a function if Sentry is configured. + + Attributes: + func (Callable): The function to be executed. + args (Tuple): The positional arguments to pass to the function. + kwargs (Dict): The keyword arguments to pass to the function. + result (Any): The result of the function execution. + """ + + def __init__(self, func: Callable, *args: Tuple, **kwargs: Dict) -> None: + """ + Constructs all the necessary attributes for the SentryConfiguredContextManager object. + + Args: + func (Callable): The function to be executed. + *args (Tuple): The positional arguments to pass to the function. + **kwargs (Dict): The keyword arguments to pass to the function. + """ + self.func = func + self.args = args + self.kwargs = kwargs + self.result: Optional[Any] = None + + @property + def is_configured(self) -> bool: + """ + Checks if Sentry is configured. + + Returns: + bool: True if Sentry is configured, False otherwise. + """ + client = sentry_sdk.Hub.current.client + if client is not None and client.options is not None and "dsn" in client.options: + return True + return False + + def __enter__(self) -> Optional[Any]: + """ + Executes the function if Sentry is configured. + + Returns: + Any: The result of the function execution, or None if Sentry is not configured. + """ + if self.is_configured: + self.result = self.func(*self.args, **self.kwargs) + return self.result + else: + return None + + def __exit__(self, exc_type: Any, exc_val: Any, exc_tb: Any) -> None: + """ + Defines the behavior when exiting the context. + + Args: + exc_type (Any): The type of the exception. + exc_val (Any): The value of the exception. + exc_tb (Any): The traceback of the exception. + """ + pass + + def __call__(self) -> Optional[Any]: + """ + Executes the function if Sentry is configured, and prints a message if it's not. + + Returns: + Any: The result of the function execution, or None if Sentry is not configured. + """ + if self.is_configured: + return self.func(*self.args, **self.kwargs) + else: + logger.debug("Sentry is not configured, skipping function execution.") + return None + + def execute(self) -> Optional[Any]: + """Executes the wrapped function immediately and returns its result.""" + return self() + + +def sentry_configured(func): + @functools.wraps(func) + def wrapper(*args, **kwargs): + context_manager = SentryConfiguredContextManager(func, *args, **kwargs) + if "with" not in func.__code__.co_names: + return context_manager.execute() + return context_manager + + return wrapper + + +def synthesizer_base_name_if_should_report_to_sentry( + synthesizer: "BaseSynthesizer", +) -> Optional[str]: + """Returns a synthesizer name if we should report metrics to Sentry for this + kind of synthesizer; else returns None. + """ + return f"synthesizer.{_SYNTHESIZER_NAMES.get(synthesizer.__class__.__qualname__)}" + + +@sentry_configured +def set_tags(span: Span) -> Span: + serialized_ctx_wrappers = get_serialized_ctx_wrappers() + for name, value in serialized_ctx_wrappers.items(): + span.set_tag(name, value) + if not span.description: + span.description = serialized_ctx_wrappers.get("conversation_id") or span.op + return span + + +@sentry_configured +def get_span_by_op(op_value): + transaction: Transaction = sentry_sdk.Hub.current.scope.transaction + if transaction is not None: + # Probably not great accessing an internal variable but transaction spans aren't + # exposed publicly so it is what it is. + span_matches = [ + span + for span in transaction._span_recorder.spans + if span.op == op_value and span.timestamp is None + ] + if span_matches: + most_recent_span = max( + span_matches, key=lambda span: span.start_timestamp, default=None + ) + if most_recent_span is not None: + return set_tags(most_recent_span) + else: + # If no span with the matching op was found + logger.error(f"No span found with op '{op_value}'.") + return None + else: + logger.debug("No active transaction found.") + return None + + +@sentry_configured +def complete_span_by_op(op_value): + span = get_span_by_op(op_value) + if span is None: + logger.error(f"No span found with op '{op_value}'.") + return None + span.finish() + + +@sentry_configured +def sentry_create_span(*args, sentry_callable: Callable, **kwargs) -> Span: + span = sentry_callable(*args, **kwargs) + + return set_tags(span) + + +class SpanRecorder(_SpanRecorder): + + def __init__(self, maxlen): + self.maxlen = 900 + self._auto_spans = [] + self._custom_spans = [] + self._low_prio_spans = [] + + def add(self, span: Span): + if span.op in _FILTERED_SPANS and span.description in _FILTERED_SPANS: + self._low_prio_spans.append(span) + else: + if CustomSentrySpans.is_present(span.op): + self._custom_spans.append(span) + else: + self._auto_spans.append(span) + + @property + def spans(self): + return (self._custom_spans + self._auto_spans + self._low_prio_spans)[: self.maxlen] + + +def init_span_recorder(self, maxlen: int): + if self._span_recorder is None: + self._span_recorder = SpanRecorder(maxlen) + + +Span.init_span_recorder = init_span_recorder # type: ignore diff --git a/vocode/utils/whisper_cpp/helpers.py b/vocode/utils/whisper_cpp/helpers.py index e99004448d..d3076f8112 100644 --- a/vocode/utils/whisper_cpp/helpers.py +++ b/vocode/utils/whisper_cpp/helpers.py @@ -1,6 +1,7 @@ import ctypes import re from typing import Tuple + import numpy as np from pydub import AudioSegment @@ -9,9 +10,9 @@ def transcribe(whisper, params, ctx, audio_segment: AudioSegment) -> Tuple[str, if len(audio_segment) <= 100: return "", 0.0 normalized = ( - np.frombuffer( - audio_segment.set_frame_rate(16000).raw_data, dtype=np.int16 - ).astype("float32") + np.frombuffer(audio_segment.set_frame_rate(16000).raw_data, dtype=np.int16).astype( + "float32" + ) / 32768.0 ) @@ -24,9 +25,7 @@ def transcribe(whisper, params, ctx, audio_segment: AudioSegment) -> Tuple[str, if result != 0: print("Error: {}".format(result)) exit(1) - text: str = whisper.whisper_full_get_segment_text(ctypes.c_void_p(ctx), 0).decode( - "utf-8" - ) + text: str = whisper.whisper_full_get_segment_text(ctypes.c_void_p(ctx), 0).decode("utf-8") # heuristic to filter out non-speech if not re.search(r"^\w.*", text.strip()): return "", 0.0 diff --git a/vocode/utils/whisper_cpp/whisper_params.py b/vocode/utils/whisper_cpp/whisper_params.py index 0777dbb58b..1b5e7e76c7 100644 --- a/vocode/utils/whisper_cpp/whisper_params.py +++ b/vocode/utils/whisper_cpp/whisper_params.py @@ -5,14 +5,13 @@ class WhisperFullParams(ctypes.Structure): _fields_ = [ ("strategy", ctypes.c_int), # - ("n_threads", ctypes.c_int), ("n_max_text_ctx", ctypes.c_int), + ("n_threads", ctypes.c_int), ("offset_ms", ctypes.c_int), ("duration_ms", ctypes.c_int), # ("translate", ctypes.c_bool), ("no_context", ctypes.c_bool), - ("no_timestamps", ctypes.c_bool), ("single_segment", ctypes.c_bool), ("print_special", ctypes.c_bool), ("print_progress", ctypes.c_bool), @@ -27,17 +26,13 @@ class WhisperFullParams(ctypes.Structure): ("max_tokens", ctypes.c_int), # ("speed_up", ctypes.c_bool), - ("debug_mode", ctypes.c_bool), ("audio_ctx", ctypes.c_int), # - ("tdrz_enable", ctypes.c_bool), - # ("initial_prompt", ctypes.c_char_p), ("prompt_tokens", ctypes.c_void_p), ("prompt_n_tokens", ctypes.c_int), # ("language", ctypes.c_char_p), - ("detect_language", ctypes.c_bool), # ("suppress_blank", ctypes.c_bool), ("suppress_non_speech_tokens", ctypes.c_bool), @@ -52,7 +47,7 @@ class WhisperFullParams(ctypes.Structure): ("no_speech_thold", ctypes.c_float), # ("greedy", ctypes.c_int * 1), - ("beam_search", ctypes.c_int * 2), + ("beam_search", ctypes.c_int * 3), # ("new_segment_callback", ctypes.c_void_p), ("new_segment_callback_user_data", ctypes.c_void_p), @@ -65,9 +60,4 @@ class WhisperFullParams(ctypes.Structure): # ("logits_filter_callback", ctypes.c_void_p), ("logits_filter_callback_user_data", ctypes.c_void_p), - # - ("grammar_rules", ctypes.POINTER(ctypes.c_void_p)), - ("n_grammar_rules", ctypes.c_size_t), - ("i_start_rule", ctypes.c_size_t), - ("grammar_penalty", ctypes.c_float), ] From 78f7b8f9271a96c98a951a494ab36660faa8e474 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 14 Jun 2024 16:17:34 -0700 Subject: [PATCH 075/148] [WIP] 0.1.112 docs (#556) * [docs sprint] Updates docs for using transcribers (#9) * [docs sprint] phrase trigger documentation (#16) * [docs sprint] update open source quickstarts (#15) * [docs sprint] Add Documentation on Using Vocode's Loguru Implementation (#19) * [docs sprint] Add Documentation on Using Vocode's Loguru Implementation * Remove Tracing --------- Co-authored-by: srhinos <6531393+srhinos@users.noreply.github.com> * [docs sprint] Updates docs for using synthesizers (#8) * [docs sprint] using synthesizers docs update * update docs for elevenlabs ws * Apply suggestions from code review Co-authored-by: Adnaan Sachidanandan --------- Co-authored-by: Adnaan Sachidanandan * [docs sprint] Updates docs for react quickstart (#10) * [docs sprint] Updates docs for react quickstart * PR feedback * [docs sprint] Adds docs for conversation mechanics and moves endpointing docs from transcribers (#11) * [docs sprint] Updates docs for using transcribers * Adds docs for conversation mechanics and moves endpointing docs from transcribers * Update docs/open-source/conversation-mechanics.md Co-authored-by: Adnaan Sachidanandan * use mdx * PR feedback --------- Co-authored-by: Adnaan Sachidanandan * updates docs for events manager (#7) * [docs sprint] python quickstart + working with phone calls (#27) * deprecate SpeakerOutput * remove play.ht default voice id * rename open source quickstarts page * remove building block reference * update python quickstart * extra steps to deprecate speakeroutput * finish telephony docs * fix some references + language in how-to-use-it * fix test * [docs sprint] Add Sentry Docs to OS (#20) * Add Sentry Docs to OS * Remove Tracing * update docs and fix integration * remove free --------- Co-authored-by: srhinos <6531393+srhinos@users.noreply.github.com> Co-authored-by: Ajay Raj * update README * make mark terminated sync instead of async (#28) * [docs sprint] Add Docs on Creating and Using External Actions (#18) Also updated example for action agents * rename sentry + move around docs order * update README paths to docs * more updates to README * [docs sprint] update agent and action docs and move legacy docs (#29) --------- Co-authored-by: Adnaan Sachidanandan Co-authored-by: Mac Wilkinson Co-authored-by: srhinos <6531393+srhinos@users.noreply.github.com> --- README.md | 97 ++++--- apps/telephony_app/speller_agent.py | 15 +- docs/images/sentry.png | Bin 0 -> 426450 bytes docs/mint.json | 33 ++- ...kstart.mdx => open-source-quickstarts.mdx} | 8 +- docs/open-source/action-agents.mdx | 96 ------- docs/open-source/action-phrase-triggers.mdx | 86 ++++++ docs/open-source/agent-factory.mdx | 25 +- docs/open-source/agents-with-actions.mdx | 209 ++++++++++++++ docs/open-source/conversation-mechanics.mdx | 53 ++++ docs/open-source/create-your-own-agent.mdx | 29 +- docs/open-source/events-manager.mdx | 103 +++---- docs/open-source/external-action.mdx | 263 ++++++++++++++++++ docs/open-source/how-to-use-it.mdx | 3 +- docs/open-source/language-support.mdx | 7 +- docs/open-source/logging-with-loguru.mdx | 73 +++++ docs/open-source/playground.mdx | 11 +- docs/open-source/python-quickstart.mdx | 91 +++--- docs/open-source/react-quickstart.mdx | 40 +-- docs/open-source/sentry.mdx | 135 +++++++++ docs/open-source/telephony.mdx | 33 ++- docs/open-source/tracing.mdx | 95 ------- docs/open-source/turn-based-conversation.mdx | 73 +++-- docs/open-source/using-synthesizers.mdx | 64 +++-- docs/open-source/using-transcribers.mdx | 13 +- docs/welcome.mdx | 6 +- .../streaming/synthesizer/synthesize.py | 5 +- quickstarts/streaming_conversation.py | 1 - tests/fakedata/conversation.py | 1 + vocode/__init__.py | 1 + vocode/helpers.py | 11 +- vocode/streaming/models/synthesizer.py | 7 +- .../output_device/blocking_speaker_output.py | 7 + .../streaming/output_device/speaker_output.py | 2 + .../output_device/vonage_output_device.py | 4 +- vocode/streaming/streaming_conversation.py | 8 +- .../telephony/server/router/calls.py | 38 +-- vocode/utils/sentry_utils.py | 21 +- 38 files changed, 1228 insertions(+), 539 deletions(-) create mode 100644 docs/images/sentry.png rename docs/{open-source-quickstart.mdx => open-source-quickstarts.mdx} (90%) delete mode 100644 docs/open-source/action-agents.mdx create mode 100644 docs/open-source/action-phrase-triggers.mdx create mode 100644 docs/open-source/agents-with-actions.mdx create mode 100644 docs/open-source/conversation-mechanics.mdx create mode 100644 docs/open-source/external-action.mdx create mode 100644 docs/open-source/logging-with-loguru.mdx create mode 100644 docs/open-source/sentry.mdx delete mode 100644 docs/open-source/tracing.mdx diff --git a/README.md b/README.md index a01434cdf4..c0faea62ae 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ [![Twitter](https://img.shields.io/twitter/url/https/twitter.com/vocodehq.svg?style=social&label=Follow%20%40vocodehq)](https://twitter.com/vocodehq) [![GitHub Repo stars](https://img.shields.io/github/stars/vocodedev/vocode-python?style=social)](https://github.com/vocodedev/vocode-python) [![Downloads](https://static.pepy.tech/badge/vocode/month)](https://pepy.tech/project/vocode) -[Community](https://discord.gg/NaU4mMgcnC) | [Docs](https://docs.vocode.dev) | [Dashboard](https://app.vocode.dev) +[Community](https://discord.gg/NaU4mMgcnC) | [Docs](https://docs.vocode.dev/open-source) | [Dashboard](https://app.vocode.dev) @@ -19,11 +19,11 @@ We're actively looking for community maintainers, so please reach out if interes # ⭐️ Features -- 🗣 [Spin up a conversation with your system audio](https://docs.vocode.dev/python-quickstart) -- ➡️ 📞 [Set up a phone number that responds with a LLM-based agent](https://docs.vocode.dev/telephony#inbound-calls) -- 📞 ➡️ [Send out phone calls from your phone number managed by an LLM-based agent](https://docs.vocode.dev/telephony#outbound-calls) -- 🧑‍💻 [Dial into a Zoom call](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/telephony/hosted/zoom_dial_in.py) -- 🤖 [Use an outbound call to a real phone number in a Langchain agent](https://docs.vocode.dev/langchain-agent) +- 🗣 [Spin up a conversation with your system audio](https://docs.vocode.dev/open-source/python-quickstart) +- ➡️ 📞 [Set up a phone number that responds with a LLM-based agent](https://docs.vocode.dev/open-source/telephony#inbound-calls) +- 📞 ➡️ [Send out phone calls from your phone number managed by an LLM-based agent](https://docs.vocode.dev/telephony/open-source/#outbound-calls) +- 🧑‍💻 [Dial into a Zoom call](https://github.com/vocodedev/vocode-core/blob/53b01dab0b59f71961ee83dbcaf3653a6935c2e3/vocode/streaming/telephony/conversation/zoom_dial_in.py) +- 🤖 [Use an outbound call to a real phone number in a Langchain agent](https://docs.vocode.dev/open-source/langchain-agent) - Out of the box integrations with: - Transcription services, including: - [AssemblyAI](https://www.assemblyai.com/) @@ -34,19 +34,16 @@ We're actively looking for community maintainers, so please reach out if interes - [RevAI](https://www.rev.ai/) - [Whisper](https://openai.com/blog/introducing-chatgpt-and-whisper-apis) - [Whisper.cpp](https://github.com/ggerganov/whisper.cpp) - - LLMs, including: - - [ChatGPT](https://openai.com/blog/chatgpt) - - [GPT-4](https://platform.openai.com/docs/models/gpt-4) + - [OpenAI](https://platform.openai.com/docs/models) - [Anthropic](https://www.anthropic.com/) - - [GPT4All](https://github.com/nomic-ai/gpt4all) - Synthesis services, including: - [Rime.ai](https://rime.ai) - [Microsoft Azure](https://azure.microsoft.com/en-us/products/cognitive-services/text-to-speech/) - [Google Cloud](https://cloud.google.com/text-to-speech) - [Play.ht](https://play.ht) - [Eleven Labs](https://elevenlabs.io/) - - [Coqui](https://coqui.ai/) + - [Cartesia](https://cartesia.ai/) - [Coqui (OSS)](https://github.com/coqui-ai/TTS) - [gTTS](https://gtts.readthedocs.io/) - [StreamElements](https://streamelements.com/) @@ -59,9 +56,9 @@ Check out our React SDK [here](https://github.com/vocodedev/vocode-react-sdk)! We're an open source project and are extremely open to contributors adding new features, integrations, and documentation! Please don't hesitate to reach out and get started building with us. -For more information on contributing, see our [Contribution Guide](https://github.com/vocodedev/vocode-python/blob/main/contributing.md). +For more information on contributing, see our [Contribution Guide](https://github.com/vocodedev/vocode-core/blob/main/contributing.md). -And check out our [Roadmap](https://github.com/vocodedev/vocode-python/blob/main/roadmap.md). +And check out our [Roadmap](https://github.com/vocodedev/vocode-core/blob/main/roadmap.md). We'd love to talk to you on [Discord](https://discord.gg/NaU4mMgcnC) about new ideas and contributing! @@ -73,31 +70,48 @@ pip install 'vocode' ```python import asyncio -import logging import signal -from vocode.streaming.streaming_conversation import StreamingConversation + +from pydantic_settings import BaseSettings, SettingsConfigDict + from vocode.helpers import create_streaming_microphone_input_and_speaker_output -from vocode.streaming.transcriber import * -from vocode.streaming.agent import * -from vocode.streaming.synthesizer import * -from vocode.streaming.models.transcriber import * -from vocode.streaming.models.agent import * -from vocode.streaming.models.synthesizer import * +from vocode.logging import configure_pretty_logging +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.models.agent import ChatGPTAgentConfig from vocode.streaming.models.message import BaseMessage -import vocode - -# these can also be set as environment variables -vocode.setenv( - OPENAI_API_KEY="", - DEEPGRAM_API_KEY="", - AZURE_SPEECH_KEY="", - AZURE_SPEECH_REGION="", +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.models.transcriber import ( + DeepgramTranscriberConfig, + PunctuationEndpointingConfig, ) +from vocode.streaming.streaming_conversation import StreamingConversation +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer +from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber +configure_pretty_logging() -logging.basicConfig() -logger = logging.getLogger(__name__) -logger.setLevel(logging.DEBUG) + +class Settings(BaseSettings): + """ + Settings for the streaming conversation quickstart. + These parameters can be configured with environment variables. + """ + + openai_api_key: str = "ENTER_YOUR_OPENAI_API_KEY_HERE" + azure_speech_key: str = "ENTER_YOUR_AZURE_KEY_HERE" + deepgram_api_key: str = "ENTER_YOUR_DEEPGRAM_API_KEY_HERE" + + azure_speech_region: str = "eastus" + + # This means a .env file can be used to overload these settings + # ex: "OPENAI_API_KEY=my_key" will set openai_api_key over the default above + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + ) + + +settings = Settings() async def main(): @@ -106,8 +120,6 @@ async def main(): speaker_output, ) = create_streaming_microphone_input_and_speaker_output( use_default_devices=False, - logger=logger, - use_blocking_speaker_output=True ) conversation = StreamingConversation( @@ -116,24 +128,25 @@ async def main(): DeepgramTranscriberConfig.from_input_device( microphone_input, endpointing_config=PunctuationEndpointingConfig(), - ) + api_key=settings.deepgram_api_key, + ), ), agent=ChatGPTAgent( ChatGPTAgentConfig( + openai_api_key=settings.openai_api_key, initial_message=BaseMessage(text="What up"), prompt_preamble="""The AI is having a pleasant conversation about life""", ) ), synthesizer=AzureSynthesizer( - AzureSynthesizerConfig.from_output_device(speaker_output) + AzureSynthesizerConfig.from_output_device(speaker_output), + azure_speech_key=settings.azure_speech_key, + azure_speech_region=settings.azure_speech_region, ), - logger=logger, ) await conversation.start() print("Conversation started, press Ctrl+C to end") - signal.signal( - signal.SIGINT, lambda _0, _1: asyncio.create_task(conversation.terminate()) - ) + signal.signal(signal.SIGINT, lambda _0, _1: asyncio.create_task(conversation.terminate())) while conversation.is_active(): chunk = await microphone_input.get_audio() conversation.receive_audio(chunk) @@ -145,8 +158,8 @@ if __name__ == "__main__": # 📞 Phone call quickstarts -- [Telephony Server - Self-hosted](https://docs.vocode.dev/telephony) +- [Telephony Server - Self-hosted](https://docs.vocode.dev/open-source/telephony) # 🌱 Documentation -[docs.vocode.dev](https://docs.vocode.dev/) +[docs.vocode.dev](https://docs.vocode.dev/open-source) diff --git a/apps/telephony_app/speller_agent.py b/apps/telephony_app/speller_agent.py index 43ed0ce732..fc4f441aa2 100644 --- a/apps/telephony_app/speller_agent.py +++ b/apps/telephony_app/speller_agent.py @@ -1,4 +1,3 @@ -import typing from typing import Optional, Tuple from vocode.streaming.agent.abstract_factory import AbstractAgentFactory @@ -65,16 +64,10 @@ def create_agent(self, agent_config: AgentConfig) -> BaseAgent: Exception: If the agent configuration type is not recognized. """ # If the agent configuration type is CHAT_GPT, create a ChatGPTAgent. - if agent_config.type == AgentType.CHAT_GPT: - return ChatGPTAgent( - # Cast the agent configuration to ChatGPTAgentConfig as we are sure about the type here. - agent_config=typing.cast(ChatGPTAgentConfig, agent_config) - ) + if isinstance(agent_config, ChatGPTAgentConfig): + return ChatGPTAgent(agent_config=agent_config) # If the agent configuration type is agent_speller, create a SpellerAgent. - elif agent_config.type == "agent_speller": - return SpellerAgent( - # Cast the agent configuration to SpellerAgentConfig as we are sure about the type here. - agent_config=typing.cast(SpellerAgentConfig, agent_config) - ) + elif isinstance(agent_config, SpellerAgentConfig): + return SpellerAgent(agent_config=agent_config) # If the agent configuration type is not recognized, raise an exception. raise Exception("Invalid agent config") diff --git a/docs/images/sentry.png b/docs/images/sentry.png new file mode 100644 index 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These actions can encompass various activities like writing an email, -scheduling an appointment, and so forth. They are implemented as classes derived from the `BaseAction` class. - -The `BaseAction` class is defined as follows: - -```python -class BaseAction(Generic[ActionOutputType]): - def run(self, params: str) -> ActionOutputType: - raise NotImplementedError -``` - -Every action class derived from BaseAction must implement the run method, which is called to execute the action. -Importantly, each action class should include a docstring for this method that explains the expected parameters. -This docstring is critical as it provides the information that the AI will consume in its prompt when instructing the execution of the action. - -## Agent Actions - -The agent is responsible for managing and executing actions within a conversation. The agent consumes a configuration object at instantiation, -which specifies the actions that the agent can perform. - -The agent configuration lists the actions available to the agent: - -```python -class AgentConfig(AgentConfig, type=AgentType.Base.value): - actions: List[ActionType] - # ... -``` - -## `ActionsWorker`: how actions are executed and consumed - -The `ActionsWorker` class plays a crucial role in the async processing of actions within the system. It's a specialized form of the `InterruptibleWorker` class, -designed to handle the execution of actions and passing results back to the agent. - -The `ActionsWorker` is initialized with an input queue and an output queue. It uses an `ActionFactory` instance to create and execute actions based on the inputs it receives. - -The flow of actions is as follows: - -1. Agent sends action requests to the `ActionsWorker` through the worker's input queue. -2. `ActionsWorker` reads the action request from the input queue. It then creates an instance of the appropriate action using the `ActionFactory`, and executes it using the provided parameters. -3. The executed action returns an `ActionOutput` object which encapsulates the result of the action. -4. `ActionsWorker` creates an `ActionResultAgentInput` from the `ActionOutput`, and puts it in its output queue. -5. The agent then consumes the `ActionResultAgentInput` from the queue in its process method. This - result is added to the transcript of the conversation, and can influence the behavior of the agent in subsequent interactions. - -### Implementing your own action: Nylas email example - -In this section, we provide an example of an action, `NylasSendEmail`, which extends the `BaseAction` class. It implements the run method to send an email using the Nylas API. - -```python -class NylasSendEmail(BaseAction[NylasSendEmailActionOutput]): - def run(self, params: str) -> NylasSendEmailActionOutput: - """Sends an email using Nylas API. - The input to this action is a pipe separated list of the recipient email, email body, optional subject. But always include - the pipe character even if the subject or message IDs are not included and just leave it blank. - The subject should only be included if it is a new email thread. - If there is no message id, the email will be sent as a new email. Otherwise, it will be sent as a reply to the given message. Make sure to include the previous message_id - if you are replying to an email. - - For example, `recipient@example.com|Hello, this is the email body.|this is the subject` would send an email to recipient@example.com with the provided body and subject. - """ - recipient_email, email_body, email_subject = params.split("|") - - from nylas import APIClient - - # Initialize the Nylas client - nylas = APIClient( - client_id=os.getenv("NYLAS_CLIENT_ID"), - client_secret=os.getenv("NYLAS_CLIENT_SECRET"), - access_token=os.getenv("NYLAS_ACCESS_TOKEN"), - ) - - # Create the email draft - draft = nylas.drafts.create() - draft.body = email_body - - draft.subject = ( - email_subject.strip() if email_subject.strip() else "Email from Vocode" - ) - draft.to = [{"email": recipient_email.strip()}] - - # Send the email - draft.send() - - return NylasSendEmailActionOutput(response=json.dumps({"success": True})) -``` - -See [Agent Factory](/open-source/agent-factory) for more information on how to register your action with the agent factory. diff --git a/docs/open-source/action-phrase-triggers.mdx b/docs/open-source/action-phrase-triggers.mdx new file mode 100644 index 0000000000..e7a8dc2c51 --- /dev/null +++ b/docs/open-source/action-phrase-triggers.mdx @@ -0,0 +1,86 @@ +--- +title: 'Action Triggers' +description: 'Activate actions with function calls or specific phrases' +--- +## What are function calls? +[Function calls](https://platform.openai.com/docs/guides/function-calling) allow modern Large Language Models (LLMs) like ChatGPT to perform tasks outside of text generation. +For example, if I create a math assistant with ChatGPT, I might make a "multiply" function that ChatGPT can call to multiply two numbers together. + +If you add an action to a vocode agent, its corresponding function calling schema is added to each ChatGPT query. If the function call is outputted by ChatGPT, the corresponding action is triggered automatically. + +***Note:*** *In vocode agents, ChatGPT can return a text response alongside a function call. In this scenario, the text is synthesized and played first, then the action is run.* + +## What are phrase triggers? + +Phrase triggers are text phrases that activate an action when produced by an agent. Phrase triggers are useful in production use-cases where consistency and reliability are important, since text outputs are easier to control in comparison to function calls. + +## Configuring action triggers +Each vocode action config contains an `action_trigger` field to specify how the action is triggered. The default trigger is function calling. The examples below demonstrate how to set action triggers for an `EndConversation` action config: + +**Function calls:** +```python +from vocode.streaming.action.end_conversation import EndConversationVocodeActionConfig +from vocode.streaming.models.actions import FunctionCallActionTrigger + +EndConversationVocodeActionConfig( + type="action_end_conversation", + action_trigger=FunctionCallActionTrigger( + type="action_trigger_function_call" + ) +) +``` +***Note:*** *You can also leave `action_trigger` field empty and vocode will default to function calls.* + +**Phrase triggers:** + +```python +from vocode.streaming.action.end_conversation import EndConversationVocodeActionConfig +from vocode.streaming.models.actions import PhraseBasedActionTrigger, PhraseBasedActionTriggerConfig, PhraseTrigger + +EndConversationVocodeActionConfig( + type="action_end_conversation", + action_trigger=PhraseBasedActionTrigger( + type = "action_trigger_phrase_based", + config: PhraseBasedActionTriggerConfig( + phrase_triggers = [ + PhraseTrigger( + phrase="Ending conversation now", + condition="phrase_condition_type_contains" + ), + # Additional phrase triggers can be listed here + ] + ) + ) +) +``` +For the code above, if the agent says 'Ending conversation now', the end conversation action will automatically be taken. +You can add multiple phrase triggers for an action by passing a list of `PhraseTrigger` instances. + +The `phrase_condition_type_contains` condition configures the agent to run the action if its output *contains* the phrase. So, the action will also be run if the agent +says 'I am ending conversation now'. + +## Example Scenario + +Let's assume we have an action called `TurnOnLight` that turns on your bedroom light when activated. Take the following conversation: +```plaintext +Human: Hello +AI: How can I assist you today? +Human: Please turn on the lights. +``` + +If the action is triggered via a function call, the bot may respond with: +```plaintext +AI: Sure! +BOT_ACTION_START: Running `action_turn_on_light` +``` +or it may run the action without saying anything. + +If we use a phrase trigger instead, we may do the following: +1. In our prompt, write "If the human asks to turn on the lights, say 'I will turn on the lights now' verbatim" +2. Configure `TurnOnLight` with "I will turn on the lights now" as its phrase trigger + +Then, the bot will respond with: +``` +AI: I will turn on the lights now. +BOT_ACTION_START: Running `action_turn_on_light` +``` \ No newline at end of file diff --git a/docs/open-source/agent-factory.mdx b/docs/open-source/agent-factory.mdx index 7b0c25d7c5..58b17af184 100644 --- a/docs/open-source/agent-factory.mdx +++ b/docs/open-source/agent-factory.mdx @@ -5,18 +5,18 @@ description: 'How to link a custom agent to your app' # Agent Factories -Agent factories specify which agents are available to your app. In order to connect an agent to your app, you must first define an agent factory. To do so, subclass the [`AgentFactory`](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/agent/factory.py) class to specify how agents are created. Here you can import and use your own custom agents. +Agent factories specify which agents are available to your app. In order to connect an agent to your app, you must first define an agent factory. To do so, subclass the [`AbstractAgentFactory`](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/agent/abstract_factory.py) class to specify how agents are created. Here you can import and use your own custom agents. ## Example -First define your `AgentFactory`: +First define your `AgentFactory`. In this example, we are creating a factory for a new type of agent called MyActionAgent: ```python -from vocode.streaming.agent.factory import AgentFactory +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.action.my_action_factory import MyActionFactory -class MyAgentFactory(AgentFactory): - def __init__(self, agent_config: AgentConfig, action_factory: MyActionFactory): - self.agent_config = agent_config +class MyAgentFactory(AbstractAgentFactory): + def __init__(self, action_factory: MyActionFactory): self.action_factory = action_factory def create_agent( @@ -24,19 +24,24 @@ class MyAgentFactory(AgentFactory): ) -> BaseAgent: if agent_config.type == "MY_ACTION": return MyActionAgent( - agent_config=typing.cast(ActionAgentConfig, self.agent_config), + agent_config=agent_config, action_factory=self.action_factory ) - raise Exception("Invalid agent config") + elif agent_config.type == "other_agent_type": + ... + else: + raise Exception("Invalid agent config") ``` Then, in your app, you can connect the agent to the app: ```python +from vocode.streaming.telephony.server.base import TelephonyServer +from vocode.streaming.agent.my_agent_factory import MyAgentFactory +from vocode.streaming.action.my_action_factory import MyActionFactory telephony_server = TelephonyServer( - agent_factory=MyAgentFactory( - agent_config=agent_config, action_factory=action_factory), + agent_factory=MyAgentFactory(action_factory=MyActionFactory()) ... ) ``` diff --git a/docs/open-source/agents-with-actions.mdx b/docs/open-source/agents-with-actions.mdx new file mode 100644 index 0000000000..9bd04bbdef --- /dev/null +++ b/docs/open-source/agents-with-actions.mdx @@ -0,0 +1,209 @@ +--- +title: 'Agents with Actions' +description: 'Empower agents to take actions during conversations.' +--- + +## Note: Support for actions is currently limited to `ChatGPTAgent`. + +## What are actions? + +Actions refer to specific tools an agent can execute during the conversation. These actions can encompass various activities like writing an email, +scheduling an appointment, and so forth. They are implemented as classes derived from the `BaseAction` class. + +The `BaseAction` class has the following key structure: + +```python +class BaseAction(Generic[ActionConfigType, ParametersType, ResponseType]): + def __init__( + self, + action_config: ActionConfigType, + should_respond: Literal["always", "sometimes", "never"] = "never", + quiet: bool = False, + is_interruptible: bool = True, + **kwargs, + ): + self.action_config = action_config + self.should_respond = should_respond + self.quiet = quiet + self.is_interruptible = is_interruptible + + async def run(self, action_input: ActionInput[ParametersType]) -> ActionOutput[ResponseType]: + raise NotImplementedError +``` + +Every action class derived from BaseAction must implement the run method, which is called to execute the action. +Importantly, each action class should include a docstring for this method that explains the expected parameters, a config that can be used to create the action, and a response class. +- This docstring is critical as it provides the information that the AI will consume in its prompt when instructing the execution of the action. +- The config contains all the parameters needed to customize your action. +- The response object is returned to the agent upon action completion and encodes its output, as well as if it was a success or failure. + +## How Agents use Actions + +The agent is responsible for managing and executing actions within a conversation. The agent consumes a configuration object at instantiation, +which specifies the actions that the agent can perform. + +The agent configuration lists the actions available to the agent: + +```python +class AgentConfig(AgentConfig, type=AgentType.Base.value): + actions: Optional[List[ActionConfig]] + # ... +``` + +### `ActionsWorker`: how actions are executed and consumed + +The `ActionsWorker` class plays a crucial role in the async processing of actions within the system. It's a specialized form of the `InterruptibleWorker` class, +designed to handle the execution of actions and passing results back to the agent. + +The `ActionsWorker` is initialized with an input queue and an output queue. It uses an `ActionFactory` instance to create and execute actions based on the inputs it receives. + +The flow of actions is as follows: + +1. Agent sends action requests to the `ActionsWorker` through the worker's input queue. +2. `ActionsWorker` reads the action request from the input queue. It then creates an instance of the appropriate action using the `ActionFactory`, and executes it using the provided parameters. +3. The executed action returns an `ActionOutput` object which encapsulates the result of the action. +4. `ActionsWorker` creates an `ActionResultAgentInput` from the `ActionOutput`, and puts it in its output queue. +5. The agent then consumes the `ActionResultAgentInput` from the queue in its process method. This + result is added to the transcript of the conversation, and can influence the behavior of the agent in subsequent interactions. + +## Implementing your own action: Nylas email example + +In this section, we provide an example of an action, `NylasSendEmail`, which extends the `BaseAction` class. It implements the run method to send an email using the Nylas API. +We will also show how to add this action to an agent and use it in a conversation. + +### Creating the Action +```python +import os +from typing import Optional, Type + +from pydantic import Field +from pydantic.v1 import BaseModel + +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.models.actions import ActionConfig as VocodeActionConfig +from vocode.streaming.models.actions import ActionInput, ActionOutput + + +_NYLAS_ACTION_DESCRIPTION = """Sends an email using Nylas API. +The input to this action is the recipient emails, email body, optional subject. +The subject should only be included if it is a new email thread. +If there is no message id, the email will be sent as a new email. Otherwise, it will be sent as a reply to the given message. Make sure to include the previous message_id +if you are replying to an email. +""" + + +class NylasSendEmailParameters(BaseModel): + email: str = Field(..., description="The email address to send the email to.") + subject: Optional[str] = Field(None, description="The subject of the email.") + body: str = Field(..., description="The body of the email.") + + +class NylasSendEmailResponse(BaseModel): + success: bool + + +class NylasSendEmailVocodeActionConfig( + VocodeActionConfig, type="action_nylas_send_email" # type: ignore +): + pass + +class NylasSendEmail( + BaseAction[ + NylasSendEmailVocodeActionConfig, + NylasSendEmailParameters, + NylasSendEmailResponse, + ] + ): + description: str = _NYLAS_ACTION_DESCRIPTION + parameters_type: Type[NylasSendEmailParameters] = NylasSendEmailParameters + response_type: Type[NylasSendEmailResponse] = NylasSendEmailResponse + + def __init__( + self, + action_config: NylasSendEmailVocodeActionConfig, + ): + super().__init__( + action_config, + quiet=True, + is_interruptible=True, + ) + + async def _end_of_run_hook(self) -> None: + """This method is called at the end of the run method. It is optional but intended to be + overridden if needed.""" + print("Successfully sent email!") + + async def run( + self, action_input: ActionInput[NylasSendEmailParameters] + ) -> ActionOutput[NylasSendEmailResponse]: + from nylas import APIClient + + # Initialize the Nylas client + nylas = APIClient( + client_id=os.getenv("NYLAS_CLIENT_ID"), + client_secret=os.getenv("NYLAS_CLIENT_SECRET"), + access_token=os.getenv("NYLAS_ACCESS_TOKEN"), + ) + + # Create the email draft + draft = nylas.drafts.create() + draft.body = action_input.params.body + + draft.subject = ( + action_input.params.subject.strip() if action_input.params.subject else "Email from Vocode" + ) + draft.to = [{"email": action_input.params.email.strip()}] + + # Send the email + draft.send() + + await self._end_of_run_hook() + return ActionOutput( + action_type=action_input.action_config.type, + response=NylasSendEmailResponse(success=True), + ) + +``` +We define a structured set of parameters that the LLM will fill, a response structure that the agent can ingest and use as context for the rest of the conversation, and an action +config that crucially contains the `action_type` (but doesn't have any other specific parameters). We also add an `_end_of_run_hook()`, which we customized to log that the action successfully completed. + + +### Making a custom `ActionFactory` +To use our new action with an agent in a conversation, we will need to create an `ActionFactory` that can produce instances of the action. + + +We will store the code above in `nylas_send_email.py` and make a factory that can create this action for an agent: + +```python +from typing import Dict, Sequence, Type + +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.action.base_action import BaseAction +from vocode.streaming.action.nylas_send_email import NylasSendEmail +from vocode.streaming.models.actions import ActionConfig + +class MyCustomActionFactory(AbstractActionFactory): + def create_action(self, action_config: ActionConfig): + if action_config.type == "action_nylas_send_email": + return NylasSendEmail(action_config) + else: + raise Exception("Action type not supported by Agent config.") +``` + +### Using your action and action factory in an agent + +Now you can use your action in any conversation by adding the action config to an agent config. For example in a ChatGPTAgentConfig, + +```python +action_config = ChatGPTAgentConfig( + ... + actions = [ + NylasSendEmailVocodeActionConfig( + type = "action_nylas_send_email" + ) + ] +) +``` + +When you pass in your new action factory [created above](#making-a-custom-actionfactory), any agent factory can use this config to generate an agent for conversations. +See [Agent Factory](/open-source/agent-factory) for more information on how to use your action factory in an agent factory, as well as how to plug it into a telephony server. diff --git a/docs/open-source/conversation-mechanics.mdx b/docs/open-source/conversation-mechanics.mdx new file mode 100644 index 0000000000..513eef5039 --- /dev/null +++ b/docs/open-source/conversation-mechanics.mdx @@ -0,0 +1,53 @@ +--- +title: "Conversation Mechanics" +description: "How to tune the responsiveness in Vocode conversations" +--- + +Building two-way conversations with an AI is a highly use-case specific task - how realistic the conversation is depends greatly on the nature of the conversation itself. In this guide, we'll cover some of the dials you can turn to configure the mechanics of a conversation in Vocode. + +# Endpointing + +Endpointing is the process of understanding when someone has finished speaking. The `EndpointingConfig` controls how this is done. There are a couple of different ways to configure endpointing: + +We provide `DeepgramEndpointingConfig()` which has some reasonable defaults and knobs to suit most use-cases (but only works with the Deepgram transcriber). + +``` +class DeepgramEndpointingConfig(EndpointingConfig, type="deepgram"): # type: ignore + vad_threshold_ms: int = 500 + utterance_cutoff_ms: int = 1000 + time_silent_config: Optional[TimeSilentConfig] = Field(default_factory=TimeSilentConfig) + use_single_utterance_endpointing_for_first_utterance: bool = False +``` + +- `vad_threshold_ms`: translates to [Deepgram's `endpointing` feature](https://developers.deepgram.com/docs/endpointing#enable-feature) +- `utterance_cutoff_ms`: uses [Deepgram's Utterance End features](https://developers.deepgram.com/docs/utterance-end) +- `time_silent_config`: is a Vocode specific parameter that marks an utterance final if we haven't seen any new words in X seconds +- `use_single_utterance_endpointing_for_first_utterance`: Uses `is_final` instead of `speech_final` for endpointing for the first utterance (works really well for outbound conversations, where the user's first utterance is something like "Hello?") - see [this doc on Deepgram](https://developers.deepgram.com/docs/understand-endpointing-interim-results) for more info. + +Endpointing is highly use-case specific - building a realistic experience for this greatly depends on the person speaking to the AI. Here are few paradigms that we've used to help you along the way: + +- Time-based endpointing: This method considers the speaker to be finished when there is a certain duration of silence. +- Punctuation-based endpointing: This method considers the speaker to be finished when there is a certain duration of silence after a punctuation mark. + +# Interruptions + +When the AI speaks in a `StreamingConversation`, it can be interrupted by the user. `AgentConfig` itself provides a parameter called `interrupt_sensitivity` that can be used to control how sensitive the AI is to interruptions. Interrupt sensitivity has two options: low (default) and high. Low sensitivity makes the bot ignore backchannels (e.g. “sure”, “uh-huh”) while the bot is speaking. High sensitivity makes the agent treat any word from the human as an interruption. + +The implementation of this configuration is in `StreamingConversation.TranscriptionsWorker` - in order to make this work well, you may need to fork Vocode and override this behavior, but it provides a good starting place for most use-cases. + +Stay tuned, more dials to come here soon! + +# Conversation Speed + +`StreamingConversation` also exposes a parameter called `conversation_speed`, which controls the length of endpointing pauses, i.e. how long the bot will wait before responding to the human. This includes normal utterances from the human as well as interruptions. + +The amount of time the bot waits inversely scales with the `conversation_speed` value. So a bot with `conversation_speed` of 2 responds in half the time compared to a `conversation_speed` of 1. Likewise a `conversation_speed` of 0.5 means the bot takes twice as long to respond. + +```python +conversation = StreamingConversation( + speed_coefficient=2 + ... +) +``` + +Based on the speed of the user's speech (we calculate the WPM from each final utterance that goes through the pipeline), the `speed_coefficient` updates throughout the course of the conversation - see `vocode.streaming.utils.speed_manager` to see this implementation! diff --git a/docs/open-source/create-your-own-agent.mdx b/docs/open-source/create-your-own-agent.mdx index e9d583ee01..f4df445f6a 100644 --- a/docs/open-source/create-your-own-agent.mdx +++ b/docs/open-source/create-your-own-agent.mdx @@ -3,15 +3,36 @@ title: "Create your own AI Agent" description: "How to create a custom Agent for your use case." --- -You can subclass a [`RespondAgent`](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/agent/base_agent.py#L140) to create a simple agent that can be passed into [`StreamingConversation`](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/streaming_conversation.py) has the following interface: +You can subclass a [`RespondAgent`](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/agent/base_agent.py#L140) to create a simple agent that can be passed into [`StreamingConversation`](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/streaming_conversation.py). +To do so, you must create an agent type, create an agent config, and then create your agent subclass. In the examples below, we will create an agent that responds with the same message no matter what is said to it, called `BrokenRecordAgent`. -Here's one that responds with the same message no matter what is said to it: +### Agent type +Each agent has a unique agent type string that is checked in various parts of Vocode, most notably in the factories that create agents. So, you must create a new type for your custom agent. See the `AgentType` enum in `vocode/streaming/models/agent.py` for examples. +For our `BrokenRecordAgent`, we will use "agent_broken_record" as our type. +### Agent config +Your agent must have a corresponding agent config that is a subclass of `AgentConfig` and is ([JSON-serializable](https://docs.pydantic.dev/latest/concepts/serialization/#modelmodel_dump_json)). Serialization is automatically handled by [Pydantic](https://docs.pydantic.dev/latest/). + +The agent config should only contain the information you need to deterministically create the same agent each time. This means with the same parameters in your config, the corresponding agent should have the same behavior each time you create it. + +For our `BrokenRecordAgent`, we create a config like: ```python +from vocode.streaming.models.agent import AgentConfig + class BrokenRecordAgentConfig(AgentConfig, type="agent_broken_record"): - message: str + message: str # The message we will always return +``` +### Custom Agent +Now, you can create your custom agent subclass of `RespondAgent`. In your class header, pass in `RespondAgent` with a your agent type as a type hint. This should look like `RespondAgent[Your_Agent_Type]`. +Each agent should override the `generate_response()` async method to support streaming and `respond()` method to support turn-based conversations. +> If you want to only support turn-based conversations, you do not have to overwrite `generate_response()` but you MUST set `generate_response=False` in your agent config (see `ChatVertexAIAgentConfig` in `vocode/streaming/models/agent.py` for an example). Otherwise, you must ALWAYS implement the `generate_response()` async method. + +The `generate_response()` method returns an `AsyncGenerator` of tuples containing each message/sentence and a boolean for whether that message can be interrupted by the human speaking. You can automatically create this generator by yielding instead of returning (see example below). + +We will now define our `BrokenRecordAgent`. Since we simply return the same message each time, we can return and yield that message in `respond()` and `generate_response()`, respectively: +```python class BrokenRecordAgent(RespondAgent[BrokenRecordAgentConfig]): # is_interrupt is True when the human has just interrupted the bot's last response @@ -27,4 +48,4 @@ class BrokenRecordAgent(RespondAgent[BrokenRecordAgentConfig]): yield self.agent_config.message, False ``` -See [our other agent implementations](https://github.com/vocodedev/vocode-python/tree/main/vocode/streaming/agent) for more guidance! +See [our other agent implementations](https://github.com/vocodedev/vocode-python/tree/main/vocode/streaming/agent) for more examples! diff --git a/docs/open-source/events-manager.mdx b/docs/open-source/events-manager.mdx index d947e9848c..b7558cb0ba 100644 --- a/docs/open-source/events-manager.mdx +++ b/docs/open-source/events-manager.mdx @@ -5,87 +5,60 @@ description: "How events are emitted and consumed." ## What is the Events Manager -The Events Manager is a class designed to facilitate asynchronous handling of events in the application. It allows for non-blocking actions on events, such as processing transcripts, managing phone calls, and other tasks. The main components of the Events Manager are the `EventsManager` class and several `Event` subclasses representing various event types. +The Events Manager consumes realtime events during conversations - it provides a framework to consume and take action on these events asychronously. -## EventsManager Class - -The `EventsManager` class is responsible for managing the event queue and handling events asynchronously. The class provides methods for publishing events, starting the event loop, handling events, and ending the event loop. - -### Initialization +## Current Event Types -```python -def __init__(self, subscriptions: List[EventType] = []): - self.queue = asyncio.Queue() - self.subscriptions = set(subscriptions) - self.active = False -``` +The current event types include: -The `EventsManager` constructor accepts an optional list of `EventType` subscriptions. By default, it initializes an empty set of subscriptions, an asynchronous queue, and sets the `active` attribute to `False`. +1. `TRANSCRIPT`: Indicates a partial transcript for the conversation has been received. +2. `TRANSCRIPT_COMPLETE`: Indicates the transcript is complete (ie conversation has ended). +3. `ACTION`: Indicates that a Vocode action has begun or completed. +4. `PHONE_CALL_CONNECTED`: Indicates a phone call has been connected (only gets sent during `PhoneConversation`s) +5. `PHONE_CALL_ENDED`: Indicates a phone call has ended. -### Publishing Events +## Usage -```python -def publish_event(self, event: Event): - if event.type in self.subscriptions: - self.queue.put_nowait(event) -``` +Using the events manager to take particular action when events fire requires that you subclass `vocode.streaming.utils.EventsManager` and override the `handle_event` method. -The `publish_event` method takes an `Event` object as input and adds it to the queue if its type is in the set of subscribed event types. +You can also configure which events your `EventsManager` is subscribed to by using the `subscriptions` property (see example). -### Starting the Event Loop +### Example ```python -async def start(self): - self.active = True - while self.active: - try: - event: Event = await self.queue.get() - except asyncio.QueueEmpty: - await asyncio.sleep(1) - self.handle_event(event) -``` +from vocode.streaming.models.events import Event, EventType -## Current Event Types +from vocode.streaming.models.events import Event, EventType +from vocode.streaming.models.transcript import TranscriptCompleteEvent +from vocode.streaming.utils.events_manager import EventsManager -The current event types include: -1. `TRANSCRIPT`: Indicates a partial transcript for the conversation has been received. -2. `TRANSCRIPT_COMPLETE`: Indicates the transcript is complete (ie conversation has ended). -3. `PHONE_CALL_CONNECTED`: Indicates a phone call has been connected. -4. `PHONE_CALL_ENDED`: Indicates a phone call has ended. -5. `RECORDING`: (Vonage Only) Indicates a secure URL containing a recording of the call is available. Requires `recording=true` in `VonageConfig`. +class CustomEventsManager(EventsManager): + def __init__(self): + super().__init__([EventType.TRANSCRIPT_COMPLETE]) -## Example Usage + async def handle_event(self, event: Event): + if isinstance(event, TranscriptCompleteEvent): + print("The call has finished, the transcript was", event.transcript.to_string()) +``` -The following example demonstrates how the `EventsManager` class can be used to consume the `TRANSCRIPT_COMPLETE` event and save the transcript to a file using the `add_transcript` method: +In this example, we create a custom `EventsManager` subclass is created with a subscription to the `TRANSCRIPT_COMPLETE` event and then print the transcript when we receive the event. -```python -import logging -from fastapi import FastAPI -from vocode.streaming.models.events import Event, EventType, TranscriptCompleteEvent -from vocode.streaming.utils import events_manager -from call_transcript_utils import add_transcript +To use `CustomEventsManager`, you can pass it into any Conversation, e.g. -app = FastAPI(docs_url=None) +``` +... +conversation = StreamingConversation( + ..., + events_manager=CustomEventsManager() +) +``` -logging.basicConfig() -logger = logging.getLogger(__name__) -logger.setLevel(logging.DEBUG) +You can also pass it into a `TelephonyServer`, like: -class CustomEventsManager(events_manager.EventsManager): - def __init__(self): - super().__init__(subscriptions=[EventType.TRANSCRIPT_COMPLETE]) - - def handle_event(self, event: Event): - if event.type == EventType.TRANSCRIPT_COMPLETE: - transcript_complete_event = typing.cast(TranscriptCompleteEvent, event) - add_transcript( - transcript_complete_event.conversation_id, - transcript_complete_event.transcript, - ) - -events_manager_instance = CustomEventsManager() -await events_manager_instance.start() ``` - -In this example, a custom `EventsManager` subclass is created with a subscription to the `TRANSCRIPT_COMPLETE` event. The `handle_event` method is overridden to save the transcript to a file using the `add_transcript` method when the `TRANSCRIPT_COMPLETE` event is received. +server = TelephonyServer( + ..., + events_manager=CustomEventsManager() +) +``` diff --git a/docs/open-source/external-action.mdx b/docs/open-source/external-action.mdx new file mode 100644 index 0000000000..44c5de06a3 --- /dev/null +++ b/docs/open-source/external-action.mdx @@ -0,0 +1,263 @@ +--- +title: "External Actions" +description: "Have your agent communicate with an External API" +--- + +External Actions allow Vocode agents to take actions outside the realm of a phone call. In particular, Vocode agents can decide to _push_ information to external systems via an API request, and _pull_ information from the API response in order to: + +1. give the agent context to inform the rest of the phone call +2. change the agent’s behavior based on the pulled information +3. run functions/tasks outside the call + +## How it Works + +### Configuring an External Action with `ExecuteExternalActionVocodeActionConfig` + +The Vocode Agent will determine after each turn of conversation if its the ideal time to interact with the External API based primarily on the configured External Action's `description` and `input_schema`! + +#### Overview + +- `processing_mode`: We currently only support `muted`, which makes the agent silent while processing the request. + +- `name`: the name of the external action -- this has no impact on the functionality of action itself. + +- `description`: Used by the Function Calling API to determine when to make the External Action call itself. See the [`description` field section below](/open-source/external-action#description-field) for more info! + +- `url`: The API request is sent to this URL in the format + defined below in [Responding to External Action API Requests](/open-source/external-action#input-schema-field) + +- `input_schema`: A [JSON Schema](https://json-schema.org/) for the payload to send to the External API. See the [`input_schema` field section below](/open-source/external-action#responding-to-external-action-api-requests) for more info! + +- `speak_on_send`: if `True`, then the underlying LLM will generate a message to be spoken as the + API request is being sent. + +- `speak_on_receive`: if `True`, then the agent will speak once it receives a result from the API Response. If the response does not contain an `agent_message` (see [Response Formatting](#response-formatting)), the agent will query the LLM for the message to speak. + +- `signature_secret`: a base64 encoded string to enable request validation, see the [Signature Validation section](/open-source/external-action#signature-validation) below for more info + +#### `input_schema` Field + +The `input_schema` field is a [JSON Schema](https://json-schema.org/) form the payload to send to the External API. + +For example, in the [Meeting Assistant Example](/open-source/external-action#meeting-assistant-example) below we formed the following JSON schema: + +```json +{ + "type": "object", + "properties": { + "length": { + "type": "string", + "enum": ["30m", "1hr"] + }, + "time": { + "type": "string", + "pattern": "^d{2}:d0[ap]m$" + } + } +} +``` + +This is stating the External API is expecting: + +- Two fields + - `length` (string): either "30m" or "1hr" + - `time` (string): a regex pattern defining a time ending in a zero with `am`/`pm` on the end ie: `10:30am` + + + If you’re noticing that this looks very familiar to OpenAI function calling, it is! Vocode treats OpenAI Function Calling as a first-class standard when the agent uses an OpenAI LLM. + + The lone difference is that the top level `input_schema` JSON schema must be an `object` - this is so we can use JSON to send over parameters to the user’s API. + + + +#### `description` Field + +The `description` is best used to descibe your External Action's purpose. As its passed through directly to the LLM, its the best way to convey instructions to the underlying Vocode Agent. + +For example, in the [Meeting Assistant Example](/open-source/external-action#meeting-assistant-example) below we want to book a meeting for 30 minutes to an hour so we set the description as `Book a meeting for a 30 minute or 1 hour call.` + + + The `description` field is passed through and heavily affects how functions are triggered and queried, + so we recommend treating it similar to prompting for an LLM! + + +### Responding to External Action API Requests + +Once an External Action has been created, the Vocode Agent will issue API requests to the defined `url` during the course of a phone call based on the [configuration noted above](/open-source/external-action#configuring-an-external-action-with-executeexternalactionvocodeactionconfig) +The Vocode API will wait a maximum of _10 seconds_ before timing out the request. + +In particular, Vocode will issue a POST request to `url` with a JSON payload that specifically matches `input_schema`. Using the [Meeting Assistant Example](/open-source/external-action#meeting-assistant-example) below, the request will contain: + +```bash +POST url HTTP/1.1 +Accept: application/json +Content-Type: application/json +x-vocode-signature: + +{ + "payload": { + "length": "30m", + "time": "10:30am" + } +} +``` + +#### Signature Validation + +A cryptographically signed signature of the request body and a randomly generated byte hash is included as a header (under `x-vocode-signature`) in the outbound request, so the receiving API can validate the identity of the incoming request. The signature secret is used to sign the request and ensure the validity of the `x-vocode-signature` field, and therefore *must be securely managed*. + +This should be set as a base64-encoded string and we recommend a longer length as well, using the following snippet as an example: + +```python +import os +import base64 + +signature_secret = base64.b64encode(os.urandom(32)).decode() +``` + +Use the following code snippet to check the signature in an inbound request: + +```python +import base64 +import hashlib +import hmac + +async def test_requester_encodes_signature( + request_signature_value: str, signature_secret: str, payload: dict +): + """ + Asynchronous function to check if the request signature is encoded correctly. + + Args: + request_signature_value (str): The request signature to be decoded. + signature_secret (str): The secret for the action (make sure this is stored securely). + payload (dict): The payload to be used for digest calculation. + + Returns: + None + """ + signature_secret_as_bytes = base64.b64decode(signature_secret) + decoded_digest = base64.b64decode(request_signature_value) + calculated_digest = hmac.new(signature_secret_as_bytes, json.dumps(payload).encode(), hashlib.sha256).digest() + assert hmac.compare_digest(decoded_digest, calculated_digest) is True + +``` + +#### Response Formatting + +Vocode expects responses from the user’s API in JSON in the following format: + +```python +Response { + result: Any + agent_message: Optional[str] = None +} +``` + +- `result` is a payload containing the result of the action on the user’s side, and can be in any format +- `agent_message` optionally contains a message that will be synthesized into audio and sent back to the phone call. Note this means the LLM will not be queried to send a message (see [Configuring the External Action](/open-source/external-action#configuring-an-external-action-with-executeexternalactionvocodeactionconfig) above for more info) + +In the [Meeting Assistant Example](/open-source/external-action#meeting-assistant-example) below, the user’s API could return back a JSON response that looks like: + +```json +{ + "result": { + "success": true + }, + "agent_message": "I've set up a calendar appointment at 10:30am tomorrow for 30 minutes" +} +``` + +## EA Local Response Server Example: + +The following is an example of a quick start to enable testing external actions locally. + +Running `fastapi dev app.py` will run the server @ `http://127.0.0.1:8000` and can be used for external actions locally! + + +```python app.py +import asyncio +import base64 +import hashlib +import hmac +import json +import time + +from fastapi import FastAPI, HTTPException, Request, status +from pydantic import BaseModel + +app = FastAPI() + +action_secret = "" + + +def is_signature_valid(request: Request, json_payload: dict): + signature_secret_as_bytes = base64.b64decode(action_secret) + decoded_digest = base64.b64decode(request.headers.get("x-vocode-signature")) + calculated_digest = hmac.new( + signature_secret_as_bytes, json.dumps(json_payload).encode(), hashlib.sha256 + ).digest() + return hmac.compare_digest(decoded_digest, calculated_digest) + + +@app.post("/external_action") +def update_item(request: Request): + json_payload = asyncio.run(request.json()) + print(json_payload) + if not is_signature_valid(request, json_payload): + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Signature verification failed for payload", + ) + time.sleep(3) + return { + "result": {"success": True}, + } +```` +```txt requirements.txt +pydantic==2.* +fastapi==0.111.* +```` + + + +## Meeting Assistant Example + +This is an example of how to create an action config which will attempt to book a meeting for 30 minutes or an hour at any time ending in a zero (ie 10:30am is okay but 10:35am is not) + +```python Python +import json +import base64 +import os + +from vocode.streaming.action.execute_external_action import ( + ExecuteExternalAction, + ExecuteExternalActionVocodeActionConfig, +) + +ACTION_INPUT_SCHEMA = { + "type": "object", + "properties": { + "length": { + "type": "string", + "enum": ["30m", "1hr"], + }, + "time": { + "type": "string", + "pattern": "^\d{2}:\d0[ap]m$", + }, + }, +} + +action_config = ExecuteExternalActionVocodeActionConfig( + name = "Meeting_Booking_Assistant", + description = "Book a meeting for a 30 minute or 1 hour call.", + url = "http://example.com/booking", + speak_on_send = True, + speak_on_receive = True, + input_schema = json.dumps(ACTION_INPUT_SCHEMA), + signature_secret = base64.b64encode(os.urandom(32)).decode(), +) +``` +See [Action Agents](/open-source/action-agents#using-your-action-and-action-factory-in-an-agent) for an example of how to use this action config with an agent in a conversation. +Note that you do not need to create a custom action factory, since `DefaultActionFactory` already supports external actions. \ No newline at end of file diff --git a/docs/open-source/how-to-use-it.mdx b/docs/open-source/how-to-use-it.mdx index c0daf89543..bbf38d941e 100644 --- a/docs/open-source/how-to-use-it.mdx +++ b/docs/open-source/how-to-use-it.mdx @@ -5,8 +5,7 @@ description: "Various ways to utilize Vocode." ## Understanding Our Open Source Libraries -Vocode's Open Source supports both Python and React, with plans for future support for -additional languages. +Vocode's Open Source supports Python, and a client library in React. ### Getting Started with the Open Source Python Library diff --git a/docs/open-source/language-support.mdx b/docs/open-source/language-support.mdx index 694887fb62..004c5f089f 100644 --- a/docs/open-source/language-support.mdx +++ b/docs/open-source/language-support.mdx @@ -22,11 +22,9 @@ synthesizer_config = AzureSynthesizerConfig( ) ``` -See the [full list of supported voices](https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/language-support?tabs=tts). - ## Transcription -The transcriber used in vocode is also configurable. By default, `DeepgramTranscriber` is used which supports [over 25 languages](https://developers.deepgram.com/docs/languages-overview). +The transcriber used in vocode is also configurable. By default, `DeepgramTranscriber` is used which supports [over 35 languages](https://developers.deepgram.com/docs/languages-overview). To configure a different language model, modify the language code passed to `TranscriberConfig` when initializing the config object (`en-US` is the default): @@ -35,10 +33,11 @@ from vocode.streaming.models.transcriber import DeepgramTranscriberConfig transcriber_config = DeepgramTranscriberConfig( language="es" # Spanish + model="nova-2" # Most languages are supported on the Nova 2 model ) ``` -See the [Deepgram docs](https://developers.deepgram.com/docs/languages-overview) for the list of supported lamguages. +***Note: the default model for Deepgram is Nova, so you must pass `model="nova-2"` to use that model.*** Other transcription services like Google Cloud Speech or Assembly AI could also be used by configuring the appropriate `TranscriberConfig`. diff --git a/docs/open-source/logging-with-loguru.mdx b/docs/open-source/logging-with-loguru.mdx new file mode 100644 index 0000000000..4205468e1f --- /dev/null +++ b/docs/open-source/logging-with-loguru.mdx @@ -0,0 +1,73 @@ +--- +title: "Logging with Loguru" +description: "Make logging set up less painful for local and production usage!" +--- + +Loguru is a powerful and flexible logging library for Python that simplifies logging setup and usage. It provides a more intuitive and feature-rich alternative to Python's built-in logging module. + +## Why Use Loguru? + +Loguru offers several advantages over the standard logging module: + +- **Ease of Use**: Loguru simplifies the process of setting up and using loggers. +- **Rich Features**: It provides advanced features like automatic exception catching, structured logging, and more. +- **Flexibility**: Loguru allows for easy configuration of different logging formats and destinations. + +## Using the Vocode Implementation + +The Vocode implementation of Loguru provides a seamless way to integrate logging into your application. It includes custom handlers and configuration functions to streamline the setup process. When utilizing the JSON logging configuration, it'll also pull relevant environment variables such as `conversation_id` and include them in the JSON output for better production debugging! + +### Setting Up Logging + +To set up logging in your application, you can use the provided configuration functions. Here's how to configure pretty printing for local development and JSON logging for production: + +#### Pretty Printing Locally + +To enable pretty printing locally, use the `configure_pretty_logging` function. This will set up Loguru to output logs with colored formatting, making them easier to read during development. + +```python +from vocode.logging import configure_pretty_logging + +configure_pretty_logging() +``` + +#### JSON Logging in Production + +For production environments, you may want to log in JSON format for better integration with logging systems and easier parsing. Use the `configure_json_logging` function to set this up. + +```python +from vocode.logging import configure_json_logging + +configure_json_logging() +``` + +### Why Use Different Setups? + +Using different logging setups for local and production environments can be beneficial for several reasons: + +- **Readability**: Pretty printing makes logs easier to read during development, helping you quickly identify issues. +- **Structured Logging**: JSON logging provides structured logs that are easier to parse and analyze in production, especially when using log aggregation and monitoring tools. + +## Example Snippet + +Here's an example of how you can set up logging in your application: + +```python +import os +from vocode.logging import configure_pretty_logging, configure_json_logging + +DEPLOYED_ENVIRONMENTS = ["production", "staging"] +ENVIRONMENT = os.environ.get("ENVIRONMENT", "development") + +def configure_logging() -> None: # pragma: no cover + """Configures logging.""" + if ENVIRONMENT in DEPLOYED_ENVIRONMENTS: + configure_json_logging() + else: + configure_pretty_logging() + +# Configure logging based on the environment +configure_logging() + +# Your application code here +``` diff --git a/docs/open-source/playground.mdx b/docs/open-source/playground.mdx index 662e8f97e1..f6acb2da9f 100644 --- a/docs/open-source/playground.mdx +++ b/docs/open-source/playground.mdx @@ -8,6 +8,11 @@ test transcribers, agents, and synthesizers. To begin, clone the [repo](https://github.com/vocodedev/vocode-python). +Install the core packages by running the following: +``` +poetry install +``` + # Streaming ## Transcriber @@ -32,9 +37,11 @@ make chat ## Synthesizer -1. Update your synthesizer configuration in `playground/streaming/synthesizer/synthesize.py` +1. Install the synthesizer packages by running `poetry install --extras=synthesizers` + +2. Update your synthesizer configuration in `playground/streaming/synthesizer/synthesize.py` -2. Run the following script to synthesize text to speech and play it to your speaker: +3. Run the following script to synthesize text to speech and play it to your speaker: ``` make synthesize diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx index 10cfffb5a7..7c22707f35 100644 --- a/docs/open-source/python-quickstart.mdx +++ b/docs/open-source/python-quickstart.mdx @@ -8,14 +8,11 @@ description: "Get up and running using Python" Install the [vocode package](https://pypi.org/project/vocode/): ```bash -pip install 'vocode[io]' +pip install vocode ``` # Getting started -The `io` extra installs the packages necessary to run our voice conversations locally, but is not needed for other surfaces, e.g. [phone calls](/open-source/telephony). -You may need to install [portaudio](https://formulae.brew.sh/formula/portaudio) and [ffmpeg](https://formulae.brew.sh/formula/ffmpeg) on your system. - ## Working with system audio We provide helper methods to hook into your system audio. @@ -33,74 +30,94 @@ If the default I/O devices are not being set properly, set `use_default_devices` Vocode provides a unified interface across various speech transcription, speech synthesis, and AI/NLU providers. To use these providers with Vocode, you'll need to grab credentials from these providers and set them in the Vocode environment. -```python -# these can also be set as environment variables -vocode.setenv( - OPENAI_API_KEY="", - DEEPGRAM_API_KEY="", - AZURE_SPEECH_KEY="", - AZURE_SPEECH_REGION="", -) -``` +You can either set the following parameters as environment variables (e.g. by specifying them in a `.env` file and using a package like `python-dotenv` to load), or set them manually in the pydantic settings (see below). For AZURE_SPEECH_REGION you should use the URL format. For example, if you're using the "East US" region, the value should be "eastus". See [Azure Region list](https://learn.microsoft.com/en-us/azure/cognitive-services/speech-service/rest-text-to-speech?tabs=streaming#prebuilt-neural-voices). ## `StreamingConversation` example +This can also be found in the [`quickstarts` directory](https://github.com/vocodedev/vocode-core/blob/main/quickstarts/streaming_conversation.py) of the repo. + ```python import asyncio import signal -import vocode -from vocode.streaming.streaming_conversation import StreamingConversation +from pydantic_settings import BaseSettings, SettingsConfigDict + from vocode.helpers import create_streaming_microphone_input_and_speaker_output -from vocode.streaming.models.transcriber import ( - DeepgramTranscriberConfig, - PunctuationEndpointingConfig, -) +from vocode.logging import configure_pretty_logging from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent from vocode.streaming.models.agent import ChatGPTAgentConfig from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.models.transcriber import ( + DeepgramTranscriberConfig, + PunctuationEndpointingConfig, +) +from vocode.streaming.streaming_conversation import StreamingConversation from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber -# these can also be set as environment variables -vocode.setenv( - OPENAI_API_KEY="", - DEEPGRAM_API_KEY="", - AZURE_SPEECH_KEY="", - AZURE_SPEECH_REGION="", -) +configure_pretty_logging() + + +class Settings(BaseSettings): + """ + Settings for the streaming conversation quickstart. + These parameters can be configured with environment variables. + """ + + openai_api_key: str = "ENTER_YOUR_OPENAI_API_KEY_HERE" + azure_speech_key: str = "ENTER_YOUR_AZURE_KEY_HERE" + deepgram_api_key: str = "ENTER_YOUR_DEEPGRAM_API_KEY_HERE" + + azure_speech_region: str = "eastus" + + # This means a .env file can be used to overload these settings + # ex: "OPENAI_API_KEY=my_key" will set openai_api_key over the default above + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + ) + + +settings = Settings() async def main(): - microphone_input, speaker_output = create_streaming_microphone_input_and_speaker_output( - use_default_devices=True, + ( + microphone_input, + speaker_output, + ) = create_streaming_microphone_input_and_speaker_output( + use_default_devices=False, + use_blocking_speaker_output=True, # this moves the playback to a separate thread, set to False to use the main thread ) conversation = StreamingConversation( output_device=speaker_output, transcriber=DeepgramTranscriber( DeepgramTranscriberConfig.from_input_device( - microphone_input, endpointing_config=PunctuationEndpointingConfig() - ) + microphone_input, + endpointing_config=PunctuationEndpointingConfig(), + api_key=settings.deepgram_api_key, + ), ), agent=ChatGPTAgent( ChatGPTAgentConfig( - initial_message=BaseMessage(text="Hello!"), - prompt_preamble="Have a pleasant conversation about life", - ), + openai_api_key=settings.openai_api_key, + initial_message=BaseMessage(text="What up"), + prompt_preamble="""The AI is having a pleasant conversation about life""", + ) ), synthesizer=AzureSynthesizer( - AzureSynthesizerConfig.from_output_device(speaker_output) + AzureSynthesizerConfig.from_output_device(speaker_output), + azure_speech_key=settings.azure_speech_key, + azure_speech_region=settings.azure_speech_region, ), ) await conversation.start() print("Conversation started, press Ctrl+C to end") - signal.signal( - signal.SIGINT, lambda _0, _1: asyncio.create_task(conversation.terminate()) - ) + signal.signal(signal.SIGINT, lambda _0, _1: asyncio.create_task(conversation.terminate())) while conversation.is_active(): chunk = await microphone_input.get_audio() conversation.receive_audio(chunk) diff --git a/docs/open-source/react-quickstart.mdx b/docs/open-source/react-quickstart.mdx index 1b3a7372d6..08f89cf6ee 100644 --- a/docs/open-source/react-quickstart.mdx +++ b/docs/open-source/react-quickstart.mdx @@ -13,7 +13,7 @@ Or, start from our [Replit template](https://replit.com/@vocode/Simple-Conversat ## Setting up the conversation -Our self-hosted backend allows you to expose a websocket route in the same format that our hosted backend does. This allows you to deploy any agent you'd like into the conversation. +Our self-hosted backend allows you to expose a websocket route that operates like `StreamingConversation`. To get started, clone the Vocode repo or copy the [client backend app](https://github.com/vocodedev/vocode-python/tree/main/apps/client_backend) directory. @@ -56,35 +56,25 @@ uvicorn main:app --port 3000 You now have a server with a Vocode websocket route at localhost:3000! You can now use the `useConversation` hook with your self-hosted backend as follows: -```javascript -const { status, start, stop, analyserNode } = useConversation({ +```typescript +import { useConversation } from "vocode"; + +const { status, start, stop, error, analyserNode } = useConversation({ backendUrl: "", // looks like ws://localhost:3000/conversation or wss://asdf1234.ngrok.app/conversation if using ngrok audioDeviceConfig: {}, }); ``` -# Demo installation and setup - -Clone the `vocode-react-demo` [repository](https://github.com/vocodedev/vocode-react-demo). - -``` -$ git clone https://github.com/vocodedev/vocode-react-demo.git -``` - -Run npm install inside the directory to download all of the dependencies. - -``` -$ npm install -``` - -Set your Client SDK key inside of your `.env` +Use the `status`, `start`, and `stop` objects within your React components to control conversations with your self-hosted backend, e.g. -``` -REACT_APP_VOCODE_API_KEY=YOUR KEY HERE -``` - -Start the application +```jsx +<> + {status === "idle" &&

Press me to talk!

} + {status == "error" && error &&

{error.message}

} -``` -$ npm start + + ``` diff --git a/docs/open-source/sentry.mdx b/docs/open-source/sentry.mdx new file mode 100644 index 0000000000..605a66b5d7 --- /dev/null +++ b/docs/open-source/sentry.mdx @@ -0,0 +1,135 @@ +--- +title: "[Beta] Sentry Integration" +description: "Integrate Sentry for error tracking and performance monitoring" +--- + +## What is Sentry? + +[Sentry](https://sentry.io/) is an open-source error tracking tool that helps developers monitor and fix crashes in real-time. It provides insights into the health of your applications by capturing and reporting errors, exceptions, and performance issues. + +## Why integrate Sentry? + +Integrating Sentry into your application allows you to: + +- Automatically capture and report errors and exceptions. +- Monitor the performance of your application. +- Gain insights into the user experience and identify bottlenecks. +- Improve the overall reliability and stability of your application. + +## Configuring Sentry + +To integrate Sentry into your application, you need to initialize the Sentry SDK at the earliest instantiation point in your code. This ensures that Sentry starts capturing errors and performance data as soon as possible. + +Here's how you can configure the Sentry SDK: + +```python +import os +import sentry_sdk +from sentry_sdk.integrations.asyncio import AsyncioIntegration +from sentry_sdk.integrations.logging import LoguruIntegration + +sentry_sdk.init( + dsn=os.getenv("SENTRY_DSN"), + environment=os.getenv("ENVIRONMENT"), + # Sample rate for transactions (performance). + traces_sample_rate=1.0, + # Sample rate for exceptions / crashes. + sample_rate=1.0, + max_request_body_size="always", + integrations=[ + AsyncioIntegration(), + LoguruIntegration(), + ], +) +``` + +Head to [sentry.io](sentry.io) to get your DSN! See https://docs.sentry.io/platforms/python/configuration/options/ for more info about the above options. + +## Instrumenting your application + +Vocode exposes a set of custom spans that get automatically sent to Sentry during Vocode conversations. To use these spans, you'll need to manually attach a transaction to the current scope. + +### Example 1: Streaming Conversation + +Update `quickstarts/streaming_conversation.py`, replace the `main` function with the following code: + +```python +import sentry_sdk +from sentry_sdk.integrations.asyncio import AsyncioIntegration +from sentry_sdk.integrations.loguru import LoguruIntegration +from vocode import sentry_transaction + +sentry_sdk.init( + ..., + integrations=[ + AsyncioIntegration(), + LoguruIntegration(), + ], +) + +async def main(): + ... + await conversation.start() + ... + + +if __name__ == "__main__": + with sentry_sdk.start_transaction( + op="streaming_conversation", description="streaming_conversation" + ) as sentry_txn: + sentry_transaction.set(sentry_txn) + asyncio.run(main()) +``` + +Head to the Performance pane in Sentry and click into the trace, you should see something that looks like this: + +![Sentry Transaction](/images/sentry.png) + +### Example 2: Telephony Server + +Simply instantiate the Sentry SDK at the top of the file, e.g. in `app/telephony_app/main.py` + +```python +sentry_sdk.init( + ... +) + +app = FastAPI(docs_url=None) +``` + +## Custom Spans Overview + +### Latency of Conversation + +**Latency of Conversation** _(`LATENCY_OF_CONVERSATION`)_ measures the overall latency of a conversation, from when the user finishes their utterance to when the agent begins its response. It is broken up into the following sub-spans: + +- **[Deepgram Only] Endpointing Latency** _(`ENDPOINTING_LATENCY`)_: Captures the extra latency involved from retrieving finalized transcripts from Deepgram before deciding to invoke the agent. +- **Language model Time to First Token** _(`LANGUAGE_MODEL_TIME_TO_FIRST_TOKEN`)_: Tracks the time taken by the language model to generate the first token (word or character) in its response. +- **Synthesis Time to First Token** _(`SYNTHESIS_TIME_TO_FIRST_TOKEN`)_: Measures the time taken by the synthesizer to generate the first token in the synthesized speech. This is useful for evaluating the initial response time of the synthesizer. + +### Deepgram + +We capture the following spans in our Deepgram integration: + +- **Connected to First Send** _(`CONNECTED_TO_FIRST_SEND`)_: Measures the time from when the Deepgram websocket connection is established to when the first data is sent +- **[Deepgram Only] First Send to First Receive** _(`FIRST_SEND_TO_FIRST_RECEIVE`)_: Measures the time from when the first data is sent to Deepgram to when the first response is received +- **[Deepgram Only] Start to Connection** _(`START_TO_CONNECTION`)_: Tracks the time it takes to establish the websocket connection with Deepgram + +### LLM + +For our OpenAI and Anthropic integrations, we capture: + +- **Time to First Token** _(`TIME_TO_FIRST_TOKEN`)_: Measures the time taken by the language model to generate the first token (word or character) in its response. +- **LLM First Sentence Total** _(`LLM_FIRST_SENTENCE_TOTAL`)_: Measures the total time taken by the language model to generate the first complete sentence. + +### Synthesizer + +For most of our synthesizer integrations, we capture: + +- **Synthesis Generate First Chunk** _(`SYNTHESIS_GENERATE_FIRST_CHUNK`)_: Measures the time taken to generate the first chunk of synthesized speech. +- **Synthesizer Synthesis Total** _(`SYNTHESIZER_SYNTHESIS_TOTAL`)_: Tracks the total time taken for the entire speech synthesis process. This span helps in understanding the overall performance of the synthesizer. + +These spans will have the actual synthesizer's name prepended to them. For example, if the synthesizer is `ElevenLabsSynthesizer`, the span `SYNTHESIZER_SYNTHESIS_TOTAL` will be recorded as `ElevenLabsSynthesizer.synthesis_total`: + +- **Synthesis Total** _(`SYNTHESIZER_SYNTHESIS_TOTAL`)_ +- **Time to First Token** _(`SYNTHESIZER_TIME_TO_FIRST_TOKEN`)_ diff --git a/docs/open-source/telephony.mdx b/docs/open-source/telephony.mdx index d608f0e07f..6537e1e3b5 100644 --- a/docs/open-source/telephony.mdx +++ b/docs/open-source/telephony.mdx @@ -117,8 +117,6 @@ Make sure the server we just set up is already running. Then, in `outbound_call. Replace the `to_phone` with the number you want to call and the `from_phone` with the number you want to call from. In order to make a call from the `from_phone`, you must have access to it via Twilio (either a number purchased via Twilio or verify the caller ID). -> Note: To ensure legal compliance with robocall regulations in California, the following code snippet from the [Vocode library](https://github.com/vocodedev/vocode-python/blob/main/vocode/streaming/telephony/conversation/outbound_call.py#L83-L96) utilizes Twilio Line Intelligence to check if calls are made to mobile phones: For Canadian phone numbers, the Twilio Lookup API may not return carrier data due to the Canadian Local Number Portability Consortium (CLNPC) requirements. More information on this issue can be found in the [Twilio Support Article](https://support.twilio.com/hc/en-us/articles/360004563433-Twilio-Lookup-API-is-Not-Returning-Carrier-Data-for-Canadian-Phone-Numbers). - Run the script with `poetry run python outbound_call.py`. ## Configuration @@ -129,26 +127,39 @@ or `SynthesizerConfig` - the default transcriber is Deepgram and the default syn This example sets up an agent that spells every word that is sent to it - any text-in, text-out function can be turned into a voice conversation by subclassing `BaseAgent` and creating an `AgentFactory`. ``` +import typing +from typing import Optional, Tuple + +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.agent.base_agent import BaseAgent, RespondAgent +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.models.agent import AgentConfig, AgentType, ChatGPTAgentConfig + + class SpellerAgentConfig(AgentConfig, type="agent_speller"): pass -class SpellerAgent(BaseAgent): - def __init__(self, agent_config: SpellerAgentConfig): - super().__init__(agent_config=agent_config) - +class SpellerAgent(RespondAgent[SpellerAgentConfig]): async def respond( self, - human_input, + human_input: str, conversation_id: str, is_interrupt: bool = False, ) -> Tuple[Optional[str], bool]: return "".join(c + " " for c in human_input), False -class SpellerAgentFactory(AgentFactory): +class SpellerAgentFactory(AbstractAgentFactory): def create_agent(self, agent_config: AgentConfig) -> BaseAgent: - return SpellerAgent(agent_config=agent_config) + # If the agent configuration type is CHAT_GPT, create a ChatGPTAgent. + if isinstance(agent_config, ChatGPTAgentConfig): + return ChatGPTAgent(agent_config=agent_config) + # If the agent configuration type is agent_speller, create a SpellerAgent. + elif isinstance(agent_config, SpellerAgentConfig): + return SpellerAgent(agent_config=agent_config) + # If the agent configuration type is not recognized, raise an exception. + raise Exception("Invalid agent config") ``` An `AgentFactory` instance is passed into the `TelephonyServer` in `telephony_app.py`. @@ -157,7 +168,7 @@ We provide a small set of agents with already created `AgentConfig`s, including, ### Accessing call information in your agent -We store the `to` and `from` numbers in the [`ConfigManager`](https://github.com/vocodedev/vocode-python-sdk/blob/b37bf7a1172a917b641d0e70ba14756415e09b0b/apps/telephony_app/main.py#L20) - so +We store the `to` and `from` numbers in the [`ConfigManager`](https://github.com/vocodedev/vocode-core/blob/53b01dab0b59f71961ee83dbcaf3653a6935c2e3/apps/telephony_app/main.py#L30) - so if you'd like to access them in your agent, you can instantiate the manager to hook into the same Redis instance: ``` @@ -168,7 +179,7 @@ class SpellerAgent(BaseAgent): async def respond( self, - human_input, + human_input: str, conversation_id: str, is_interrupt: bool = False, ) -> Tuple[Optional[str], bool]: diff --git a/docs/open-source/tracing.mdx b/docs/open-source/tracing.mdx deleted file mode 100644 index 537e328857..0000000000 --- a/docs/open-source/tracing.mdx +++ /dev/null @@ -1,95 +0,0 @@ ---- -title: "Tracing" -description: "Time components of your Vocode conversations" ---- - -# [Beta] Benchmarking script - -The benchmarking script is located at `playground/streaming/benchmark.py`. You can execute the benchmarking script using the CLI which will enable you to evaluate and compare -transcribers, agents, and synthesizers. You can use it primarily to benchmark latency – but it can also be used to compare the quality of the different providers as well. The -feature is in Beta and will continue to be improved upon – feel free to open an issue with any ideas. - -### Using the CLI - -To access the options of the benchmarking script, run - -```bash -python playground/streaming/benchmark.py --help -``` - -This will display all available options. - -To conduct multiple trials and get averaged results, you can control `num_cycles` - -```bash ---{transcriber,agent,synthesizer}_num_cycles 3 # component specific ---all_num_cycles 3 # all components -``` - -To perform a comprehensive test across all supported transcribers, agents, and synthesizers, use the `--all` command. - -With the CLI, you can get the raw output, write them to a file, and create graphs. -To access your results and visualize them, they will be stored in the `benchmark_results` directory by default. You can also change this location using the `--results_dir` and `--results_file` options. If you want to create visual graphs, add the `--create_graphs` option when running your test. - -#### Example: comparing synthesizers - -To compare different synthesizers, use the `--synthesizers` flag followed by the names of the synthesizers you wish to compare. For instance, - -```bash -python playground/streaming/benchmark.py --synthesizers Google Azure --synthesizer_text "Your text here" -``` - -#### Example: comparing transcribers - -To compare different transcribers, you can use the `--transcribers` flag followed by the names of the transcribers you wish to compare. For example, - -```bash -python playground/streaming/benchmark.py --transcribers deepgram assemblyai --transcriber_audio sample.wav -``` - -You can specify `transcriber_use_mic` instead of `--transcriber_audio` to use your microphone as the audio source. - -#### Example: comparing agents - -To compare different agents, use the `--agents` flag followed by the names of the agents you want to compare. For example, - -```bash -python playground/streaming/benchmark.py --agents openai anthropic -``` - -You can set the prompt preamble with the `--agent_prompt_preamble` argument and the first input with the `--agent_first_input` option. - -# Tracing your application - -At the top of `quickstarts/streaming_conversation.py`, include the following code: - -```python -from opentelemetry import trace -from opentelemetry.sdk.trace import TracerProvider -from opentelemetry.sdk.trace.export import SimpleSpanProcessor, SpanExporter -from opentelemetry.sdk.resources import Resource - - -class PrintDurationSpanExporter(SpanExporter): - def __init__(self): - super().__init__() - self.spans = defaultdict(list) - - def export(self, spans): - for span in spans: - duration_ns = span.end_time - span.start_time - duration_s = duration_ns / 1e9 - self.spans[span.name].append(duration_s) - - def shutdown(self): - for name, durations in self.spans.items(): - print(f"{name}: {sum(durations) / len(durations)}") - - -trace.set_tracer_provider(TracerProvider(resource=Resource.create({}))) -trace.get_tracer_provider().add_span_processor( - SimpleSpanProcessor(PrintDurationSpanExporter()) -) -``` - -This will print out stats about the conversation after it ends. diff --git a/docs/open-source/turn-based-conversation.mdx b/docs/open-source/turn-based-conversation.mdx index 18177ba936..d2e6a03e3d 100644 --- a/docs/open-source/turn-based-conversation.mdx +++ b/docs/open-source/turn-based-conversation.mdx @@ -9,55 +9,64 @@ A turn-based conversation is a communication system designed for applications wh This model differs from streaming conversations that try to mimic natural human discourse. Instead, it fits applications triggered by some kind of user input. For example, consider a voice memo application where the user records a message, and the agent generates a complete response. -A turn-based conversation system is perfect for applications that don't require real-time responses or constant back-and-forths. -This design reduces complexity and allows for a more controlled conversation flow. Each user input is treated as a discrete event, +A turn-based conversation system is perfect for applications that don't require interruptions and have a controlled conversation flow. Each user input is treated as a discrete event, giving the system time to generate and deliver a full and meaningful response. ## Turn-based quickstart -The code can be found [here](https://github.com/vocodedev/vocode-python/blob/main/quickstarts/turn_based_conversation.py) +The example below demonstrates a turn-based conversation, using a ChatGPT agent for text generation, WhisperTranscriber for speech-to-text, +and AzureSynthesizer for text-to-speech. User interactions trigger the beginning and end of the recording, signaling the system when to listen and when to respond. You can run it with +``` +make turn_based_conversation +``` -```python -import logging -from dotenv import load_dotenv -from vocode import getenv -from vocode.helpers import create_turn_based_microphone_input_and_speaker_output -from vocode.turn_based.agent.chat_gpt_agent import ChatGPTAgent -from vocode.turn_based.synthesizer.azure_synthesizer import AzureSynthesizer -from vocode.turn_based.synthesizer.eleven_labs_synthesizer import ElevenLabsSynthesizer -from vocode.turn_based.transcriber.whisper_transcriber import WhisperTranscriber -from vocode.turn_based.turn_based_conversation import TurnBasedConversation +*Remember to replace OPENAI_API_KEY and AZURE_SPEECH_KEY with your actual API keys and set the appropriate Azure region. You can also set these variables in a `.env` file and source it in your terminal. +You can also customize the voice, system prompt, and initial message as needed. The code can be found [here](https://github.com/vocodedev/vocode-python/blob/main/quickstarts/turn_based_conversation.py).* -logging.basicConfig() -logger = logging.getLogger(__name__) -logger.setLevel(logging.INFO) +```python +class Settings(BaseSettings): + """ + Settings for the turn-based conversation quickstart. + These parameters can be configured with environment variables. + """ + + openai_api_key: str = "ENTER_YOUR_OPENAI_API_KEY_HERE" + azure_speech_key: str = "ENTER_YOUR_AZURE_KEY_HERE" + + azure_speech_region: str = "eastus" + + # This means a .env file can be used to overload these settings + # ex: "OPENAI_API_KEY=my_key" will set openai_api_key over the default above + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + ) -load_dotenv() -# See https://api.elevenlabs.io/v1/voices -ADAM_VOICE_ID = "pNInz6obpgDQGcFmaJgB" +settings = Settings() if __name__ == "__main__": ( microphone_input, speaker_output, - ) = create_turn_based_microphone_input_and_speaker_output(use_default_devices=False) + ) = create_turn_based_microphone_input_and_speaker_output( + use_default_devices=False, + ) conversation = TurnBasedConversation( input_device=microphone_input, output_device=speaker_output, - transcriber=WhisperTranscriber(api_key=getenv("OPENAI_API_KEY")), + transcriber=WhisperTranscriber(api_key=settings.openai_api_key), agent=ChatGPTAgent( system_prompt="The AI is having a pleasant conversation about life", initial_message="Hello!", - api_key=getenv("OPENAI_API_KEY"), + api_key=settings.openai_api_key, ), synthesizer=AzureSynthesizer( - api_key=getenv("AZURE_SPEECH_KEY"), - region=getenv("AZURE_SPEECH_REGION"), + api_key=settings.azure_speech_key, + region=settings.azure_speech_region, voice_name="en-US-SteffanNeural", ), - logger=logger, ) print("Starting conversation. Press Ctrl+C to exit.") while True: @@ -68,16 +77,4 @@ if __name__ == "__main__": conversation.end_speech_and_respond() except KeyboardInterrupt: break -``` - -This example demonstrates a turn-based conversation, using a ChatGPT agent for text generation, WhisperTranscriber for speech-to-text, -and AzureSynthesizer for text-to-speech. User interactions trigger the beginning and end of the recording, signaling the system when to listen and when to respond. - -Remember to replace OPENAI_API_KEY and AZURE_SPEECH_KEY with your actual API keys and set the appropriate Azure region. -You can also customize the voice, system prompt, and initial message as needed. - -## React turn-based quickstart - -🚧 Under construction - -If you want to work on a sample react app for this, reach out to us! +``` \ No newline at end of file diff --git a/docs/open-source/using-synthesizers.mdx b/docs/open-source/using-synthesizers.mdx index 99c51eaee7..013ce23729 100644 --- a/docs/open-source/using-synthesizers.mdx +++ b/docs/open-source/using-synthesizers.mdx @@ -16,10 +16,10 @@ Vocode currently supports the following synthesizers: 3. Eleven Labs 4. Rime 5. Play.ht -6. Coqui TTS -7. GTTS (Google Text-to-Speech) -8. Stream Elements -9. Bark +6. GTTS (Google Text-to-Speech) +7. Stream Elements +8. Bark +9. Amazon Polly These synthesizers are defined using their respective configuration classes, which are subclasses of the `SynthesizerConfig` class. @@ -46,6 +46,43 @@ server = InboundCallServer( In this example, the `ElevenLabsSynthesizerConfig.from_telephone_output_device()` method is used to create a configuration object for the Eleven Labs synthesizer. The method hardcodes some values like the `sampling_rate` and `audio_encoding` for compatibility with telephone output devices. +#### ElevenLabs Input Streaming + +You can try out our experimental implementation of ElevenLabs' [input streaming API](https://elevenlabs.io/docs/api-reference/websockets) by passing in `experimental_websocket=True` into the config and using the `ElevenLabsWSSynthesizer`, like: + +```python +from vocode.streaming.synthesizer.eleven_labs_websocket_synthesizer import ElevenLabsWSSynthesizer +from vocode.streaming.models.synthesizer import ElevenLabsSynthesizerConfig + +... +synthesizer_config=ElevenLabsSynthesizerConfig.from_telephone_output_device( + api_key=os.getenv("ELEVENLABS_API_KEY"), + voice_id=os.getenv("YOUR VOICE ID"), + experimental_websocket=True +) +... +synthesizer=ElevenLabsWSSynthesizer(ElevenLabsSynthesizerConfig.from_output_device( + speaker_output, + api_key=os.getenv("ELEVENLABS_API_KEY"), + voice_id=os.getenv("YOUR VOICE ID"), + experimental_websocket=True +)) +... +``` + +#### Play.ht v2 + +We now support Play.ht's new [gRPC streaming API](https://docs.play.ht/reference/python-sdk-audio-streaming), which runs much faster than their HTTP API and is designed for realtime communication. + +```python +... +synthesizer_config=PlayHtSynthesizerConfig.from_telephone_output_device( + api_key=os.getenv("PLAY_HT_API_KEY"), + user_id=os.getenv("PLAY_HT_USER_ID"), +) +... +``` + ### Example 2: Using Azure in StreamingConversation locally ```python @@ -67,22 +104,3 @@ conversation = StreamingConversation( In this example, the `AzureSynthesizerConfig.from_output_device()` method is used to create a configuration object for the Azure synthesizer. The method takes a `speaker_output` object as an argument, and extracts the `sampling_rate` and `audio_encoding` from the output device. - -## When to Use Configs vs. Synthesizer Objects - -- For everything except `StreamingConversation`, you must use configuration objects. -- For `StreamingConversation`, you can use the actual synthesizer object, but you still need to initialize it with a configuration object. - -## Synthesizer Comparisons - -| Provider | Latency | Voice Cloning | Natural Sounding | Notes | -| ----------------- | ------- | ------------- | ---------------- | ----------- | -| Azure (Microsoft) | Low | No | | | -| Google | Low | No | | | -| Eleven Labs | High | Yes | | | -| Rime | Low | No | | | -| Play.ht | High | Yes | | | -| Coqui TTS | | | | Open source | -| GTTS | | | | | -| Stream Elements | | | | | -| Bark | | | | | diff --git a/docs/open-source/using-transcribers.mdx b/docs/open-source/using-transcribers.mdx index 8fdc71f7b2..f4a2724780 100644 --- a/docs/open-source/using-transcribers.mdx +++ b/docs/open-source/using-transcribers.mdx @@ -33,7 +33,7 @@ from vocode.streaming.models.transcriber import DeepgramTranscriberConfig, Punct server = InboundCallServer( ... transcriber_config=DeepgramTranscriberConfig.from_telephone_input_device( - endpointing_config=PunctuationEndpointingConfig() + endpointing_config=DeepgramEndpointingConfig() ), ... ) @@ -56,7 +56,7 @@ async def main(): output_device=speaker_output, transcriber=DeepgramTranscriber( DeepgramTranscriberConfig.from_input_device( - microphone_input, endpointing_config=PunctuationEndpointingConfig() + microphone_input, endpointing_config=DeepgramEndpointingConfig() ) ), ... @@ -66,11 +66,4 @@ async def main(): In this example, the `DeepgramTranscriberConfig.from_input_device()` method is used to create a configuration object for the Deepgram transcriber for use in a local `StreamingConversation`. The method takes a `microphone_input` object as an argument and extracts the `sampling_rate`, `audio_encoding`, and `chunk_size` from the input device. -## Endpointing - -Endpointing is the process of understanding when someone has finished speaking. The `EndpointingConfig` controls how this is done. There are a couple of different ways to configure endpointing: - -- Time-based endpointing: This method considers the speaker to be finished when there is a certain duration of silence. -- Punctuation-based endpointing: This method considers the speaker to be finished when there is a certain duration of silence after a punctuation mark. - -In the first example, the `PunctuationEndpointingConfig` is used to configure the Deepgram transcriber for punctuation-based endpointing. +See [Conversation Mechanics](/open-source/conversation-mechanics) for more information about endpointing. diff --git a/docs/welcome.mdx b/docs/welcome.mdx index e3e41f0bca..c54cb42809 100644 --- a/docs/welcome.mdx +++ b/docs/welcome.mdx @@ -26,7 +26,7 @@ operations flows. Get started with the [Hosted Service](/hosted-quickstart). ## Open Source Library Most of what we build is open source and free to use! Leverage all of the features mentioned in the introduction by taking a look -at our open source repos. Get started with [Open Source](/open-source-quickstart). +at our open source repos. Get started with [Open Source](/open-source-quickstarts). ## Quickstarts @@ -35,9 +35,9 @@ at our open source repos. Get started with [Open Source](/open-source-quickstart Start using the hosted telephony service.

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 Run Vocode self hosted. diff --git a/playground/streaming/synthesizer/synthesize.py b/playground/streaming/synthesizer/synthesize.py index b27153c4b0..086169772f 100644 --- a/playground/streaming/synthesizer/synthesize.py +++ b/playground/streaming/synthesizer/synthesize.py @@ -3,7 +3,7 @@ from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.synthesizer import AzureSynthesizerConfig from vocode.streaming.output_device.base_output_device import BaseOutputDevice -from vocode.streaming.output_device.speaker_output import SpeakerOutput +from vocode.streaming.output_device.blocking_speaker_output import BlockingSpeakerOutput from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer from vocode.streaming.utils import get_chunk_size_per_second @@ -58,7 +58,8 @@ async def speak( return message_sent, cut_off async def main(): - speaker_output = SpeakerOutput.from_default_device() + speaker_output = BlockingSpeakerOutput.from_default_device() + speaker_output.start() synthesizer = AzureSynthesizer(AzureSynthesizerConfig.from_output_device(speaker_output)) try: while True: diff --git a/quickstarts/streaming_conversation.py b/quickstarts/streaming_conversation.py index 9a482299fc..54d774f665 100644 --- a/quickstarts/streaming_conversation.py +++ b/quickstarts/streaming_conversation.py @@ -49,7 +49,6 @@ async def main(): speaker_output, ) = create_streaming_microphone_input_and_speaker_output( use_default_devices=False, - use_blocking_speaker_output=True, # this moves the playback to a separate thread, set to False to use the main thread ) conversation = StreamingConversation( diff --git a/tests/fakedata/conversation.py b/tests/fakedata/conversation.py index c538b45aef..25344a006b 100644 --- a/tests/fakedata/conversation.py +++ b/tests/fakedata/conversation.py @@ -26,6 +26,7 @@ ) DEFAULT_SYNTHESIZER_CONFIG = PlayHtSynthesizerConfig( + voice_id="test_voice_id", sampling_rate=DEFAULT_SAMPLING_RATE, audio_encoding=AudioEncoding.MULAW, ) diff --git a/vocode/__init__.py b/vocode/__init__.py index c895c2e458..c0c7c06126 100644 --- a/vocode/__init__.py +++ b/vocode/__init__.py @@ -83,4 +83,5 @@ def getenv(key, default=None): ContextVar("conversation_id", default=None), ) sentry_span_tags: ContextWrapper = ContextWrapper(ContextVar("sentry_span_tags", default=None)) +sentry_transaction = ContextWrapper(ContextVar("sentry_transaction", default=None)) get_serialized_ctx_wrappers = ContextWrapper.serialize_instances diff --git a/vocode/helpers.py b/vocode/helpers.py index c7088f64d4..29727eb927 100644 --- a/vocode/helpers.py +++ b/vocode/helpers.py @@ -10,7 +10,6 @@ from vocode.streaming.output_device.blocking_speaker_output import ( BlockingSpeakerOutput as BlockingStreamingSpeakerOutput, ) -from vocode.streaming.output_device.speaker_output import SpeakerOutput as StreamingSpeakerOutput from vocode.turn_based.input_device.microphone_input import ( MicrophoneInput as TurnBasedMicrophoneInput, ) @@ -31,15 +30,10 @@ def create_streaming_microphone_input_and_speaker_output( output_device_name: Optional[str] = None, mic_sampling_rate=None, speaker_sampling_rate=None, - use_blocking_speaker_output=False, ): return _create_microphone_input_and_speaker_output( microphone_class=StreamingMicrophoneInput, - speaker_class=( - BlockingStreamingSpeakerOutput - if use_blocking_speaker_output - else StreamingSpeakerOutput - ), + speaker_class=(BlockingStreamingSpeakerOutput), use_default_devices=use_default_devices, input_device_name=input_device_name, output_device_name=output_device_name, @@ -70,7 +64,6 @@ def _create_microphone_input_and_speaker_output( microphone_class: typing.Type[Union[StreamingMicrophoneInput, TurnBasedMicrophoneInput]], speaker_class: typing.Type[ Union[ - StreamingSpeakerOutput, BlockingStreamingSpeakerOutput, TurnBasedSpeakerOutput, ] @@ -83,7 +76,7 @@ def _create_microphone_input_and_speaker_output( ) -> Union[ Tuple[ StreamingMicrophoneInput, - Union[StreamingSpeakerOutput, BlockingStreamingSpeakerOutput], + BlockingStreamingSpeakerOutput, ], Tuple[TurnBasedMicrophoneInput, TurnBasedSpeakerOutput], ]: diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index 6820543c2d..f1c8c01cbd 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -170,18 +170,17 @@ def override_voice_id_with_prompt(cls, voice_id, values): return voice_id or COQUI_DEFAULT_SPEAKER_ID -PLAYHT_DEFAULT_VOICE_ID = "larry" PlayHtVoiceVersionType = Literal["1", "2"] class PlayHtSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.PLAY_HT.value): # type: ignore + voice_id: str api_key: Optional[str] = None user_id: Optional[str] = None speed: Optional[float] = None seed: Optional[int] = None temperature: Optional[float] = None quality: Optional[str] = None - voice_id: str = PLAYHT_DEFAULT_VOICE_ID experimental_streaming: bool = False version: Literal[PlayHtVoiceVersionType] = "2" top_p: Optional[float] = None @@ -229,8 +228,8 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value sampling_rate: int = DEFAULT_POLLY_SAMPLING_RATE -DEFAULT_CARTESIA_MODEL_ID = 'upbeat-moon' -DEFAULT_CARTESIA_VOICE_ID = '5345cf08-6f37-424d-a5d9-8ae1101b9377' +DEFAULT_CARTESIA_MODEL_ID = "upbeat-moon" +DEFAULT_CARTESIA_VOICE_ID = "5345cf08-6f37-424d-a5d9-8ae1101b9377" class CartesiaSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.CARTESIA.value): # type: ignore diff --git a/vocode/streaming/output_device/blocking_speaker_output.py b/vocode/streaming/output_device/blocking_speaker_output.py index ba1515d9c1..99fdcd5593 100644 --- a/vocode/streaming/output_device/blocking_speaker_output.py +++ b/vocode/streaming/output_device/blocking_speaker_output.py @@ -54,3 +54,10 @@ def terminate(self): self._ended = True ThreadAsyncWorker.terminate(self) self.stream.close() + + @classmethod + def from_default_device( + cls, + **kwargs, + ): + return cls(sd.query_devices(kind="output"), **kwargs) diff --git a/vocode/streaming/output_device/speaker_output.py b/vocode/streaming/output_device/speaker_output.py index 543dbbfb0c..34d8be0092 100644 --- a/vocode/streaming/output_device/speaker_output.py +++ b/vocode/streaming/output_device/speaker_output.py @@ -7,6 +7,8 @@ from .base_output_device import BaseOutputDevice from vocode.streaming.models.audio import AudioEncoding +raise DeprecationWarning("Use BlockingSpeakerOutput instead") + class SpeakerOutput(BaseOutputDevice): DEFAULT_SAMPLING_RATE = 44100 diff --git a/vocode/streaming/output_device/vonage_output_device.py b/vocode/streaming/output_device/vonage_output_device.py index 6466303226..34a03c747e 100644 --- a/vocode/streaming/output_device/vonage_output_device.py +++ b/vocode/streaming/output_device/vonage_output_device.py @@ -4,7 +4,7 @@ from fastapi import WebSocket from vocode.streaming.output_device.base_output_device import BaseOutputDevice -from vocode.streaming.output_device.speaker_output import SpeakerOutput +from vocode.streaming.output_device.blocking_speaker_output import BlockingSpeakerOutput from vocode.streaming.telephony.constants import ( PCM_SILENCE_BYTE, VONAGE_AUDIO_ENCODING, @@ -27,7 +27,7 @@ def __init__( self.process_task = asyncio_create_task_with_done_error_log(self.process()) self.output_to_speaker = output_to_speaker if output_to_speaker: - self.output_speaker = SpeakerOutput.from_default_device( + self.output_speaker = BlockingSpeakerOutput.from_default_device( sampling_rate=VONAGE_SAMPLING_RATE, blocksize=VONAGE_CHUNK_SIZE // 2 ) diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index 8e47980166..aadf6bfa6c 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -421,7 +421,7 @@ async def process(self, item: InterruptibleAgentResponseEvent[AgentResponse]): if self.last_agent_response_tracker is not None: await self.last_agent_response_tracker.wait() item.agent_response_tracker.set() - await self.conversation.mark_terminated(bot_disconnect=True) + self.conversation.mark_terminated(bot_disconnect=True) return agent_response_message = typing.cast(AgentResponseMessage, agent_response) @@ -747,7 +747,7 @@ async def send_initial_message( async def action_on_idle(self): logger.debug("Conversation idle for too long, terminating") - await self.mark_terminated(bot_disconnect=True) + self.mark_terminated(bot_disconnect=True) return async def check_for_idle(self): @@ -961,11 +961,11 @@ async def get_chunks( synthesis_result.synthesis_total_span.finish() return message_sent, cut_off - async def mark_terminated(self, bot_disconnect: bool = False): + def mark_terminated(self, bot_disconnect: bool = False): self.active = False async def terminate(self): - await self.mark_terminated() + self.mark_terminated() self.broadcast_interrupt() self.events_manager.publish_event( TranscriptCompleteEvent( diff --git a/vocode/streaming/telephony/server/router/calls.py b/vocode/streaming/telephony/server/router/calls.py index 486b697a3b..525096945e 100644 --- a/vocode/streaming/telephony/server/router/calls.py +++ b/vocode/streaming/telephony/server/router/calls.py @@ -2,6 +2,7 @@ from fastapi import APIRouter, HTTPException, WebSocket from loguru import logger +import sentry_sdk from vocode.streaming.agent.abstract_factory import AbstractAgentFactory from vocode.streaming.agent.default_factory import DefaultAgentFactory @@ -22,6 +23,7 @@ from vocode.streaming.transcriber.default_factory import DefaultTranscriberFactory from vocode.streaming.utils.base_router import BaseRouter from vocode.streaming.utils.events_manager import EventsManager +from vocode import sentry_transaction class CallsRouter(BaseRouter): @@ -96,25 +98,27 @@ def _from_call_config( raise ValueError(f"Unknown call config type {call_config.type}") async def connect_call(self, websocket: WebSocket, id: str): - await websocket.accept() - logger.debug("Phone WS connection opened for chat {}".format(id)) - call_config = await self.config_manager.get_config(id) - if not call_config: - raise HTTPException(status_code=400, detail="No active phone call") + with sentry_sdk.start_transaction(op="connect_call") as sentry_txn: + sentry_transaction.set(sentry_txn) + await websocket.accept() + logger.debug("Phone WS connection opened for chat {}".format(id)) + call_config = await self.config_manager.get_config(id) + if not call_config: + raise HTTPException(status_code=400, detail="No active phone call") - phone_conversation = self._from_call_config( - base_url=self.base_url, - call_config=call_config, - config_manager=self.config_manager, - conversation_id=id, - transcriber_factory=self.transcriber_factory, - agent_factory=self.agent_factory, - synthesizer_factory=self.synthesizer_factory, - events_manager=self.events_manager, - ) + phone_conversation = self._from_call_config( + base_url=self.base_url, + call_config=call_config, + config_manager=self.config_manager, + conversation_id=id, + transcriber_factory=self.transcriber_factory, + agent_factory=self.agent_factory, + synthesizer_factory=self.synthesizer_factory, + events_manager=self.events_manager, + ) - await phone_conversation.attach_ws_and_start(websocket) - logger.debug("Phone WS connection closed for chat {}".format(id)) + await phone_conversation.attach_ws_and_start(websocket) + logger.debug("Phone WS connection closed for chat {}".format(id)) def get_router(self) -> APIRouter: return self.router diff --git a/vocode/utils/sentry_utils.py b/vocode/utils/sentry_utils.py index 74da6a1f5a..5514a2c0d3 100644 --- a/vocode/utils/sentry_utils.py +++ b/vocode/utils/sentry_utils.py @@ -5,7 +5,7 @@ from loguru import logger from sentry_sdk.tracing import Span, Transaction, _SpanRecorder -from vocode import get_serialized_ctx_wrappers +from vocode import get_serialized_ctx_wrappers, sentry_transaction if TYPE_CHECKING: from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer @@ -163,8 +163,8 @@ def set_tags(span: Span) -> Span: @sentry_configured def get_span_by_op(op_value): - transaction: Transaction = sentry_sdk.Hub.current.scope.transaction - if transaction is not None: + transaction: Transaction = sentry_sdk.Hub.current.scope.transaction or sentry_transaction.value + if transaction is not None and transaction._span_recorder is not None: # Probably not great accessing an internal variable but transaction spans aren't # exposed publicly so it is what it is. span_matches = [ @@ -180,18 +180,25 @@ def get_span_by_op(op_value): return set_tags(most_recent_span) else: # If no span with the matching op was found - logger.error(f"No span found with op '{op_value}'.") + logger.warning(f"No span found with op '{op_value}'.") return None else: - logger.debug("No active transaction found.") + if transaction and transaction._span_recorder is None: + logger.warning(f"Transaction Span Recorder Missing -- {transaction}") + else: + logger.warning("No active transaction found.") return None @sentry_configured def complete_span_by_op(op_value): - span = get_span_by_op(op_value) + try: + span = get_span_by_op(op_value) + except Exception as e: + logger.error(f"Error getting span by op '{op_value}': {e}") + return None if span is None: - logger.error(f"No span found with op '{op_value}'.") + logger.warning(f"No span found with op '{op_value}'.") return None span.finish() From c4a47dce804d05a4300b16b19e5a47b34a7efd6d Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 14 Jun 2024 16:25:16 -0700 Subject: [PATCH 076/148] 0.1.112 prerelease (#557) * bump for prerelease * bumps to 0.1.112 --- apps/client_backend/Dockerfile | 2 +- apps/client_backend/README.md | 29 +- apps/client_backend/poetry.lock | 1245 +++++++++++------------- apps/client_backend/pyproject.toml | 6 +- apps/telephony_app/Dockerfile | 2 +- apps/telephony_app/poetry.lock | 1259 +++++++++++-------------- apps/telephony_app/pyproject.toml | 7 +- docs/open-source/react-quickstart.mdx | 16 +- docs/open-source/telephony.mdx | 2 + poetry.lock | 147 +-- pyproject.toml | 2 +- 11 files changed, 1219 insertions(+), 1498 deletions(-) diff --git a/apps/client_backend/Dockerfile b/apps/client_backend/Dockerfile index 87c26c8abe..523412a594 100644 --- a/apps/client_backend/Dockerfile +++ b/apps/client_backend/Dockerfile @@ -1,4 +1,4 @@ -FROM python:3.9-bullseye +FROM python:3.11-bullseye # get portaudio and ffmpeg RUN apt-get update \ diff --git a/apps/client_backend/README.md b/apps/client_backend/README.md index caefd280d1..29324ea4f9 100644 --- a/apps/client_backend/README.md +++ b/apps/client_backend/README.md @@ -1,34 +1,9 @@ # client_backend -## Docker - -1. Set up the configuration for your agent in `main.py`. -2. Set up an .env file using the template - -``` -cp .env.template .env -``` - -Fill in your API keys into .env - -3. Build the Docker image - -```bash -docker build -t vocode-client-backend . -``` - -4. Run the image and forward the port. - -```bash -docker run --env-file=.env -p 3000:3000 -t vocode-client-backend -``` - -Now you have a client backend hosted at localhost:3000 to pass into the Vocode React SDK. You'll likely need to tunnel port 3000 to ngrok / host your server in order to use it in the React SDK. - -## Non-docker setup - `main.py` just sets up a FastAPI server, so you can just run it with uvicorn: ``` uvicorn main:app ``` + +Note: building this with Docker is currently broken in 0.1.112 - we're planning an overhaul here, stay tuned! diff --git a/apps/client_backend/poetry.lock b/apps/client_backend/poetry.lock index 914efb029a..924292092a 100644 --- a/apps/client_backend/poetry.lock +++ b/apps/client_backend/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. [[package]] name = "aiohttp" @@ -136,12 +136,13 @@ files = [ [[package]] name = "anthropic" -version = "0.28.0" +version = "0.28.1" description = "The official Python library for the anthropic API" optional = false python-versions = ">=3.7" files = [ - {file = "anthropic-0.28.0-py3-none-any.whl", hash = "sha256:2b620b21aee3d20c5d8005483c34df239d53ae895687113b26b8a36892a7e20f"}, + {file = "anthropic-0.28.1-py3-none-any.whl", hash = "sha256:c4773ae2b42951a6b747bed328b0d03fa412938c95c3a8b9dce70d69badb710b"}, + {file = "anthropic-0.28.1.tar.gz", hash = "sha256:e3a6d595bde241141bdc685edc393903ec95c7fa378013a71186cfb8f32b1793"}, ] [package.dependencies] @@ -178,24 +179,6 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] trio = ["trio (>=0.23)"] -[[package]] -name = "asttokens" -version = "2.4.1" -description = "Annotate AST trees with source code positions" -optional = false -python-versions = "*" -files = [ - {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"}, - {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"}, -] - -[package.dependencies] -six = ">=1.12.0" - -[package.extras] -astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"] -test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"] - [[package]] name = "async-timeout" version = "4.0.3" @@ -228,17 +211,17 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p [[package]] name = "azure-cognitiveservices-speech" -version = "1.37.0" +version = "1.38.0" description = "Microsoft Cognitive Services Speech SDK for Python" optional = false python-versions = ">=3.7" files = [ - {file = 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"websockets" version = "12.0" @@ -3992,20 +3881,20 @@ multidict = ">=4.0" [[package]] name = "zipp" -version = "3.19.0" +version = "3.19.2" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.19.0-py3-none-any.whl", hash = "sha256:96dc6ad62f1441bcaccef23b274ec471518daf4fbbc580341204936a5a3dddec"}, - {file = "zipp-3.19.0.tar.gz", hash = "sha256:952df858fb3164426c976d9338d3961e8e8b3758e2e059e0f754b8c4262625ee"}, + {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"}, + {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest 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b/apps/telephony_app/pyproject.toml @@ -6,12 +6,13 @@ authors = ["Your Name "] readme = "README.md" [tool.poetry.dependencies] -python = ">=3.9,<3.12" +python = ">=3.10,<3.12" pyngrok = "^7.1.6" python-dotenv = "^1.0.1" -vocode = { path = "../..", extras = [ +azure-cognitiveservices-speech = "^1.38.0" +vocode = { version = "0.1.112", extras = [ "all", -], develop = true, python = ">=3.11,<3.12" } +]} [build-system] diff --git a/docs/open-source/react-quickstart.mdx b/docs/open-source/react-quickstart.mdx index 08f89cf6ee..c90f6921fb 100644 --- a/docs/open-source/react-quickstart.mdx +++ b/docs/open-source/react-quickstart.mdx @@ -38,8 +38,17 @@ AZURE_SPEECH_KEY= AZURE_SPEECH_REGION= ``` +### Running with Python + +``` +pip3 install vocode +uvicorn main:app --port 3000 +``` + ### Running with Docker +Note: this is currently broken in 0.1.112 - we're planning an overhaul here, stay tuned! + From the `client_backend` directory: ``` @@ -47,13 +56,6 @@ docker build -t vocode-client-backend . docker run --env-file=.env -p 3000:3000 -t vocode-client-backend ``` -### Running with Python - -``` -pip3 install vocode -uvicorn main:app --port 3000 -``` - You now have a server with a Vocode websocket route at localhost:3000! You can now use the `useConversation` hook with your self-hosted backend as follows: ```typescript diff --git a/docs/open-source/telephony.mdx b/docs/open-source/telephony.mdx index 6537e1e3b5..cd0c5e9734 100644 --- a/docs/open-source/telephony.mdx +++ b/docs/open-source/telephony.mdx @@ -58,6 +58,8 @@ Pick one of these two ways to run the server: 1. Run everything with Docker, 2. ### Option 1: Run everything With Docker +Note: Support for the Azure synthesizer is currently broken in the current base Docker Python image. + 1. Build the telephony app Docker image. From the `telephony_app` directory, run: ```bash diff --git a/poetry.lock b/poetry.lock index c1b8234c67..dc2856dc5d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -151,12 +151,13 @@ files = [ [[package]] name = "anthropic" -version = "0.28.0" +version = "0.28.1" description = "The official Python library for the anthropic API" optional = false python-versions = ">=3.7" files = [ - {file = "anthropic-0.28.0-py3-none-any.whl", hash = "sha256:2b620b21aee3d20c5d8005483c34df239d53ae895687113b26b8a36892a7e20f"}, + {file = "anthropic-0.28.1-py3-none-any.whl", hash = "sha256:c4773ae2b42951a6b747bed328b0d03fa412938c95c3a8b9dce70d69badb710b"}, + {file = "anthropic-0.28.1.tar.gz", hash = "sha256:e3a6d595bde241141bdc685edc393903ec95c7fa378013a71186cfb8f32b1793"}, ] [package.dependencies] @@ -1313,13 +1314,13 @@ socks = ["socksio (==1.*)"] [[package]] name = "huggingface-hub" -version = "0.23.3" +version = "0.23.4" description = "Client library to download and publish models, datasets and other 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a/README.md b/README.md index c0faea62ae..ff27689007 100644 --- a/README.md +++ b/README.md @@ -65,7 +65,7 @@ We'd love to talk to you on [Discord](https://discord.gg/NaU4mMgcnC) about new i # 🚀 Quickstart ```bash -pip install 'vocode' +pip install vocode ``` ```python From b44134cfc1e60607d7f7b5808fe5ab2efacb77de Mon Sep 17 00:00:00 2001 From: rjheeta Date: Sun, 16 Jun 2024 13:37:32 -0400 Subject: [PATCH 078/148] extend transfer call to optionally pass the phone number dynamically (#561) * extend transfer call to optionally pass the phone number dynamically * fixed linting errors and improved abstraction with get_phone_number * fixed the transfer_call tests to work with new changes --- tests/streaming/action/test_transfer_call.py | 8 ++-- vocode/streaming/action/transfer_call.py | 48 ++++++++++++++++---- 2 files changed, 43 insertions(+), 13 deletions(-) diff --git a/tests/streaming/action/test_transfer_call.py b/tests/streaming/action/test_transfer_call.py index 59c6ea35ce..afa3f932f0 100644 --- a/tests/streaming/action/test_transfer_call.py +++ b/tests/streaming/action/test_transfer_call.py @@ -9,7 +9,7 @@ from tests.fakedata.id import generate_uuid from vocode.streaming.action.transfer_call import ( - TransferCallParameters, + TransferCallEmptyParameters, TransferCallVocodeActionConfig, TwilioTransferCall, VonageTransferCall, @@ -95,7 +95,7 @@ async def test_twilio_transfer_call_succeeds( action_input = TwilioPhoneConversationActionInput( action_config=TransferCallVocodeActionConfig(phone_number=TRANSFER_PHONE_NUMBER), conversation_id=conversation_id, - params=TransferCallParameters(), + params=TransferCallEmptyParameters(), twilio_sid=twilio_sid, user_message_tracker=user_message_tracker, ) @@ -155,7 +155,7 @@ async def test_twilio_transfer_call_fails_if_interrupted( action_input = TwilioPhoneConversationActionInput( action_config=TransferCallVocodeActionConfig(phone_number=TRANSFER_PHONE_NUMBER), conversation_id=conversation_id, - params=TransferCallParameters(), + params=TransferCallEmptyParameters(), twilio_sid="twilio_sid", user_message_tracker=user_message_tracker, ) @@ -202,7 +202,7 @@ async def test_vonage_transfer_call_inbound( action_input = VonagePhoneConversationActionInput( action_config=TransferCallVocodeActionConfig(phone_number=transfer_phone_number), conversation_id=conversation_id, - params=TransferCallParameters(), + params=TransferCallEmptyParameters(), vonage_uuid=str(vonage_uuid), user_message_tracker=user_message_tracker, ) diff --git a/vocode/streaming/action/transfer_call.py b/vocode/streaming/action/transfer_call.py index f78fcea654..48500ae97f 100644 --- a/vocode/streaming/action/transfer_call.py +++ b/vocode/streaming/action/transfer_call.py @@ -1,7 +1,7 @@ -from typing import Literal, Type +from typing import Literal, Type, Optional, Union, get_args from loguru import logger -from pydantic.v1 import BaseModel +from pydantic.v1 import BaseModel, Field from vocode.streaming.action.phone_call_action import ( TwilioPhoneConversationAction, @@ -17,19 +17,35 @@ ) -class TransferCallParameters(BaseModel): +class TransferCallEmptyParameters(BaseModel): pass +class TransferCallRequiredParameters(BaseModel): + phone_number: str = Field(..., description="The phone number to transfer the call to") + + +TransferCallParameters = Union[TransferCallEmptyParameters, TransferCallRequiredParameters] + + class TransferCallResponse(BaseModel): success: bool class TransferCallVocodeActionConfig(VocodeActionConfig, type="action_transfer_call"): # type: ignore - phone_number: str + phone_number: Optional[str] = Field(None, description="The phone number to transfer the call to") + + def get_phone_number(self, input: ActionInput) -> str: + if isinstance(input.params, TransferCallRequiredParameters): + return input.params.phone_number + elif isinstance(input.params, TransferCallEmptyParameters): + assert self.phone_number, "phone number must be set" + return self.phone_number + else: + raise TypeError("Invalid input params type") def action_attempt_to_string(self, input: ActionInput) -> str: - assert isinstance(input.params, TransferCallParameters) + assert isinstance(input.params, get_args(TransferCallParameters)) return f"Attempting to transfer call to {self.phone_number}" def action_result_to_string(self, input: ActionInput, output: ActionOutput) -> str: @@ -53,10 +69,16 @@ class TwilioTransferCall( ] ): description: str = FUNCTION_DESCRIPTION - parameters_type: Type[TransferCallParameters] = TransferCallParameters response_type: Type[TransferCallResponse] = TransferCallResponse conversation_state_manager: TwilioPhoneConversationStateManager + @property + def parameters_type(self) -> Type[TransferCallParameters]: + if self.action_config.phone_number: + return TransferCallEmptyParameters + else: + return TransferCallRequiredParameters + def __init__( self, action_config: TransferCallVocodeActionConfig, @@ -93,7 +115,8 @@ async def run( ) -> ActionOutput[TransferCallResponse]: twilio_call_sid = self.get_twilio_sid(action_input) - sanitized_phone_number = sanitize_phone_number(self.action_config.phone_number) + phone_number = self.action_config.get_phone_number(action_input) + sanitized_phone_number = sanitize_phone_number(phone_number) if action_input.user_message_tracker is not None: await action_input.user_message_tracker.wait() @@ -121,10 +144,16 @@ class VonageTransferCall( ] ): description: str = FUNCTION_DESCRIPTION - parameters_type: Type[TransferCallParameters] = TransferCallParameters response_type: Type[TransferCallResponse] = TransferCallResponse conversation_state_manager: VonagePhoneConversationStateManager + @property + def parameters_type(self) -> Type[TransferCallParameters]: + if self.action_config.phone_number: + return TransferCallEmptyParameters + else: + return TransferCallRequiredParameters + def __init__(self, action_config: TransferCallVocodeActionConfig): super().__init__( action_config, @@ -140,7 +169,8 @@ async def run( await action_input.user_message_tracker.wait() self.conversation_state_manager.mute_agent() - sanitized_phone_number = sanitize_phone_number(self.action_config.phone_number) + phone_number = self.action_config.get_phone_number(action_input) + sanitized_phone_number = sanitize_phone_number(phone_number) if self.conversation_state_manager.get_direction() == "outbound": agent_phone_number = self.conversation_state_manager.get_from_phone() From d854abf18887d65df20ee58fd9e48fd3f384badd Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Mon, 17 Jun 2024 09:32:01 -0700 Subject: [PATCH 079/148] Langchain agent with custom chains (#559) * langchain agent with factory and custom chains (#22) * update poetry.lock --- poetry.lock | 438 +++++++++++++++++++++- pyproject.toml | 15 +- vocode/streaming/agent/anthropic_utils.py | 9 + vocode/streaming/agent/langchain_agent.py | 133 +++++++ vocode/streaming/models/agent.py | 8 + 5 files changed, 585 insertions(+), 18 deletions(-) create mode 100644 vocode/streaming/agent/langchain_agent.py diff --git a/poetry.lock b/poetry.lock index dc2856dc5d..2d6cf8ea24 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiohttp" @@ -655,6 +655,17 @@ files = [ marshmallow = ">=3.18.0,<4.0.0" typing-inspect = ">=0.4.0,<1" +[[package]] +name = "defusedxml" +version = "0.7.1" +description = "XML bomb protection for Python stdlib modules" +optional = true +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +files = [ + {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"}, + {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"}, +] + [[package]] name = "deprecated" version = "1.2.14" @@ -703,6 +714,17 @@ idna = ["idna (>=3.6)"] trio = ["trio (>=0.23)"] wmi = ["wmi (>=1.5.1)"] +[[package]] +name = "docstring-parser" +version = "0.16" +description = "Parse Python docstrings in reST, Google and Numpydoc format" +optional = true +python-versions = ">=3.6,<4.0" +files = [ + {file = "docstring_parser-0.16-py3-none-any.whl", hash = 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+description = "Python 2 and 3 compatibility utilities" +optional = true +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" +files = [ + {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, + {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, +] + [[package]] name = "sniffio" version = "1.3.1" @@ -4240,8 +4649,9 @@ doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linke test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [extras] -all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "langchain", "langchain-community", "miniaudio", "nltk", "pvkoala", "pydub", "twilio", "vonage"] -misc = ["langchain", "langchain-community"] +all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "langchain", "langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "miniaudio", "nltk", "pvkoala", "pydub", "twilio", "vonage"] +langchain = ["langchain", "langchain-community"] +langchain-extras = ["langchain-anthropic", "langchain-google-vertexai", "langchain-openai"] synthesizers = ["cartesia", "google-cloud-texttospeech", "miniaudio", "pvkoala", "pydub"] telephony = ["twilio", "vonage"] transcribers = ["google-cloud-speech"] @@ -4249,4 +4659,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<4.0" -content-hash = "6a94ac4f14452e6e73f6d5984455bf7935a15f6812dfe6214a38ebd1be30adb9" +content-hash = "4c4b13856a4fa064b4a38e929d5beccd8dde7ded344a8a352527c85149a547dd" diff --git a/pyproject.toml b/pyproject.toml index 835e92bef5..d9af386d20 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -49,9 +49,12 @@ google-cloud-speech = { version = "^2.26.0", optional = true } twilio = { version = "^9.1.0", optional = true } vonage = { version = "^3.14.0", optional = true } -# Misc -langchain = { version = "^0.2.1", optional = true } -langchain-community = { version = "^0.2.1", optional = true } +# Langchain +langchain = { version = "^0.2.3", optional = true } +langchain-community = { version = "^0.2.4", optional = true } +langchain-openai = { version = "^0.1.8", optional = true } +langchain-anthropic = { version = "^0.1.15", optional = true } +langchain-google-vertexai = { version = "^1.0.5", optional = true } [tool.poetry.group.lint.dependencies] @@ -86,7 +89,8 @@ synthesizers = [ ] transcribers = ["google-cloud-speech"] telephony = ["twilio", "vonage"] -misc = ["langchain", "langchain-community"] +langchain = ["langchain", "langchain-community"] +langchain-extras = ["langchain-openai", "langchain-anthropic", "langchain-google-vertexai"] all = [ "google-cloud-texttospeech", "miniaudio", @@ -98,6 +102,9 @@ all = [ "vonage", "langchain", "langchain-community", + "langchain-openai", + "langchain-anthropic", + "langchain-google-vertexai", "cartesia" ] diff --git a/vocode/streaming/agent/anthropic_utils.py b/vocode/streaming/agent/anthropic_utils.py index 2a2e131d2d..54cefa972c 100644 --- a/vocode/streaming/agent/anthropic_utils.py +++ b/vocode/streaming/agent/anthropic_utils.py @@ -27,3 +27,12 @@ def format_anthropic_chat_messages_from_transcript( {"role": "assistant", "content": "BOT:"}, ] # TODO: reliably count tokens of Anthropic messages so that we don't exceed the context window + +def merge_bot_messages_for_langchain(messages: list[tuple]) -> list[tuple]: + merged_messages: list[tuple] = [] + for role, message in messages: + if role == "ai" and merged_messages and merged_messages[-1][0] == "ai": + merged_messages[-1] = ("ai", merged_messages[-1][1] + message) + else: + merged_messages.append((role, message)) + return merged_messages \ No newline at end of file diff --git a/vocode/streaming/agent/langchain_agent.py b/vocode/streaming/agent/langchain_agent.py new file mode 100644 index 0000000000..9daa426caa --- /dev/null +++ b/vocode/streaming/agent/langchain_agent.py @@ -0,0 +1,133 @@ +from typing import AsyncGenerator, AsyncIterator, Optional + +import sentry_sdk +from loguru import logger + +from langchain_core.messages.base import BaseMessage as LangchainBaseMessage +from langchain_core.prompts import ChatPromptTemplate +from langchain_core.runnables.base import Runnable +from langchain.chat_models import init_chat_model + +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.action.default_factory import DefaultActionFactory +from vocode.streaming.agent.anthropic_utils import merge_bot_messages_for_langchain +from vocode.streaming.agent.base_agent import GeneratedResponse, RespondAgent, StreamedResponse +from vocode.streaming.agent.streaming_utils import collate_response_async, stream_response_async +from vocode.streaming.models.agent import LangchainAgentConfig +from vocode.streaming.models.events import Sender +from vocode.streaming.models.message import BaseMessage, LLMToken +from vocode.streaming.models.transcript import Message +from vocode.utils.sentry_utils import CustomSentrySpans, sentry_create_span + + +class LangchainAgent(RespondAgent[LangchainAgentConfig]): + + def __init__( + self, + agent_config: LangchainAgentConfig, + action_factory: AbstractActionFactory = DefaultActionFactory(), + chain: Optional[Runnable] = None, + **kwargs, + ): + super().__init__( + agent_config=agent_config, + action_factory=action_factory, + **kwargs, + ) + self.chain = chain if chain else self.create_chain() + + def create_chain(self): + model = init_chat_model(model = self.agent_config.model_name, model_provider=self.agent_config.provider, temperature=self.agent_config.temperature, max_tokens=self.agent_config.max_tokens) + messages_for_prompt_template = [ + ("placeholder", "{chat_history}") + ] + if self.agent_config.prompt_preamble: + messages_for_prompt_template.insert(0, ("system", self.agent_config.prompt_preamble)) + prompt_template = ChatPromptTemplate.from_messages(messages_for_prompt_template) + chain = prompt_template | model + return chain + + async def token_generator( + self, + gen: AsyncIterator[LangchainBaseMessage], + ) -> AsyncGenerator[str, None]: + async for chunk in gen: + if isinstance(chunk.content, str): + yield chunk.content + else: + raise ValueError(f"Received unexpected message type {type(chunk)} from Langchain. Expected str.") + + def format_langchain_messages_from_transcript(self) -> list[tuple]: + if not self.transcript: + raise ValueError("A transcript is not attached to the agent") + messages = [] + for event_log in self.transcript.event_logs: + if isinstance(event_log, Message): + messages.append( + ("ai" if event_log.sender == Sender.BOT else "human", event_log.to_string(include_sender=False)) + ) + else: + raise ValueError(f"Invalid event log type {type(event_log)}. Langchain currently only supports human and bot messages") + + if self.agent_config.provider == "anthropic": + messages = merge_bot_messages_for_langchain(messages) + + return messages + + async def generate_response( + self, + human_input, + conversation_id: str, + is_interrupt: bool = False, + bot_was_in_medias_res: bool = False, + ) -> AsyncGenerator[GeneratedResponse, None]: + if not self.transcript: + raise ValueError("A transcript is not attached to the agent") + try: + first_sentence_total_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.LLM_FIRST_SENTENCE_TOTAL + ) + + ttft_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.TIME_TO_FIRST_TOKEN + ) + stream = self.chain.astream({"chat_history": self.format_langchain_messages_from_transcript()}) + except Exception as e: + logger.error( + f"Error while hitting Langchain", + exc_info=True, + ) + raise e + + response_generator = collate_response_async + + using_input_streaming_synthesizer = ( + self.conversation_state_manager.using_input_streaming_synthesizer() + ) + if using_input_streaming_synthesizer: + response_generator = stream_response_async + async for message in response_generator( + conversation_id=conversation_id, + gen=self.token_generator( + stream, + ), + sentry_span=ttft_span, + ): + if first_sentence_total_span: + first_sentence_total_span.finish() + + ResponseClass = ( + StreamedResponse if using_input_streaming_synthesizer else GeneratedResponse + ) + MessageType = LLMToken if using_input_streaming_synthesizer else BaseMessage + + if isinstance(message, str): + yield ResponseClass( + message=MessageType(text=message), + is_interruptible=True, + ) + else: + yield ResponseClass( + message=message, + is_interruptible=True, + ) diff --git a/vocode/streaming/models/agent.py b/vocode/streaming/models/agent.py index 7e5a3e6bae..26e5165f1b 100644 --- a/vocode/streaming/models/agent.py +++ b/vocode/streaming/models/agent.py @@ -48,6 +48,7 @@ class AgentType(str, Enum): RESTFUL_USER_IMPLEMENTED = "agent_restful_user_implemented" WEBSOCKET_USER_IMPLEMENTED = "agent_websocket_user_implemented" ACTION = "agent_action" + LANGCHAIN = "agent_langchain" class FillerAudioConfig(BaseModel): @@ -130,6 +131,13 @@ class AnthropicAgentConfig(AgentConfig, type=AgentType.ANTHROPIC.value): # type model_name: str = CHAT_ANTHROPIC_DEFAULT_MODEL_NAME max_tokens: int = LLM_AGENT_DEFAULT_MAX_TOKENS temperature: float = LLM_AGENT_DEFAULT_TEMPERATURE + +class LangchainAgentConfig(AgentConfig, type=AgentType.LANGCHAIN.value): # type: ignore + prompt_preamble: str + model_name: str + provider: str + temperature: float = LLM_AGENT_DEFAULT_TEMPERATURE + max_tokens: int = LLM_AGENT_DEFAULT_MAX_TOKENS class ChatVertexAIAgentConfig(AgentConfig, type=AgentType.CHAT_VERTEX_AI.value): # type: ignore From 286b6e71b5e03c6442230bc619d1766f4244cd8d Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 17 Jun 2024 16:34:36 -0700 Subject: [PATCH 080/148] fix barebones deps (#563) * fix barebones deps * remove prints * restore support for azure on docker * fix quickstarts and bump to 0.1.113 --- README.md | 1 + apps/client_backend/README.md | 29 +- apps/client_backend/poetry.lock | 854 +---------------- apps/client_backend/pyproject.toml | 4 +- apps/telephony_app/poetry.lock | 874 +----------------- apps/telephony_app/pyproject.toml | 4 +- docs/open-source/python-quickstart.mdx | 1 + docs/open-source/react-quickstart.mdx | 16 +- docs/open-source/telephony.mdx | 2 - poetry.lock | 54 +- pyproject.toml | 13 +- quickstarts/streaming_conversation.py | 1 + quickstarts/turn_based_conversation.py | 5 +- .../conversation/vonage_phone_conversation.py | 3 +- vocode/turn_based/agent/chat_gpt_agent.py | 6 +- .../transcriber/whisper_transcriber.py | 6 +- 16 files changed, 127 insertions(+), 1746 deletions(-) diff --git a/README.md b/README.md index ff27689007..316918fd43 100644 --- a/README.md +++ b/README.md @@ -108,6 +108,7 @@ class Settings(BaseSettings): model_config = SettingsConfigDict( env_file=".env", env_file_encoding="utf-8", + extra="ignore", ) diff --git a/apps/client_backend/README.md b/apps/client_backend/README.md index 29324ea4f9..caefd280d1 100644 --- a/apps/client_backend/README.md +++ b/apps/client_backend/README.md @@ -1,9 +1,34 @@ # client_backend +## Docker + +1. Set up the configuration for your agent in `main.py`. +2. Set up an .env file using the template + +``` +cp .env.template .env +``` + +Fill in your API keys into .env + +3. Build the Docker image + +```bash +docker build -t vocode-client-backend . +``` + +4. Run the image and forward the port. + +```bash +docker run --env-file=.env -p 3000:3000 -t vocode-client-backend +``` + +Now you have a client backend hosted at localhost:3000 to pass into the Vocode React SDK. You'll likely need to tunnel port 3000 to ngrok / host your server in order to use it in the React SDK. + +## Non-docker setup + `main.py` just sets up a FastAPI server, so you can just run it with uvicorn: ``` uvicorn main:app ``` - -Note: building this with Docker is currently broken in 0.1.112 - we're planning an overhaul here, stay tuned! diff --git a/apps/client_backend/poetry.lock b/apps/client_backend/poetry.lock index 924292092a..88921cd39a 100644 --- a/apps/client_backend/poetry.lock +++ b/apps/client_backend/poetry.lock @@ -95,20 +95,6 @@ yarl = ">=1.0,<2.0" [package.extras] speedups = ["Brotli", "aiodns", "brotlicffi"] -[[package]] -name = "aiohttp-retry" -version = "2.8.3" -description = "Simple retry client for aiohttp" -optional = false -python-versions = ">=3.7" -files = [ - {file = "aiohttp_retry-2.8.3-py3-none-any.whl", hash = "sha256:3aeeead8f6afe48272db93ced9440cf4eda8b6fd7ee2abb25357b7eb28525b45"}, - {file = "aiohttp_retry-2.8.3.tar.gz", hash = "sha256:9a8e637e31682ad36e1ff9f8bcba912fcfc7d7041722bc901a4b948da4d71ea9"}, -] - 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{file = "vocode-0.1.112-py3-none-any.whl", hash = "sha256:6efcd1dd2676e1d2f049544e2c6e389f34c59dd2ec05ab2c588d0ea1624b193f"}, - {file = "vocode-0.1.112.tar.gz", hash = "sha256:e5a64d27089d6d7288a082751550f2465b2f1cd5d564f1e271c676c91dcf5b1d"}, + {file = "vocode-0.1.113-py3-none-any.whl", hash = "sha256:7e99a12c74ba09654489d3743e0512bbdc378961f42c143d2705ca4a323a5784"}, + {file = "vocode-0.1.113.tar.gz", hash = "sha256:3e7cb142cea58764bd17d411b973eda9082642a70e56cce5b36a5a9021165451"}, ] [package.dependencies] aiohttp = ">=3.9.5,<4.0.0" anthropic = ">=0.28.0,<0.29.0" -azure-cognitiveservices-speech = ">=1.37.0,<2.0.0" -cartesia = {version = ">=0.1.1,<0.2.0", optional = true, markers = "extra == \"synthesizers\" or extra == \"all\""} +azure-cognitiveservices-speech = ">=1.38.0,<2.0.0" elevenlabs = ">=1.2.2,<2.0.0" fastapi = ">=0.111.0,<0.112.0" -google-cloud-speech = {version = ">=2.26.0,<3.0.0", optional = true, markers = "extra == \"transcribers\" or extra == \"all\""} -google-cloud-texttospeech = {version = ">=2.16.3,<3.0.0", optional = true, markers = "extra == \"synthesizers\" or extra == \"all\""} janus = ">=1.0.0,<2.0.0" jinja2 = ">=3.1.4,<4.0.0" jsonschema = ">=4.22.0,<5.0.0" -langchain = {version = ">=0.2.1,<0.3.0", optional = true, markers = "extra == \"misc\" or extra == \"all\""} -langchain-community = {version = ">=0.2.1,<0.3.0", optional = true, markers = "extra == \"misc\" or extra == \"all\""} loguru = ">=0.7.2,<0.8.0" -miniaudio = {version = ">=1.59,<2.0", optional = true, markers = "extra == \"synthesizers\" or extra == \"all\""} -nltk = {version = ">=3.8.1,<4.0.0", optional = true, markers = "extra == \"all\""} +miniaudio = ">=1.59.0,<2.0.0" +nltk = ">=3.8.1,<4.0.0" numpy = ">=1.26.4,<2.0.0" openai = ">=1.30.5,<2.0.0" opentelemetry-sdk = ">=1.24.0,<2.0.0" phonenumbers = ">=8.13.37,<9.0.0" -pvkoala = {version = ">=2.0.1,<3.0.0", optional = true, markers = "extra == \"synthesizers\" or extra == \"all\""} pydantic = ">=2.7.2,<3.0.0" pydantic-settings = ">=2.3.0,<3.0.0" -pydub = {version = ">=0.25.1,<0.26.0", optional = true, markers = "extra == \"synthesizers\" or extra == \"all\""} +pydub = ">=0.25.1,<0.26.0" pyht = ">=0.0.28,<0.0.29" redis = ">=5.0.4,<6.0.0" requests = ">=2.32.3,<3.0.0" sentry-sdk = {version = ">=2.3.1,<3.0.0", extras = ["fastapi"]} sounddevice = ">=0.4.7,<0.5.0" tiktoken = ">=0.7.0,<0.8.0" -twilio = {version = ">=9.1.0,<10.0.0", optional = true, markers = "extra == \"telephony\" or extra == \"all\""} uvicorn = ">=0.30.0,<0.31.0" -vonage = {version = ">=3.14.0,<4.0.0", optional = true, markers = "extra == \"telephony\" or extra == \"all\""} websockets = ">=12.0,<13.0" [package.extras] -all = ["cartesia (>=0.1.1,<0.2.0)", "google-cloud-speech (>=2.26.0,<3.0.0)", "google-cloud-texttospeech (>=2.16.3,<3.0.0)", "langchain (>=0.2.1,<0.3.0)", "langchain-community (>=0.2.1,<0.3.0)", "miniaudio (>=1.59,<2.0)", "nltk (>=3.8.1,<4.0.0)", "pvkoala (>=2.0.1,<3.0.0)", "pydub (>=0.25.1,<0.26.0)", "twilio (>=9.1.0,<10.0.0)", "vonage (>=3.14.0,<4.0.0)"] -misc = ["langchain (>=0.2.1,<0.3.0)", "langchain-community (>=0.2.1,<0.3.0)"] -synthesizers = ["cartesia (>=0.1.1,<0.2.0)", "google-cloud-texttospeech (>=2.16.3,<3.0.0)", "miniaudio (>=1.59,<2.0)", "pvkoala (>=2.0.1,<3.0.0)", "pydub (>=0.25.1,<0.26.0)"] +all = ["cartesia (>=0.1.1,<0.2.0)", "google-cloud-speech (>=2.26.0,<3.0.0)", "google-cloud-texttospeech (>=2.16.3,<3.0.0)", "langchain (>=0.2.3,<0.3.0)", "langchain-anthropic (>=0.1.15,<0.2.0)", "langchain-community (>=0.2.4,<0.3.0)", "langchain-google-vertexai (>=1.0.5,<2.0.0)", "langchain-openai (>=0.1.8,<0.2.0)", "pvkoala (>=2.0.1,<3.0.0)", "twilio (>=9.1.0,<10.0.0)", "vonage (>=3.14.0,<4.0.0)"] +langchain = ["langchain (>=0.2.3,<0.3.0)", "langchain-community (>=0.2.4,<0.3.0)"] +langchain-extras = ["langchain-anthropic (>=0.1.15,<0.2.0)", "langchain-google-vertexai (>=1.0.5,<2.0.0)", "langchain-openai (>=0.1.8,<0.2.0)"] +synthesizers = ["cartesia (>=0.1.1,<0.2.0)", "google-cloud-texttospeech (>=2.16.3,<3.0.0)", "pvkoala (>=2.0.1,<3.0.0)"] telephony = ["twilio (>=9.1.0,<10.0.0)", "vonage (>=3.14.0,<4.0.0)"] transcribers = ["google-cloud-speech (>=2.26.0,<3.0.0)"] -[[package]] -name = "vonage" -version = "3.16.0" -description = "Vonage Server SDK for Python" -optional = false -python-versions = ">=3.8" -files = [ - {file = "vonage-3.16.0-py2.py3-none-any.whl", hash = "sha256:ce14eb29f0942c55899c48254d39cb6624cdc1ff5e9b1ca6d520afea85abc352"}, - {file = "vonage-3.16.0.tar.gz", hash = "sha256:63ea60a70b358ddfc7b5491b1b39d3699d25fa41a6e9246ac4c8f3c5aeeff830"}, -] - -[package.dependencies] -Deprecated = "*" -pydantic = ">=2.5.2" -pytz = ">=2018.5" -requests = ">=2.4.2" -vonage-jwt = ">=1.1.0" - -[[package]] -name = "vonage-jwt" -version = "1.1.1" -description = "Tooling for working with JWTs for Vonage APIs in Python." -optional = false -python-versions = ">=3.8" -files = [ - {file = "vonage_jwt-1.1.1-py3-none-any.whl", hash = "sha256:4b751571e013deeab9f13b68f9e1478d8aa7f0a91f0cb7f6d793fa7b859859df"}, - {file = "vonage_jwt-1.1.1.tar.gz", hash = "sha256:15f4b1cd8fa5909390a4074a909053ae823df0557b1edb9b675d0a013295dc10"}, -] - -[package.dependencies] -pyjwt = {version = ">=1.6.4", extras = ["crypto"]} -vonage-utils = ">=1.1.2" - -[[package]] -name = "vonage-utils" -version = "1.1.2" -description = "Utils package containing objects for use with Vonage APIs" -optional = false -python-versions = ">=3.8" -files = [ - {file = "vonage_utils-1.1.2-py3-none-any.whl", hash = "sha256:a815a8be8f5fdba558d090d0f81b469a2eb0ded4cccbfe4e27dc9276e84c4b7e"}, - {file = "vonage_utils-1.1.2.tar.gz", hash = "sha256:a86c1eafe62e6f82d18dda6fd4dc78c898dea81888b83f18ea75105365307daf"}, -] - -[package.dependencies] -pydantic = ">=2.7.1" -typing-extensions = ">=4.9.0" - [[package]] name = "watchfiles" version = "0.22.0" @@ -3897,4 +3071,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.12" -content-hash = "31eda1014b931a0fdc20581ea1d18d00a011f57cf4247b1c54498d87f9b0969d" +content-hash = "8afcf31d9adf4f896c839a2e1f2a1f9cd7a538cacc09899f6a5f1e4cea239945" diff --git a/apps/telephony_app/pyproject.toml b/apps/telephony_app/pyproject.toml index befa855df1..e6b1c0d477 100644 --- a/apps/telephony_app/pyproject.toml +++ b/apps/telephony_app/pyproject.toml @@ -10,9 +10,7 @@ python = ">=3.10,<3.12" pyngrok = "^7.1.6" python-dotenv = "^1.0.1" azure-cognitiveservices-speech = "^1.38.0" -vocode = { version = "0.1.112", extras = [ - "all", -]} +vocode = "0.1.113" [build-system] diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx index 7c22707f35..fb6f21b7fe 100644 --- a/docs/open-source/python-quickstart.mdx +++ b/docs/open-source/python-quickstart.mdx @@ -78,6 +78,7 @@ class Settings(BaseSettings): model_config = SettingsConfigDict( env_file=".env", env_file_encoding="utf-8", + extra="ignore" ) diff --git a/docs/open-source/react-quickstart.mdx b/docs/open-source/react-quickstart.mdx index c90f6921fb..08f89cf6ee 100644 --- a/docs/open-source/react-quickstart.mdx +++ b/docs/open-source/react-quickstart.mdx @@ -38,17 +38,8 @@ AZURE_SPEECH_KEY= AZURE_SPEECH_REGION= ``` -### Running with Python - -``` -pip3 install vocode -uvicorn main:app --port 3000 -``` - ### Running with Docker -Note: this is currently broken in 0.1.112 - we're planning an overhaul here, stay tuned! - From the `client_backend` directory: ``` @@ -56,6 +47,13 @@ docker build -t vocode-client-backend . docker run --env-file=.env -p 3000:3000 -t vocode-client-backend ``` +### Running with Python + +``` +pip3 install vocode +uvicorn main:app --port 3000 +``` + You now have a server with a Vocode websocket route at localhost:3000! You can now use the `useConversation` hook with your self-hosted backend as follows: ```typescript diff --git a/docs/open-source/telephony.mdx b/docs/open-source/telephony.mdx index cd0c5e9734..6537e1e3b5 100644 --- a/docs/open-source/telephony.mdx +++ b/docs/open-source/telephony.mdx @@ -58,8 +58,6 @@ Pick one of these two ways to run the server: 1. Run everything with Docker, 2. ### Option 1: Run everything With Docker -Note: Support for the Azure synthesizer is currently broken in the current base Docker Python image. - 1. Build the telephony app Docker image. From the `telephony_app` directory, run: ```bash diff --git a/poetry.lock b/poetry.lock index 2d6cf8ea24..763cdcb8c7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. [[package]] name = "aiohttp" @@ -727,13 +727,13 @@ files = [ [[package]] name = "elevenlabs" -version = "1.3.0" +version = "1.3.1" description = "" optional = false python-versions = "<4.0,>=3.8" files = [ - {file = "elevenlabs-1.3.0-py3-none-any.whl", hash = "sha256:a4191799f83641be39c845a413381cc8881225eb53c290f1f8821d1648e0688e"}, - {file = "elevenlabs-1.3.0.tar.gz", hash = "sha256:5bb1b21497f60785a8b7b36fac165e7610ef249356947dd4272714825a6c26d4"}, + {file = "elevenlabs-1.3.1-py3-none-any.whl", hash = "sha256:96cb48d3527393b0f56fb9c6a26ad6520e2999a4c1ac9ca2b525ab7a26ea7342"}, + {file = "elevenlabs-1.3.1.tar.gz", hash = "sha256:23df9b48960bc1d48b9fe13a5dad74144a83ce5ed83708dd7dcf6180f44ce697"}, ] [package.dependencies] @@ -745,13 +745,13 @@ websockets = ">=11.0" [[package]] name = "email-validator" -version = "2.1.1" +version = "2.1.2" description = "A robust email address syntax and deliverability validation library." optional = false python-versions = ">=3.8" files = [ - {file = "email_validator-2.1.1-py3-none-any.whl", hash = "sha256:97d882d174e2a65732fb43bfce81a3a834cbc1bde8bf419e30ef5ea976370a05"}, - {file = "email_validator-2.1.1.tar.gz", hash = "sha256:200a70680ba08904be6d1eef729205cc0d687634399a5924d842533efb824b84"}, + {file = "email_validator-2.1.2-py3-none-any.whl", hash = "sha256:d89f6324e13b1e39889eab7f9ca2f91dc9aebb6fa50a6d8bd4329ab50f251115"}, + {file = "email_validator-2.1.2.tar.gz", hash = "sha256:14c0f3d343c4beda37400421b39fa411bbe33a75df20825df73ad53e06a9f04c"}, ] [package.dependencies] @@ -1917,13 +1917,13 @@ tenacity = ">=8.1.0,<9.0.0" [[package]] name = "langchain-core" -version = "0.2.7" +version = "0.2.8" description = "Building applications with LLMs through composability" optional = true python-versions = "<4.0,>=3.8.1" files = [ - {file = "langchain_core-0.2.7-py3-none-any.whl", hash = "sha256:fd02e153c898486dd728d634684ffc64bc257ff2ba443dc7e53d017ac0bf4658"}, - {file = "langchain_core-0.2.7.tar.gz", hash = "sha256:b0b1b6dfbdedb39426fcb8bd3f07e40eec7964856e3fc384c420ca6dba61b34e"}, + {file = "langchain_core-0.2.8-py3-none-any.whl", hash = "sha256:172c81c858dc1f3123cc72b7e44e10f44c92f8a761cae18c364081f6c208e9f6"}, + {file = "langchain_core-0.2.8.tar.gz", hash = "sha256:2db866a4514672c4875b69d5590aa2ed50aa0d144874268bef68d74b5e7f33f9"}, ] [package.dependencies] @@ -1988,13 +1988,13 @@ extended-testing = ["beautifulsoup4 (>=4.12.3,<5.0.0)", "lxml (>=4.9.3,<6.0)"] [[package]] name = "langsmith" -version = "0.1.77" +version = "0.1.78" description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform." optional = true python-versions = "<4.0,>=3.8.1" files = [ - {file = "langsmith-0.1.77-py3-none-any.whl", hash = "sha256:2202cc21b1ed7e7b9e5d2af2694be28898afa048c09fdf09f620cbd9301755ae"}, - {file = "langsmith-0.1.77.tar.gz", hash = "sha256:4ace09077a9a4e412afeb4b517ca68e7de7b07f36e4792dc8236ac5207c0c0c7"}, + {file = "langsmith-0.1.78-py3-none-any.whl", hash = "sha256:87bc5d9072bfcb6392d7552cbcd6089dcc1faed36d688b1587d80bd48a1acba2"}, + {file = "langsmith-0.1.78.tar.gz", hash = "sha256:d9112d2e9298ec6b02d3b1afec6ed557df9db3746c79d34ef3b448fc18e116cd"}, ] [package.dependencies] @@ -2147,7 +2147,7 @@ files = [ name = "miniaudio" version = "1.59" description = "python bindings for the miniaudio library and its decoders (mp3, flac, ogg vorbis, wav)" -optional = true +optional = false python-versions = "*" files = [ {file = "miniaudio-1.59-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:028d7e8e6d99441340c0bfb60660db7bd5789cae7c95fa599d830344901d6d72"}, @@ -2581,13 +2581,13 @@ files = [ [[package]] name = "phonenumbers" -version = "8.13.38" +version = "8.13.39" description = "Python version of Google's common library for parsing, formatting, storing and validating international phone numbers." optional = false python-versions = "*" files = [ - {file = "phonenumbers-8.13.38-py2.py3-none-any.whl", hash = "sha256:d22aa747fb591ef2a18afec13cab5a0e294ab20fce5a1560e4949e459e70eeef"}, - {file = "phonenumbers-8.13.38.tar.gz", hash = "sha256:2822c74ee9334e9d8ad792fc352cc8d21004307349b6b1bb61da12937fa2eaba"}, + {file = "phonenumbers-8.13.39-py2.py3-none-any.whl", hash = "sha256:3ad2d086fa71e7eef409001b9195ac54bebb0c6e3e752209b558ca192c9229a0"}, + {file = "phonenumbers-8.13.39.tar.gz", hash = "sha256:db7ca4970d206b2056231105300753b1a5b229f43416f8c2b3010e63fbb68d77"}, ] [[package]] @@ -2838,7 +2838,7 @@ yaml = ["pyyaml (>=6.0.1)"] name = "pydub" version = "0.25.1" description = "Manipulate audio with an simple and easy high level interface" -optional = true +optional = false python-versions = "*" files = [ {file = "pydub-0.25.1-py2.py3-none-any.whl", hash = "sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6"}, @@ -3694,13 +3694,13 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7 [[package]] name = "tenacity" -version = "8.3.0" +version = "8.4.1" description = "Retry code until it succeeds" optional = true python-versions = ">=3.8" files = [ - {file = "tenacity-8.3.0-py3-none-any.whl", hash = "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185"}, - {file = "tenacity-8.3.0.tar.gz", hash = "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"}, + {file = "tenacity-8.4.1-py3-none-any.whl", hash = "sha256:28522e692eda3e1b8f5e99c51464efcc0b9fc86933da92415168bc1c4e2308fa"}, + {file = "tenacity-8.4.1.tar.gz", hash = "sha256:54b1412b878ddf7e1f1577cd49527bad8cdef32421bd599beac0c6c3f10582fd"}, ] [package.extras] @@ -4136,13 +4136,13 @@ files = [ [[package]] name = "urllib3" -version = "2.2.1" +version = "2.2.2" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" files = [ - {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"}, - {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"}, + {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"}, + {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"}, ] [package.extras] @@ -4649,14 +4649,14 @@ doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linke test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [extras] -all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "langchain", "langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "miniaudio", "nltk", "pvkoala", "pydub", "twilio", "vonage"] +all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "langchain", "langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "pvkoala", "twilio", "vonage"] langchain = ["langchain", "langchain-community"] langchain-extras = ["langchain-anthropic", "langchain-google-vertexai", "langchain-openai"] -synthesizers = ["cartesia", "google-cloud-texttospeech", "miniaudio", "pvkoala", "pydub"] +synthesizers = ["cartesia", "google-cloud-texttospeech", "pvkoala"] telephony = ["twilio", "vonage"] transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<4.0" -content-hash = "4c4b13856a4fa064b4a38e929d5beccd8dde7ded344a8a352527c85149a547dd" +content-hash = "4597df1fca08478e2300adee246255ea9852721e74d05871a8b3f854d5f9a85f" diff --git a/pyproject.toml b/pyproject.toml index d9af386d20..e3a01f1d83 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "vocode" -version = "0.1.112" +version = "0.1.113" description = "The all-in-one voice SDK" authors = ["Ajay Raj "] license = "MIT License" @@ -12,19 +12,21 @@ homepage = "https://github.com/vocodedev/vocode-python" python = ">=3.10,<4.0" aiohttp = "^3.9.5" anthropic = "^0.28.0" -azure-cognitiveservices-speech = "^1.37.0" +azure-cognitiveservices-speech = "^1.38.0" elevenlabs = "^1.2.2" fastapi = "^0.111.0" janus = "^1.0.0" jinja2 = "^3.1.4" jsonschema = "^4.22.0" loguru = "^0.7.2" +miniaudio = "^1.59.0" numpy = "^1.26.4" openai = "^1.30.5" opentelemetry-sdk = "^1.24.0" phonenumbers = "^8.13.37" pydantic = "^2.7.2" pydantic-settings = "^2.3.0" +pydub = "^0.25.1" pyht = "^0.0.28" redis = "^5.0.4" requests = "^2.32.3" @@ -37,9 +39,7 @@ nltk = "^3.8.1" # Synthesizers google-cloud-texttospeech = { version = "^2.16.3", optional = true } -miniaudio = { version = "^1.59", optional = true } pvkoala = { version = "^2.0.1", optional = true } -pydub = { version = "^0.25.1", optional = true } cartesia = { version = "^0.1.1", optional = true } # Transcribers @@ -82,9 +82,7 @@ pytest-mock = "^3.14.0" [tool.poetry.extras] synthesizers = [ "google-cloud-texttospeech", - "miniaudio", "pvkoala", - "pydub", "cartesia", ] transcribers = ["google-cloud-speech"] @@ -93,10 +91,7 @@ langchain = ["langchain", "langchain-community"] langchain-extras = ["langchain-openai", "langchain-anthropic", "langchain-google-vertexai"] all = [ "google-cloud-texttospeech", - "miniaudio", - "nltk", "pvkoala", - "pydub", "google-cloud-speech", "twilio", "vonage", diff --git a/quickstarts/streaming_conversation.py b/quickstarts/streaming_conversation.py index 54d774f665..61a83e64e4 100644 --- a/quickstarts/streaming_conversation.py +++ b/quickstarts/streaming_conversation.py @@ -37,6 +37,7 @@ class Settings(BaseSettings): model_config = SettingsConfigDict( env_file=".env", env_file_encoding="utf-8", + extra="ignore", ) diff --git a/quickstarts/turn_based_conversation.py b/quickstarts/turn_based_conversation.py index 73cfb0f0ca..4fb215c322 100644 --- a/quickstarts/turn_based_conversation.py +++ b/quickstarts/turn_based_conversation.py @@ -20,10 +20,7 @@ class Settings(BaseSettings): # This means a .env file can be used to overload these settings # ex: "OPENAI_API_KEY=my_key" will set openai_api_key over the default above - model_config = SettingsConfigDict( - env_file=".env", - env_file_encoding="utf-8", - ) + model_config = SettingsConfigDict(env_file=".env", env_file_encoding="utf-8", extra="ignore") settings = Settings() diff --git a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py index 65adc73f4a..8af5399d55 100644 --- a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py @@ -2,7 +2,6 @@ from typing import Optional import numpy as np -import pvkoala from fastapi import WebSocket, WebSocketDisconnect from loguru import logger @@ -78,6 +77,8 @@ def __init__( self.vonage_uuid = vonage_uuid self.noise_suppression = noise_suppression if self.noise_suppression: + import pvkoala + logger.info("Using PV koala noise suppression") self.buffer = bytearray() self.koala = pvkoala.create( diff --git a/vocode/turn_based/agent/chat_gpt_agent.py b/vocode/turn_based/agent/chat_gpt_agent.py index a6d8ac41c9..7171bb7f08 100644 --- a/vocode/turn_based/agent/chat_gpt_agent.py +++ b/vocode/turn_based/agent/chat_gpt_agent.py @@ -17,10 +17,10 @@ def __init__( max_tokens: int = 100, ): super().__init__(initial_message=initial_message) - openai.api_key = getenv("OPENAI_API_KEY", api_key) - if not openai.api_key: + api_key = getenv("OPENAI_API_KEY", api_key) + if not api_key: raise ValueError("OpenAI API key not provided") - self.client = openai.OpenAI() + self.client = openai.OpenAI(api_key=api_key) self.prompt = system_prompt self.model_name = model_name self.messages: List[Any] = [ diff --git a/vocode/turn_based/transcriber/whisper_transcriber.py b/vocode/turn_based/transcriber/whisper_transcriber.py index 1b6c582b1a..b1dc275d1b 100644 --- a/vocode/turn_based/transcriber/whisper_transcriber.py +++ b/vocode/turn_based/transcriber/whisper_transcriber.py @@ -10,10 +10,10 @@ class WhisperTranscriber(BaseTranscriber): def __init__(self, api_key: Optional[str] = None): - openai.api_key = getenv("OPENAI_API_KEY", api_key) - if not openai.api_key: + api_key = getenv("OPENAI_API_KEY", api_key) + if not api_key: raise ValueError("OpenAI API key not provided") - self.client = openai.OpenAI() + self.client = openai.OpenAI(api_key=api_key) def transcribe(self, audio_segment: AudioSegment) -> str: in_memory_wav = io.BytesIO() From c882cc5101f8a6d9f0692ce00b8abc12314ce100 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 17 Jun 2024 16:46:13 -0700 Subject: [PATCH 081/148] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 316918fd43..82cc97c65b 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,8 @@ ![Hero](https://user-images.githubusercontent.com/6234599/228337850-e32bb01d-3701-47ef-a433-3221c9e0e56e.png) -[![Twitter](https://img.shields.io/twitter/url/https/twitter.com/vocodehq.svg?style=social&label=Follow%20%40vocodehq)](https://twitter.com/vocodehq) [![GitHub Repo stars](https://img.shields.io/github/stars/vocodedev/vocode-python?style=social)](https://github.com/vocodedev/vocode-python) +[![Twitter](https://img.shields.io/twitter/url/https/twitter.com/vocodehq.svg?style=social&label=Follow%20%40vocodehq)](https://twitter.com/vocodehq) [![GitHub Repo stars](https://img.shields.io/github/stars/vocodedev/vocode-core?style=social)](https://github.com/vocodedev/vocode-core) +[![pypi](https://img.shields.io/pypi/v/vocode.svg)](https://pypi.python.org/pypi/vocode) [![Downloads](https://static.pepy.tech/badge/vocode/month)](https://pepy.tech/project/vocode) [Community](https://discord.gg/NaU4mMgcnC) | [Docs](https://docs.vocode.dev/open-source) | [Dashboard](https://app.vocode.dev) From 86d7880148e5d1202db9c44d1bca8894b8e13b15 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 17 Jun 2024 17:19:43 -0700 Subject: [PATCH 082/148] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 82cc97c65b..e2aa40ecee 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ [![pypi](https://img.shields.io/pypi/v/vocode.svg)](https://pypi.python.org/pypi/vocode) [![Downloads](https://static.pepy.tech/badge/vocode/month)](https://pepy.tech/project/vocode) -[Community](https://discord.gg/NaU4mMgcnC) | [Docs](https://docs.vocode.dev/open-source) | [Dashboard](https://app.vocode.dev) +[Community](https://discord.gg/NaU4mMgcnC) | [Docs](https://docs.vocode.dev/open-source) | [Dashboard](https://app.vocode.dev) | [Discord](https://discord.gg/NaU4mMgcnC) From 72da2b70df39400f1437e0beafa3c3306ff5e6a6 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 17 Jun 2024 17:20:22 -0700 Subject: [PATCH 083/148] Update welcome.mdx --- docs/welcome.mdx | 52 ------------------------------------------------ 1 file changed, 52 deletions(-) diff --git a/docs/welcome.mdx b/docs/welcome.mdx index c54cb42809..1c60a3b4a7 100644 --- a/docs/welcome.mdx +++ b/docs/welcome.mdx @@ -43,58 +43,6 @@ at our open source repos. Get started with [Open Source](/open-source-quickstart -## Demos - - - - Prank call your friends with an AI that can say anything. - - - Conduct a mock YC interview entirely done via AI. - - - {" "} - {" "} - {" "} - - - } - href="https://replit.com/@vocode" - > - View the source for all of our demos and templates for quickstarts. - - - ## How to contact us Learn more about how to take your documentation to the next level From 261d29e7c8276dd3e6032ccdb6d678451979a635 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 17 Jun 2024 17:39:03 -0700 Subject: [PATCH 084/148] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e2aa40ecee..82cc97c65b 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ [![pypi](https://img.shields.io/pypi/v/vocode.svg)](https://pypi.python.org/pypi/vocode) [![Downloads](https://static.pepy.tech/badge/vocode/month)](https://pepy.tech/project/vocode) -[Community](https://discord.gg/NaU4mMgcnC) | [Docs](https://docs.vocode.dev/open-source) | [Dashboard](https://app.vocode.dev) | [Discord](https://discord.gg/NaU4mMgcnC) +[Community](https://discord.gg/NaU4mMgcnC) | [Docs](https://docs.vocode.dev/open-source) | [Dashboard](https://app.vocode.dev) From 479ab54d413f11f6e76a79926e07adfc270c5103 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 18 Jun 2024 14:57:48 -0700 Subject: [PATCH 085/148] don't send to ws when it is already closed (#565) --- vocode/streaming/output_device/twilio_output_device.py | 3 +++ vocode/streaming/output_device/vonage_output_device.py | 3 +++ 2 files changed, 6 insertions(+) diff --git a/vocode/streaming/output_device/twilio_output_device.py b/vocode/streaming/output_device/twilio_output_device.py index 0563f08cff..565ec65f1e 100644 --- a/vocode/streaming/output_device/twilio_output_device.py +++ b/vocode/streaming/output_device/twilio_output_device.py @@ -6,6 +6,7 @@ from typing import Optional from fastapi import WebSocket +from fastapi.websockets import WebSocketState from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.telephony.constants import DEFAULT_AUDIO_ENCODING, DEFAULT_SAMPLING_RATE @@ -24,6 +25,8 @@ def __init__(self, ws: Optional[WebSocket] = None, stream_sid: Optional[str] = N async def process(self): while self.active: message = await self.queue.get() + if self.ws.application_state == WebSocketState.DISCONNECTED: + break await self.ws.send_text(message) def consume_nonblocking(self, chunk: bytes): diff --git a/vocode/streaming/output_device/vonage_output_device.py b/vocode/streaming/output_device/vonage_output_device.py index 34a03c747e..76aef2b125 100644 --- a/vocode/streaming/output_device/vonage_output_device.py +++ b/vocode/streaming/output_device/vonage_output_device.py @@ -2,6 +2,7 @@ from typing import Optional from fastapi import WebSocket +from fastapi.websockets import WebSocketState from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.output_device.blocking_speaker_output import BlockingSpeakerOutput @@ -34,6 +35,8 @@ def __init__( async def process(self): while self.active: chunk = await self.queue.get() + if self.ws.application_state == WebSocketState.DISCONNECTED: + break if self.output_to_speaker: self.output_speaker.consume_nonblocking(chunk) for i in range(0, len(chunk), VONAGE_CHUNK_SIZE): From 61e285fc87c6ea4311a84588a673b1fae6b7e476 Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Tue, 18 Jun 2024 17:01:56 -0700 Subject: [PATCH 086/148] add langchain agent docs (#564) --- docs/mint.json | 5 +- docs/open-source/langchain-agent-dep.mdx | 209 ++++++++++++++++ docs/open-source/langchain-agent.mdx | 285 ++++++++-------------- vocode/streaming/agent/langchain_agent.py | 32 ++- 4 files changed, 340 insertions(+), 191 deletions(-) create mode 100644 docs/open-source/langchain-agent-dep.mdx diff --git a/docs/mint.json b/docs/mint.json index f2a629542a..1271ee8c0f 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -82,13 +82,14 @@ "open-source/sentry", "open-source/logging-with-loguru", "open-source/turn-based-conversation", - "open-source/language-support" + "open-source/language-support", + "open-source/langchain-agent" ] }, { "group": "Legacy (0.0.111) Guides", "pages": [ - "open-source/langchain-agent", + "open-source/langchain-agent-dep", "open-source/local-conversation" ] }, diff --git a/docs/open-source/langchain-agent-dep.mdx b/docs/open-source/langchain-agent-dep.mdx new file mode 100644 index 0000000000..a5cafccb36 --- /dev/null +++ b/docs/open-source/langchain-agent-dep.mdx @@ -0,0 +1,209 @@ +--- +title: "(Deprecated) Langchain Agent" +description: "Empower Langchain agents to interact with the real world via phone calls" +--- + +# Introduction + +This example shows how to use Vocode as a tool augmenting the abilities of a Langchain +agent. By providing it with access to Vocode, a [Langchain Agent](https://python.langchain.com/en/latest/modules/agents.html) +can now make autonomous phone calls and take action based on the outcome of the calls. + +Our demo will walk through how to instruct the agent to lookup a phone number and make the +appropriate call. + +
+ +
+
+ +# How to run it + +## Requirements + +1. Install [Ngrok](https://ngrok.com/) +2. Install [Redis](https://redis.com/) +3. Install [Poetry](https://python-poetry.org/) + +## Run the example + +Note: `gpt-4` is required for this to work. `gpt-3.5-turbo` or older models are not smart enough to parse JSON responses in Langchain agents reliably out-of-the-box. + +To get started, clone the Vocode repo or copy the [Langchain agent app](https://github.com/vocodedev/vocode-python/tree/main/apps/langchain_agent) directory. + +```bash +git clone https://github.com/vocodedev/vocode-python.git +``` + +### Environment + +1. Copy the `.env.template` and fill in your API keys. You'll need: + +- [Deepgram](https://deepgram.com) (for speech transcription) +- [OpenAI](https://platform.openai.com) (for the underlying agent) +- [Azure](https://azure.microsoft.com/en-us/products/cognitive-services/text-to-speech/) (for speech synthesis) +- [Twilio](https://console.twilio.com/) (for telephony) + +2. Tunnel port 3000 to ngrok by running: + +``` +ngrok http 3000 +``` + +Fill in the `TELEPHONY_SERVER_BASE_URL` environment variable with your ngrok base URL: don't include `https://` so should be something like: + +``` +TELEPHONY_SERVER_BASE_URL=asdf1234.ngrok.app +``` + +3. Buy a phone number on Twilio or [verify your caller ID](https://support.twilio.com/hc/en-us/articles/223180048-Adding-a-Verified-Phone-Number-or-Caller-ID-with-Twilio) to use as the outbound phone number. + Set this phone number as the `OUTBOUND_CALLER_NUMBER` environment variable. Include `+` and the area code, so for a US phone number, it would look something like. + +``` +OUTBOUND_CALLER_NUMBER=+15555555555 +``` + +### Set up self-hosted telephony server + +Run the following setups from the `langchain_agent` directory. + +#### Running with Docker + +1. Build the telephony server Docker image + +``` +docker build -t vocode-langchain-agent-telephony-app . +``` + +2. Run the service using `docker-compose` + +``` +docker-compose up +``` + +#### Running with Python + +1. (optional) Set up a Python environment: we recommend `virtualenv` + +``` +python3 -m venv venv +source venv/bin/activate +``` + +2. Install requirements + +```bash +poetry install +``` + +3. Run an instance of Redis at http://localhost:6379. With Docker, this can be done with: + +``` +docker run -dp 6379:6379 -it redis/redis-stack:latest +``` + +4. Run the `TelephonyServer`: + +```bash +uvicorn telephony_app:app --reload --port 3000 +``` + +### Set up the Langchain agent + +With the self-hosted telephony server running: + +1. Update the phone numbers in the contact book in `tools/contacts.py` + +```python +CONTACTS = [{"name": "Kian", "phone": "+123456789"}] +``` + +2. Run `main.py` + +```bash +poetry install +poetry run python main.py +``` + +# Code explanation +The Langchain agent is implemented in `main.py`. It uses the Langchain library to initialize an agent that can have a conversation. + +## Langchain Agent +`main.py` instantiates the langchain agent and relevant tools. It sets an objective, initializes a Langchain agent, and runs the conversation. +```python +agent = initialize_agent( + tools=[get_all_contacts, call_phone_number, word_of_the_day], + llm=llm, + agent=AgentType.CHAT_CONVERSATIONAL_REACT_DESCRIPTION, + verbose=verbose, + memory=memory, +) +``` + +## Langchain tools + +### Tool to get all contacts +```python +@tool("get_all_contacts") +def get_all_contacts(placeholder: str) -> List[dict]: + """Get contacts.""" + return CONTACTS +``` + +### Tool to call phone number +`tools/vocode.py` makes use of the `OutboundCall` class to initiate a phone call +```python +@tool("call phone number") +def call_phone_number(input: str) -> str: + """calls a phone number as a bot and returns a transcript of the conversation. + the input to this tool is a pipe separated list of a phone number, a prompt, and the first thing the bot should say. + The prompt should instruct the bot with what to do on the call and be in the 3rd person, + like 'the assistant is performing this task' instead of 'perform this task'. + + should only use this tool once it has found an adequate phone number to call. + + for example, `+15555555555|the assistant is explaining the meaning of life|i'm going to tell you the meaning of life` will call +15555555555, say 'i'm going to tell you the meaning of life', and instruct the assistant to tell the human what the meaning of life is. + """ + phone_number, prompt, initial_message = input.split("|", 2) + call = OutboundCall( + base_url=os.environ["TELEPHONY_SERVER_BASE_URL"], + to_phone=phone_number, + from_phone=os.environ["OUTBOUND_CALLER_NUMBER"], + config_manager=RedisConfigManager(), + agent_config=ChatGPTAgentConfig( + prompt_preamble=prompt, + initial_message=BaseMessage(text=initial_message), + ), + logger=logging.Logger("call_phone_number"), + ) + LOOP.run_until_complete(call.start()) + while True: + maybe_transcript = get_transcript(call.conversation_id) + if maybe_transcript: + delete_transcript(call.conversation_id) + return maybe_transcript + else: + time.sleep(1) +``` + +## TelephonyServer +`telephony_app.py` instantiates a `TelephonyServer` object to manage the phone call initiated by `OutboundCall` +```python +telephony_server = TelephonyServer( + base_url=BASE_URL, + config_manager=config_manager, + inbound_call_configs=[], + events_manager=EventsManager(), + logger=logger, +) + +app.include_router(telephony_server.get_router()) +``` \ No newline at end of file diff --git a/docs/open-source/langchain-agent.mdx b/docs/open-source/langchain-agent.mdx index d2ceb2efb3..dbb1e79f5f 100644 --- a/docs/open-source/langchain-agent.mdx +++ b/docs/open-source/langchain-agent.mdx @@ -1,209 +1,136 @@ --- -title: "Langchain agent" -description: "Empower Langchain agents to interact with the real world via phone calls" +title: "Langchain Agent" +description: "Use Langchain to determine your agent's responses." --- -# Introduction +## Overview -This example shows how to use Vocode as a tool augmenting the abilities of a Langchain -agent. By providing it with access to Vocode, a [Langchain Agent](https://python.langchain.com/en/latest/modules/agents.html) -can now make autonomous phone calls and take action based on the outcome of the calls. +[Langchain](https://python.langchain.com/v0.2/docs/introduction/) offers tooling to create custom LLM pipelines for complex decision-making. +Through Langchain, you can manage your LLM and prompts, and combine them with advanced techniques like RAG and multi-stage prompting, and sub-chains. +The library also offers components for output parsing, complex document loading, and callbacks. -Our demo will walk through how to instruct the agent to lookup a phone number and make the -appropriate call. - -
- -
-
- -# How to run it - -## Requirements - -1. Install [Ngrok](https://ngrok.com/) -2. Install [Redis](https://redis.com/) -3. Install [Poetry](https://python-poetry.org/) - -## Run the example - -Note: `gpt-4` is required for this to work. `gpt-3.5-turbo` or older models are not smart enough to parse JSON responses in Langchain agents reliably out-of-the-box. - -To get started, clone the Vocode repo or copy the [Langchain agent app](https://github.com/vocodedev/vocode-python/tree/main/apps/langchain_agent) directory. - -```bash -git clone https://github.com/vocodedev/vocode-python.git -``` - -### Environment - -1. Copy the `.env.template` and fill in your API keys. You'll need: - -- [Deepgram](https://deepgram.com) (for speech transcription) -- [OpenAI](https://platform.openai.com) (for the underlying agent) -- [Azure](https://azure.microsoft.com/en-us/products/cognitive-services/text-to-speech/) (for speech synthesis) -- [Twilio](https://console.twilio.com/) (for telephony) - -2. Tunnel port 3000 to ngrok by running: - -``` -ngrok http 3000 -``` - -Fill in the `TELEPHONY_SERVER_BASE_URL` environment variable with your ngrok base URL: don't include `https://` so should be something like: - -``` -TELEPHONY_SERVER_BASE_URL=asdf1234.ngrok.app -``` - -3. Buy a phone number on Twilio or [verify your caller ID](https://support.twilio.com/hc/en-us/articles/223180048-Adding-a-Verified-Phone-Number-or-Caller-ID-with-Twilio) to use as the outbound phone number. - Set this phone number as the `OUTBOUND_CALLER_NUMBER` environment variable. Include `+` and the area code, so for a US phone number, it would look something like. - -``` -OUTBOUND_CALLER_NUMBER=+15555555555 -``` - -### Set up self-hosted telephony server - -Run the following setups from the `langchain_agent` directory. - -#### Running with Docker - -1. Build the telephony server Docker image +**Note:** Vocode does not support actions with Langchain agents.* +### Installation +Make sure to install the langchain optional dependencies by running ``` -docker build -t vocode-langchain-agent-telephony-app . +poetry install -E langchain -E langchain-extras ``` - -2. Run the service using `docker-compose` - -``` -docker-compose up -``` - -#### Running with Python - -1. (optional) Set up a Python environment: we recommend `virtualenv` - -``` -python3 -m venv venv -source venv/bin/activate -``` - -2. Install requirements - -```bash -poetry install -``` - -3. Run an instance of Redis at http://localhost:6379. With Docker, this can be done with: - +or ``` -docker run -dp 6379:6379 -it redis/redis-stack:latest +poetry install -E all ``` -4. Run the `TelephonyServer`: - -```bash -uvicorn telephony_app:app --reload --port 3000 -``` - -### Set up the Langchain agent - -With the self-hosted telephony server running: - -1. Update the phone numbers in the contact book in `tools/contacts.py` +## Default Chain +Vocode Core's Langchain agent defaults to using the `init_chat_model()` method described [here](https://python.langchain.com/v0.2/docs/how_to/chat_models_universal_init/). +This implementation allows users to create a Langchain agent using a variety of [different model providers](https://api.python.langchain.com/en/latest/chat_models/langchain.chat_models.base.init_chat_model.html) +by passing in the relevant `model` and `provider` params into the `LangchainAgentConfig`. For example, if I want to use an OpenAI agent, I would pass in an agent config like: ```python -CONTACTS = [{"name": "Kian", "phone": "+123456789"}] +from vocode.streaming.models.agent import LangchainAgentConfig + +agent_config = LangchainAgentConfig( + ... + model_name = "gpt-4o" + provider = "openai" + ... +) ``` -2. Run `main.py` +**Note:** Vocode Core includes the OpenAI, Anthropic, and Google VertexAI Langchain packages when you install the langchain extras in Poetry. If you want to use other LLM providers +like AWS Bedrock, Cohere, Mistral, etc, you will need to manually install their Langchain integration packages. -```bash -poetry install -poetry run python main.py -``` +## Using Custom Chains +Our Langchain Agent is designed to make it easy to plug in your own custom Langchain chains. You can either: +1. Manually pass in a chain to the Langchain Agent +2. Subclass the Langchain Agent and build custom processing to create a chain based off a `LangchainAgentConfig` -# Code explanation -The Langchain agent is implemented in `main.py`. It uses the Langchain library to initialize an agent that can have a conversation. +### Manually pass in a chain +The `LangchainAgent` constructor has a `chain` parameter where you can directly pass your chain. So, to use this in a conversation, you can create a custom `AgentFactory` that builds +your chain when initializing the langchain agent. -## Langchain Agent -`main.py` instantiates the langchain agent and relevant tools. It sets an objective, initializes a Langchain agent, and runs the conversation. +For example, we will design a factory which makes a custom chain querying Anthropic Claude Opus to make a poem at each agent turn: ```python -agent = initialize_agent( - tools=[get_all_contacts, call_phone_number, word_of_the_day], - llm=llm, - agent=AgentType.CHAT_CONVERSATIONAL_REACT_DESCRIPTION, - verbose=verbose, - memory=memory, -) +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.models.agent import LangchainAgentConfig +from vocode.streaming.agent.langchain_agent import LangchainAgent +from langchain_anthropic import ChatAnthropic +from langchain_core.prompts import ChatPromptTemplate + +class PoemAgentFactory(AbstractAgentFactory): + def create_agent( + self, agent_config: AgentConfig, logger: Optional[logging.Logger] = None + ) -> BaseAgent: + if isinstance(agent_config, LangchainAgentConfig): + prompt_template = ChatPromptTemplate.from_template("Make a random poem") + model = ChatAnthropic(model='claude-3-opus-20240229') + chain = prompt_template | model + return LangchainAgent( + agent_config = agent_config, + chain = chain, + ) + else: + raise Exception("Invalid agent config") ``` -## Langchain tools +### Creating custom chains from `LangchainAgentConfig` +In some scenarios, you may want to create a complex chain from a config, where you can have different models and providers. For these cases, we recommend creating a subclass of the `LangchainAgent` +and overwriting the `self.create_chain()` method. This method is called when a `LangchainAgent` is initialized without a `chain` manually passed into the constructor. +Within this method, you can directly access the agent config at `self.agent_config` and build your own chain using its fields. -### Tool to get all contacts -```python -@tool("get_all_contacts") -def get_all_contacts(placeholder: str) -> List[dict]: - """Get contacts.""" - return CONTACTS -``` +For example below, we will design agent that builds a custom chain to query a Gemini LLM to generate a poem on a topic. +The topic and LLM setup (provider and model name) will all be passed in via the config, allowing for strong customization. +As a further example of this customizability, we will confirm the LLM provider is set to Google GenAI and raise an error otherwise. -### Tool to call phone number -`tools/vocode.py` makes use of the `OutboundCall` class to initiate a phone call ```python -@tool("call phone number") -def call_phone_number(input: str) -> str: - """calls a phone number as a bot and returns a transcript of the conversation. - the input to this tool is a pipe separated list of a phone number, a prompt, and the first thing the bot should say. - The prompt should instruct the bot with what to do on the call and be in the 3rd person, - like 'the assistant is performing this task' instead of 'perform this task'. - - should only use this tool once it has found an adequate phone number to call. - - for example, `+15555555555|the assistant is explaining the meaning of life|i'm going to tell you the meaning of life` will call +15555555555, say 'i'm going to tell you the meaning of life', and instruct the assistant to tell the human what the meaning of life is. - """ - phone_number, prompt, initial_message = input.split("|", 2) - call = OutboundCall( - base_url=os.environ["TELEPHONY_SERVER_BASE_URL"], - to_phone=phone_number, - from_phone=os.environ["OUTBOUND_CALLER_NUMBER"], - config_manager=RedisConfigManager(), - agent_config=ChatGPTAgentConfig( - prompt_preamble=prompt, - initial_message=BaseMessage(text=initial_message), - ), - logger=logging.Logger("call_phone_number"), - ) - LOOP.run_until_complete(call.start()) - while True: - maybe_transcript = get_transcript(call.conversation_id) - if maybe_transcript: - delete_transcript(call.conversation_id) - return maybe_transcript +from vocode.streaming.agent.abstract_factory import AbstractAgentFactory +from vocode.streaming.models.agent import LangchainAgentConfig +from vocode.streaming.agent.langchain_agent import LangchainAgent +from langchain_google_genai import ChatGoogleGenerativeAI +from langchain_core.prompts import ChatPromptTemplate + +class PoemLangchainAgentConfig(LangchainAgentConfig): + poem_topic: str + +class PoemLangchainAgent(LangchainAgent): + def create_chain(self): + if self.agent_config.provider != "google_genai": + raise Exception("PoemLangchainAgent only supports Google Generative AI models") + + prompt_template = ChatPromptTemplate.from_template(f"Make a random poem about {self.agent_config.poem_topic}") + model = ChatGoogleGenerativeAI( + model=self.agent_config.model_name, + temperature=self.agent_config.temperature, + max_output_tokens=self.agent_config.max_tokens + ) + chain = prompt_template | model + return chain + + +class MyAgentFactory(AbstractAgentFactory): + def create_agent( + self, agent_config: AgentConfig, logger: Optional[logging.Logger] = None + ) -> BaseAgent: + if isinstance(agent_config, PoemLangchainAgentConfig): + return PoemLangchainAgent( + agent_config=agent_config + ) + elif isinstance(agent_config, LangchainAgentConfig): + return LangchainAgent( + agent_config=agent_config, + ) else: - time.sleep(1) + raise Exception("Invalid agent config") ``` -## TelephonyServer -`telephony_app.py` instantiates a `TelephonyServer` object to manage the phone call initiated by `OutboundCall` +Then, we can use the following agent config in conversations to use make poems about Vocode! ```python -telephony_server = TelephonyServer( - base_url=BASE_URL, - config_manager=config_manager, - inbound_call_configs=[], - events_manager=EventsManager(), - logger=logger, -) +from vocode.streaming.models.agent import LangchainAgentConfig -app.include_router(telephony_server.get_router()) +agent_config = LangchainAgentConfig( + ... + model_name = "Vocode" + provider = "poem" + ... +) ``` \ No newline at end of file diff --git a/vocode/streaming/agent/langchain_agent.py b/vocode/streaming/agent/langchain_agent.py index 9daa426caa..77045cb5e7 100644 --- a/vocode/streaming/agent/langchain_agent.py +++ b/vocode/streaming/agent/langchain_agent.py @@ -37,10 +37,13 @@ def __init__( self.chain = chain if chain else self.create_chain() def create_chain(self): - model = init_chat_model(model = self.agent_config.model_name, model_provider=self.agent_config.provider, temperature=self.agent_config.temperature, max_tokens=self.agent_config.max_tokens) - messages_for_prompt_template = [ - ("placeholder", "{chat_history}") - ] + model = init_chat_model( + model=self.agent_config.model_name, + model_provider=self.agent_config.provider, + temperature=self.agent_config.temperature, + max_tokens=self.agent_config.max_tokens, + ) + messages_for_prompt_template = [("placeholder", "{chat_history}")] if self.agent_config.prompt_preamble: messages_for_prompt_template.insert(0, ("system", self.agent_config.prompt_preamble)) prompt_template = ChatPromptTemplate.from_messages(messages_for_prompt_template) @@ -55,7 +58,9 @@ async def token_generator( if isinstance(chunk.content, str): yield chunk.content else: - raise ValueError(f"Received unexpected message type {type(chunk)} from Langchain. Expected str.") + raise ValueError( + f"Received unexpected message type {type(chunk)} from Langchain. Expected str." + ) def format_langchain_messages_from_transcript(self) -> list[tuple]: if not self.transcript: @@ -64,14 +69,19 @@ def format_langchain_messages_from_transcript(self) -> list[tuple]: for event_log in self.transcript.event_logs: if isinstance(event_log, Message): messages.append( - ("ai" if event_log.sender == Sender.BOT else "human", event_log.to_string(include_sender=False)) + ( + "ai" if event_log.sender == Sender.BOT else "human", + event_log.to_string(include_sender=False), + ) ) else: - raise ValueError(f"Invalid event log type {type(event_log)}. Langchain currently only supports human and bot messages") - + raise ValueError( + f"Invalid event log type {type(event_log)}. Langchain currently only supports human and bot messages" + ) + if self.agent_config.provider == "anthropic": messages = merge_bot_messages_for_langchain(messages) - + return messages async def generate_response( @@ -91,7 +101,9 @@ async def generate_response( ttft_span = sentry_create_span( sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.TIME_TO_FIRST_TOKEN ) - stream = self.chain.astream({"chat_history": self.format_langchain_messages_from_transcript()}) + stream = self.chain.astream( + {"chat_history": self.format_langchain_messages_from_transcript()} + ) except Exception as e: logger.error( f"Error while hitting Langchain", From 696f4d1f02745c1610d68ffa72961028d922d80c Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 19 Jun 2024 09:29:42 -0700 Subject: [PATCH 087/148] rename langchain to LangChain in docs (#566) * rename langchain to LangChain in docs * fix ref --- docs/open-source/langchain-agent.mdx | 43 +++++++++++++++++----------- docs/vectordb.mdx | 2 +- 2 files changed, 28 insertions(+), 17 deletions(-) diff --git a/docs/open-source/langchain-agent.mdx b/docs/open-source/langchain-agent.mdx index dbb1e79f5f..142df30280 100644 --- a/docs/open-source/langchain-agent.mdx +++ b/docs/open-source/langchain-agent.mdx @@ -1,29 +1,34 @@ --- -title: "Langchain Agent" -description: "Use Langchain to determine your agent's responses." +title: "LangChain Agent" +description: "Use LangChain to determine your agent's responses." --- ## Overview -[Langchain](https://python.langchain.com/v0.2/docs/introduction/) offers tooling to create custom LLM pipelines for complex decision-making. -Through Langchain, you can manage your LLM and prompts, and combine them with advanced techniques like RAG and multi-stage prompting, and sub-chains. +[LangChain](https://python.langchain.com/v0.2/docs/introduction/) offers tooling to create custom LLM pipelines for complex decision-making. +Through LangChain, you can manage your LLM and prompts, and combine them with advanced techniques like RAG and multi-stage prompting, and sub-chains. The library also offers components for output parsing, complex document loading, and callbacks. -**Note:** Vocode does not support actions with Langchain agents.* +**Note:** Vocode does not support actions with LangChain agents.\* ### Installation + Make sure to install the langchain optional dependencies by running + ``` poetry install -E langchain -E langchain-extras ``` + or + ``` poetry install -E all ``` ## Default Chain -Vocode Core's Langchain agent defaults to using the `init_chat_model()` method described [here](https://python.langchain.com/v0.2/docs/how_to/chat_models_universal_init/). -This implementation allows users to create a Langchain agent using a variety of [different model providers](https://api.python.langchain.com/en/latest/chat_models/langchain.chat_models.base.init_chat_model.html) + +Vocode Core's LangChain agent defaults to using the `init_chat_model()` method described [here](https://python.langchain.com/v0.2/docs/how_to/chat_models_universal_init/). +This implementation allows users to create a LangChain agent using a variety of [different model providers](https://api.python.langchain.com/en/latest/chat_models/langchain.chat_models.base.init_chat_model.html) by passing in the relevant `model` and `provider` params into the `LangchainAgentConfig`. For example, if I want to use an OpenAI agent, I would pass in an agent config like: ```python @@ -37,19 +42,23 @@ agent_config = LangchainAgentConfig( ) ``` -**Note:** Vocode Core includes the OpenAI, Anthropic, and Google VertexAI Langchain packages when you install the langchain extras in Poetry. If you want to use other LLM providers -like AWS Bedrock, Cohere, Mistral, etc, you will need to manually install their Langchain integration packages. +**Note:** Vocode Core includes the OpenAI, Anthropic, and Google VertexAI LangChain packages when you install the langchain extras in Poetry. If you want to use other LLM providers +like AWS Bedrock, Cohere, Mistral, etc, you will need to manually install their LangChain integration packages. ## Using Custom Chains -Our Langchain Agent is designed to make it easy to plug in your own custom Langchain chains. You can either: -1. Manually pass in a chain to the Langchain Agent -2. Subclass the Langchain Agent and build custom processing to create a chain based off a `LangchainAgentConfig` + +Our `LangchainAgent` is designed to make it easy to plug in your own custom LangChain chains. You can either: + +1. Manually pass in a chain to the `LangchainAgent` +2. Subclass the `LangchainAgent` and build custom processing to create a chain based off a `LangchainAgentConfig` ### Manually pass in a chain + The `LangchainAgent` constructor has a `chain` parameter where you can directly pass your chain. So, to use this in a conversation, you can create a custom `AgentFactory` that builds your chain when initializing the langchain agent. For example, we will design a factory which makes a custom chain querying Anthropic Claude Opus to make a poem at each agent turn: + ```python from vocode.streaming.agent.abstract_factory import AbstractAgentFactory from vocode.streaming.models.agent import LangchainAgentConfig @@ -74,11 +83,12 @@ class PoemAgentFactory(AbstractAgentFactory): ``` ### Creating custom chains from `LangchainAgentConfig` + In some scenarios, you may want to create a complex chain from a config, where you can have different models and providers. For these cases, we recommend creating a subclass of the `LangchainAgent` and overwriting the `self.create_chain()` method. This method is called when a `LangchainAgent` is initialized without a `chain` manually passed into the constructor. Within this method, you can directly access the agent config at `self.agent_config` and build your own chain using its fields. -For example below, we will design agent that builds a custom chain to query a Gemini LLM to generate a poem on a topic. +For example below, we will design agent that builds a custom chain to query a Gemini LLM to generate a poem on a topic. The topic and LLM setup (provider and model name) will all be passed in via the config, allowing for strong customization. As a further example of this customizability, we will confirm the LLM provider is set to Google GenAI and raise an error otherwise. @@ -96,10 +106,10 @@ class PoemLangchainAgent(LangchainAgent): def create_chain(self): if self.agent_config.provider != "google_genai": raise Exception("PoemLangchainAgent only supports Google Generative AI models") - + prompt_template = ChatPromptTemplate.from_template(f"Make a random poem about {self.agent_config.poem_topic}") model = ChatGoogleGenerativeAI( - model=self.agent_config.model_name, + model=self.agent_config.model_name, temperature=self.agent_config.temperature, max_output_tokens=self.agent_config.max_tokens ) @@ -124,6 +134,7 @@ class MyAgentFactory(AbstractAgentFactory): ``` Then, we can use the following agent config in conversations to use make poems about Vocode! + ```python from vocode.streaming.models.agent import LangchainAgentConfig @@ -133,4 +144,4 @@ agent_config = LangchainAgentConfig( provider = "poem" ... ) -``` \ No newline at end of file +``` diff --git a/docs/vectordb.mdx b/docs/vectordb.mdx index 69d27072e4..382a8e3c94 100644 --- a/docs/vectordb.mdx +++ b/docs/vectordb.mdx @@ -13,7 +13,7 @@ Each time the bot receives a message, it can query for the most similar embeddin be shown to the agent to guide its responses. Currently, we support [Pinecone](https://www.pinecone.io/). Under the hood, we use an approach similar -to Langchain to store the documents in Pinecone. Each vector in Pinecone must have two pieces of metadata +to LangChain to store the documents in Pinecone. Each vector in Pinecone must have two pieces of metadata to be compatible with Vocode: - `text`: The text that will be shown to the agent. From 2a29830699c3b21116fb49baab0e0bb12e5d17f5 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 19 Jun 2024 18:22:19 -0700 Subject: [PATCH 088/148] fix import ref for loguru (#567) --- docs/open-source/sentry.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/open-source/sentry.mdx b/docs/open-source/sentry.mdx index 605a66b5d7..abf01a3755 100644 --- a/docs/open-source/sentry.mdx +++ b/docs/open-source/sentry.mdx @@ -26,7 +26,7 @@ Here's how you can configure the Sentry SDK: import os import sentry_sdk from sentry_sdk.integrations.asyncio import AsyncioIntegration -from sentry_sdk.integrations.logging import LoguruIntegration +from sentry_sdk.integrations.loguru import LoguruIntegration sentry_sdk.init( dsn=os.getenv("SENTRY_DSN"), From b74c85bdcf33bb141ec4680b1245b10158e76062 Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Thu, 20 Jun 2024 11:39:12 -0700 Subject: [PATCH 089/148] reorganize docs into groups (#568) --- docs/mint.json | 70 +++++++++++++++++------- docs/open-source/agents-with-actions.mdx | 2 +- 2 files changed, 52 insertions(+), 20 deletions(-) diff --git a/docs/mint.json b/docs/mint.json index 1271ee8c0f..b8a53d90be 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -47,14 +47,6 @@ } }, "navigation": [ - { - "group": "Getting Started", - "pages": [ - "welcome", - "hosted-quickstart", - "open-source-quickstarts" - ] - }, { "group": "Vocode 101", "pages": [ @@ -64,26 +56,66 @@ ] }, { - "group": "Guides", + "group": "Getting Started", "pages": [ "open-source/python-quickstart", + "open-source/react-quickstart", "open-source/telephony", + "open-source/turn-based-conversation" + ] + }, + { + "group": "Agents", + "pages": [ "open-source/create-your-own-agent", "open-source/agent-factory", + "open-source/langchain-agent" + ] + }, + { + "group": "Synthesizers (Voice)", + "pages": [ + "open-source/using-synthesizers" + ] + }, + { + "group": "Transcribers (Speech-to-Text)", + "pages": [ + "open-source/using-transcribers" + ] + }, + { + "group": "Actions", + "pages": [ "open-source/agents-with-actions", "open-source/action-phrase-triggers", - "open-source/external-action", + "open-source/external-action" + ] + }, + { + "group": "Conversation Tuning", + "pages": [ "open-source/conversation-mechanics", - "open-source/events-manager", - "open-source/using-synthesizers", - "open-source/using-transcribers", - "open-source/react-quickstart", - "open-source/playground", - "open-source/sentry", + "open-source/language-support" + ] + }, + { + "group": "Monitoring", + "pages": [ "open-source/logging-with-loguru", - "open-source/turn-based-conversation", - "open-source/language-support", - "open-source/langchain-agent" + "open-source/sentry" + ] + }, + { + "group": "Testing", + "pages": [ + "open-source/playground" + ] + }, + { + "group": "Advanced Functionality", + "pages": [ + "open-source/events-manager" ] }, { diff --git a/docs/open-source/agents-with-actions.mdx b/docs/open-source/agents-with-actions.mdx index 9bd04bbdef..2d0b9ffde5 100644 --- a/docs/open-source/agents-with-actions.mdx +++ b/docs/open-source/agents-with-actions.mdx @@ -1,5 +1,5 @@ --- -title: 'Agents with Actions' +title: 'Adding Actions to Agents' description: 'Empower agents to take actions during conversations.' --- From 7c354bb3bc0c68178c1acc30b77238fde9966c80 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 21 Jun 2024 10:30:57 -0700 Subject: [PATCH 090/148] add back getting started section (#574) --- docs/mint.json | 31 +++++++++++-------------------- 1 file changed, 11 insertions(+), 20 deletions(-) diff --git a/docs/mint.json b/docs/mint.json index b8a53d90be..36e5f60e54 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -47,6 +47,10 @@ } }, "navigation": [ + { + "group": "Getting Started", + "pages": ["welcome", "hosted-quickstart", "open-source-quickstarts"] + }, { "group": "Vocode 101", "pages": [ @@ -74,15 +78,11 @@ }, { "group": "Synthesizers (Voice)", - "pages": [ - "open-source/using-synthesizers" - ] + "pages": ["open-source/using-synthesizers"] }, { "group": "Transcribers (Speech-to-Text)", - "pages": [ - "open-source/using-transcribers" - ] + "pages": ["open-source/using-transcribers"] }, { "group": "Actions", @@ -101,22 +101,15 @@ }, { "group": "Monitoring", - "pages": [ - "open-source/logging-with-loguru", - "open-source/sentry" - ] + "pages": ["open-source/logging-with-loguru", "open-source/sentry"] }, { "group": "Testing", - "pages": [ - "open-source/playground" - ] + "pages": ["open-source/playground"] }, { "group": "Advanced Functionality", - "pages": [ - "open-source/events-manager" - ] + "pages": ["open-source/events-manager"] }, { "group": "Legacy (0.0.111) Guides", @@ -147,9 +140,7 @@ }, { "group": "Usage", - "pages": [ - "api-reference/usage/get-usage" - ] + "pages": ["api-reference/usage/get-usage"] }, { "group": "Actions", @@ -263,4 +254,4 @@ "twitter": "https://twitter.com/vocodehq", "website": "https://www.vocode.dev/" } -} \ No newline at end of file +} From 00a138af8f4b6674943cdc4c602dfe52f46d666d Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Fri, 21 Jun 2024 11:25:28 -0700 Subject: [PATCH 091/148] update signature validation for hosted docs (#575) --- docs/external-actions.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/external-actions.mdx b/docs/external-actions.mdx index 2131b3455a..740331f2f8 100644 --- a/docs/external-actions.mdx +++ b/docs/external-actions.mdx @@ -165,7 +165,7 @@ Asynchronous function to check if the request signature is encoded correctly. """ signature_secret_as_bytes = base64.b64decode(signature_secret) decoded_digest = base64.b64decode(request_signature_value) - calculated_digest = hmac.new(signature_secret_as_bytes, payload, hashlib.sha256).digest() + calculated_digest = hmac.new(signature_secret_as_bytes, json.dumps(payload).encode("utf-8"), hashlib.sha256).digest() assert hmac.compare_digest(decoded_digest, calculated_digest) is True ```` From 068fead8452008d9edef1c4985c5fdec78c81e0b Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 24 Jun 2024 17:06:06 -0700 Subject: [PATCH 092/148] remove runtime error on twilio 401 (#580) --- vocode/streaming/telephony/client/twilio_client.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/vocode/streaming/telephony/client/twilio_client.py b/vocode/streaming/telephony/client/twilio_client.py index 254318cf9e..97e8a9f7d5 100644 --- a/vocode/streaming/telephony/client/twilio_client.py +++ b/vocode/streaming/telephony/client/twilio_client.py @@ -14,6 +14,10 @@ class TwilioBadRequestException(ValueError): pass +class TwilioException(ValueError): + pass + + class TwilioClient(AbstractTelephonyClient): def __init__( self, @@ -64,10 +68,11 @@ async def create_call( ) raise TwilioBadRequestException( "Telephony provider rejected call; this is usually due to a bad/malformed number. " - "If this persists, and you're sure that the number is well-formed, " - "please contact us." ) - raise RuntimeError(f"Failed to create call: {response.status} {response.reason}") + else: + raise TwilioException( + f"Twilio failed to create call: {response.status} {response.reason}" + ) response = await response.json() return response["sid"] From 5b5a91faf700574bbd96d46653f7e8aa87f521e1 Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Mon, 24 Jun 2024 17:11:15 -0700 Subject: [PATCH 093/148] separate parameters for urlencode (#579) --- vocode/streaming/transcriber/deepgram_transcriber.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vocode/streaming/transcriber/deepgram_transcriber.py b/vocode/streaming/transcriber/deepgram_transcriber.py index 7af17237a9..eef281d58c 100644 --- a/vocode/streaming/transcriber/deepgram_transcriber.py +++ b/vocode/streaming/transcriber/deepgram_transcriber.py @@ -166,7 +166,7 @@ def get_deepgram_url(self): 1000, ) # Deepgram recommends using at least 1000ms since the tick period is ~1s url_params.update(extra_params) - return f"{self.ws_url}/v1/listen?{urlencode(url_params)}" + return f"{self.ws_url}/v1/listen?{urlencode(url_params, doseq=True)}" async def _run_loop(self): restarts = 0 From e1574423c945e1e376c276c75c8f1fe55274e2a7 Mon Sep 17 00:00:00 2001 From: Dante Noguez Date: Tue, 25 Jun 2024 14:00:52 -0600 Subject: [PATCH 094/148] add groq agent (#558) --- poetry.lock | 22 +- pyproject.toml | 1 + vocode/streaming/agent/default_factory.py | 6 +- vocode/streaming/agent/groq_agent.py | 241 ++++++++++++++++++++++ vocode/streaming/models/agent.py | 20 +- 5 files changed, 286 insertions(+), 4 deletions(-) create mode 100644 vocode/streaming/agent/groq_agent.py diff --git a/poetry.lock b/poetry.lock index 763cdcb8c7..cedf830a0c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1391,6 +1391,25 @@ files = [ docs = ["Sphinx", "furo"] test = ["objgraph", "psutil"] +[[package]] +name = "groq" +version = "0.9.0" +description = "The official Python library for the groq API" +optional = false +python-versions = ">=3.7" +files = [ + {file = "groq-0.9.0-py3-none-any.whl", hash = "sha256:d0e46f4ad645504672bb09c8100af3ced3a7db0d5119dc13e4aca535fc455874"}, + {file = "groq-0.9.0.tar.gz", hash = "sha256:130ed5e35d3acfaab46b9e7a078eeaebf91052f4a9d71f86f87fb319b5fec332"}, +] + +[package.dependencies] +anyio = ">=3.5.0,<5" +distro = ">=1.7.0,<2" +httpx = ">=0.23.0,<1" +pydantic = ">=1.9.0,<3" +sniffio = "*" +typing-extensions = ">=4.7,<5" + [[package]] name = "grpc-google-iam-v1" version = "0.13.0" @@ -3099,7 +3118,6 @@ files = [ {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"}, - {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"}, {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"}, {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"}, {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"}, @@ -4659,4 +4677,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<4.0" -content-hash = "4597df1fca08478e2300adee246255ea9852721e74d05871a8b3f854d5f9a85f" +content-hash = "28eaab28f7b9e4592e6ad78a2c2b555341c80e97da245009a7a0f5cdea92ec86" diff --git a/pyproject.toml b/pyproject.toml index e3a01f1d83..60c0c5a692 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,6 +15,7 @@ anthropic = "^0.28.0" azure-cognitiveservices-speech = "^1.38.0" elevenlabs = "^1.2.2" fastapi = "^0.111.0" +groq = "^0.9.0" janus = "^1.0.0" jinja2 = "^3.1.4" jsonschema = "^4.22.0" diff --git a/vocode/streaming/agent/default_factory.py b/vocode/streaming/agent/default_factory.py index 7a05c842af..eaa65ee4c5 100644 --- a/vocode/streaming/agent/default_factory.py +++ b/vocode/streaming/agent/default_factory.py @@ -3,6 +3,7 @@ from vocode.streaming.agent.base_agent import BaseAgent from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent from vocode.streaming.agent.echo_agent import EchoAgent +from vocode.streaming.agent.groq_agent import GroqAgent from vocode.streaming.agent.restful_user_implemented_agent import RESTfulUserImplementedAgent from vocode.streaming.models.agent import ( AgentConfig, @@ -10,6 +11,7 @@ ChatGPTAgentConfig, EchoAgentConfig, RESTfulUserImplementedAgentConfig, + GroqAgentConfig ) @@ -23,4 +25,6 @@ def create_agent(self, agent_config: AgentConfig) -> BaseAgent: return RESTfulUserImplementedAgent(agent_config=agent_config) elif isinstance(agent_config, AnthropicAgentConfig): return AnthropicAgent(agent_config=agent_config) - raise Exception("Invalid agent config", agent_config.type) + elif isinstance(agent_config, GroqAgentConfig): + return GroqAgent(agent_config=agent_config) + raise Exception("Invalid agent config", agent_config.type) \ No newline at end of file diff --git a/vocode/streaming/agent/groq_agent.py b/vocode/streaming/agent/groq_agent.py new file mode 100644 index 0000000000..b748f2207d --- /dev/null +++ b/vocode/streaming/agent/groq_agent.py @@ -0,0 +1,241 @@ +import os +import random +from typing import Any, AsyncGenerator, Dict, List, Optional, TypeVar, Union + +import sentry_sdk +from loguru import logger +from groq import AsyncGroq + +from vocode import sentry_span_tags +from vocode.streaming.action.abstract_factory import AbstractActionFactory +from vocode.streaming.action.default_factory import DefaultActionFactory +from vocode.streaming.agent.base_agent import GeneratedResponse, RespondAgent, StreamedResponse +from vocode.streaming.agent.openai_utils import ( + vector_db_result_to_openai_chat_message, + openai_get_tokens, + get_openai_chat_messages_from_transcript, + merge_event_logs +) +from vocode.streaming.models.transcript import ( + EventLog, + Message, + Transcript, +) +from vocode.streaming.agent.streaming_utils import collate_response_async, stream_response_async +from vocode.streaming.models.actions import FunctionCallActionTrigger +from vocode.streaming.models.agent import GroqAgentConfig +from vocode.streaming.models.events import Sender +from vocode.streaming.models.message import BaseMessage, BotBackchannel, LLMToken +from vocode.streaming.models.transcript import Message +from vocode.streaming.vector_db.factory import VectorDBFactory +from vocode.utils.sentry_utils import CustomSentrySpans, sentry_create_span + + +class GroqAgent(RespondAgent[GroqAgentConfig]): + groq_client: AsyncGroq + + def __init__( + self, + agent_config: GroqAgentConfig, + action_factory: AbstractActionFactory = DefaultActionFactory(), + vector_db_factory=VectorDBFactory(), + **kwargs, + ): + super().__init__( + agent_config=agent_config, + action_factory=action_factory, + **kwargs, + ) + self.groq_client = AsyncGroq(api_key=os.environ.get("GROQ_API_KEY")) + + if not self.groq_client.api_key: + raise ValueError("GROQ_API_KEY must be set in environment or passed in") + + if self.agent_config.vector_db_config: + self.vector_db = vector_db_factory.create_vector_db(self.agent_config.vector_db_config) + + def get_functions(self): + assert self.agent_config.actions + if not self.action_factory: + return None + return [ + self.action_factory.create_action(action_config).get_openai_function() + for action_config in self.agent_config.actions + if isinstance(action_config.action_trigger, FunctionCallActionTrigger) + ] + + def format_groq_chat_messages_from_transcript( + self, + transcript: Transcript, + prompt_preamble: str, + ) -> List[dict]: + # merge consecutive bot messages + merged_event_logs: List[EventLog] = merge_event_logs(event_logs=transcript.event_logs) + + chat_messages: List[Dict[str, Optional[Any]]] + chat_messages = get_openai_chat_messages_from_transcript( + merged_event_logs=merged_event_logs, + prompt_preamble=prompt_preamble, + ) + + return chat_messages + + def get_chat_parameters(self, messages: Optional[List] = None, use_functions: bool = True): + assert self.transcript is not None + + messages = messages or self.format_groq_chat_messages_from_transcript( + self.transcript, + self.agent_config.prompt_preamble, + ) + + parameters: Dict[str, Any] = { + "messages": messages, + "max_tokens": self.agent_config.max_tokens, + "temperature": self.agent_config.temperature, + "model": self.agent_config.model_name, + } + + if use_functions and self.functions: + parameters["functions"] = self.functions + + return parameters + + async def _create_groq_stream(self, chat_parameters: Dict[str, Any]) -> AsyncGenerator: + try: + stream = await self.groq_client.chat.completions.create(**chat_parameters) + except Exception as e: + logger.error( + f"Error while hitting Groq with chat_parameters: {chat_parameters}", + exc_info=True, + ) + raise e + return stream + + def should_backchannel(self, human_input: str) -> bool: + return ( + not self.is_first_response() + and not human_input.strip().endswith("?") + and random.random() < self.agent_config.backchannel_probability + ) + + def choose_backchannel(self) -> Optional[BotBackchannel]: + backchannel = None + if self.transcript is not None: + last_bot_message: Optional[Message] = None + for event_log in self.transcript.event_logs[::-1]: + if isinstance(event_log, Message) and event_log.sender == Sender.BOT: + last_bot_message = event_log + break + if last_bot_message and last_bot_message.text.strip().endswith("?"): + return BotBackchannel(text=self.post_question_bot_backchannel_randomizer()) + return backchannel + + async def generate_response( + self, + human_input: str, + conversation_id: str, + is_interrupt: bool = False, + bot_was_in_medias_res: bool = False, + ) -> AsyncGenerator[GeneratedResponse, None]: + assert self.transcript is not None + + chat_parameters = {} + if self.agent_config.vector_db_config: + try: + docs_with_scores = await self.vector_db.similarity_search_with_score( + self.transcript.get_last_user_message()[1] + ) + docs_with_scores_str = "\n\n".join( + [ + "Document: " + + doc[0].metadata["source"] + + f" (Confidence: {doc[1]})\n" + + doc[0].lc_kwargs["page_content"].replace(r"\n", "\n") + for doc in docs_with_scores + ] + ) + vector_db_result = ( + f"Found {len(docs_with_scores)} similar documents:\n{docs_with_scores_str}" + ) + messages = self.format_groq_chat_messages_from_transcript( + self.transcript, + self.agent_config.prompt_preamble, + ) + messages.insert(-1, vector_db_result_to_openai_chat_message(vector_db_result)) + chat_parameters = self.get_chat_parameters(messages) + except Exception as e: + logger.error(f"Error while hitting vector db: {e}", exc_info=True) + chat_parameters = self.get_chat_parameters() + else: + chat_parameters = self.get_chat_parameters() + chat_parameters["stream"] = True + + groq_chat_messages: List = chat_parameters.get("messages", []) + + backchannelled = "false" + backchannel: Optional[BotBackchannel] = None + if ( + self.agent_config.use_backchannels + and not bot_was_in_medias_res + and self.should_backchannel(human_input) + ): + backchannel = self.choose_backchannel() + elif self.agent_config.first_response_filler_message and self.is_first_response(): + backchannel = BotBackchannel(text=self.agent_config.first_response_filler_message) + + if backchannel is not None: + # The LLM needs the backchannel context manually - otherwise we're in a race condition + # between sending the response and generating Groq's response + groq_chat_messages.append({"role": "assistant", "content": backchannel.text}) + yield GeneratedResponse( + message=backchannel, + is_interruptible=True, + ) + backchannelled = "true" + + span_tags = sentry_span_tags.value + if span_tags: + span_tags["prior_backchannel"] = backchannelled + sentry_span_tags.set(span_tags) + + first_sentence_total_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.LLM_FIRST_SENTENCE_TOTAL + ) + + ttft_span = sentry_create_span( + sentry_callable=sentry_sdk.start_span, op=CustomSentrySpans.TIME_TO_FIRST_TOKEN + ) + + stream = await self._create_groq_stream(chat_parameters) + + response_generator = collate_response_async + using_input_streaming_synthesizer = ( + self.conversation_state_manager.using_input_streaming_synthesizer() + ) + if using_input_streaming_synthesizer: + response_generator = stream_response_async + async for message in response_generator( + conversation_id=conversation_id, + gen=openai_get_tokens( + stream, + ), + get_functions=True, + sentry_span=ttft_span, + ): + if first_sentence_total_span: + first_sentence_total_span.finish() + + ResponseClass = ( + StreamedResponse if using_input_streaming_synthesizer else GeneratedResponse + ) + MessageType = LLMToken if using_input_streaming_synthesizer else BaseMessage + if isinstance(message, str): + yield ResponseClass( + message=MessageType(text=message), + is_interruptible=True, + ) + else: + yield ResponseClass( + message=message, + is_interruptible=True, + ) \ No newline at end of file diff --git a/vocode/streaming/models/agent.py b/vocode/streaming/models/agent.py index 26e5165f1b..f3e907ea3e 100644 --- a/vocode/streaming/models/agent.py +++ b/vocode/streaming/models/agent.py @@ -30,6 +30,11 @@ ANTHROPIC_CLAUDE_3_HAIKU_MODEL_NAME = "claude-3-haiku-20240307" ANTHROPIC_CLAUDE_3_SONNET_MODEL_NAME = "claude-3-sonnet-20240229" ANTHROPIC_CLAUDE_3_OPUS_MODEL_NAME = "claude-3-opus-20240229" +GROQ_DEFAULT_MODEL_NAME = "llama3-70b-8192" +GROQ_LLAMA3_8B_MODEL_NAME = "llama3-8b-8192" +GROQ_LLAMA3_70B_MODEL_NAME = "llama3-70b-8192" +GROQ_MIXTRAL_8X7B_MODEL_NAME = "mixtral-8x7b-32768" +GROQ_GEMMA_7B_MODEL_NAME = "gemma-7b-it" InterruptSensitivity = Literal["low", "high"] @@ -44,6 +49,7 @@ class AgentType(str, Enum): ECHO = "agent_echo" GPT4ALL = "agent_gpt4all" LLAMACPP = "agent_llamacpp" + GROQ = "agent_groq" INFORMATION_RETRIEVAL = "agent_information_retrieval" RESTFUL_USER_IMPLEMENTED = "agent_restful_user_implemented" WEBSOCKET_USER_IMPLEMENTED = "agent_websocket_user_implemented" @@ -145,6 +151,18 @@ class ChatVertexAIAgentConfig(AgentConfig, type=AgentType.CHAT_VERTEX_AI.value): model_name: str = CHAT_VERTEX_AI_DEFAULT_MODEL_NAME generate_responses: bool = False # Google Vertex AI doesn't support streaming +class GroqAgentConfig(AgentConfig, type=AgentType.GROQ.value): # type: ignore + groq_api_key: Optional[str] = None + prompt_preamble: str + model_name: str = GROQ_DEFAULT_MODEL_NAME + temperature: float = LLM_AGENT_DEFAULT_TEMPERATURE + max_tokens: int = LLM_AGENT_DEFAULT_MAX_TOKENS + vector_db_config: Optional[VectorDBConfig] = None + # TODO: the below fields should moved up to AgentConfig, and their logic should live in BaseAgent + use_backchannels: bool = False + backchannel_probability: float = 0.7 + first_response_filler_message: Optional[str] = None + class InformationRetrievalAgentConfig( AgentConfig, type=AgentType.INFORMATION_RETRIEVAL.value # type: ignore @@ -198,4 +216,4 @@ class RESTfulAgentText(RESTfulAgentOutput, type=RESTfulAgentOutputType.TEXT): # class RESTfulAgentEnd(RESTfulAgentOutput, type=RESTfulAgentOutputType.END): # type: ignore - pass + pass \ No newline at end of file From fae3ff243cc1680a278eee994ed58c278d2998ed Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 26 Jun 2024 15:20:48 -0700 Subject: [PATCH 095/148] fix up logging when sentry does not sample every transaction (#581) --- vocode/utils/sentry_utils.py | 68 +++++++++++++++++++++--------------- 1 file changed, 40 insertions(+), 28 deletions(-) diff --git a/vocode/utils/sentry_utils.py b/vocode/utils/sentry_utils.py index 5514a2c0d3..85df74e6d6 100644 --- a/vocode/utils/sentry_utils.py +++ b/vocode/utils/sentry_utils.py @@ -51,6 +51,18 @@ def is_present(cls, value): return False +class TransactionNotSampled(Exception): + pass + + +class NoMatchingSpan(Exception): + pass + + +class MissingTransaction(Exception): + pass + + class SentryConfiguredContextManager: """ A context manager that only executes a function if Sentry is configured. @@ -162,44 +174,44 @@ def set_tags(span: Span) -> Span: @sentry_configured -def get_span_by_op(op_value): +def get_span_by_op(op_value) -> Span: transaction: Transaction = sentry_sdk.Hub.current.scope.transaction or sentry_transaction.value - if transaction is not None and transaction._span_recorder is not None: - # Probably not great accessing an internal variable but transaction spans aren't - # exposed publicly so it is what it is. - span_matches = [ - span - for span in transaction._span_recorder.spans - if span.op == op_value and span.timestamp is None - ] - if span_matches: - most_recent_span = max( - span_matches, key=lambda span: span.start_timestamp, default=None - ) - if most_recent_span is not None: - return set_tags(most_recent_span) - else: - # If no span with the matching op was found - logger.warning(f"No span found with op '{op_value}'.") - return None - else: - if transaction and transaction._span_recorder is None: - logger.warning(f"Transaction Span Recorder Missing -- {transaction}") - else: - logger.warning("No active transaction found.") - return None + if transaction is None: + raise MissingTransaction("No transaction found.") + elif not transaction.sampled: + raise TransactionNotSampled("Transaction is not sampled.") + elif not transaction._span_recorder: + raise MissingTransaction("No span recorder found.") + # Probably not great accessing an internal variable but transaction spans aren't + # exposed publicly so it is what it is. + span_matches = [ + span + for span in transaction._span_recorder.spans + if span.op == op_value and span.timestamp is None + ] + if span_matches: + most_recent_span = max(span_matches, key=lambda span: span.start_timestamp, default=None) + if most_recent_span is not None: + return set_tags(most_recent_span) + raise NoMatchingSpan(f"No span found with op '{op_value}'.") @sentry_configured def complete_span_by_op(op_value): try: span = get_span_by_op(op_value) + except TransactionNotSampled as e: + logger.debug(f"Transaction not sampled") + return None + except NoMatchingSpan: + logger.error(f"No matching span found for op '{op_value}'") + return None + except MissingTransaction as e: + logger.error(f"Missing top level transaction: {e}") + return except Exception as e: logger.error(f"Error getting span by op '{op_value}': {e}") return None - if span is None: - logger.warning(f"No span found with op '{op_value}'.") - return None span.finish() From 8f19e47ac5e51348140f8084503b7c3cd4956a83 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 26 Jun 2024 15:23:10 -0700 Subject: [PATCH 096/148] chores (#583) --- .github/workflows/test.yml | 2 +- Makefile | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 609b85d673..84f6eed24d 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -4,7 +4,7 @@ on: push: branches: [main] pull_request: - branches: [main] + branches: [main, vocode-core-0.1.0] jobs: build: diff --git a/Makefile b/Makefile index c7dcc8ccfc..3c8d26f713 100644 --- a/Makefile +++ b/Makefile @@ -25,7 +25,6 @@ lint lint_diff: typecheck: poetry run mypy -p vocode poetry run mypy -p quickstarts - poetry run mypy -p apps poetry run mypy -p playground typecheck_diff: From b52d11c79e692bbfb3d91bdc2d26b0fad7f2dc27 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 26 Jun 2024 15:31:45 -0700 Subject: [PATCH 097/148] removes groq from default factory (#584) --- vocode/streaming/agent/default_factory.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/vocode/streaming/agent/default_factory.py b/vocode/streaming/agent/default_factory.py index eaa65ee4c5..7a05c842af 100644 --- a/vocode/streaming/agent/default_factory.py +++ b/vocode/streaming/agent/default_factory.py @@ -3,7 +3,6 @@ from vocode.streaming.agent.base_agent import BaseAgent from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent from vocode.streaming.agent.echo_agent import EchoAgent -from vocode.streaming.agent.groq_agent import GroqAgent from vocode.streaming.agent.restful_user_implemented_agent import RESTfulUserImplementedAgent from vocode.streaming.models.agent import ( AgentConfig, @@ -11,7 +10,6 @@ ChatGPTAgentConfig, EchoAgentConfig, RESTfulUserImplementedAgentConfig, - GroqAgentConfig ) @@ -25,6 +23,4 @@ def create_agent(self, agent_config: AgentConfig) -> BaseAgent: return RESTfulUserImplementedAgent(agent_config=agent_config) elif isinstance(agent_config, AnthropicAgentConfig): return AnthropicAgent(agent_config=agent_config) - elif isinstance(agent_config, GroqAgentConfig): - return GroqAgent(agent_config=agent_config) - raise Exception("Invalid agent config", agent_config.type) \ No newline at end of file + raise Exception("Invalid agent config", agent_config.type) From 486eceef0d87e674a17ffa11097c01257336b34b Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 26 Jun 2024 15:57:32 -0700 Subject: [PATCH 098/148] make groq optional (#585) --- poetry.lock | 9 +++++---- pyproject.toml | 7 +++++-- 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/poetry.lock b/poetry.lock index cedf830a0c..28a3e98faa 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "aiohttp" @@ -1395,7 +1395,7 @@ test = ["objgraph", "psutil"] name = "groq" version = "0.9.0" description = "The official Python library for the groq API" -optional = false +optional = true python-versions = ">=3.7" files = [ {file = "groq-0.9.0-py3-none-any.whl", hash = "sha256:d0e46f4ad645504672bb09c8100af3ced3a7db0d5119dc13e4aca535fc455874"}, @@ -3118,6 +3118,7 @@ files = [ {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"}, + {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"}, {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"}, {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"}, {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"}, @@ -4667,7 +4668,7 @@ doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linke test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [extras] -all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "langchain", "langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "pvkoala", "twilio", "vonage"] +all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "groq", "langchain", "langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "pvkoala", "twilio", "vonage"] langchain = ["langchain", "langchain-community"] langchain-extras = ["langchain-anthropic", "langchain-google-vertexai", "langchain-openai"] synthesizers = ["cartesia", "google-cloud-texttospeech", "pvkoala"] @@ -4677,4 +4678,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<4.0" -content-hash = "28eaab28f7b9e4592e6ad78a2c2b555341c80e97da245009a7a0f5cdea92ec86" +content-hash = "e56040c6bd76616232f8ef2b371771ee098c6a12fd57228c0b0ab2a0d24e3e58" diff --git a/pyproject.toml b/pyproject.toml index 60c0c5a692..3466af1b0f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,7 +15,6 @@ anthropic = "^0.28.0" azure-cognitiveservices-speech = "^1.38.0" elevenlabs = "^1.2.2" fastapi = "^0.111.0" -groq = "^0.9.0" janus = "^1.0.0" jinja2 = "^3.1.4" jsonschema = "^4.22.0" @@ -38,6 +37,9 @@ uvicorn = "^0.30.0" websockets = "^12.0" nltk = "^3.8.1" +# LLM Providers +groq = { version = "^0.9.0", optional = true } + # Synthesizers google-cloud-texttospeech = { version = "^2.16.3", optional = true } pvkoala = { version = "^2.0.1", optional = true } @@ -101,7 +103,8 @@ all = [ "langchain-openai", "langchain-anthropic", "langchain-google-vertexai", - "cartesia" + "cartesia", + "groq" ] [tool.mypy] From 28ead9f643bde02466a28344f5ac2ea09a4d03cf Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 27 Jun 2024 09:58:46 -0700 Subject: [PATCH 099/148] switch no matching span to logger.warning (#588) --- vocode/utils/sentry_utils.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/vocode/utils/sentry_utils.py b/vocode/utils/sentry_utils.py index 85df74e6d6..23c1f17baf 100644 --- a/vocode/utils/sentry_utils.py +++ b/vocode/utils/sentry_utils.py @@ -204,11 +204,12 @@ def complete_span_by_op(op_value): logger.debug(f"Transaction not sampled") return None except NoMatchingSpan: - logger.error(f"No matching span found for op '{op_value}'") + # TODO: Fix sentry running out of span depth + logger.warning(f"No matching span found for op '{op_value}'") return None except MissingTransaction as e: logger.error(f"Missing top level transaction: {e}") - return + return None except Exception as e: logger.error(f"Error getting span by op '{op_value}': {e}") return None From f1d688b708abd6bc5fe6337c5863f5296c5cbac7 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 27 Jun 2024 12:03:54 -0700 Subject: [PATCH 100/148] [DOW-118] set up code linting and tests (#589) * adds github workflow * run black * run isort * adds precommit * adds vscode settings --- .github/workflows/test.yml | 74 +++++++++++++----- .pre-commit-config.yaml | 52 ++++++++++--- .vscode/extensions.json | 8 ++ .vscode/settings.json | 16 ++++ apps/langchain_agent/call_transcript_utils.py | 12 +-- apps/langchain_agent/main.py | 17 ++--- apps/langchain_agent/telephony_app.py | 15 ++-- apps/langchain_agent/tools/contacts.py | 1 + apps/langchain_agent/tools/vocode.py | 17 +++-- apps/langchain_agent/tools/word_of_the_day.py | 3 +- apps/telegram_bot/main.py | 75 ++++++------------- apps/voice_rag/main.py | 22 ++---- pyproject.toml | 2 - tests/streaming/action/test_dtmf.py | 2 +- .../streaming/action/test_end_conversation.py | 2 +- .../streaming/action/test_external_actions.py | 2 +- tests/streaming/action/test_record_email.py | 2 +- tests/streaming/action/test_transfer_call.py | 2 +- .../streaming/test_streaming_conversation.py | 2 +- vocode/streaming/action/transfer_call.py | 6 +- vocode/streaming/agent/anthropic_utils.py | 3 +- vocode/streaming/agent/groq_agent.py | 21 ++---- vocode/streaming/agent/langchain_agent.py | 5 +- vocode/streaming/models/agent.py | 11 ++- vocode/streaming/models/synthesizer.py | 5 +- vocode/streaming/models/transcriber.py | 5 +- vocode/streaming/models/websocket.py | 3 +- .../output_device/file_output_device.py | 3 +- .../streaming/output_device/speaker_output.py | 3 +- .../synthesizer/cartesia_synthesizer.py | 30 +++----- .../streaming/synthesizer/default_factory.py | 1 + .../telephony/server/router/calls.py | 4 +- 32 files changed, 234 insertions(+), 192 deletions(-) create mode 100644 .vscode/extensions.json create mode 100644 .vscode/settings.json diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 84f6eed24d..7793ca8d4a 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -6,51 +6,87 @@ on: pull_request: branches: [main, vocode-core-0.1.0] +env: + poetry-version: "1.8.3" + jobs: - build: + lint: strategy: fail-fast: false matrix: python-version: - "3.10" - "3.11" - poetry-version: - - "1.7.1" runs-on: ubuntu-latest steps: - uses: actions/checkout@v2 + - name: Install ffmpeg + run: | + sudo apt-get update + sudo apt-get install -y ffmpeg + - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v2 with: python-version: ${{ matrix.python-version }} + - name: Set up Poetry + uses: abatilo/actions-poetry@v3.0.0 + with: + poetry-version: ${{ env.poetry-version }} + + - name: Install dependencies + run: poetry install -E all + + - name: Run mypy + run: | + poetry run mypy -p vocode + poetry run mypy -p quickstarts + poetry run mypy -p playground + + - name: Run black + if: success() || failure() + run: poetry run black --check . + + - name: Run isort + shell: bash + if: success() || failure() + run: poetry run isort --check . + + pytest: + strategy: + fail-fast: false + matrix: + python-version: + - "3.10" + - "3.11" + + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v2 + - name: Install ffmpeg run: | sudo apt-get update sudo apt-get install -y ffmpeg - - name: Install poetry ${{ matrix.poetry-version }} - run: | - python -m ensurepip - python -m pip install --upgrade pip - python -m pip install poetry==${{ matrix.poetry-version }} + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v2 + with: + python-version: ${{ matrix.python-version }} - - name: View poetry --help - run: poetry --help + - name: Set up Poetry + uses: abatilo/actions-poetry@v3.0.0 + with: + poetry-version: ${{ env.poetry-version }} - name: Install dependencies - shell: bash - run: python -m poetry install -E all - - - name: Lint with mypy - run: | - python -m poetry run mypy -p vocode - python -m poetry run mypy -p quickstarts - python -m poetry run mypy -p playground + run: poetry install -E all - name: Test with pytest run: | - python -m poetry run python -m pytest -v tests + poetry run pytest -v tests diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 7b36c0a0bd..ca2336177e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,13 +1,41 @@ +default_language_version: + python: python3.10 + repos: - - repo: https://github.com/psf/black - rev: 24.4.2 - hooks: - - id: black - - repo: https://github.com/pre-commit/mirrors-mypy - rev: v1.8.0 - hooks: - - id: mypy - args: [--ignore-missing-imports, ./] - language: system - pass_filenames: false - stages: [pre-push] +- repo: https://github.com/pre-commit/pre-commit-hooks + rev: v4.6.0 + hooks: + - id: check-ast + - id: trailing-whitespace + - id: check-toml + - id: end-of-file-fixer + - id: check-case-conflict + - id: check-merge-conflict + - id: check-symlinks + - id: detect-private-key + - id: mixed-line-ending + args: + - --fix=lf + +- repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks + rev: v2.13.0 + hooks: + - id: pretty-format-yaml + args: + - --autofix + - --preserve-quotes + - --indent=2 + +- repo: https://github.com/pycqa/isort + rev: 5.13.2 + hooks: + - id: isort + args: + - --settings-path=./pyproject.toml + +- repo: https://github.com/psf/black-pre-commit-mirror + rev: 24.4.2 + hooks: + - id: black + args: + - --config=./pyproject.toml diff --git a/.vscode/extensions.json b/.vscode/extensions.json new file mode 100644 index 0000000000..9301ecc725 --- /dev/null +++ b/.vscode/extensions.json @@ -0,0 +1,8 @@ +{ + "recommendations": [ + "ms-python.black-formatter", + "ms-python.isort", + "ms-python.python", + "ms-python.vscode-pylance" + ] +} diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000000..5353050c8e --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,16 @@ +{ + "[python]": { + "editor.defaultFormatter": "ms-python.black-formatter", + "editor.codeActionsOnSave": { + "source.fixAll": "explicit", + "source.organizeImports": "explicit" + } + }, + "black-formatter.args": ["--config", "./pyproject.toml"], + "isort.args": ["--settings-path", "./pyproject.toml"], + "rewrap.autoWrap.enabled": true, + "rewrap.wrappingColumn": 100, + "python.testing.unittestEnabled": false, + "python.testing.pytestEnabled": true, + "isort.check": true +} diff --git a/apps/langchain_agent/call_transcript_utils.py b/apps/langchain_agent/call_transcript_utils.py index ce0764cf1a..cfbb0d4c76 100644 --- a/apps/langchain_agent/call_transcript_utils.py +++ b/apps/langchain_agent/call_transcript_utils.py @@ -5,17 +5,13 @@ def add_transcript(conversation_id: str, transcript: str) -> None: - transcript_path = os.path.join( - CALL_TRANSCRIPTS_DIR, "{}.txt".format(conversation_id) - ) + transcript_path = os.path.join(CALL_TRANSCRIPTS_DIR, "{}.txt".format(conversation_id)) with open(transcript_path, "a") as f: f.write(transcript) def get_transcript(conversation_id: str) -> Optional[str]: - transcript_path = os.path.join( - CALL_TRANSCRIPTS_DIR, "{}.txt".format(conversation_id) - ) + transcript_path = os.path.join(CALL_TRANSCRIPTS_DIR, "{}.txt".format(conversation_id)) if os.path.exists(transcript_path): with open(transcript_path, "r") as f: return f.read() @@ -23,9 +19,7 @@ def get_transcript(conversation_id: str) -> Optional[str]: def delete_transcript(conversation_id: str) -> bool: - transcript_path = os.path.join( - CALL_TRANSCRIPTS_DIR, "{}.txt".format(conversation_id) - ) + transcript_path = os.path.join(CALL_TRANSCRIPTS_DIR, "{}.txt".format(conversation_id)) if os.path.exists(transcript_path): os.remove(transcript_path) return True diff --git a/apps/langchain_agent/main.py b/apps/langchain_agent/main.py index ea76ced6c4..e51e0d0d56 100644 --- a/apps/langchain_agent/main.py +++ b/apps/langchain_agent/main.py @@ -1,32 +1,27 @@ import os import sys import typing -from dotenv import load_dotenv +from dotenv import load_dotenv +from langchain.memory import ConversationBufferMemory +from stdout_filterer import RedactPhoneNumbers from tools.contacts import get_all_contacts from tools.vocode import call_phone_number from tools.word_of_the_day import word_of_the_day + from vocode.turn_based.synthesizer.azure_synthesizer import AzureSynthesizer from vocode.turn_based.synthesizer.gtts_synthesizer import GTTSSynthesizer -from langchain.memory import ConversationBufferMemory - - -from stdout_filterer import RedactPhoneNumbers load_dotenv() +from langchain.agents import AgentType, initialize_agent from langchain.chat_models import ChatOpenAI -from langchain.agents import initialize_agent -from langchain.agents import AgentType if __name__ == "__main__": # Redirect stdout to our custom class sys.stdout = typing.cast(typing.TextIO, RedactPhoneNumbers(sys.stdout)) - OBJECTIVE = ( - input("Objective: ") - or "Find a random person in my contacts and tell them a joke" - ) + OBJECTIVE = input("Objective: ") or "Find a random person in my contacts and tell them a joke" llm = ChatOpenAI(temperature=0, model_name="gpt-4") # type: ignore memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True) # Logging of LLMChains diff --git a/apps/langchain_agent/telephony_app.py b/apps/langchain_agent/telephony_app.py index 3dc6edcfb0..3c4a5a15f5 100644 --- a/apps/langchain_agent/telephony_app.py +++ b/apps/langchain_agent/telephony_app.py @@ -1,19 +1,16 @@ import logging import os import typing + +from call_transcript_utils import add_transcript +from dotenv import load_dotenv from fastapi import FastAPI + from vocode.streaming.models.events import Event, EventType from vocode.streaming.models.transcript import TranscriptCompleteEvent -from vocode.streaming.utils import events_manager - -from vocode.streaming.telephony.config_manager.redis_config_manager import ( - RedisConfigManager, -) +from vocode.streaming.telephony.config_manager.redis_config_manager import RedisConfigManager from vocode.streaming.telephony.server.base import TelephonyServer - -from call_transcript_utils import add_transcript - -from dotenv import load_dotenv +from vocode.streaming.utils import events_manager load_dotenv() diff --git a/apps/langchain_agent/tools/contacts.py b/apps/langchain_agent/tools/contacts.py index 5c36970dc4..06fe25bfd6 100644 --- a/apps/langchain_agent/tools/contacts.py +++ b/apps/langchain_agent/tools/contacts.py @@ -1,4 +1,5 @@ from typing import List + from langchain.agents import tool CONTACTS = [{"name": "Ajay", "phone": "+15555555555"}] diff --git a/apps/langchain_agent/tools/vocode.py b/apps/langchain_agent/tools/vocode.py index 480dda581e..2dedd2ae93 100644 --- a/apps/langchain_agent/tools/vocode.py +++ b/apps/langchain_agent/tools/vocode.py @@ -1,24 +1,25 @@ -import logging import asyncio +import logging import os -from langchain.agents import tool + +from call_transcript_utils import delete_transcript, get_transcript from dotenv import load_dotenv +from langchain.agents import tool from vocode.streaming.models.message import BaseMessage -from call_transcript_utils import delete_transcript, get_transcript load_dotenv() -from vocode.streaming.telephony.conversation.outbound_call import OutboundCall -from vocode.streaming.telephony.config_manager.redis_config_manager import ( - RedisConfigManager, -) -from vocode.streaming.models.agent import ChatGPTAgentConfig import time +from vocode.streaming.models.agent import ChatGPTAgentConfig +from vocode.streaming.telephony.config_manager.redis_config_manager import RedisConfigManager +from vocode.streaming.telephony.conversation.outbound_call import OutboundCall + LOOP = asyncio.new_event_loop() asyncio.set_event_loop(LOOP) + @tool("call phone number") def call_phone_number(input: str) -> str: """calls a phone number as a bot and returns a transcript of the conversation. diff --git a/apps/langchain_agent/tools/word_of_the_day.py b/apps/langchain_agent/tools/word_of_the_day.py index a7979633cb..4e394f00ea 100644 --- a/apps/langchain_agent/tools/word_of_the_day.py +++ b/apps/langchain_agent/tools/word_of_the_day.py @@ -1,6 +1,7 @@ from typing import List -from langchain.agents import tool + import requests +from langchain.agents import tool WORDNIK_URL_WITH_KEY = "https://api.wordnik.com/v4/words.json/wordOfTheDay?api_key=d52b63b6880f17811310d0fbd3b0d3a8ef163a248f58dc831" diff --git a/apps/telegram_bot/main.py b/apps/telegram_bot/main.py index 673c417dcf..eee626a0aa 100644 --- a/apps/telegram_bot/main.py +++ b/apps/telegram_bot/main.py @@ -1,34 +1,29 @@ +import inspect import io +import logging import os import pickle -import logging -import inspect from collections import defaultdict +from typing import Dict, List, Optional, Tuple, Type, Union + +from dotenv import load_dotenv from pydantic.v1 import BaseModel -from typing import Tuple, Union, Optional, Dict, Type, List from pydub import AudioSegment from telegram import Update -from telegram.ext import ( - ApplicationBuilder, - ContextTypes, - CommandHandler, - MessageHandler, - filters, -) -from vocode.turn_based.transcriber import WhisperTranscriber, BaseTranscriber -from vocode.turn_based.agent import ChatGPTAgent, BaseAgent +from telegram.ext import ApplicationBuilder, CommandHandler, ContextTypes, MessageHandler, filters + +from vocode.turn_based.agent import BaseAgent, ChatGPTAgent from vocode.turn_based.synthesizer import ( + AzureSynthesizer, + BaseSynthesizer, CoquiSynthesizer, - StreamElementsSynthesizer, + CoquiTTSSynthesizer, ElevenLabsSynthesizer, PlayHtSynthesizer, - AzureSynthesizer, - CoquiTTSSynthesizer, RimeSynthesizer, - BaseSynthesizer, + StreamElementsSynthesizer, ) - -from dotenv import load_dotenv +from vocode.turn_based.transcriber import BaseTranscriber, WhisperTranscriber load_dotenv() @@ -70,9 +65,7 @@ supported_classes ), "supported_classes must match the keys of voice_attr_of!" -assert ( - type(SYNTH) in voice_attr_of.keys() -), "Synthesizer class must be one of the supported ones!" +assert type(SYNTH) in voice_attr_of.keys(), "Synthesizer class must be one of the supported ones!" # Check voice_attr_of is correct by asserting all classes have their corresponding value as a parameter in the init function for key, value in voice_attr_of.items(): assert value in inspect.signature(key.__init__).parameters @@ -93,9 +86,7 @@ class Voice(BaseModel): class Chat(BaseModel): voices: List[Voice] = DEFAULT_VOICES # List of available voices for the chat current_voice: Voice = DEFAULT_VOICES[0] # Current voice for the chat - current_conversation: Optional[ - bytes - ] = None # Current conversation as a pickled object + current_conversation: Optional[bytes] = None # Current conversation as a pickled object class VocodeBotResponder: @@ -149,9 +140,7 @@ async def get_response( voice_description = user.current_voice.description # If we have a Coqui voice prompt, use that. Otherwise, set ID as synthesizer expects. - if voice_description is not None and isinstance( - self.synthesizer, CoquiSynthesizer - ): + if voice_description is not None and isinstance(self.synthesizer, CoquiSynthesizer): self.synthesizer.voice_prompt = voice_description elif voice_id is not None: setattr(self.synthesizer, voice_attr_of[type(self.synthesizer)], voice_id) @@ -172,9 +161,7 @@ async def handle_telegram_start( start_text = """ I'm a voice chatbot, send a voice message to me and I'll send one back!" Use /help to see available commands. """ - await context.bot.send_message( - chat_id=update.effective_chat.id, text=start_text - ) + await context.bot.send_message(chat_id=update.effective_chat.id, text=start_text) async def handle_telegram_message( self, update: Update, context: ContextTypes.DEFAULT_TYPE @@ -183,9 +170,7 @@ async def handle_telegram_message( chat_id = update.effective_chat.id # Accept text or voice messages if update.message and update.message.voice: - user_telegram_voice = await context.bot.get_file( - update.message.voice.file_id - ) + user_telegram_voice = await context.bot.get_file(update.message.voice.file_id) bytes = await user_telegram_voice.download_as_bytearray() # convert audio bytes to numpy array input = AudioSegment.from_file( @@ -206,9 +191,7 @@ async def handle_telegram_message( agent_response, synth_response = await self.get_response(int(chat_id), input) out_voice = io.BytesIO() synth_response.export(out_f=out_voice, format="ogg", codec="libopus") # type: ignore - await context.bot.send_message( - chat_id=update.effective_chat.id, text=agent_response - ) + await context.bot.send_message(chat_id=update.effective_chat.id, text=agent_response) await context.bot.send_voice(chat_id=str(chat_id), voice=out_voice) async def handle_telegram_select_voice( @@ -235,9 +218,7 @@ async def handle_telegram_select_voice( self.db[chat_id].current_voice = user_voices[new_voice_id] # Reset conversation self.db[chat_id].current_conversation = None - await context.bot.send_message( - chat_id=chat_id, text="Voice changed successfully!" - ) + await context.bot.send_message(chat_id=chat_id, text="Voice changed successfully!") async def handle_telegram_create_voice( self, update: Update, context: ContextTypes.DEFAULT_TYPE @@ -266,9 +247,7 @@ async def handle_telegram_create_voice( # Reset conversation self.db[chat_id].current_conversation = None - await context.bot.send_message( - chat_id=chat_id, text="Voice changed successfully!" - ) + await context.bot.send_message(chat_id=chat_id, text="Voice changed successfully!") async def handle_telegram_list_voices( self, update: Update, context: ContextTypes.DEFAULT_TYPE @@ -287,9 +266,7 @@ async def handle_telegram_list_voices( chat_id=chat_id, text=f"Available voices:\n{voices_formatted}" ) - async def handle_telegram_who( - self, update: Update, context: ContextTypes.DEFAULT_TYPE - ) -> None: + async def handle_telegram_who(self, update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: assert update.effective_chat, "Chat must be defined!" chat_id = update.effective_chat.id current_voice = self.db[chat_id].current_voice @@ -334,15 +311,11 @@ async def handle_telegram_unknown_cmd( voco = VocodeBotResponder(transcriber, SYSTEM_PROMPT, SYNTH) application = ApplicationBuilder().token(os.environ["TELEGRAM_BOT_KEY"]).build() application.add_handler(CommandHandler("start", voco.handle_telegram_start)) - application.add_handler( - MessageHandler(~filters.COMMAND, voco.handle_telegram_message) - ) + application.add_handler(MessageHandler(~filters.COMMAND, voco.handle_telegram_message)) application.add_handler(CommandHandler("create", voco.handle_telegram_create_voice)) application.add_handler(CommandHandler("voice", voco.handle_telegram_select_voice)) application.add_handler(CommandHandler("list", voco.handle_telegram_list_voices)) application.add_handler(CommandHandler("who", voco.handle_telegram_who)) application.add_handler(CommandHandler("help", voco.handle_telegram_help)) - application.add_handler( - MessageHandler(filters.COMMAND, voco.handle_telegram_unknown_cmd) - ) + application.add_handler(MessageHandler(filters.COMMAND, voco.handle_telegram_unknown_cmd)) application.run_polling() diff --git a/apps/voice_rag/main.py b/apps/voice_rag/main.py index 3460df8913..0c3b04deb3 100644 --- a/apps/voice_rag/main.py +++ b/apps/voice_rag/main.py @@ -1,25 +1,19 @@ -import os import logging -from fastapi import FastAPI +import os -from vocode.streaming.models.agent import ChatGPTAgentConfig -from vocode.streaming.models.synthesizer import AzureSynthesizerConfig -from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer +from dotenv import load_dotenv +from fastapi import FastAPI from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent from vocode.streaming.client_backend.conversation import ConversationRouter +from vocode.streaming.models.agent import ChatGPTAgentConfig from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.models.transcriber import DeepgramTranscriberConfig, TimeEndpointingConfig +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer +from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber from vocode.streaming.vector_db.factory import VectorDBFactory from vocode.streaming.vector_db.pinecone import PineconeConfig -from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber - - -from vocode.streaming.models.transcriber import ( - DeepgramTranscriberConfig, - TimeEndpointingConfig, -) - -from dotenv import load_dotenv load_dotenv() diff --git a/pyproject.toml b/pyproject.toml index 3466af1b0f..2110da3b70 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -122,8 +122,6 @@ ENVIRONMENT = "test" AZURE_OPENAI_API_BASE_EAST_US = "https://api.openai.com" AZURE_OPENAI_API_KEY_EAST_US = "test" -[tool.coverage.run] -omit = ["tests/*"] [tool.black] line-length = 100 diff --git a/tests/streaming/action/test_dtmf.py b/tests/streaming/action/test_dtmf.py index 1f7097086a..24050c0525 100644 --- a/tests/streaming/action/test_dtmf.py +++ b/tests/streaming/action/test_dtmf.py @@ -1,7 +1,7 @@ import pytest from aioresponses import aioresponses -from tests.fakedata.id import generate_uuid +from tests.fakedata.id import generate_uuid from vocode.streaming.action.dtmf import ( DTMFParameters, DTMFVocodeActionConfig, diff --git a/tests/streaming/action/test_end_conversation.py b/tests/streaming/action/test_end_conversation.py index 44cfb5109d..312c72285b 100644 --- a/tests/streaming/action/test_end_conversation.py +++ b/tests/streaming/action/test_end_conversation.py @@ -6,8 +6,8 @@ import pytest from pydantic.v1 import BaseModel from pytest_mock import MockerFixture -from tests.fakedata.id import generate_uuid +from tests.fakedata.id import generate_uuid from vocode.streaming.action.end_conversation import ( EndConversation, EndConversationParameters, diff --git a/tests/streaming/action/test_external_actions.py b/tests/streaming/action/test_external_actions.py index 53eb3a4775..315f670d9f 100644 --- a/tests/streaming/action/test_external_actions.py +++ b/tests/streaming/action/test_external_actions.py @@ -3,8 +3,8 @@ import os import pytest -from tests.fakedata.id import generate_uuid +from tests.fakedata.id import generate_uuid from vocode.streaming.action.execute_external_action import ( ExecuteExternalAction, ExecuteExternalActionParameters, diff --git a/tests/streaming/action/test_record_email.py b/tests/streaming/action/test_record_email.py index 1b66dc156c..7864dd37ff 100644 --- a/tests/streaming/action/test_record_email.py +++ b/tests/streaming/action/test_record_email.py @@ -1,6 +1,6 @@ import pytest -from tests.fakedata.id import generate_uuid +from tests.fakedata.id import generate_uuid from vocode.streaming.action.record_email import ( RecordEmail, RecordEmailParameters, diff --git a/tests/streaming/action/test_transfer_call.py b/tests/streaming/action/test_transfer_call.py index afa3f932f0..f4111d877e 100644 --- a/tests/streaming/action/test_transfer_call.py +++ b/tests/streaming/action/test_transfer_call.py @@ -6,8 +6,8 @@ import pytest from aioresponses import aioresponses from pytest_mock import MockerFixture -from tests.fakedata.id import generate_uuid +from tests.fakedata.id import generate_uuid from vocode.streaming.action.transfer_call import ( TransferCallEmptyParameters, TransferCallVocodeActionConfig, diff --git a/tests/streaming/test_streaming_conversation.py b/tests/streaming/test_streaming_conversation.py index e38b6efadc..4299438376 100644 --- a/tests/streaming/test_streaming_conversation.py +++ b/tests/streaming/test_streaming_conversation.py @@ -5,12 +5,12 @@ import pytest from pydantic.v1 import BaseModel from pytest_mock import MockerFixture + from tests.fakedata.conversation import ( DEFAULT_CHAT_GPT_AGENT_CONFIG, create_fake_agent, create_fake_streaming_conversation, ) - from vocode.streaming.models.actions import ActionInput from vocode.streaming.models.agent import InterruptSensitivity from vocode.streaming.models.events import Sender diff --git a/vocode/streaming/action/transfer_call.py b/vocode/streaming/action/transfer_call.py index 48500ae97f..397dd7a4ef 100644 --- a/vocode/streaming/action/transfer_call.py +++ b/vocode/streaming/action/transfer_call.py @@ -1,4 +1,4 @@ -from typing import Literal, Type, Optional, Union, get_args +from typing import Literal, Optional, Type, Union, get_args from loguru import logger from pydantic.v1 import BaseModel, Field @@ -33,7 +33,9 @@ class TransferCallResponse(BaseModel): class TransferCallVocodeActionConfig(VocodeActionConfig, type="action_transfer_call"): # type: ignore - phone_number: Optional[str] = Field(None, description="The phone number to transfer the call to") + phone_number: Optional[str] = Field( + None, description="The phone number to transfer the call to" + ) def get_phone_number(self, input: ActionInput) -> str: if isinstance(input.params, TransferCallRequiredParameters): diff --git a/vocode/streaming/agent/anthropic_utils.py b/vocode/streaming/agent/anthropic_utils.py index 54cefa972c..78d992d24f 100644 --- a/vocode/streaming/agent/anthropic_utils.py +++ b/vocode/streaming/agent/anthropic_utils.py @@ -28,6 +28,7 @@ def format_anthropic_chat_messages_from_transcript( ] # TODO: reliably count tokens of Anthropic messages so that we don't exceed the context window + def merge_bot_messages_for_langchain(messages: list[tuple]) -> list[tuple]: merged_messages: list[tuple] = [] for role, message in messages: @@ -35,4 +36,4 @@ def merge_bot_messages_for_langchain(messages: list[tuple]) -> list[tuple]: merged_messages[-1] = ("ai", merged_messages[-1][1] + message) else: merged_messages.append((role, message)) - return merged_messages \ No newline at end of file + return merged_messages diff --git a/vocode/streaming/agent/groq_agent.py b/vocode/streaming/agent/groq_agent.py index b748f2207d..bd4a170396 100644 --- a/vocode/streaming/agent/groq_agent.py +++ b/vocode/streaming/agent/groq_agent.py @@ -3,30 +3,25 @@ from typing import Any, AsyncGenerator, Dict, List, Optional, TypeVar, Union import sentry_sdk -from loguru import logger from groq import AsyncGroq +from loguru import logger from vocode import sentry_span_tags from vocode.streaming.action.abstract_factory import AbstractActionFactory from vocode.streaming.action.default_factory import DefaultActionFactory from vocode.streaming.agent.base_agent import GeneratedResponse, RespondAgent, StreamedResponse from vocode.streaming.agent.openai_utils import ( - vector_db_result_to_openai_chat_message, - openai_get_tokens, get_openai_chat_messages_from_transcript, - merge_event_logs -) -from vocode.streaming.models.transcript import ( - EventLog, - Message, - Transcript, + merge_event_logs, + openai_get_tokens, + vector_db_result_to_openai_chat_message, ) from vocode.streaming.agent.streaming_utils import collate_response_async, stream_response_async from vocode.streaming.models.actions import FunctionCallActionTrigger from vocode.streaming.models.agent import GroqAgentConfig from vocode.streaming.models.events import Sender from vocode.streaming.models.message import BaseMessage, BotBackchannel, LLMToken -from vocode.streaming.models.transcript import Message +from vocode.streaming.models.transcript import EventLog, Message, Transcript from vocode.streaming.vector_db.factory import VectorDBFactory from vocode.utils.sentry_utils import CustomSentrySpans, sentry_create_span @@ -63,7 +58,7 @@ def get_functions(self): for action_config in self.agent_config.actions if isinstance(action_config.action_trigger, FunctionCallActionTrigger) ] - + def format_groq_chat_messages_from_transcript( self, transcript: Transcript, @@ -99,7 +94,7 @@ def get_chat_parameters(self, messages: Optional[List] = None, use_functions: bo parameters["functions"] = self.functions return parameters - + async def _create_groq_stream(self, chat_parameters: Dict[str, Any]) -> AsyncGenerator: try: stream = await self.groq_client.chat.completions.create(**chat_parameters) @@ -238,4 +233,4 @@ async def generate_response( yield ResponseClass( message=message, is_interruptible=True, - ) \ No newline at end of file + ) diff --git a/vocode/streaming/agent/langchain_agent.py b/vocode/streaming/agent/langchain_agent.py index 77045cb5e7..9e41ea03e8 100644 --- a/vocode/streaming/agent/langchain_agent.py +++ b/vocode/streaming/agent/langchain_agent.py @@ -1,12 +1,11 @@ from typing import AsyncGenerator, AsyncIterator, Optional import sentry_sdk -from loguru import logger - +from langchain.chat_models import init_chat_model from langchain_core.messages.base import BaseMessage as LangchainBaseMessage from langchain_core.prompts import ChatPromptTemplate from langchain_core.runnables.base import Runnable -from langchain.chat_models import init_chat_model +from loguru import logger from vocode.streaming.action.abstract_factory import AbstractActionFactory from vocode.streaming.action.default_factory import DefaultActionFactory diff --git a/vocode/streaming/models/agent.py b/vocode/streaming/models/agent.py index f3e907ea3e..b023e1e234 100644 --- a/vocode/streaming/models/agent.py +++ b/vocode/streaming/models/agent.py @@ -3,11 +3,12 @@ from pydantic.v1 import validator -from .model import BaseModel, TypedModel -from .vector_db import VectorDBConfig from vocode.streaming.models.actions import ActionConfig from vocode.streaming.models.message import BaseMessage +from .model import BaseModel, TypedModel +from .vector_db import VectorDBConfig + FILLER_AUDIO_DEFAULT_SILENCE_THRESHOLD_SECONDS = 0.5 LLM_AGENT_DEFAULT_TEMPERATURE = 1.0 LLM_AGENT_DEFAULT_MAX_TOKENS = 256 @@ -137,7 +138,8 @@ class AnthropicAgentConfig(AgentConfig, type=AgentType.ANTHROPIC.value): # type model_name: str = CHAT_ANTHROPIC_DEFAULT_MODEL_NAME max_tokens: int = LLM_AGENT_DEFAULT_MAX_TOKENS temperature: float = LLM_AGENT_DEFAULT_TEMPERATURE - + + class LangchainAgentConfig(AgentConfig, type=AgentType.LANGCHAIN.value): # type: ignore prompt_preamble: str model_name: str @@ -151,6 +153,7 @@ class ChatVertexAIAgentConfig(AgentConfig, type=AgentType.CHAT_VERTEX_AI.value): model_name: str = CHAT_VERTEX_AI_DEFAULT_MODEL_NAME generate_responses: bool = False # Google Vertex AI doesn't support streaming + class GroqAgentConfig(AgentConfig, type=AgentType.GROQ.value): # type: ignore groq_api_key: Optional[str] = None prompt_preamble: str @@ -216,4 +219,4 @@ class RESTfulAgentText(RESTfulAgentOutput, type=RESTfulAgentOutputType.TEXT): # class RESTfulAgentEnd(RESTfulAgentOutput, type=RESTfulAgentOutputType.END): # type: ignore - pass \ No newline at end of file + pass diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index f1c8c01cbd..eb1032d6c3 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -3,12 +3,13 @@ from pydantic.v1 import validator -from .audio import AudioEncoding, SamplingRate -from .model import BaseModel, TypedModel from vocode.streaming.models.client_backend import OutputAudioConfig from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.telephony.constants import DEFAULT_AUDIO_ENCODING, DEFAULT_SAMPLING_RATE +from .audio import AudioEncoding, SamplingRate +from .model import BaseModel, TypedModel + class SynthesizerType(str, Enum): BASE = "synthesizer_base" diff --git a/vocode/streaming/models/transcriber.py b/vocode/streaming/models/transcriber.py index 857e5b6c01..b67cbd79c0 100644 --- a/vocode/streaming/models/transcriber.py +++ b/vocode/streaming/models/transcriber.py @@ -3,8 +3,6 @@ from pydantic.v1 import validator -from .audio import AudioEncoding -from .model import TypedModel from vocode.streaming.input_device.base_input_device import BaseInputDevice from vocode.streaming.models.client_backend import InputAudioConfig from vocode.streaming.models.model import BaseModel @@ -14,6 +12,9 @@ DEFAULT_SAMPLING_RATE, ) +from .audio import AudioEncoding +from .model import TypedModel + AZURE_DEFAULT_LANGUAGE = "en-US" DEEPGRAM_API_WS_URL = "wss://api.deepgram.com" diff --git a/vocode/streaming/models/websocket.py b/vocode/streaming/models/websocket.py index ab1f8e42b2..0629ea19a4 100644 --- a/vocode/streaming/models/websocket.py +++ b/vocode/streaming/models/websocket.py @@ -2,13 +2,14 @@ from enum import Enum from typing import Optional +from vocode.streaming.models.client_backend import InputAudioConfig, OutputAudioConfig + from .agent import AgentConfig from .events import Sender from .model import TypedModel from .synthesizer import SynthesizerConfig from .transcriber import TranscriberConfig from .transcript import TranscriptEvent -from vocode.streaming.models.client_backend import InputAudioConfig, OutputAudioConfig class WebSocketMessageType(str, Enum): diff --git a/vocode/streaming/output_device/file_output_device.py b/vocode/streaming/output_device/file_output_device.py index d9ab22d8dd..65a548facd 100644 --- a/vocode/streaming/output_device/file_output_device.py +++ b/vocode/streaming/output_device/file_output_device.py @@ -4,10 +4,11 @@ import numpy as np -from .base_output_device import BaseOutputDevice from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.utils.worker import ThreadAsyncWorker +from .base_output_device import BaseOutputDevice + class FileWriterWorker(ThreadAsyncWorker): def __init__(self, input_queue: Queue, wave) -> None: diff --git a/vocode/streaming/output_device/speaker_output.py b/vocode/streaming/output_device/speaker_output.py index 34d8be0092..a9a30f82e5 100644 --- a/vocode/streaming/output_device/speaker_output.py +++ b/vocode/streaming/output_device/speaker_output.py @@ -4,9 +4,10 @@ import numpy as np import sounddevice as sd -from .base_output_device import BaseOutputDevice from vocode.streaming.models.audio import AudioEncoding +from .base_output_device import BaseOutputDevice + raise DeprecationWarning("Use BlockingSpeakerOutput instead") diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index 9e1392e6ad..84f779ca07 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -1,6 +1,6 @@ +import hashlib import io import wave -import hashlib from vocode import getenv from vocode.streaming.models.audio import AudioEncoding, SamplingRate @@ -21,16 +21,13 @@ def __init__( try: from cartesia.tts import AsyncCartesiaTTS except ImportError as e: - raise ImportError( - f"Missing required dependancies for CartesiaSynthesizer" - ) from e - + raise ImportError(f"Missing required dependancies for CartesiaSynthesizer") from e + self.cartesia_tts = AsyncCartesiaTTS - + self.api_key = synthesizer_config.api_key or getenv("CARTESIA_API_KEY") if not self.api_key: raise ValueError("Missing Cartesia API key") - if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: self.channel_width = 2 @@ -55,16 +52,13 @@ def __init__( self.output_format = "pcm_16000" self.sampling_rate = 16000 else: - raise ValueError( - f"Unsupported audio encoding {synthesizer_config.audio_encoding}" - ) + raise ValueError(f"Unsupported audio encoding {synthesizer_config.audio_encoding}") self.num_channels = 1 self.model_id = synthesizer_config.model_id self.voice_id = synthesizer_config.voice_id self.client = self.cartesia_tts(api_key=self.api_key) self.voice_embedding = self.client.get_voice_embedding(voice_id=self.voice_id) - async def create_speech_uncached( self, @@ -78,17 +72,17 @@ async def create_speech_uncached( voice=self.voice_embedding, stream=True, model_id=self.model_id, - data_rtype='bytes', - output_format=self.output_format + data_rtype="bytes", + output_format=self.output_format, ) audio_file = io.BytesIO() - with wave.open(audio_file, 'wb') as wav_file: + with wave.open(audio_file, "wb") as wav_file: wav_file.setnchannels(self.num_channels) wav_file.setsampwidth(self.channel_width) wav_file.setframerate(self.sampling_rate) async for chunk in generator: - wav_file.writeframes(chunk['audio']) + wav_file.writeframes(chunk["audio"]) audio_file.seek(0) result = self.create_synthesis_result_from_wav( @@ -99,7 +93,7 @@ async def create_speech_uncached( ) return result - + @classmethod def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): hashed_api_key = hashlib.sha256(f"{synthesizer_config.api_key}".encode("utf-8")).hexdigest() @@ -109,6 +103,6 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): hashed_api_key, str(synthesizer_config.voice_id), str(synthesizer_config.model_id), - synthesizer_config.audio_encoding + synthesizer_config.audio_encoding, ) - ) \ No newline at end of file + ) diff --git a/vocode/streaming/synthesizer/default_factory.py b/vocode/streaming/synthesizer/default_factory.py index 16574d4e5a..f7ba75685b 100644 --- a/vocode/streaming/synthesizer/default_factory.py +++ b/vocode/streaming/synthesizer/default_factory.py @@ -1,4 +1,5 @@ from typing import Type + from vocode.streaming.models.synthesizer import ( AzureSynthesizerConfig, CartesiaSynthesizerConfig, diff --git a/vocode/streaming/telephony/server/router/calls.py b/vocode/streaming/telephony/server/router/calls.py index 525096945e..5db6af8b0d 100644 --- a/vocode/streaming/telephony/server/router/calls.py +++ b/vocode/streaming/telephony/server/router/calls.py @@ -1,9 +1,10 @@ from typing import Optional +import sentry_sdk from fastapi import APIRouter, HTTPException, WebSocket from loguru import logger -import sentry_sdk +from vocode import sentry_transaction from vocode.streaming.agent.abstract_factory import AbstractAgentFactory from vocode.streaming.agent.default_factory import DefaultAgentFactory from vocode.streaming.models.telephony import BaseCallConfig, TwilioCallConfig, VonageCallConfig @@ -23,7 +24,6 @@ from vocode.streaming.transcriber.default_factory import DefaultTranscriberFactory from vocode.streaming.utils.base_router import BaseRouter from vocode.streaming.utils.events_manager import EventsManager -from vocode import sentry_transaction class CallsRouter(BaseRouter): From c640bc6b7a481b8854835c54087f1d6abbe967e9 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 27 Jun 2024 12:13:03 -0700 Subject: [PATCH 101/148] adds pre-commit guidelines (#590) --- contributing.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/contributing.md b/contributing.md index 69cd6a98c7..a6e0cccb36 100644 --- a/contributing.md +++ b/contributing.md @@ -10,6 +10,12 @@ To install requirements: ```bash poetry install +``` + +Install [`pre-commit`](https://pre-commit.com/) to run linting before pushing, e.g. with Homebrew: + +```bash +brew install pre-commit poetry run pre-commit install ``` From 50318ca438994e12d6dccf94ce9010bb634aa09f Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 3 Jul 2024 08:33:54 -0700 Subject: [PATCH 102/148] creates docker image, updates telephony app deps (#601) --- apps/telephony_app/Dockerfile | 9 +- apps/telephony_app/poetry.lock | 137 +++++++++++++++++++++++++++++- apps/telephony_app/pyproject.toml | 2 + docker/Dockerfile | 8 ++ 4 files changed, 146 insertions(+), 10 deletions(-) create mode 100644 docker/Dockerfile diff --git a/apps/telephony_app/Dockerfile b/apps/telephony_app/Dockerfile index 4223fb77a3..ae57750598 100644 --- a/apps/telephony_app/Dockerfile +++ b/apps/telephony_app/Dockerfile @@ -1,11 +1,4 @@ -FROM python:3.10-bullseye - 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version = "1.2.14" @@ -1767,6 +1821,26 @@ grpcio = ">=1.58.0,<2.0.0" protobuf = ">=4.24.3,<5.0.0" requests = ">=2.31.0,<3.0.0" +[[package]] +name = "pyjwt" +version = "2.8.0" +description = "JSON Web Token implementation in Python" +optional = false +python-versions = ">=3.7" +files = [ + {file = "PyJWT-2.8.0-py3-none-any.whl", hash = "sha256:59127c392cc44c2da5bb3192169a91f429924e17aff6534d70fdc02ab3e04320"}, + {file = "PyJWT-2.8.0.tar.gz", hash = "sha256:57e28d156e3d5c10088e0c68abb90bfac3df82b40a71bd0daa20c65ccd5c23de"}, +] + +[package.dependencies] +cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"crypto\""} + +[package.extras] +crypto = ["cryptography (>=3.4.0)"] +dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"] +docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"] +tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"] + [[package]] name = "pyngrok" version = "7.1.6" @@ -1813,6 +1887,17 @@ files = [ [package.extras] dev = ["atomicwrites (==1.4.1)", "attrs (==23.2.0)", "coverage (==7.4.1)", "hatch", "invoke (==2.2.0)", "more-itertools (==10.2.0)", "pbr (==6.0.0)", "pluggy (==1.4.0)", "py (==1.11.0)", "pytest (==8.0.0)", "pytest-cov (==4.1.0)", "pytest-timeout (==2.2.0)", "pyyaml (==6.0.1)", "ruff (==0.2.1)"] +[[package]] +name = "pytz" +version = "2024.1" +description = "World timezone definitions, modern and historical" +optional = false +python-versions = "*" +files = [ + {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"}, + {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"}, +] + [[package]] name = "pyyaml" version = "6.0.1" @@ -2689,6 +2774,54 @@ synthesizers = ["cartesia (>=0.1.1,<0.2.0)", "google-cloud-texttospeech (>=2.16. telephony = ["twilio (>=9.1.0,<10.0.0)", "vonage (>=3.14.0,<4.0.0)"] transcribers = ["google-cloud-speech (>=2.26.0,<3.0.0)"] +[[package]] +name = "vonage" +version = "3.16.0" +description = "Vonage Server SDK for Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "vonage-3.16.0-py2.py3-none-any.whl", hash = "sha256:ce14eb29f0942c55899c48254d39cb6624cdc1ff5e9b1ca6d520afea85abc352"}, + {file = "vonage-3.16.0.tar.gz", hash = "sha256:63ea60a70b358ddfc7b5491b1b39d3699d25fa41a6e9246ac4c8f3c5aeeff830"}, +] + +[package.dependencies] +Deprecated = "*" +pydantic = ">=2.5.2" +pytz = ">=2018.5" +requests = ">=2.4.2" +vonage-jwt = ">=1.1.0" + +[[package]] +name = "vonage-jwt" +version = "1.1.1" +description = "Tooling for working with JWTs for Vonage APIs in Python." +optional = false +python-versions = ">=3.8" +files = [ + {file = "vonage_jwt-1.1.1-py3-none-any.whl", hash = "sha256:4b751571e013deeab9f13b68f9e1478d8aa7f0a91f0cb7f6d793fa7b859859df"}, + {file = "vonage_jwt-1.1.1.tar.gz", hash = "sha256:15f4b1cd8fa5909390a4074a909053ae823df0557b1edb9b675d0a013295dc10"}, +] + +[package.dependencies] +pyjwt = {version = ">=1.6.4", extras = ["crypto"]} +vonage-utils = ">=1.1.2" + +[[package]] +name = "vonage-utils" +version = "1.1.2" +description = "Utils package containing objects for use with Vonage APIs" +optional = false +python-versions = ">=3.8" +files = [ + {file = "vonage_utils-1.1.2-py3-none-any.whl", hash = "sha256:a815a8be8f5fdba558d090d0f81b469a2eb0ded4cccbfe4e27dc9276e84c4b7e"}, + {file = "vonage_utils-1.1.2.tar.gz", hash = "sha256:a86c1eafe62e6f82d18dda6fd4dc78c898dea81888b83f18ea75105365307daf"}, +] + +[package.dependencies] +pydantic = ">=2.7.1" +typing-extensions = ">=4.9.0" + [[package]] name = "watchfiles" version = "0.22.0" @@ -3071,4 +3204,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.12" -content-hash = "8afcf31d9adf4f896c839a2e1f2a1f9cd7a538cacc09899f6a5f1e4cea239945" +content-hash = "a283dd73bcbfd3bb9ee561e88d9fd49ac7e4e40e8bad221ccc8486b0e15452b0" diff --git a/apps/telephony_app/pyproject.toml b/apps/telephony_app/pyproject.toml index e6b1c0d477..b32eef8a9a 100644 --- a/apps/telephony_app/pyproject.toml +++ b/apps/telephony_app/pyproject.toml @@ -4,6 +4,7 @@ version = "0.1.0" description = "" authors = ["Your Name "] readme = "README.md" +package-mode = false [tool.poetry.dependencies] python = ">=3.10,<3.12" @@ -11,6 +12,7 @@ pyngrok = "^7.1.6" python-dotenv = "^1.0.1" azure-cognitiveservices-speech = "^1.38.0" vocode = "0.1.113" +vonage = "^3.16.0" [build-system] diff --git a/docker/Dockerfile b/docker/Dockerfile new file mode 100644 index 0000000000..6dc2563d61 --- /dev/null +++ b/docker/Dockerfile @@ -0,0 +1,8 @@ +FROM python:3.11-bullseye + +# get portaudio and ffmpeg +RUN apt-get update \ + && apt-get install -y libportaudio2 libportaudiocpp0 portaudio19-dev libasound-dev libsndfile1-dev ffmpeg \ + && apt-get clean + +RUN pip install vocode From 60d21879d76e21a85bd25f9e607f3322eb3d3c45 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 3 Jul 2024 10:55:05 -0700 Subject: [PATCH 103/148] [DOW-105] refactor interruptions into the output device (#586) * [DOW-105] refactor interruptions into the output device (#562) * initial refactor works * remove notion of UtteranceAudioChunk and put all of the state in the callback * move per_chunk_allowance_seconds into output device * onboard onto vonage * rename to abstract output device and onboard other output devices * initial work to onboard twilio output device * twilio conversation works * some cleanup with better comments * unset poetry.lock * move abstract play method into ratelimitoutputdevice + dispatch to thread in fileoutputdevice * rename back to AsyncWorker * comments * work through a bit of mypy * asyncio.gather is g2g: * create interrupt lock * remove todo * remove last todo * remove log for interrupts * fmt * fix mypy * fix mypy * isort * creates first test and adds scaffolding * adds two other send_speech_to_output tests * make send_speech_to_output more efficient * adds tests for rate limit interruptions output device * makes some variables private and also makes the chunk id coming back from the mark match the incoming audio chunk * adds twilio output device tests * make typing better for output devices * fix mypy * resolve PR comments * resolve PR comments --- .../streaming/synthesizer/synthesize.py | 10 +- tests/fakedata/conversation.py | 54 ++++- ..._rate_limit_interruptions_output_device.py | 68 ++++++ .../test_twilio_output_device.py | 139 ++++++++++++ .../streaming/test_streaming_conversation.py | 125 ++++++++++- vocode/helpers.py | 2 +- .../streaming/client_backend/conversation.py | 2 +- vocode/streaming/models/synthesizer.py | 4 +- .../output_device/abstract_output_device.py | 26 +++ vocode/streaming/output_device/audio_chunk.py | 28 +++ .../output_device/base_output_device.py | 16 -- .../output_device/blocking_speaker_output.py | 57 +++-- .../output_device/file_output_device.py | 43 +--- .../rate_limit_interruptions_output_device.py | 70 ++++++ .../streaming/output_device/speaker_output.py | 4 +- .../output_device/twilio_output_device.py | 121 ++++++++--- .../output_device/vonage_output_device.py | 36 ++-- .../output_device/websocket_output_device.py | 27 +-- vocode/streaming/streaming_conversation.py | 199 ++++++++++-------- .../synthesizer/azure_synthesizer.py | 4 +- .../streaming/synthesizer/base_synthesizer.py | 26 ++- .../eleven_labs_websocket_synthesizer.py | 4 +- .../synthesizer/polly_synthesizer.py | 6 +- .../abstract_phone_conversation.py | 2 - .../conversation/mark_message_queue.py | 46 ---- .../conversation/twilio_phone_conversation.py | 150 +------------ .../conversation/vonage_phone_conversation.py | 2 - .../streaming/transcriber/base_transcriber.py | 9 +- vocode/streaming/utils/__init__.py | 9 + vocode/streaming/utils/worker.py | 4 +- ...ut_device.py => abstract_output_device.py} | 8 +- .../output_device/speaker_output.py | 4 +- vocode/turn_based/turn_based_conversation.py | 4 +- 33 files changed, 848 insertions(+), 461 deletions(-) create mode 100644 tests/streaming/output_device/test_rate_limit_interruptions_output_device.py create mode 100644 tests/streaming/output_device/test_twilio_output_device.py create mode 100644 vocode/streaming/output_device/abstract_output_device.py create mode 100644 vocode/streaming/output_device/audio_chunk.py delete mode 100644 vocode/streaming/output_device/base_output_device.py create mode 100644 vocode/streaming/output_device/rate_limit_interruptions_output_device.py delete mode 100644 vocode/streaming/telephony/conversation/mark_message_queue.py rename vocode/turn_based/output_device/{base_output_device.py => abstract_output_device.py} (54%) diff --git a/playground/streaming/synthesizer/synthesize.py b/playground/streaming/synthesizer/synthesize.py index 086169772f..c9431620af 100644 --- a/playground/streaming/synthesizer/synthesize.py +++ b/playground/streaming/synthesizer/synthesize.py @@ -2,11 +2,13 @@ from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.synthesizer import AzureSynthesizerConfig -from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice +from vocode.streaming.output_device.audio_chunk import AudioChunk from vocode.streaming.output_device.blocking_speaker_output import BlockingSpeakerOutput from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer from vocode.streaming.utils import get_chunk_size_per_second +from vocode.streaming.utils.worker import InterruptibleEvent if __name__ == "__main__": import asyncio @@ -19,7 +21,7 @@ async def speak( synthesizer: BaseSynthesizer, - output_device: BaseOutputDevice, + output_device: AbstractOutputDevice, message: BaseMessage, ): message_sent = message.text @@ -38,7 +40,9 @@ async def speak( try: start_time = time.time() speech_length_seconds = seconds_per_chunk * (len(chunk_result.chunk) / chunk_size) - output_device.consume_nonblocking(chunk_result.chunk) + output_device.consume_nonblocking( + InterruptibleEvent(payload=AudioChunk(data=chunk_result.chunk)) + ) end_time = time.time() await asyncio.sleep( max( diff --git a/tests/fakedata/conversation.py b/tests/fakedata/conversation.py index 25344a006b..69e407d33a 100644 --- a/tests/fakedata/conversation.py +++ b/tests/fakedata/conversation.py @@ -1,3 +1,5 @@ +import asyncio +import time from typing import Optional from pytest_mock import MockerFixture @@ -8,7 +10,8 @@ from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.synthesizer import PlayHtSynthesizerConfig, SynthesizerConfig from vocode.streaming.models.transcriber import DeepgramTranscriberConfig, TranscriberConfig -from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice +from vocode.streaming.output_device.audio_chunk import ChunkState from vocode.streaming.streaming_conversation import StreamingConversation from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer from vocode.streaming.telephony.constants import DEFAULT_CHUNK_SIZE, DEFAULT_SAMPLING_RATE @@ -36,8 +39,53 @@ ) -class DummyOutputDevice(BaseOutputDevice): - def consume_nonblocking(self, chunk: bytes): +class DummyOutputDevice(AbstractOutputDevice): + + def __init__( + self, + sampling_rate: int, + audio_encoding: AudioEncoding, + wait_for_interrupt: bool = False, + chunks_before_interrupt: int = 1, + ): + super().__init__(sampling_rate, audio_encoding) + self.wait_for_interrupt = wait_for_interrupt + self.chunks_before_interrupt = chunks_before_interrupt + self.interrupt_event = asyncio.Event() + + async def process(self, item): + self.interruptible_event = item + audio_chunk = item.payload + + if item.is_interrupted(): + audio_chunk.on_interrupt() + audio_chunk.state = ChunkState.INTERRUPTED + else: + audio_chunk.on_play() + audio_chunk.state = ChunkState.PLAYED + self.interruptible_event.is_interruptible = False + + async def _run_loop(self): + chunk_counter = 0 + while True: + try: + item = await self.input_queue.get() + except asyncio.CancelledError: + return + if self.wait_for_interrupt and chunk_counter == self.chunks_before_interrupt: + await self.interrupt_event.wait() + await self.process(item) + chunk_counter += 1 + + def flush(self): + while True: + try: + item = self.input_queue.get_nowait() + except asyncio.QueueEmpty: + break + self.process(item) + + def interrupt(self): pass diff --git a/tests/streaming/output_device/test_rate_limit_interruptions_output_device.py b/tests/streaming/output_device/test_rate_limit_interruptions_output_device.py new file mode 100644 index 0000000000..44c6679ab1 --- /dev/null +++ b/tests/streaming/output_device/test_rate_limit_interruptions_output_device.py @@ -0,0 +1,68 @@ +import asyncio + +import pytest + +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.output_device.audio_chunk import AudioChunk, ChunkState +from vocode.streaming.output_device.rate_limit_interruptions_output_device import ( + RateLimitInterruptionsOutputDevice, +) +from vocode.streaming.utils.worker import InterruptibleEvent + + +class DummyRateLimitInterruptionsOutputDevice(RateLimitInterruptionsOutputDevice): + async def play(self, chunk: bytes): + pass + + +@pytest.mark.asyncio +async def test_calls_callbacks(): + output_device = DummyRateLimitInterruptionsOutputDevice( + sampling_rate=16000, audio_encoding=AudioEncoding.LINEAR16 + ) + + played_event = asyncio.Event() + interrupted_event = asyncio.Event() + uninterruptible_played_event = asyncio.Event() + + def on_play(): + played_event.set() + + def on_interrupt(): + interrupted_event.set() + + def uninterruptible_on_play(): + uninterruptible_played_event.set() + + played_audio_chunk = AudioChunk(data=b"") + played_audio_chunk.on_play = on_play + + interrupted_audio_chunk = AudioChunk(data=b"") + interrupted_audio_chunk.on_interrupt = on_interrupt + + uninterruptible_audio_chunk = AudioChunk(data=b"") + uninterruptible_audio_chunk.on_play = uninterruptible_on_play + + interruptible_event = InterruptibleEvent(payload=interrupted_audio_chunk, is_interruptible=True) + interruptible_event.interruption_event.set() + + uninterruptible_event = InterruptibleEvent( + payload=uninterruptible_audio_chunk, is_interruptible=False + ) + uninterruptible_event.interruption_event.set() + + output_device.consume_nonblocking(InterruptibleEvent(payload=played_audio_chunk)) + output_device.consume_nonblocking(interruptible_event) + output_device.consume_nonblocking(uninterruptible_event) + output_device.start() + + await played_event.wait() + assert played_audio_chunk.state == ChunkState.PLAYED + + await interrupted_event.wait() + assert interrupted_audio_chunk.state == ChunkState.INTERRUPTED + + await uninterruptible_played_event.wait() + assert uninterruptible_audio_chunk.state == ChunkState.PLAYED + + output_device.terminate() diff --git a/tests/streaming/output_device/test_twilio_output_device.py b/tests/streaming/output_device/test_twilio_output_device.py new file mode 100644 index 0000000000..a2c4ca3e52 --- /dev/null +++ b/tests/streaming/output_device/test_twilio_output_device.py @@ -0,0 +1,139 @@ +import asyncio +import base64 +import json + +import pytest +from pytest_mock import MockerFixture + +from vocode.streaming.output_device.audio_chunk import AudioChunk, ChunkState +from vocode.streaming.output_device.twilio_output_device import ( + ChunkFinishedMarkMessage, + TwilioOutputDevice, +) +from vocode.streaming.utils.worker import InterruptibleEvent + + +@pytest.fixture +def mock_ws(mocker: MockerFixture): + return mocker.AsyncMock() + + +@pytest.fixture +def mock_stream_sid(): + return "stream_sid" + + +@pytest.fixture +def twilio_output_device(mock_ws, mock_stream_sid): + return TwilioOutputDevice(ws=mock_ws, stream_sid=mock_stream_sid) + + +@pytest.mark.asyncio +async def test_calls_play_callbacks(twilio_output_device: TwilioOutputDevice): + played_event = asyncio.Event() + + def on_play(): + played_event.set() + + audio_chunk = AudioChunk(data=b"") + audio_chunk.on_play = on_play + + twilio_output_device.consume_nonblocking(InterruptibleEvent(payload=audio_chunk)) + twilio_output_device.start() + twilio_output_device.enqueue_mark_message( + ChunkFinishedMarkMessage(chunk_id=str(audio_chunk.chunk_id)) + ) + + await played_event.wait() + assert audio_chunk.state == ChunkState.PLAYED + + media_message = json.loads(twilio_output_device.ws.send_text.call_args_list[0][0][0]) + assert media_message["streamSid"] == twilio_output_device.stream_sid + assert media_message["media"] == {"payload": base64.b64encode(audio_chunk.data).decode("utf-8")} + + mark_message = json.loads(twilio_output_device.ws.send_text.call_args_list[1][0][0]) + assert mark_message["streamSid"] == twilio_output_device.stream_sid + assert mark_message["mark"]["name"] == str(audio_chunk.chunk_id) + + twilio_output_device.terminate() + + +@pytest.mark.asyncio +async def test_calls_interrupt_callbacks(twilio_output_device: TwilioOutputDevice): + interrupted_event = asyncio.Event() + + def on_interrupt(): + interrupted_event.set() + + audio_chunk = AudioChunk(data=b"") + audio_chunk.on_interrupt = on_interrupt + + interruptible_event = InterruptibleEvent(payload=audio_chunk, is_interruptible=True) + + twilio_output_device.consume_nonblocking(interruptible_event) + # we start the twilio events task and the mark messages task manually to test this particular case + + # step 1: media is sent into the websocket + send_twilio_messages_task = asyncio.create_task(twilio_output_device._send_twilio_messages()) + + while not twilio_output_device._twilio_events_queue.empty(): + await asyncio.sleep(0.1) + + # step 2: we get an interrupt + interruptible_event.interrupt() + twilio_output_device.interrupt() + + # note: this means that the time between the events being interrupted and the clear message being sent, chunks + # will be marked interrupted - this is OK since the clear message is sent almost instantaneously once queued + # this is required because it stops queueing new chunks to be sent to the WS immediately + + while not twilio_output_device._twilio_events_queue.empty(): + await asyncio.sleep(0.1) + + # step 3: we get a mark message for the interrupted audio chunk after the clear message + twilio_output_device.enqueue_mark_message( + ChunkFinishedMarkMessage(chunk_id=str(audio_chunk.chunk_id)) + ) + process_mark_messages_task = asyncio.create_task(twilio_output_device._process_mark_messages()) + + await interrupted_event.wait() + assert audio_chunk.state == ChunkState.INTERRUPTED + + media_message = json.loads(twilio_output_device.ws.send_text.call_args_list[0][0][0]) + assert media_message["streamSid"] == twilio_output_device.stream_sid + assert media_message["media"] == {"payload": base64.b64encode(audio_chunk.data).decode("utf-8")} + + mark_message = json.loads(twilio_output_device.ws.send_text.call_args_list[1][0][0]) + assert mark_message["streamSid"] == twilio_output_device.stream_sid + assert mark_message["mark"]["name"] == str(audio_chunk.chunk_id) + + clear_message = json.loads(twilio_output_device.ws.send_text.call_args_list[2][0][0]) + assert clear_message["streamSid"] == twilio_output_device.stream_sid + assert clear_message["event"] == "clear" + + send_twilio_messages_task.cancel() + process_mark_messages_task.cancel() + + +@pytest.mark.asyncio +async def test_interrupted_audio_chunks_are_not_sent_but_are_marked_interrupted( + twilio_output_device: TwilioOutputDevice, +): + interrupted_event = asyncio.Event() + + def on_interrupt(): + interrupted_event.set() + + audio_chunk = AudioChunk(data=b"") + audio_chunk.on_interrupt = on_interrupt + + interruptible_event = InterruptibleEvent(payload=audio_chunk, is_interruptible=True) + interruptible_event.interrupt() + + twilio_output_device.consume_nonblocking(interruptible_event) + twilio_output_device.start() + + await interrupted_event.wait() + assert audio_chunk.state == ChunkState.INTERRUPTED + + twilio_output_device.ws.send_text.assert_not_called() diff --git a/tests/streaming/test_streaming_conversation.py b/tests/streaming/test_streaming_conversation.py index 4299438376..1d4ef026d6 100644 --- a/tests/streaming/test_streaming_conversation.py +++ b/tests/streaming/test_streaming_conversation.py @@ -1,5 +1,6 @@ import asyncio -from typing import List +import threading +from typing import AsyncGenerator, List, Optional from unittest.mock import MagicMock import pytest @@ -16,6 +17,7 @@ from vocode.streaming.models.events import Sender from vocode.streaming.models.transcriber import Transcription from vocode.streaming.models.transcript import ActionStart, Message, Transcript +from vocode.streaming.synthesizer.base_synthesizer import SynthesisResult from vocode.streaming.utils.worker import AsyncWorker @@ -451,3 +453,124 @@ async def test_transcriptions_worker_interrupts_immediately_before_bot_has_begun assert streaming_conversation.broadcast_interrupt.called streaming_conversation.transcriptions_worker.terminate() + + +def _create_dummy_synthesis_result( + message: str = "Hi there", + num_audio_chunks: int = 3, + chunk_generator_override: Optional[AsyncGenerator[SynthesisResult.ChunkResult, None]] = None, +): + async def chunk_generator(): + for i in range(num_audio_chunks): + yield SynthesisResult.ChunkResult(chunk=b"", is_last_chunk=i == num_audio_chunks - 1) + + def get_message_up_to(seconds: Optional[float]): + if seconds is None: + return message + return message[: len(message) // 2] + + return SynthesisResult( + chunk_generator=chunk_generator_override or chunk_generator(), + get_message_up_to=get_message_up_to, + ) + + +@pytest.mark.asyncio +async def test_send_speech_to_output_uninterrupted( + mocker: MockerFixture, +): + streaming_conversation = await _mock_streaming_conversation_constructor(mocker) + synthesis_result = _create_dummy_synthesis_result() + stop_event = threading.Event() + transcript_message = Message( + text="", + sender=Sender.BOT, + ) + + streaming_conversation.output_device.start() + message_sent, cut_off = await streaming_conversation.send_speech_to_output( + message="Hi there", + synthesis_result=synthesis_result, + stop_event=stop_event, + seconds_per_chunk=0.1, + transcript_message=transcript_message, + ) + streaming_conversation.output_device.flush() + + assert message_sent == "Hi there" + assert not cut_off + assert transcript_message.text == "Hi there" + assert transcript_message.is_final + + +@pytest.mark.asyncio +async def test_send_speech_to_output_interrupted_before_all_chunks_sent( + mocker: MockerFixture, +): + streaming_conversation = await _mock_streaming_conversation_constructor(mocker) + synthesis_result = _create_dummy_synthesis_result() + stop_event = threading.Event() + transcript_message = Message( + text="", + sender=Sender.BOT, + ) + stop_event.set() + + streaming_conversation.output_device.start() + message_sent, cut_off = await streaming_conversation.send_speech_to_output( + message="Hi there", + synthesis_result=synthesis_result, + stop_event=stop_event, + seconds_per_chunk=0.1, + transcript_message=transcript_message, + ) + streaming_conversation.output_device.flush() + + assert message_sent != "Hi there" + assert cut_off + assert transcript_message.text != "Hi there" + assert not transcript_message.is_final + + +@pytest.mark.asyncio +async def test_send_speech_to_output_interrupted_during_playback( + mocker: MockerFixture, +): + finished_sending_chunks = asyncio.Event() + + async def chunk_generator(): + yield SynthesisResult.ChunkResult(chunk=b"", is_last_chunk=False) + yield SynthesisResult.ChunkResult(chunk=b"", is_last_chunk=False) + yield SynthesisResult.ChunkResult(chunk=b"", is_last_chunk=True) + finished_sending_chunks.set() + + streaming_conversation = await _mock_streaming_conversation_constructor(mocker) + synthesis_result = _create_dummy_synthesis_result(chunk_generator_override=chunk_generator()) + stop_event = threading.Event() + transcript_message = Message( + text="", + sender=Sender.BOT, + ) + + streaming_conversation.output_device.wait_for_interrupt = True + + streaming_conversation.output_device.start() + send_speech_to_output_task = asyncio.create_task( + streaming_conversation.send_speech_to_output( + message="Hi there", + synthesis_result=synthesis_result, + stop_event=stop_event, + seconds_per_chunk=0.1, + transcript_message=transcript_message, + ) + ) + await finished_sending_chunks.wait() + stop_event.set() + streaming_conversation.output_device.interrupt_event.set() + message_sent, cut_off = await send_speech_to_output_task + streaming_conversation.output_device.terminate() + + assert message_sent != "Hi there" + assert cut_off + assert transcript_message.text != "Hi there" + assert not transcript_message.is_final diff --git a/vocode/helpers.py b/vocode/helpers.py index 29727eb927..d05b06fe5c 100644 --- a/vocode/helpers.py +++ b/vocode/helpers.py @@ -33,7 +33,7 @@ def create_streaming_microphone_input_and_speaker_output( ): return _create_microphone_input_and_speaker_output( microphone_class=StreamingMicrophoneInput, - speaker_class=(BlockingStreamingSpeakerOutput), + speaker_class=BlockingStreamingSpeakerOutput, use_default_devices=use_default_devices, input_device_name=input_device_name, output_device_name=output_device_name, diff --git a/vocode/streaming/client_backend/conversation.py b/vocode/streaming/client_backend/conversation.py index 5970c475bc..31b34c82b5 100644 --- a/vocode/streaming/client_backend/conversation.py +++ b/vocode/streaming/client_backend/conversation.py @@ -116,7 +116,7 @@ def __init__( async def handle_event(self, event: Event): if event.type == EventType.TRANSCRIPT: transcript_event = typing.cast(TranscriptEvent, event) - self.output_device.consume_transcript(transcript_event) + await self.output_device.send_transcript(transcript_event) # logger.debug(event.dict()) def restart(self, output_device: WebsocketOutputDevice): diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index eb1032d6c3..13a7fe655c 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -4,7 +4,7 @@ from pydantic.v1 import validator from vocode.streaming.models.client_backend import OutputAudioConfig -from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice from vocode.streaming.telephony.constants import DEFAULT_AUDIO_ENCODING, DEFAULT_SAMPLING_RATE from .audio import AudioEncoding, SamplingRate @@ -47,7 +47,7 @@ class Config: arbitrary_types_allowed = True @classmethod - def from_output_device(cls, output_device: BaseOutputDevice, **kwargs): + def from_output_device(cls, output_device: AbstractOutputDevice, **kwargs): return cls( sampling_rate=output_device.sampling_rate, audio_encoding=output_device.audio_encoding, diff --git a/vocode/streaming/output_device/abstract_output_device.py b/vocode/streaming/output_device/abstract_output_device.py new file mode 100644 index 0000000000..985077f638 --- /dev/null +++ b/vocode/streaming/output_device/abstract_output_device.py @@ -0,0 +1,26 @@ +import asyncio +from abc import abstractmethod + +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.output_device.audio_chunk import AudioChunk +from vocode.streaming.utils.worker import AsyncWorker, InterruptibleEvent + + +class AbstractOutputDevice(AsyncWorker[InterruptibleEvent[AudioChunk]]): + """Output devices are workers that are responsible for playing back audio. + + As part of processing: + - it must call AudioChunk.on_play() when the chunk is played back and set AudioChunk.state = ChunkState.PLAYED + - it must call AudioChunk.on_interrupt() when the chunk is interrupted and set AudioChunk.state = ChunkState.INTERRUPTED + - if the interruptible event marker is set, then it must also mark the chunk as interrupted + """ + + def __init__(self, sampling_rate: int, audio_encoding: AudioEncoding): + super().__init__(input_queue=asyncio.Queue()) + self.sampling_rate = sampling_rate + self.audio_encoding = audio_encoding + + @abstractmethod + def interrupt(self): + """Must interrupt the currently playing audio""" + pass diff --git a/vocode/streaming/output_device/audio_chunk.py b/vocode/streaming/output_device/audio_chunk.py new file mode 100644 index 0000000000..df669d19ba --- /dev/null +++ b/vocode/streaming/output_device/audio_chunk.py @@ -0,0 +1,28 @@ +import uuid +from dataclasses import dataclass, field +from enum import Enum +from uuid import UUID + + +class ChunkState(int, Enum): + UNPLAYED = 0 + PLAYED = 1 + INTERRUPTED = 2 + + +@dataclass +class AudioChunk: + data: bytes + state: ChunkState = ChunkState.UNPLAYED + chunk_id: UUID = field(default_factory=uuid.uuid4) + + @staticmethod + def on_play(): + pass + + @staticmethod + def on_interrupt(): + pass + + def __hash__(self) -> int: + return hash(self.chunk_id) diff --git a/vocode/streaming/output_device/base_output_device.py b/vocode/streaming/output_device/base_output_device.py deleted file mode 100644 index 2ce90d5c2f..0000000000 --- a/vocode/streaming/output_device/base_output_device.py +++ /dev/null @@ -1,16 +0,0 @@ -from vocode.streaming.models.audio import AudioEncoding - - -class BaseOutputDevice: - def __init__(self, sampling_rate: int, audio_encoding: AudioEncoding): - self.sampling_rate = sampling_rate - self.audio_encoding = audio_encoding - - def start(self): - pass - - def consume_nonblocking(self, chunk: bytes): - raise NotImplemented - - def terminate(self): - pass diff --git a/vocode/streaming/output_device/blocking_speaker_output.py b/vocode/streaming/output_device/blocking_speaker_output.py index 99fdcd5593..d273cb9e0b 100644 --- a/vocode/streaming/output_device/blocking_speaker_output.py +++ b/vocode/streaming/output_device/blocking_speaker_output.py @@ -6,26 +6,21 @@ import sounddevice as sd from vocode.streaming.models.audio import AudioEncoding -from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.output_device.rate_limit_interruptions_output_device import ( + RateLimitInterruptionsOutputDevice, +) from vocode.streaming.utils.worker import ThreadAsyncWorker +DEFAULT_SAMPLING_RATE = 44100 -class BlockingSpeakerOutput(BaseOutputDevice, ThreadAsyncWorker): - DEFAULT_SAMPLING_RATE = 44100 - def __init__( - self, - device_info: dict, - sampling_rate: Optional[int] = None, - audio_encoding: AudioEncoding = AudioEncoding.LINEAR16, - ): +class _PlaybackWorker(ThreadAsyncWorker[bytes]): + + def __init__(self, *, device_info: dict, sampling_rate: int): + self.sampling_rate = sampling_rate self.device_info = device_info - sampling_rate = sampling_rate or int( - self.device_info.get("default_samplerate", self.DEFAULT_SAMPLING_RATE) - ) self.input_queue: asyncio.Queue[bytes] = asyncio.Queue() - BaseOutputDevice.__init__(self, sampling_rate, audio_encoding) - ThreadAsyncWorker.__init__(self, self.input_queue) + super().__init__(self.input_queue) self.stream = sd.OutputStream( channels=1, samplerate=self.sampling_rate, @@ -36,9 +31,6 @@ def __init__( self.input_queue.put_nowait(self.sampling_rate * b"\x00") self.stream.start() - def start(self): - ThreadAsyncWorker.start(self) - def _run_loop(self): while not self._ended: try: @@ -47,14 +39,37 @@ def _run_loop(self): except queue.Empty: continue - def consume_nonblocking(self, chunk): - ThreadAsyncWorker.consume_nonblocking(self, chunk) - def terminate(self): self._ended = True - ThreadAsyncWorker.terminate(self) + super().terminate() self.stream.close() + +class BlockingSpeakerOutput(RateLimitInterruptionsOutputDevice): + + def __init__( + self, + device_info: dict, + sampling_rate: Optional[int] = None, + audio_encoding: AudioEncoding = AudioEncoding.LINEAR16, + ): + sampling_rate = sampling_rate or int( + device_info.get("default_samplerate", DEFAULT_SAMPLING_RATE) + ) + super().__init__(sampling_rate=sampling_rate, audio_encoding=audio_encoding) + self.playback_worker = _PlaybackWorker(device_info=device_info, sampling_rate=sampling_rate) + + async def play(self, chunk): + self.playback_worker.consume_nonblocking(chunk) + + def start(self) -> asyncio.Task: + self.playback_worker.start() + return super().start() + + def terminate(self): + self.playback_worker.terminate() + super().terminate() + @classmethod def from_default_device( cls, diff --git a/vocode/streaming/output_device/file_output_device.py b/vocode/streaming/output_device/file_output_device.py index 65a548facd..607fd5b3e1 100644 --- a/vocode/streaming/output_device/file_output_device.py +++ b/vocode/streaming/output_device/file_output_device.py @@ -1,34 +1,15 @@ import asyncio import wave -from asyncio import Queue import numpy as np from vocode.streaming.models.audio import AudioEncoding -from vocode.streaming.utils.worker import ThreadAsyncWorker +from vocode.streaming.output_device.rate_limit_interruptions_output_device import ( + RateLimitInterruptionsOutputDevice, +) -from .base_output_device import BaseOutputDevice - -class FileWriterWorker(ThreadAsyncWorker): - def __init__(self, input_queue: Queue, wave) -> None: - super().__init__(input_queue) - self.wav = wave - - def _run_loop(self): - while True: - try: - block = self.input_janus_queue.sync_q.get() - self.wav.writeframes(block) - except asyncio.CancelledError: - return - - def terminate(self): - super().terminate() - self.wav.close() - - -class FileOutputDevice(BaseOutputDevice): +class FileOutputDevice(RateLimitInterruptionsOutputDevice): DEFAULT_SAMPLING_RATE = 44100 def __init__( @@ -39,7 +20,6 @@ def __init__( ): super().__init__(sampling_rate, audio_encoding) self.blocksize = self.sampling_rate - self.queue: Queue[np.ndarray] = Queue() wav = wave.open(file_path, "wb") wav.setnchannels(1) # Mono channel @@ -47,16 +27,9 @@ def __init__( wav.setframerate(self.sampling_rate) self.wav = wav - self.thread_worker = FileWriterWorker(self.queue, wav) - self.thread_worker.start() - - def consume_nonblocking(self, chunk): - chunk_arr = np.frombuffer(chunk, dtype=np.int16) - for i in range(0, chunk_arr.shape[0], self.blocksize): - block = np.zeros(self.blocksize, dtype=np.int16) - size = min(self.blocksize, chunk_arr.shape[0] - i) - block[:size] = chunk_arr[i : i + size] - self.queue.put_nowait(block) + async def play(self, chunk: bytes): + await asyncio.to_thread(lambda: self.wav.writeframes(chunk)) def terminate(self): - self.thread_worker.terminate() + self.wav.close() + super().terminate() diff --git a/vocode/streaming/output_device/rate_limit_interruptions_output_device.py b/vocode/streaming/output_device/rate_limit_interruptions_output_device.py new file mode 100644 index 0000000000..98493b9d8c --- /dev/null +++ b/vocode/streaming/output_device/rate_limit_interruptions_output_device.py @@ -0,0 +1,70 @@ +import asyncio +import time +from abc import abstractmethod + +from vocode.streaming.constants import PER_CHUNK_ALLOWANCE_SECONDS +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice +from vocode.streaming.output_device.audio_chunk import ChunkState +from vocode.streaming.utils import get_chunk_size_per_second + + +class RateLimitInterruptionsOutputDevice(AbstractOutputDevice): + """Output device that works by rate limiting the chunks sent to the output. For interrupts to work properly, + the next chunk of audio can only be sent after the last chunk is played, so we send + a chunk of x seconds only after x seconds have passed since the last chunk was sent.""" + + def __init__( + self, + sampling_rate: int, + audio_encoding: AudioEncoding, + per_chunk_allowance_seconds: float = PER_CHUNK_ALLOWANCE_SECONDS, + ): + super().__init__(sampling_rate, audio_encoding) + self.per_chunk_allowance_seconds = per_chunk_allowance_seconds + + async def _run_loop(self): + while True: + start_time = time.time() + try: + item = await self.input_queue.get() + except asyncio.CancelledError: + return + + self.interruptible_event = item + audio_chunk = item.payload + + if item.is_interrupted(): + audio_chunk.on_interrupt() + audio_chunk.state = ChunkState.INTERRUPTED + continue + + speech_length_seconds = (len(audio_chunk.data)) / get_chunk_size_per_second( + self.audio_encoding, + self.sampling_rate, + ) + await self.play(audio_chunk.data) + audio_chunk.on_play() + audio_chunk.state = ChunkState.PLAYED + end_time = time.time() + await asyncio.sleep( + max( + speech_length_seconds + - (end_time - start_time) + - self.per_chunk_allowance_seconds, + 0, + ), + ) + self.interruptible_event.is_interruptible = False + + @abstractmethod + async def play(self, chunk: bytes): + """Sends an audio chunk to immediate playback""" + pass + + def interrupt(self): + """ + For conversations that use rate-limiting playback as above, + no custom logic is needed on interrupt, because to end synthesis, all we need to do is stop sending chunks. + """ + pass diff --git a/vocode/streaming/output_device/speaker_output.py b/vocode/streaming/output_device/speaker_output.py index a9a30f82e5..c416c814ef 100644 --- a/vocode/streaming/output_device/speaker_output.py +++ b/vocode/streaming/output_device/speaker_output.py @@ -6,12 +6,12 @@ from vocode.streaming.models.audio import AudioEncoding -from .base_output_device import BaseOutputDevice +from .abstract_output_device import AbstractOutputDevice raise DeprecationWarning("Use BlockingSpeakerOutput instead") -class SpeakerOutput(BaseOutputDevice): +class SpeakerOutput(AbstractOutputDevice): DEFAULT_SAMPLING_RATE = 44100 def __init__( diff --git a/vocode/streaming/output_device/twilio_output_device.py b/vocode/streaming/output_device/twilio_output_device.py index 565ec65f1e..74e0e9c077 100644 --- a/vocode/streaming/output_device/twilio_output_device.py +++ b/vocode/streaming/output_device/twilio_output_device.py @@ -3,66 +3,125 @@ import asyncio import base64 import json -from typing import Optional +import uuid +from typing import Optional, Union from fastapi import WebSocket from fastapi.websockets import WebSocketState +from loguru import logger +from pydantic import BaseModel -from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice +from vocode.streaming.output_device.audio_chunk import AudioChunk, ChunkState from vocode.streaming.telephony.constants import DEFAULT_AUDIO_ENCODING, DEFAULT_SAMPLING_RATE from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.worker import InterruptibleEvent -class TwilioOutputDevice(BaseOutputDevice): +class ChunkFinishedMarkMessage(BaseModel): + chunk_id: str + + +MarkMessage = Union[ChunkFinishedMarkMessage] # space for more mark messages + + +class TwilioOutputDevice(AbstractOutputDevice): def __init__(self, ws: Optional[WebSocket] = None, stream_sid: Optional[str] = None): super().__init__(sampling_rate=DEFAULT_SAMPLING_RATE, audio_encoding=DEFAULT_AUDIO_ENCODING) self.ws = ws self.stream_sid = stream_sid self.active = True - self.queue: asyncio.Queue[str] = asyncio.Queue() - self.process_task = asyncio_create_task_with_done_error_log(self.process()) - async def process(self): - while self.active: - message = await self.queue.get() + self._twilio_events_queue: asyncio.Queue[str] = asyncio.Queue() + self._mark_message_queue: asyncio.Queue[MarkMessage] = asyncio.Queue() + self._unprocessed_audio_chunks_queue: asyncio.Queue[InterruptibleEvent[AudioChunk]] = ( + asyncio.Queue() + ) + + def consume_nonblocking(self, item: InterruptibleEvent[AudioChunk]): + if not item.is_interrupted(): + self._send_audio_chunk_and_mark( + chunk=item.payload.data, chunk_id=str(item.payload.chunk_id) + ) + self._unprocessed_audio_chunks_queue.put_nowait(item) + else: + audio_chunk = item.payload + audio_chunk.on_interrupt() + audio_chunk.state = ChunkState.INTERRUPTED + + def interrupt(self): + self._send_clear_message() + + def enqueue_mark_message(self, mark_message: MarkMessage): + self._mark_message_queue.put_nowait(mark_message) + + async def _send_twilio_messages(self): + while True: + try: + twilio_event = await self._twilio_events_queue.get() + except asyncio.CancelledError: + return if self.ws.application_state == WebSocketState.DISCONNECTED: break - await self.ws.send_text(message) + await self.ws.send_text(twilio_event) + + async def _process_mark_messages(self): + while True: + try: + # mark messages are tagged with the chunk ID that is attached to the audio chunk + # but they are guaranteed to come in the same order as the audio chunks, and we + # don't need to build resiliency there + mark_message = await self._mark_message_queue.get() + item = await self._unprocessed_audio_chunks_queue.get() + except asyncio.CancelledError: + return + + self.interruptible_event = item + audio_chunk = item.payload + + if mark_message.chunk_id != str(audio_chunk.chunk_id): + logger.error( + f"Received a mark message out of order with chunk ID {mark_message.chunk_id}" + ) + + if item.is_interrupted(): + audio_chunk.on_interrupt() + audio_chunk.state = ChunkState.INTERRUPTED + continue - def consume_nonblocking(self, chunk: bytes): - twilio_message = { + audio_chunk.on_play() + audio_chunk.state = ChunkState.PLAYED + + self.interruptible_event.is_interruptible = False + + async def _run_loop(self): + send_twilio_messages_task = asyncio_create_task_with_done_error_log( + self._send_twilio_messages() + ) + process_mark_messages_task = asyncio_create_task_with_done_error_log( + self._process_mark_messages() + ) + await asyncio.gather(send_twilio_messages_task, process_mark_messages_task) + + def _send_audio_chunk_and_mark(self, chunk: bytes, chunk_id: str): + media_message = { "event": "media", "streamSid": self.stream_sid, "media": {"payload": base64.b64encode(chunk).decode("utf-8")}, } - self.queue.put_nowait(json.dumps(twilio_message)) - - def send_chunk_finished_mark(self, utterance_id, chunk_idx): - mark_message = { - "event": "mark", - "streamSid": self.stream_sid, - "mark": { - "name": f"chunk-{utterance_id}-{chunk_idx}", - }, - } - self.queue.put_nowait(json.dumps(mark_message)) - - def send_utterance_finished_mark(self, utterance_id): + self._twilio_events_queue.put_nowait(json.dumps(media_message)) mark_message = { "event": "mark", "streamSid": self.stream_sid, "mark": { - "name": f"utterance-{utterance_id}", + "name": chunk_id, }, } - self.queue.put_nowait(json.dumps(mark_message)) + self._twilio_events_queue.put_nowait(json.dumps(mark_message)) - def send_clear_message(self): + def _send_clear_message(self): clear_message = { "event": "clear", "streamSid": self.stream_sid, } - self.queue.put_nowait(json.dumps(clear_message)) - - def terminate(self): - self.process_task.cancel() + self._twilio_events_queue.put_nowait(json.dumps(clear_message)) diff --git a/vocode/streaming/output_device/vonage_output_device.py b/vocode/streaming/output_device/vonage_output_device.py index 76aef2b125..53234e67c9 100644 --- a/vocode/streaming/output_device/vonage_output_device.py +++ b/vocode/streaming/output_device/vonage_output_device.py @@ -1,21 +1,21 @@ -import asyncio from typing import Optional from fastapi import WebSocket from fastapi.websockets import WebSocketState -from vocode.streaming.output_device.base_output_device import BaseOutputDevice from vocode.streaming.output_device.blocking_speaker_output import BlockingSpeakerOutput +from vocode.streaming.output_device.rate_limit_interruptions_output_device import ( + RateLimitInterruptionsOutputDevice, +) from vocode.streaming.telephony.constants import ( PCM_SILENCE_BYTE, VONAGE_AUDIO_ENCODING, VONAGE_CHUNK_SIZE, VONAGE_SAMPLING_RATE, ) -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log -class VonageOutputDevice(BaseOutputDevice): +class VonageOutputDevice(RateLimitInterruptionsOutputDevice): def __init__( self, ws: Optional[WebSocket] = None, @@ -23,30 +23,18 @@ def __init__( ): super().__init__(sampling_rate=VONAGE_SAMPLING_RATE, audio_encoding=VONAGE_AUDIO_ENCODING) self.ws = ws - self.active = True - self.queue: asyncio.Queue[bytes] = asyncio.Queue() - self.process_task = asyncio_create_task_with_done_error_log(self.process()) self.output_to_speaker = output_to_speaker if output_to_speaker: self.output_speaker = BlockingSpeakerOutput.from_default_device( sampling_rate=VONAGE_SAMPLING_RATE, blocksize=VONAGE_CHUNK_SIZE // 2 ) - async def process(self): - while self.active: - chunk = await self.queue.get() - if self.ws.application_state == WebSocketState.DISCONNECTED: - break - if self.output_to_speaker: - self.output_speaker.consume_nonblocking(chunk) - for i in range(0, len(chunk), VONAGE_CHUNK_SIZE): - subchunk = chunk[i : i + VONAGE_CHUNK_SIZE] - if len(subchunk) % 2 == 1: - subchunk += PCM_SILENCE_BYTE # pad with silence, Vonage goes crazy otherwise + async def play(self, chunk: bytes): + if self.output_to_speaker: + self.output_speaker.consume_nonblocking(chunk) + for i in range(0, len(chunk), VONAGE_CHUNK_SIZE): + subchunk = chunk[i : i + VONAGE_CHUNK_SIZE] + if len(subchunk) % 2 == 1: + subchunk += PCM_SILENCE_BYTE # pad with silence, Vonage goes crazy otherwise + if self.ws and self.ws.application_state != WebSocketState.DISCONNECTED: await self.ws.send_bytes(subchunk) - - def consume_nonblocking(self, chunk: bytes): - self.queue.put_nowait(chunk) - - def terminate(self): - self.process_task.cancel() diff --git a/vocode/streaming/output_device/websocket_output_device.py b/vocode/streaming/output_device/websocket_output_device.py index ca0133c145..9b5ce1de4b 100644 --- a/vocode/streaming/output_device/websocket_output_device.py +++ b/vocode/streaming/output_device/websocket_output_device.py @@ -7,11 +7,12 @@ from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.transcript import TranscriptEvent from vocode.streaming.models.websocket import AudioMessage, TranscriptMessage -from vocode.streaming.output_device.base_output_device import BaseOutputDevice -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.output_device.rate_limit_interruptions_output_device import ( + RateLimitInterruptionsOutputDevice, +) -class WebsocketOutputDevice(BaseOutputDevice): +class WebsocketOutputDevice(RateLimitInterruptionsOutputDevice): def __init__(self, ws: WebSocket, sampling_rate: int, audio_encoding: AudioEncoding): super().__init__(sampling_rate, audio_encoding) self.ws = ws @@ -20,25 +21,15 @@ def __init__(self, ws: WebSocket, sampling_rate: int, audio_encoding: AudioEncod def start(self): self.active = True - self.process_task = asyncio_create_task_with_done_error_log(self.process()) + return super().start() def mark_closed(self): self.active = False - async def process(self): - while self.active: - message = await self.queue.get() - await self.ws.send_text(message) + async def play(self, chunk: bytes): + await self.ws.send_text(AudioMessage.from_bytes(chunk).json()) - def consume_nonblocking(self, chunk: bytes): - if self.active: - audio_message = AudioMessage.from_bytes(chunk) - self.queue.put_nowait(audio_message.json()) - - def consume_transcript(self, event: TranscriptEvent): + async def send_transcript(self, event: TranscriptEvent): if self.active: transcript_message = TranscriptMessage.from_event(event) - self.queue.put_nowait(transcript_message.json()) - - def terminate(self): - self.process_task.cancel() + await self.ws.send_text(transcript_message.json()) diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index aadf6bfa6c..bdb563230f 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -9,7 +9,6 @@ import typing from typing import ( Any, - AsyncGenerator, Awaitable, Callable, Generic, @@ -39,7 +38,6 @@ from vocode.streaming.constants import ( ALLOWED_IDLE_TIME, CHECK_HUMAN_PRESENT_MESSAGE_CHOICES, - PER_CHUNK_ALLOWANCE_SECONDS, TEXT_TO_SPEECH_CHUNK_SIZE_SECONDS, ) from vocode.streaming.models.actions import EndOfTurn @@ -48,7 +46,8 @@ from vocode.streaming.models.message import BaseMessage, BotBackchannel, LLMToken, SilenceMessage from vocode.streaming.models.transcriber import TranscriberConfig, Transcription from vocode.streaming.models.transcript import Message, Transcript, TranscriptCompleteEvent -from vocode.streaming.output_device.base_output_device import BaseOutputDevice +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice +from vocode.streaming.output_device.audio_chunk import AudioChunk, ChunkState from vocode.streaming.synthesizer.base_synthesizer import ( BaseSynthesizer, FillerAudio, @@ -57,7 +56,11 @@ from vocode.streaming.synthesizer.input_streaming_synthesizer import InputStreamingSynthesizer from vocode.streaming.transcriber.base_transcriber import BaseTranscriber from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber -from vocode.streaming.utils import create_conversation_id, get_chunk_size_per_second +from vocode.streaming.utils import ( + create_conversation_id, + enumerate_async_iter, + get_chunk_size_per_second, +) from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log from vocode.streaming.utils.events_manager import EventsManager from vocode.streaming.utils.speed_manager import SpeedManager @@ -102,7 +105,7 @@ LOW_INTERRUPT_SENSITIVITY_BACKCHANNEL_UTTERANCE_LENGTH_THRESHOLD = 3 -OutputDeviceType = TypeVar("OutputDeviceType", bound=BaseOutputDevice) +OutputDeviceType = TypeVar("OutputDeviceType", bound=AbstractOutputDevice) class StreamingConversation(Generic[OutputDeviceType]): @@ -136,7 +139,7 @@ def create_interruptible_agent_response_event( self.conversation.interruptible_events.put_nowait(interruptible_event) return interruptible_event - class TranscriptionsWorker(AsyncQueueWorker): + class TranscriptionsWorker(AsyncQueueWorker[Transcription]): """Processes all transcriptions: sends an interrupt if needed and sends final transcriptions to the output queue""" @@ -267,7 +270,7 @@ async def process(self, transcription: Transcription): ) if not self.conversation.is_human_speaking: self.conversation.current_transcription_is_interrupt = ( - self.conversation.broadcast_interrupt() + await self.conversation.broadcast_interrupt() ) self.has_associated_unignored_utterance = not transcription.is_final if self.conversation.current_transcription_is_interrupt: @@ -590,7 +593,6 @@ def __init__( synthesizer: BaseSynthesizer, speed_coefficient: float = 1.0, conversation_id: Optional[str] = None, - per_chunk_allowance_seconds: float = PER_CHUNK_ALLOWANCE_SECONDS, events_manager: Optional[EventsManager] = None, ): self.id = conversation_id or create_conversation_id() @@ -655,7 +657,6 @@ def __init__( self.events_manager = events_manager or EventsManager() self.events_task: Optional[asyncio.Task] = None - self.per_chunk_allowance_seconds = per_chunk_allowance_seconds self.transcript = Transcript() self.transcript.attach_events_manager(self.events_manager) @@ -678,6 +679,8 @@ def __init__( self.agent.get_agent_config().allowed_idle_time_seconds or ALLOWED_IDLE_TIME ) + self.interrupt_lock = asyncio.Lock() + def create_state_manager(self) -> ConversationStateManager: return ConversationStateManager(conversation=self) @@ -806,28 +809,30 @@ def warmup_synthesizer(self): def mark_last_action_timestamp(self): self.last_action_timestamp = time.time() - def broadcast_interrupt(self): + async def broadcast_interrupt(self): """Stops all inflight events and cancels all workers that are sending output Returns true if any events were interrupted - which is used as a flag for the agent (is_interrupt) """ - num_interrupts = 0 - while True: - try: - interruptible_event = self.interruptible_events.get_nowait() - if not interruptible_event.is_interrupted(): - if interruptible_event.interrupt(): - logger.debug( - f"Interrupting event {type(interruptible_event.payload)} {interruptible_event.payload}", - ) - num_interrupts += 1 - except queue.Empty: - break - self.agent.cancel_current_task() - self.agent_responses_worker.cancel_current_task() - if self.actions_worker: - self.actions_worker.cancel_current_task() - return num_interrupts > 0 + async with self.interrupt_lock: + num_interrupts = 0 + while True: + try: + interruptible_event = self.interruptible_events.get_nowait() + if not interruptible_event.is_interrupted(): + if interruptible_event.interrupt(): + logger.debug( + f"Interrupting event {type(interruptible_event.payload)} {interruptible_event.payload}", + ) + num_interrupts += 1 + except queue.Empty: + break + self.output_device.interrupt() + self.agent.cancel_current_task() + self.agent_responses_worker.cancel_current_task() + if self.actions_worker: + self.actions_worker.cancel_current_task() + return num_interrupts > 0 def is_interrupt(self, transcription: Transcription): return transcription.confidence >= ( @@ -880,83 +885,105 @@ async def send_speech_to_output( - If the stop_event is set, the output is stopped - Sets started_event when the first chunk is sent - Importantly, we rate limit the chunks sent to the output. For interrupts to work properly, - the next chunk of audio can only be sent after the last chunk is played, so we send - a chunk of x seconds only after x seconds have passed since the last chunk was sent. - Returns the message that was sent up to, and a flag if the message was cut off """ + seconds_spoken = 0.0 - async def get_chunks( - output_queue: asyncio.Queue[Optional[SynthesisResult.ChunkResult]], - chunk_generator: AsyncGenerator[SynthesisResult.ChunkResult, None], + def create_on_play_callback( + chunk_idx: int, + processed_event: asyncio.Event, ): - try: - async for chunk_result in chunk_generator: - await output_queue.put(chunk_result) - except asyncio.CancelledError: - pass - finally: - await output_queue.put(None) # sentinel + def _on_play(): + if chunk_idx == 0: + if started_event: + started_event.set() + if first_chunk_span: + self._track_first_chunk(first_chunk_span, synthesis_result) + + nonlocal seconds_spoken + + self.mark_last_action_timestamp() + + seconds_spoken += seconds_per_chunk + if transcript_message: + transcript_message.text = synthesis_result.get_message_up_to(seconds_spoken) + + processed_event.set() + + return _on_play + + def create_on_interrupt_callback( + processed_event: asyncio.Event, + ): + def _on_interrupt(): + processed_event.set() + + return _on_interrupt if self.transcriber.get_transcriber_config().mute_during_speech: logger.debug("Muting transcriber") self.transcriber.mute() - message_sent = message - cut_off = False - chunk_size = self._get_synthesizer_chunk_size(seconds_per_chunk) - chunk_idx = 0 - seconds_spoken = 0.0 logger.debug(f"Start sending speech {message} to output") first_chunk_span = self._maybe_create_first_chunk_span(synthesis_result, message) - chunk_queue: asyncio.Queue[Optional[SynthesisResult.ChunkResult]] = asyncio.Queue() - get_chunks_task = asyncio_create_task_with_done_error_log( - get_chunks(chunk_queue, synthesis_result.chunk_generator), - ) - first = True - while True: - chunk_result = await chunk_queue.get() - if chunk_result is None: - break - if first and first_chunk_span: - self._track_first_chunk(first_chunk_span, synthesis_result) - first = False - start_time = time.time() - speech_length_seconds = seconds_per_chunk * (len(chunk_result.chunk) / chunk_size) - seconds_spoken = chunk_idx * seconds_per_chunk + audio_chunks: List[AudioChunk] = [] + processed_events: List[asyncio.Event] = [] + interrupted_before_all_chunks_sent = False + async for chunk_idx, chunk_result in enumerate_async_iter(synthesis_result.chunk_generator): if stop_event.is_set(): - logger.debug( - "Interrupted, stopping text to speech after {} chunks".format(chunk_idx), - ) - message_sent = synthesis_result.get_message_up_to(seconds_spoken) - cut_off = True + logger.debug("Interrupted before all chunks were sent") + interrupted_before_all_chunks_sent = True break - if chunk_idx == 0: - if started_event: - started_event.set() - self.output_device.consume_nonblocking(chunk_result.chunk) - end_time = time.time() - await asyncio.sleep( - max( - speech_length_seconds - - (end_time - start_time) - - self.per_chunk_allowance_seconds, - 0, - ), + processed_event = asyncio.Event() + audio_chunk = AudioChunk( + data=chunk_result.chunk, ) - self.mark_last_action_timestamp() - chunk_idx += 1 - seconds_spoken += seconds_per_chunk - if transcript_message: - transcript_message.text = synthesis_result.get_message_up_to(seconds_spoken) - get_chunks_task.cancel() + # register callbacks + setattr(audio_chunk, "on_play", create_on_play_callback(chunk_idx, processed_event)) + setattr( + audio_chunk, + "on_interrupt", + create_on_interrupt_callback(processed_event), + ) + # Prevents the case where we send a chunk after the output device has been interrupted + async with self.interrupt_lock: + self.output_device.consume_nonblocking( + InterruptibleEvent( + payload=audio_chunk, + is_interruptible=True, + interruption_event=stop_event, + ), + ) + audio_chunks.append(audio_chunk) + processed_events.append(processed_event) + + logger.debug("Finished sending chunks to the output device") + + if processed_events: + await processed_events[-1].wait() + + maybe_first_interrupted_audio_chunk = next( + ( + audio_chunk + for audio_chunk in audio_chunks + if audio_chunk.state == ChunkState.INTERRUPTED + ), + None, + ) + cut_off = ( + interrupted_before_all_chunks_sent or maybe_first_interrupted_audio_chunk is not None + ) + if ( + transcript_message and not cut_off + ): # if the audio was not cut off, we can set the transcript message to the full message + transcript_message.text = synthesis_result.get_message_up_to(None) + if self.transcriber.get_transcriber_config().mute_during_speech: logger.debug("Unmuting transcriber") self.transcriber.unmute() if transcript_message: - transcript_message.text = message_sent transcript_message.is_final = not cut_off + message_sent = transcript_message.text if transcript_message and cut_off else message if synthesis_result.synthesis_total_span: synthesis_result.synthesis_total_span.finish() return message_sent, cut_off @@ -966,7 +993,7 @@ def mark_terminated(self, bot_disconnect: bool = False): async def terminate(self): self.mark_terminated() - self.broadcast_interrupt() + await self.broadcast_interrupt() self.events_manager.publish_event( TranscriptCompleteEvent( conversation_id=self.id, diff --git a/vocode/streaming/synthesizer/azure_synthesizer.py b/vocode/streaming/synthesizer/azure_synthesizer.py index f2aaf2122c..eee831e296 100644 --- a/vocode/streaming/synthesizer/azure_synthesizer.py +++ b/vocode/streaming/synthesizer/azure_synthesizer.py @@ -218,9 +218,11 @@ def get_message_up_to( self, message: str, ssml: str, - seconds: float, + seconds: Optional[float], word_boundary_event_pool: WordBoundaryEventPool, ) -> str: + if seconds is None: + return message events = word_boundary_event_pool.get_events_sorted() for event in events: if event["audio_offset"] > seconds: diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index e3e86661fe..ea368cc15b 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -50,6 +50,13 @@ def encode_as_wav(chunk: bytes, synthesizer_config: SynthesizerConfig) -> bytes: class SynthesisResult: + """Holds audio bytes for an utterance and method to know how much of utterance was spoken + + @param chunk_generator - an async generator that that yields ChunkResult objects, which contain chunks of audio and a flag indicating if it is the last chunk + @param get_message_up_to - takes in the number of seconds spoken and returns the message up to that point + - *if seconds is None, then it should return the full messages* + """ + class ChunkResult: def __init__(self, chunk: bytes, is_last_chunk: bool): self.chunk = chunk @@ -58,7 +65,7 @@ def __init__(self, chunk: bytes, is_last_chunk: bool): def __init__( self, chunk_generator: AsyncGenerator[ChunkResult, None], - get_message_up_to: Callable[[float], str], + get_message_up_to: Callable[[Optional[float]], str], cached: bool = False, is_first: bool = False, synthesis_total_span: Optional[SentrySpan] = None, @@ -111,7 +118,7 @@ async def chunk_generator(chunk_transform=lambda x: x): ) else: output_generator = chunk_generator() - return SynthesisResult(output_generator, lambda seconds: self.message.text) + return SynthesisResult(output_generator, lambda _: self.message.text) class CachedAudio: @@ -150,12 +157,12 @@ async def chunk_generator(): if isinstance(self.message, BotBackchannel): - def get_message_up_to(seconds): + def get_message_up_to(seconds: Optional[float]): return self.message.text else: - def get_message_up_to(seconds): + def get_message_up_to(seconds: Optional[float]): return BaseSynthesizer.get_message_cutoff_from_total_response_length( self.synthesizer_config, self.message, seconds, len(self.audio_data) ) @@ -273,20 +280,27 @@ def ready_synthesizer(self, chunk_size: int): def get_message_cutoff_from_total_response_length( synthesizer_config: SynthesizerConfig, message: BaseMessage, - seconds: float, + seconds: Optional[float], size_of_output: int, ) -> str: estimated_output_seconds = size_of_output / synthesizer_config.sampling_rate if not message.text: return message.text + if seconds is None: + return message.text + estimated_output_seconds_per_char = estimated_output_seconds / len(message.text) return message.text[: int(seconds / estimated_output_seconds_per_char)] @staticmethod def get_message_cutoff_from_voice_speed( - message: BaseMessage, seconds: float, words_per_minute: int + message: BaseMessage, seconds: Optional[float], words_per_minute: int ) -> str: + + if seconds is None: + return message.text + words_per_second = words_per_minute / 60 estimated_words_spoken = math.floor(words_per_second * seconds) tokens = word_tokenize(message.text) diff --git a/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py b/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py index c4644ad6c4..d95271c41d 100644 --- a/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py +++ b/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py @@ -329,11 +329,11 @@ def ready_synthesizer(self, chunk_size: int): self.establish_websocket_listeners(chunk_size) ) - def get_current_message_so_far(self, seconds: float) -> str: + def get_current_message_so_far(self, seconds: Optional[float]) -> str: seconds_idx = 0.0 buffer = "" for utterance, duration in self.current_turn_utterances_by_chunk: - if seconds_idx > seconds: + if seconds is not None and seconds_idx > seconds: return buffer buffer += utterance seconds_idx += duration diff --git a/vocode/streaming/synthesizer/polly_synthesizer.py b/vocode/streaming/synthesizer/polly_synthesizer.py index 4f36cd9057..72385e05ff 100644 --- a/vocode/streaming/synthesizer/polly_synthesizer.py +++ b/vocode/streaming/synthesizer/polly_synthesizer.py @@ -1,7 +1,7 @@ import asyncio import json from concurrent.futures import ThreadPoolExecutor -from typing import Any +from typing import Any, Optional import boto3 @@ -63,9 +63,11 @@ def get_speech_marks(self, message: str) -> Any: def get_message_up_to( self, message: str, - seconds: float, + seconds: Optional[float], word_events, ) -> str: + if seconds is None: + return message for event in word_events: # time field is in ms if event["time"] > seconds * 1000: diff --git a/vocode/streaming/telephony/conversation/abstract_phone_conversation.py b/vocode/streaming/telephony/conversation/abstract_phone_conversation.py index 308919a403..1e3cf4c0ff 100644 --- a/vocode/streaming/telephony/conversation/abstract_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/abstract_phone_conversation.py @@ -49,7 +49,6 @@ def __init__( conversation_id: Optional[str] = None, events_manager: Optional[EventsManager] = None, speed_coefficient: float = 1.0, - per_chunk_allowance_seconds: float = 0.01, ): conversation_id = conversation_id or create_conversation_id() ctx_conversation_id.set(conversation_id) @@ -64,7 +63,6 @@ def __init__( agent_factory.create_agent(agent_config), synthesizer_factory.create_synthesizer(synthesizer_config), conversation_id=conversation_id, - per_chunk_allowance_seconds=per_chunk_allowance_seconds, events_manager=events_manager, speed_coefficient=speed_coefficient, ) diff --git a/vocode/streaming/telephony/conversation/mark_message_queue.py b/vocode/streaming/telephony/conversation/mark_message_queue.py deleted file mode 100644 index c4b17b9319..0000000000 --- a/vocode/streaming/telephony/conversation/mark_message_queue.py +++ /dev/null @@ -1,46 +0,0 @@ -import asyncio -from typing import Dict, Union - -from pydantic.v1 import BaseModel - - -class ChunkFinishedMarkMessage(BaseModel): - chunk_idx: int - - -class UtteranceFinishedMarkMessage(BaseModel): - pass - - -MarkMessage = Union[ChunkFinishedMarkMessage, UtteranceFinishedMarkMessage] - - -class MarkMessageQueue: - """A keyed asyncio.Queue for MarkMessage objects""" - - def __init__(self): - self.utterance_queues: Dict[str, asyncio.Queue[MarkMessage]] = {} - - def create_utterance_queue(self, utterance_id: str): - if utterance_id in self.utterance_queues: - raise ValueError(f"utterance_id {utterance_id} already exists") - self.utterance_queues[utterance_id] = asyncio.Queue() - - def put_nowait( - self, - utterance_id: str, - mark_message: MarkMessage, - ): - if utterance_id in self.utterance_queues: - self.utterance_queues[utterance_id].put_nowait(mark_message) - - async def get( - self, - utterance_id: str, - ) -> MarkMessage: - if utterance_id not in self.utterance_queues: - raise ValueError(f"utterance_id {utterance_id} not found") - return await self.utterance_queues[utterance_id].get() - - def delete_utterance_queue(self, utterance_id: str): - del self.utterance_queues[utterance_id] diff --git a/vocode/streaming/telephony/conversation/twilio_phone_conversation.py b/vocode/streaming/telephony/conversation/twilio_phone_conversation.py index 6145d53b05..f3c833726d 100644 --- a/vocode/streaming/telephony/conversation/twilio_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/twilio_phone_conversation.py @@ -1,10 +1,8 @@ -import asyncio import base64 import json import os -import threading from enum import Enum -from typing import AsyncGenerator, Optional +from typing import Optional from fastapi import WebSocket from loguru import logger @@ -15,25 +13,17 @@ from vocode.streaming.models.synthesizer import SynthesizerConfig from vocode.streaming.models.telephony import PhoneCallDirection, TwilioConfig from vocode.streaming.models.transcriber import TranscriberConfig -from vocode.streaming.models.transcript import Message -from vocode.streaming.output_device.twilio_output_device import TwilioOutputDevice +from vocode.streaming.output_device.twilio_output_device import ( + ChunkFinishedMarkMessage, + TwilioOutputDevice, +) from vocode.streaming.synthesizer.abstract_factory import AbstractSynthesizerFactory -from vocode.streaming.synthesizer.base_synthesizer import SynthesisResult -from vocode.streaming.synthesizer.input_streaming_synthesizer import InputStreamingSynthesizer from vocode.streaming.telephony.client.twilio_client import TwilioClient from vocode.streaming.telephony.config_manager.base_config_manager import BaseConfigManager from vocode.streaming.telephony.conversation.abstract_phone_conversation import ( AbstractPhoneConversation, ) -from vocode.streaming.telephony.conversation.mark_message_queue import ( - ChunkFinishedMarkMessage, - MarkMessage, - MarkMessageQueue, - UtteranceFinishedMarkMessage, -) from vocode.streaming.transcriber.abstract_factory import AbstractTranscriberFactory -from vocode.streaming.utils import create_utterance_id -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log from vocode.streaming.utils.events_manager import EventsManager from vocode.streaming.utils.state_manager import TwilioPhoneConversationStateManager @@ -83,7 +73,6 @@ def __init__( synthesizer_factory=synthesizer_factory, speed_coefficient=speed_coefficient, ) - self.mark_message_queue: MarkMessageQueue = MarkMessageQueue() self.config_manager = config_manager self.twilio_config = twilio_config or TwilioConfig( account_sid=os.environ["TWILIO_ACCOUNT_SID"], @@ -140,135 +129,10 @@ async def _handle_ws_message(self, message) -> Optional[TwilioPhoneConversationW chunk = base64.b64decode(media["payload"]) self.receive_audio(chunk) if data["event"] == "mark": - mark_name = data["mark"]["name"] - if mark_name.startswith("chunk-"): - utterance_id, chunk_idx = mark_name.split("-")[1:] - self.mark_message_queue.put_nowait( - utterance_id=utterance_id, - mark_message=ChunkFinishedMarkMessage(chunk_idx=int(chunk_idx)), - ) - elif mark_name.startswith("utterance"): - utterance_id = mark_name.split("-")[1] - self.mark_message_queue.put_nowait( - utterance_id=utterance_id, - mark_message=UtteranceFinishedMarkMessage(), - ) + chunk_id = data["mark"]["name"] + self.output_device.enqueue_mark_message(ChunkFinishedMarkMessage(chunk_id=chunk_id)) elif data["event"] == "stop": logger.debug(f"Media WS: Received event 'stop': {message}") logger.debug("Stopping...") return TwilioPhoneConversationWebsocketAction.CLOSE_WEBSOCKET return None - - async def _send_chunks( - self, - utterance_id: str, - chunk_generator: AsyncGenerator[SynthesisResult.ChunkResult, None], - clear_message_lock: asyncio.Lock, - stop_event: threading.Event, - ): - chunk_idx = 0 - try: - async for chunk_result in chunk_generator: - async with clear_message_lock: - if stop_event.is_set(): - break - self.output_device.consume_nonblocking(chunk_result.chunk) - self.output_device.send_chunk_finished_mark(utterance_id, chunk_idx) - chunk_idx += 1 - except asyncio.CancelledError: - pass - finally: - logger.debug("Finished sending all chunks to Twilio") - self.output_device.send_utterance_finished_mark(utterance_id) - - async def send_speech_to_output( - self, - message: str, - synthesis_result: SynthesisResult, - stop_event: threading.Event, - seconds_per_chunk: float, - transcript_message: Optional[Message] = None, - started_event: Optional[threading.Event] = None, - ): - """In contrast with send_speech_to_output in the base class, this function uses mark messages - to support interruption - we send all chunks to the output device, and then wait for mark messages[0] - that indicate that each chunk has been played. This means that we don't need to depends on asyncio.sleep - to support interruptions. - - Once we receive an interruption signal: - - we send a clear message to Twilio to stop playing all queued audio - - based on the number of mark messages we've received back, we know how many chunks were played and can indicate on the transcript - - [0] https://www.twilio.com/docs/voice/twiml/stream#websocket-messages-to-twilio - """ - - if self.transcriber.get_transcriber_config().mute_during_speech: - logger.debug("Muting transcriber") - self.transcriber.mute() - message_sent = message - cut_off = False - chunk_idx = 0 - seconds_spoken = 0.0 - logger.debug(f"Start sending speech {message} to output") - - utterance_id = create_utterance_id() - self.mark_message_queue.create_utterance_queue(utterance_id) - - first_chunk_span = self._maybe_create_first_chunk_span(synthesis_result, message) - - clear_message_lock = asyncio.Lock() - - asyncio_create_task_with_done_error_log( - self._send_chunks( - utterance_id, - synthesis_result.chunk_generator, - clear_message_lock, - stop_event, - ), - ) - mark_event: MarkMessage - first = True - while True: - mark_event = await self.mark_message_queue.get(utterance_id) - if isinstance(mark_event, UtteranceFinishedMarkMessage): - break - if first and first_chunk_span: - self._track_first_chunk(first_chunk_span, synthesis_result) - first = False - seconds_spoken = mark_event.chunk_idx * seconds_per_chunk - # Lock here so that we check the stop event and send the clear message atomically - # w.r.t. the _send_chunks task which also checks the stop event - # Otherwise, we could send the clear message while _send_chunks is in the middle of sending a chunk - # and the synthesis wouldn't be cleared - async with clear_message_lock: - if stop_event.is_set(): - self.output_device.send_clear_message() - logger.debug( - "Interrupted, stopping text to speech after {} chunks".format(chunk_idx) - ) - message_sent = synthesis_result.get_message_up_to(seconds_spoken) - cut_off = True - break - if chunk_idx == 0: - if started_event: - started_event.set() - self.mark_last_action_timestamp() - chunk_idx += 1 - seconds_spoken += seconds_per_chunk - if transcript_message: - transcript_message.text = synthesis_result.get_message_up_to(seconds_spoken) - self.mark_message_queue.delete_utterance_queue(utterance_id) - if self.transcriber.get_transcriber_config().mute_during_speech: - logger.debug("Unmuting transcriber") - self.transcriber.unmute() - if transcript_message: - # For input streaming synthesizers, we have to buffer the message as it is streamed in - # What is said is federated fully by synthesis_result.get_message_up_to - if isinstance(self.synthesizer, InputStreamingSynthesizer): - message_sent = transcript_message.text - else: - transcript_message.text = message_sent - transcript_message.is_final = not cut_off - if synthesis_result.synthesis_total_span: - synthesis_result.synthesis_total_span.finish() - return message_sent, cut_off diff --git a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py index 8af5399d55..38629f89e9 100644 --- a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py @@ -47,7 +47,6 @@ def __init__( events_manager: Optional[EventsManager] = None, output_to_speaker: bool = False, speed_coefficient: float = 1.0, - per_chunk_allowance_seconds: float = 0.01, noise_suppression: bool = False, ): self.speed_coefficient = speed_coefficient @@ -67,7 +66,6 @@ def __init__( transcriber_factory=transcriber_factory, agent_factory=agent_factory, synthesizer_factory=synthesizer_factory, - per_chunk_allowance_seconds=per_chunk_allowance_seconds, ) self.vonage_config = vonage_config self.telephony_client = VonageClient( diff --git a/vocode/streaming/transcriber/base_transcriber.py b/vocode/streaming/transcriber/base_transcriber.py index 4745b79a65..3e89d23d12 100644 --- a/vocode/streaming/transcriber/base_transcriber.py +++ b/vocode/streaming/transcriber/base_transcriber.py @@ -58,19 +58,18 @@ def terminate(self): pass -class BaseAsyncTranscriber(AbstractTranscriber[TranscriberConfigType], AsyncWorker): +class BaseAsyncTranscriber(AbstractTranscriber[TranscriberConfigType], AsyncWorker[bytes]): # type: ignore def __init__(self, transcriber_config: TranscriberConfigType): AbstractTranscriber.__init__(self, transcriber_config) AsyncWorker.__init__(self, self.input_queue, self.output_queue) - async def _run_loop(self): - raise NotImplementedError - def terminate(self): AsyncWorker.terminate(self) -class BaseThreadAsyncTranscriber(AbstractTranscriber[TranscriberConfigType], ThreadAsyncWorker): +class BaseThreadAsyncTranscriber( # type: ignore + AbstractTranscriber[TranscriberConfigType], ThreadAsyncWorker[bytes] +): def __init__(self, transcriber_config: TranscriberConfigType): AbstractTranscriber.__init__(self, transcriber_config) ThreadAsyncWorker.__init__(self, self.input_queue, self.output_queue) diff --git a/vocode/streaming/utils/__init__.py b/vocode/streaming/utils/__init__.py index 6f2585e090..31dd24998c 100644 --- a/vocode/streaming/utils/__init__.py +++ b/vocode/streaming/utils/__init__.py @@ -135,3 +135,12 @@ async def generate_from_async_iter_with_lookahead( if buffer and stream_length <= lookahead: yield buffer return + + +async def enumerate_async_iter( + async_iter: AsyncIterator[AsyncIteratorGenericType], +) -> AsyncGenerator[Tuple[int, AsyncIteratorGenericType], None]: + i = 0 + async for item in async_iter: + yield i, item + i += 1 diff --git a/vocode/streaming/utils/worker.py b/vocode/streaming/utils/worker.py index 80021b580f..cdbff41ace 100644 --- a/vocode/streaming/utils/worker.py +++ b/vocode/streaming/utils/worker.py @@ -15,7 +15,7 @@ class AsyncWorker(Generic[WorkerInputType]): def __init__( self, - input_queue: asyncio.Queue, + input_queue: asyncio.Queue[WorkerInputType], output_queue: asyncio.Queue = asyncio.Queue(), ) -> None: self.worker_task: Optional[asyncio.Task] = None @@ -93,7 +93,7 @@ def terminate(self): return super().terminate() -class AsyncQueueWorker(AsyncWorker): +class AsyncQueueWorker(AsyncWorker[WorkerInputType]): async def _run_loop(self): while True: try: diff --git a/vocode/turn_based/output_device/base_output_device.py b/vocode/turn_based/output_device/abstract_output_device.py similarity index 54% rename from vocode/turn_based/output_device/base_output_device.py rename to vocode/turn_based/output_device/abstract_output_device.py index d54c0c7fd6..c2eb148f2e 100644 --- a/vocode/turn_based/output_device/base_output_device.py +++ b/vocode/turn_based/output_device/abstract_output_device.py @@ -1,9 +1,13 @@ +from abc import ABC, abstractmethod + from pydub import AudioSegment -class BaseOutputDevice: +class AbstractOutputDevice(ABC): + + @abstractmethod def send_audio(self, audio: AudioSegment) -> None: - raise NotImplementedError + pass def terminate(self): pass diff --git a/vocode/turn_based/output_device/speaker_output.py b/vocode/turn_based/output_device/speaker_output.py index a0b35dc4da..a3f748f9ed 100644 --- a/vocode/turn_based/output_device/speaker_output.py +++ b/vocode/turn_based/output_device/speaker_output.py @@ -4,10 +4,10 @@ import sounddevice as sd from pydub import AudioSegment -from vocode.turn_based.output_device.base_output_device import BaseOutputDevice +from vocode.turn_based.output_device.abstract_output_device import AbstractOutputDevice -class SpeakerOutput(BaseOutputDevice): +class SpeakerOutput(AbstractOutputDevice): DEFAULT_SAMPLING_RATE = 44100 def __init__( diff --git a/vocode/turn_based/turn_based_conversation.py b/vocode/turn_based/turn_based_conversation.py index faddb613b0..0eb9e506a8 100644 --- a/vocode/turn_based/turn_based_conversation.py +++ b/vocode/turn_based/turn_based_conversation.py @@ -2,7 +2,7 @@ from vocode.turn_based.agent.base_agent import BaseAgent from vocode.turn_based.input_device.base_input_device import BaseInputDevice -from vocode.turn_based.output_device.base_output_device import BaseOutputDevice +from vocode.turn_based.output_device.abstract_output_device import AbstractOutputDevice from vocode.turn_based.synthesizer.base_synthesizer import BaseSynthesizer from vocode.turn_based.transcriber.base_transcriber import BaseTranscriber @@ -14,7 +14,7 @@ def __init__( transcriber: BaseTranscriber, agent: BaseAgent, synthesizer: BaseSynthesizer, - output_device: BaseOutputDevice, + output_device: AbstractOutputDevice, ): self.input_device = input_device self.transcriber = transcriber From a39cf15c595d7a4091cba212ff69a5377bb679ea Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 3 Jul 2024 12:12:59 -0700 Subject: [PATCH 104/148] [DOW-101] LiveKit integration (#591) * checkpoint * livekit v0 * in progress changes * integrate with worker * fix import * update deps and remove unneeded files * integrate it properly into app * fix interrupts * make transcript publish work * a confounding fix * isort * constants, some cleanup --------- Co-authored-by: Kian --- apps/livekit/README.md | 3 + apps/livekit/app.py | 107 + apps/livekit/poetry.lock | 3176 +++++++++++++++++ apps/livekit/pyproject.toml | 19 + poetry.lock | 625 ++-- pyproject.toml | 5 +- vocode/streaming/livekit/constants.py | 5 + .../streaming/livekit/livekit_conversation.py | 68 + .../livekit/livekit_events_manager.py | 55 + vocode/streaming/models/transcriber.py | 10 + .../output_device/livekit_output_device.py | 69 + vocode/streaming/streaming_conversation.py | 11 +- .../conversation/twilio_phone_conversation.py | 2 +- .../conversation/vonage_phone_conversation.py | 2 +- 14 files changed, 3854 insertions(+), 303 deletions(-) create mode 100644 apps/livekit/README.md create mode 100644 apps/livekit/app.py create mode 100644 apps/livekit/poetry.lock create mode 100644 apps/livekit/pyproject.toml create mode 100644 vocode/streaming/livekit/constants.py create mode 100644 vocode/streaming/livekit/livekit_conversation.py create mode 100644 vocode/streaming/livekit/livekit_events_manager.py create mode 100644 vocode/streaming/output_device/livekit_output_device.py diff --git a/apps/livekit/README.md b/apps/livekit/README.md new file mode 100644 index 0000000000..eaed5defce --- /dev/null +++ b/apps/livekit/README.md @@ -0,0 +1,3 @@ +``` +poetry run python app.py dev +``` diff --git a/apps/livekit/app.py b/apps/livekit/app.py new file mode 100644 index 0000000000..6ae788f3f6 --- /dev/null +++ b/apps/livekit/app.py @@ -0,0 +1,107 @@ +import asyncio +import os + +from livekit.agents import JobContext, JobRequest, WorkerOptions, cli +from loguru import logger +from pydantic_settings import BaseSettings, SettingsConfigDict + +from vocode.logging import configure_pretty_logging +from vocode.streaming.action.end_conversation import EndConversationVocodeActionConfig +from vocode.streaming.agent.chat_gpt_agent import ChatGPTAgent +from vocode.streaming.livekit.livekit_conversation import LiveKitConversation +from vocode.streaming.models.actions import ( + PhraseBasedActionTrigger, + PhraseBasedActionTriggerConfig, + PhraseTrigger, +) +from vocode.streaming.models.agent import ChatGPTAgentConfig +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import AzureSynthesizerConfig +from vocode.streaming.models.transcriber import ( + DeepgramTranscriberConfig, + PunctuationEndpointingConfig, +) +from vocode.streaming.output_device.livekit_output_device import LiveKitOutputDevice +from vocode.streaming.synthesizer.azure_synthesizer import AzureSynthesizer +from vocode.streaming.transcriber.deepgram_transcriber import DeepgramTranscriber + + +class Settings(BaseSettings): + + livekit_api_key: str = "ENTER_YOUR_LIVE_KIT_API_KEY" + livekit_api_secret: str = "ENTER_YOUR_LIVE_KIT_API_SECRET" + livekit_ws_url: str = "ENTER_YOUR_LIVE_KIT_WS_URL" + + # This means a .env file can be used to overload these settings + # ex: "OPENAI_API_KEY=my_key" will set openai_api_key over the default above + model_config = SettingsConfigDict( + env_file=".env", + env_file_encoding="utf-8", + extra="ignore", + ) + + +async def wait_for_termination(conversation: LiveKitConversation, ctx: JobContext): + await conversation.wait_for_termination() + await conversation.terminate() + await ctx.room.disconnect() + + +async def entrypoint(ctx: JobContext): + configure_pretty_logging() + output_device = LiveKitOutputDevice() + conversation = LiveKitConversation( + output_device=output_device, + transcriber=DeepgramTranscriber( + DeepgramTranscriberConfig.from_livekit_input_device( + endpointing_config=PunctuationEndpointingConfig(), + api_key=os.getenv("DEEPGRAM_API_KEY"), + ), + ), + agent=ChatGPTAgent( + ChatGPTAgentConfig( + openai_api_key=os.getenv("OPENAI_API_KEY"), + initial_message=BaseMessage(text="What up"), + prompt_preamble="""The AI is having a pleasant conversation about life""", + actions=[ + EndConversationVocodeActionConfig( + action_trigger=PhraseBasedActionTrigger( + config=PhraseBasedActionTriggerConfig( + phrase_triggers=[ + PhraseTrigger( + phrase="goodbye", + conditions=["phrase_condition_type_contains"], + ) + ] + ) + ) + ) + ], + ) + ), + synthesizer=AzureSynthesizer( + synthesizer_config=AzureSynthesizerConfig.from_output_device( + output_device=output_device, + voice_name="en-US-AriaNeural", + ) + ), + ) + await conversation.start_room(ctx.room) + asyncio.create_task(wait_for_termination(conversation, ctx)) + + +async def request_fnc(req: JobRequest) -> None: + logger.info("received request %s", req) + await req.accept(entrypoint) + + +if __name__ == "__main__": + settings = Settings() + cli.run_app( + WorkerOptions( + request_fnc, + api_key=settings.livekit_api_key, + 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"langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "pvkoala", "twilio", "vonage"] +all = ["cartesia", "google-cloud-speech", "google-cloud-texttospeech", "groq", "langchain", "langchain-anthropic", "langchain-community", "langchain-google-vertexai", "langchain-openai", "livekit", "pvkoala", "twilio", "vonage"] langchain = ["langchain", "langchain-community"] langchain-extras = ["langchain-anthropic", "langchain-google-vertexai", "langchain-openai"] synthesizers = ["cartesia", "google-cloud-texttospeech", "pvkoala"] @@ -4678,4 +4711,4 @@ transcribers = ["google-cloud-speech"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<4.0" -content-hash = "e56040c6bd76616232f8ef2b371771ee098c6a12fd57228c0b0ab2a0d24e3e58" +content-hash = "6db0fe735d65f6e7ef508241d63a4b069d7b01d67b2d4bca5571aae70641d4c3" diff --git a/pyproject.toml b/pyproject.toml index 2110da3b70..61332efecf 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -59,6 +59,8 @@ langchain-openai = { version = "^0.1.8", optional = true } langchain-anthropic = { version = "^0.1.15", optional = true } langchain-google-vertexai = { version = "^1.0.5", optional = true } +# LiveKit +livekit = { version = "^0.11.1", optional = true } [tool.poetry.group.lint.dependencies] black = "^24.4.2" @@ -104,7 +106,8 @@ all = [ "langchain-anthropic", "langchain-google-vertexai", "cartesia", - "groq" + "groq", + "livekit" ] [tool.mypy] diff --git a/vocode/streaming/livekit/constants.py b/vocode/streaming/livekit/constants.py new file mode 100644 index 0000000000..829ee473ad --- /dev/null +++ b/vocode/streaming/livekit/constants.py @@ -0,0 +1,5 @@ +from vocode.streaming.models.audio import AudioEncoding + +DEFAULT_SAMPLING_RATE = 48000 +DEFAULT_CHUNK_SIZE = 480 +AUDIO_ENCODING = AudioEncoding.LINEAR16 diff --git a/vocode/streaming/livekit/livekit_conversation.py b/vocode/streaming/livekit/livekit_conversation.py new file mode 100644 index 0000000000..9818b70561 --- /dev/null +++ b/vocode/streaming/livekit/livekit_conversation.py @@ -0,0 +1,68 @@ +import asyncio + +from livekit import rtc +from loguru import logger + +from vocode.streaming.livekit.livekit_events_manager import LiveKitEventsManager +from vocode.streaming.output_device.livekit_output_device import LiveKitOutputDevice +from vocode.streaming.streaming_conversation import StreamingConversation + + +class LiveKitConversation(StreamingConversation[LiveKitOutputDevice]): + room: rtc.Room + user_track: rtc.Track + user_participant: rtc.RemoteParticipant + + def __init__(self, *args, **kwargs): + if kwargs.get("events_manager") is None: + events_manager = LiveKitEventsManager() + events_manager.attach_conversation(self) + kwargs["events_manager"] = events_manager + super().__init__(*args, **kwargs) + self.receive_frames_task: asyncio.Task | None = None + + async def start_room(self, room: rtc.Room): + self.room = room + room.on("track_subscribed", self._on_track_subscribed) + room.on("track_unsubscribed", self._on_track_unsubscribed) + + await self.output_device.initialize_source(room) + + await super().start() + + def _on_track_subscribed( + self, + track: rtc.Track, + publication: rtc.RemoteTrackPublication, + participant: rtc.RemoteParticipant, + ): + logger.info("track subscribed: %s", publication.sid) + if track.kind == rtc.TrackKind.KIND_AUDIO: + self.user_participant = participant + self.user_track = track + audio_stream = rtc.AudioStream(track) + self.receive_frames_task = asyncio.create_task(self._receive_frames(audio_stream)) + + async def _receive_frames( + self, + audio_stream: rtc.AudioStream, + ): + # this is where we will send the frames to transcription + async for event in audio_stream: + if self.is_active(): + frame = event.frame + self.receive_audio(bytes(frame.data)) + + def _on_track_unsubscribed( + self, + track: rtc.RemoteTrack, + pub: rtc.RemoteTrackPublication, + participant: rtc.RemoteParticipant, + ): + self.mark_terminated() + + async def terminate(self): + if self.receive_frames_task: + self.receive_frames_task.cancel() + await self.output_device.uninitialize_source() + return await super().terminate() diff --git a/vocode/streaming/livekit/livekit_events_manager.py b/vocode/streaming/livekit/livekit_events_manager.py new file mode 100644 index 0000000000..5daaefcc87 --- /dev/null +++ b/vocode/streaming/livekit/livekit_events_manager.py @@ -0,0 +1,55 @@ +import uuid +from typing import TYPE_CHECKING, List + +from livekit import rtc + +from vocode.streaming.models.events import Event, EventType, Sender +from vocode.streaming.models.transcript import TranscriptEvent +from vocode.streaming.utils.events_manager import EventsManager + +if TYPE_CHECKING: + from vocode.streaming.livekit.livekit_conversation import LiveKitConversation + + +class LiveKitEventsManager(EventsManager): + _conversation: "LiveKitConversation" + + def __init__( + self, + subscriptions: List[EventType] = [], + ): + if EventType.TRANSCRIPT not in subscriptions: + subscriptions.append(EventType.TRANSCRIPT) + super().__init__(subscriptions) + + def attach_conversation(self, conversation: "LiveKitConversation"): + self._conversation = conversation + + async def handle_event(self, event: Event): + if isinstance(event, TranscriptEvent): + participant = ( + self._conversation.room.local_participant + if event.sender == Sender.BOT + else self._conversation.user_participant + ) + track = ( + self._conversation.user_track + if event.sender == Sender.HUMAN + else self._conversation.output_device.track + ) + + transcription = rtc.Transcription( + participant_identity=participant.identity, + track_id=track.sid, + segments=[ + rtc.TranscriptionSegment( + id=str(uuid.uuid4()), + text=event.text, + start_time=int(event.timestamp), + end_time=int(event.timestamp), + final=True, + ) + ], + language="", + ) + await self._conversation.room.local_participant.publish_transcription(transcription) diff --git a/vocode/streaming/models/transcriber.py b/vocode/streaming/models/transcriber.py index b67cbd79c0..c27d865197 100644 --- a/vocode/streaming/models/transcriber.py +++ b/vocode/streaming/models/transcriber.py @@ -3,6 +3,7 @@ from pydantic.v1 import validator +import vocode.streaming.livekit.constants as LiveKitConstants from vocode.streaming.input_device.base_input_device import BaseInputDevice from vocode.streaming.models.client_backend import InputAudioConfig from vocode.streaming.models.model import BaseModel @@ -105,6 +106,15 @@ def from_input_audio_config(cls, input_audio_config: InputAudioConfig, **kwargs) **kwargs, ) + @classmethod + def from_livekit_input_device(cls, **kwargs): + return cls( + sampling_rate=LiveKitConstants.DEFAULT_SAMPLING_RATE, + audio_encoding=LiveKitConstants.AUDIO_ENCODING, + chunk_size=LiveKitConstants.DEFAULT_CHUNK_SIZE, + **kwargs, + ) + class DeepgramTranscriberConfig(TranscriberConfig, type=TranscriberType.DEEPGRAM.value): # type: ignore language: Optional[str] = None diff --git a/vocode/streaming/output_device/livekit_output_device.py b/vocode/streaming/output_device/livekit_output_device.py new file mode 100644 index 0000000000..5a2e1a040f --- /dev/null +++ b/vocode/streaming/output_device/livekit_output_device.py @@ -0,0 +1,69 @@ +import asyncio + +from livekit import rtc + +from vocode.streaming.livekit.constants import AUDIO_ENCODING, DEFAULT_SAMPLING_RATE +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice +from vocode.streaming.output_device.audio_chunk import ChunkState + +NUM_CHANNELS = 1 + + +class LiveKitOutputDevice(AbstractOutputDevice): + source: rtc.AudioSource + track: rtc.LocalAudioTrack + room: rtc.Room + + def __init__( + self, + sampling_rate: int = DEFAULT_SAMPLING_RATE, + audio_encoding: AudioEncoding = AUDIO_ENCODING, + ): + super().__init__(sampling_rate, audio_encoding) + + async def _run_loop(self): + while True: + try: + item = await self.input_queue.get() + except asyncio.CancelledError: + return + + self.interruptible_event = item + audio_chunk = item.payload + + if item.is_interrupted(): + audio_chunk.on_interrupt() + audio_chunk.state = ChunkState.INTERRUPTED + continue + + await self.play(audio_chunk.data) + audio_chunk.on_play() + audio_chunk.state = ChunkState.PLAYED + self.interruptible_event.is_interruptible = False + + async def initialize_source(self, room: rtc.Room): + """Creates the AudioSource that will be used to capture audio frames. + + Can only be called once the room has set up its track callbcks + """ + self.room = room + source = rtc.AudioSource(self.sampling_rate, NUM_CHANNELS) + track = rtc.LocalAudioTrack.create_audio_track("agent-synthesis", source) + options = rtc.TrackPublishOptions() + options.source = rtc.TrackSource.SOURCE_MICROPHONE + await self.room.local_participant.publish_track(track, options) + self.track = track + self.source = source + + async def uninitialize_source(self): + await self.room.local_participant.unpublish_track(self.track.sid) + + async def play(self, item: bytes): + audio_frame = rtc.AudioFrame( + item, self.sampling_rate, num_channels=1, samples_per_channel=len(item) // 2 + ) + return await self.source.capture_frame(audio_frame) + + def interrupt(self): + pass diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index bdb563230f..58ce8d167b 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -661,7 +661,7 @@ def __init__( self.transcript.attach_events_manager(self.events_manager) self.is_human_speaking = False - self.active = False + self.is_terminated = asyncio.Event() self.mark_last_action_timestamp() self.check_for_idle_task: Optional[asyncio.Task] = None @@ -718,7 +718,7 @@ async def start(self, mark_ready: Optional[Callable[[], Awaitable[None]]] = None self.agent.attach_transcript(self.transcript) if mark_ready: await mark_ready() - self.active = True + self.is_terminated.clear() self.check_for_idle_task = asyncio_create_task_with_done_error_log( self.check_for_idle(), ) @@ -989,7 +989,7 @@ def _on_interrupt(): return message_sent, cut_off def mark_terminated(self, bot_disconnect: bool = False): - self.active = False + self.is_terminated.set() async def terminate(self): self.mark_terminated() @@ -1036,4 +1036,7 @@ async def terminate(self): logger.debug("Successfully terminated") def is_active(self): - return self.active + return not self.is_terminated.is_set() + + async def wait_for_termination(self): + await self.is_terminated.wait() diff --git a/vocode/streaming/telephony/conversation/twilio_phone_conversation.py b/vocode/streaming/telephony/conversation/twilio_phone_conversation.py index f3c833726d..267e37e927 100644 --- a/vocode/streaming/telephony/conversation/twilio_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/twilio_phone_conversation.py @@ -99,7 +99,7 @@ async def attach_ws_and_start(self, ws: WebSocket): from_phone_number=self.from_phone, ) ) - while self.active: + while self.is_active(): message = await ws.receive_text() response = await self._handle_ws_message(message) if response == TwilioPhoneConversationWebsocketAction.CLOSE_WEBSOCKET: diff --git a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py index 38629f89e9..faa259a6c8 100644 --- a/vocode/streaming/telephony/conversation/vonage_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/vonage_phone_conversation.py @@ -100,7 +100,7 @@ async def attach_ws_and_start(self, ws: WebSocket): ) ) disconnected = False - while self.active: + while self.is_active(): try: message = await ws.receive() if message["type"] == "websocket.disconnect": From 949711f7f91a235a3c14c407cf53a4c23864b4a2 Mon Sep 17 00:00:00 2001 From: rjheeta Date: Wed, 3 Jul 2024 17:36:00 -0400 Subject: [PATCH 105/148] upgrade to latest cartesia 1.0.3 (#587) * upgrade to latest cartesia 1.0.3 * fixed linting conflict * finish streaming * make cartesia optional --------- Co-authored-by: Ajay Raj --- .../streaming/synthesizer/synthesize.py | 5 +- poetry.lock | 374 +++++++++--------- pyproject.toml | 2 +- vocode/streaming/models/synthesizer.py | 2 +- .../streaming/synthesizer/base_synthesizer.py | 2 +- .../synthesizer/cartesia_synthesizer.py | 90 +++-- 6 files changed, 258 insertions(+), 217 deletions(-) diff --git a/playground/streaming/synthesizer/synthesize.py b/playground/streaming/synthesizer/synthesize.py index c9431620af..bc5827b940 100644 --- a/playground/streaming/synthesizer/synthesize.py +++ b/playground/streaming/synthesizer/synthesize.py @@ -1,5 +1,6 @@ import time +from vocode.streaming.constants import PER_CHUNK_ALLOWANCE_SECONDS from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.synthesizer import AzureSynthesizerConfig from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice @@ -46,7 +47,9 @@ async def speak( end_time = time.time() await asyncio.sleep( max( - speech_length_seconds - (end_time - start_time), + speech_length_seconds + - (end_time - start_time) + - PER_CHUNK_ALLOWANCE_SECONDS, 0, ) ) diff --git a/poetry.lock b/poetry.lock index b6eca1ea97..254e7f0840 100644 --- a/poetry.lock +++ b/poetry.lock @@ -300,13 +300,13 @@ files = [ [[package]] name = "cartesia" -version = "0.1.1" +version = "1.0.3" description = "The official Python library for the Cartesia API." optional = true python-versions = ">=3.8.0" files = [ - {file = "cartesia-0.1.1-py2.py3-none-any.whl", hash = "sha256:7a7365f17e220247ee2af1efdb88e69b0aa332e390c85775bf356b5e7b882498"}, - {file = "cartesia-0.1.1.tar.gz", hash = "sha256:c584770f4698e6dc826a75b7b5fd39bfce749c88ad9786dca46edd9527710002"}, + {file = "cartesia-1.0.3-py2.py3-none-any.whl", hash = "sha256:d680c197361507faf11e8ed99a30a0d6ece682298ea306f41a66a0195c08ae37"}, + {file = "cartesia-1.0.3.tar.gz", hash = "sha256:446e7bea274e71c95f790d1efdc4b04a6eec1747f3ae5cc48a4fd68985d0aafc"}, ] [package.dependencies] @@ -774,13 +774,13 @@ test = ["pytest (>=6)"] [[package]] name = "fakeredis" -version = "2.23.2" +version = "2.23.3" description = "Python implementation of redis API, can be used for testing purposes." optional = false python-versions = "<4.0,>=3.7" files = [ - {file = "fakeredis-2.23.2-py3-none-any.whl", hash = "sha256:3721946b955930c065231befd24a9cdc68b339746e93848ef01a010d98e4eb4f"}, - {file = "fakeredis-2.23.2.tar.gz", hash = "sha256:d649c409abe46c63690b6c35d3c460e4ce64c69a52cea3f02daff2649378f878"}, + {file = "fakeredis-2.23.3-py3-none-any.whl", hash = "sha256:4779be828f4ebf53e1a286fd11e2ffe0f510d3e5507f143d644e67a07387d759"}, + {file = "fakeredis-2.23.3.tar.gz", hash = "sha256:0c67caa31530114f451f012eca920338c5eb83fa7f1f461dd41b8d2488a99cba"}, ] [package.dependencies] @@ -943,13 +943,13 @@ files = [ [[package]] name = "fsspec" -version = "2024.6.0" +version = "2024.6.1" description = "File-system specification" optional = false python-versions = ">=3.8" files = [ - {file = "fsspec-2024.6.0-py3-none-any.whl", hash = "sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee"}, - {file = "fsspec-2024.6.0.tar.gz", hash = "sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2"}, + {file = "fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e"}, + {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"}, ] [package.extras] @@ -1013,13 +1013,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"] [[package]] name = "google-auth" -version = "2.30.0" +version = "2.31.0" description = "Google Authentication Library" optional = true python-versions = ">=3.7" files = [ - {file = "google-auth-2.30.0.tar.gz", hash = "sha256:ab630a1320f6720909ad76a7dbdb6841cdf5c66b328d690027e4867bdfb16688"}, - {file = "google_auth-2.30.0-py2.py3-none-any.whl", hash = "sha256:8df7da660f62757388b8a7f249df13549b3373f24388cb5d2f1dd91cc18180b5"}, + {file = "google-auth-2.31.0.tar.gz", hash = "sha256:87805c36970047247c8afe614d4e3af8eceafc1ebba0c679fe75ddd1d575e871"}, + {file = "google_auth-2.31.0-py2.py3-none-any.whl", hash = "sha256:042c4702efa9f7d3c48d3a69341c209381b125faa6dbf3ebe56bc7e40ae05c23"}, ] [package.dependencies] @@ -1036,13 +1036,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"] [[package]] name = "google-cloud-aiplatform" -version = "1.56.0" +version = "1.57.0" description = "Vertex AI API client library" optional = true python-versions = ">=3.8" files = [ - {file = "google-cloud-aiplatform-1.56.0.tar.gz", hash = "sha256:d4cfb085427dac01142915f523949ac2955d6c7f148d95017d3286a77caf5d5e"}, - {file = "google_cloud_aiplatform-1.56.0-py2.py3-none-any.whl", hash = "sha256:ee1ab3bd115c3caebf8ddfd3e47eeb8396a3ec2fc5f5baf1a5c295c8d64333ab"}, + {file = "google-cloud-aiplatform-1.57.0.tar.gz", hash = "sha256:113905f100cb0a9ad744a2445a7675f92f28600233ba499614aa704d11a809b7"}, + {file = "google_cloud_aiplatform-1.57.0-py2.py3-none-any.whl", hash = "sha256:ca5391a56e0cc8f4ed39a2beb7be02f51936ff04fd5304775a72a86c345d0e47"}, ] [package.dependencies] @@ -1077,7 +1077,8 @@ ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict" ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "ray[train] (==2.9.3)", "scikit-learn", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"] reasoningengine = ["cloudpickle (>=3.0,<4.0)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)"] tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"] -testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"] +testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"] +tokenization = ["sentencepiece (>=0.2.0)"] vizier = ["google-vizier (>=0.1.6)"] xai = ["tensorflow (>=2.3.0,<3.0.0dev)"] @@ -1894,13 +1895,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0" [[package]] name 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13a7fe655c..cc7969eaeb 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -229,7 +229,7 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value sampling_rate: int = DEFAULT_POLLY_SAMPLING_RATE -DEFAULT_CARTESIA_MODEL_ID = "upbeat-moon" +DEFAULT_CARTESIA_MODEL_ID = "sonic-english" DEFAULT_CARTESIA_VOICE_ID = "5345cf08-6f37-424d-a5d9-8ae1101b9377" diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index ea368cc15b..5038cf2669 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -295,7 +295,7 @@ def get_message_cutoff_from_total_response_length( @staticmethod def get_message_cutoff_from_voice_speed( - message: BaseMessage, seconds: Optional[float], words_per_minute: int + message: BaseMessage, seconds: Optional[float], words_per_minute: int = 150 ) -> str: if seconds is None: diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index 84f779ca07..7458f7f7ff 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -7,7 +7,6 @@ from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.synthesizer import CartesiaSynthesizerConfig from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log class CartesiaSynthesizer(BaseSynthesizer[CartesiaSynthesizerConfig]): @@ -19,46 +18,63 @@ def __init__( # Lazy import the cartesia module try: - from cartesia.tts import AsyncCartesiaTTS + from cartesia import AsyncCartesia except ImportError as e: raise ImportError(f"Missing required dependancies for CartesiaSynthesizer") from e - self.cartesia_tts = AsyncCartesiaTTS - self.api_key = synthesizer_config.api_key or getenv("CARTESIA_API_KEY") if not self.api_key: raise ValueError("Missing Cartesia API key") + self.cartesia_tts = AsyncCartesia + if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: - self.channel_width = 2 match synthesizer_config.sampling_rate: case SamplingRate.RATE_44100: - self.sampling_rate = 44100 - self.output_format = "pcm_44100" + self.output_format = { + "sample_rate": 44100, + "encoding": "pcm_s16le", + "container": "raw", + } case SamplingRate.RATE_22050: - self.sampling_rate = 22050 - self.output_format = "pcm_22050" + self.output_format = { + "sample_rate": 22050, + "encoding": "pcm_s16le", + "container": "raw", + } case SamplingRate.RATE_16000: - self.sampling_rate = 16000 - self.output_format = "pcm_16000" + self.output_format = { + "sample_rate": 16000, + "encoding": "pcm_s16le", + "container": "raw", + } + case SamplingRate.RATE_8000: + self.output_format = { + "sample_rate": 8000, + "encoding": "pcm_s16le", + "container": "raw", + } case _: raise ValueError( f"Unsupported PCM sampling rate {synthesizer_config.sampling_rate}" ) elif synthesizer_config.audio_encoding == AudioEncoding.MULAW: - # Cartesia has issues with MuLaw/8000. Use pcm/16000 and - # create_synthesis_result_from_wav will handle the conversion to mulaw/8000 self.channel_width = 2 - self.output_format = "pcm_16000" - self.sampling_rate = 16000 + self.output_format = { + "sample_rate": 8000, + "encoding": "pcm_mulaw", + "container": "raw", + } else: raise ValueError(f"Unsupported audio encoding {synthesizer_config.audio_encoding}") + if not isinstance(self.output_format["sample_rate"], int): + raise ValueError(f"Invalid type for sample_rate") + self.sampling_rate = self.output_format["sample_rate"] self.num_channels = 1 self.model_id = synthesizer_config.model_id self.voice_id = synthesizer_config.voice_id self.client = self.cartesia_tts(api_key=self.api_key) - self.voice_embedding = self.client.get_voice_embedding(voice_id=self.voice_id) async def create_speech_uncached( self, @@ -67,33 +83,33 @@ async def create_speech_uncached( is_first_text_chunk: bool = False, is_sole_text_chunk: bool = False, ) -> SynthesisResult: - generator = await self.client.generate( + generator = await self.client.tts.sse( + model_id=self.model_id, transcript=message.text, - voice=self.voice_embedding, + voice_id=self.voice_id, stream=True, - model_id=self.model_id, - data_rtype="bytes", output_format=self.output_format, ) - audio_file = io.BytesIO() - with wave.open(audio_file, "wb") as wav_file: - wav_file.setnchannels(self.num_channels) - wav_file.setsampwidth(self.channel_width) - wav_file.setframerate(self.sampling_rate) - async for chunk in generator: - wav_file.writeframes(chunk["audio"]) - audio_file.seek(0) + async def chunk_generator(sse): + buffer = bytearray() + async for event in sse: + audio = event.get("audio") + buffer.extend(audio) + while len(buffer) >= chunk_size: + yield SynthesisResult.ChunkResult( + chunk=buffer[:chunk_size], is_last_chunk=False + ) + buffer = buffer[chunk_size:] + yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) - result = self.create_synthesis_result_from_wav( - synthesizer_config=self.synthesizer_config, - file=audio_file, - message=message, - chunk_size=chunk_size, + return SynthesisResult( + chunk_generator=chunk_generator(generator), + get_message_up_to=lambda seconds: self.get_message_cutoff_from_voice_speed( + message, seconds + ), ) - return result - @classmethod def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): hashed_api_key = hashlib.sha256(f"{synthesizer_config.api_key}".encode("utf-8")).hexdigest() @@ -106,3 +122,7 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): synthesizer_config.audio_encoding, ) ) + + async def tear_down(self): + await super().tear_down() + await self.client.close() From af2849c569c14033b4b6a5dd53a2898197f3375a Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 3 Jul 2024 14:44:00 -0700 Subject: [PATCH 106/148] poetry version prerelease (#602) --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 22af311b7a..eec09a2715 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "vocode" -version = "0.1.113" +version = "0.1.114a0" description = "The all-in-one voice SDK" authors = ["Ajay Raj "] license = "MIT License" From 918412c4e2469fe14bf5f3c9e4914c43a5bd3b79 Mon Sep 17 00:00:00 2001 From: Clay Elmore <39035319+celmore25@users.noreply.github.com> Date: Wed, 3 Jul 2024 15:10:11 -0700 Subject: [PATCH 107/148] feat: Add ability to configure OpenAI base URL in ChatGPTAgentConfig (#577) * feat: Add ability to configure OpenAI base URL in ChatGPTAgentConfig - Added `base_url` parameter to `ChatGPTAgentConfig` to allow customization of the OpenAI API base URL. - Updated `instantiate_openai_client` function to use the `base_url` parameter from the configuration. - Modified `ChatGPTAgent` to utilize the updated `instantiate_openai_client` function. - Added tests to verify the new `base_url` functionality in `tests/streaming/agent/test_base_agent.py`. This enhancement allows users to specify a custom OpenAI API base URL, providing greater flexibility in agent configuration. * adding capability to use the openai compatible endpoint with token estimation for llama * lint fix * changing openai base_url parameter for overall less code changes * missed logging update * Update vocode/streaming/agent/chat_gpt_agent.py * Update tests/streaming/agent/test_base_agent.py * fix test --------- Co-authored-by: Ajay Raj --- tests/streaming/agent/test_base_agent.py | 15 +++++++++++++++ vocode/streaming/agent/chat_gpt_agent.py | 4 +++- vocode/streaming/agent/token_utils.py | 10 +++++++++- vocode/streaming/models/agent.py | 1 + 4 files changed, 28 insertions(+), 2 deletions(-) diff --git a/tests/streaming/agent/test_base_agent.py b/tests/streaming/agent/test_base_agent.py index c6a0adb952..9720405793 100644 --- a/tests/streaming/agent/test_base_agent.py +++ b/tests/streaming/agent/test_base_agent.py @@ -177,3 +177,18 @@ async def test_action_response_agent_input(mocker: MockerFixture): # TODO: assert that the canned response is optionally sent if the action is not quiet # and that it goes through the normal flow when the action is not quiet pass + + +@pytest.fixture +def agent_config(): + return ChatGPTAgentConfig( + openai_api_key="test_key", + model_name="llama3-8b-8192", + base_url_override="https://api.groq.com/openai/v1/", + prompt_preamble="Test prompt", + ) + + +def test_chat_gpt_agent_base_url(agent_config): + agent = ChatGPTAgent(agent_config) + assert str(agent.openai_client.base_url) == "https://api.groq.com/openai/v1/" diff --git a/vocode/streaming/agent/chat_gpt_agent.py b/vocode/streaming/agent/chat_gpt_agent.py index 047aa6c90e..11e7c6586c 100644 --- a/vocode/streaming/agent/chat_gpt_agent.py +++ b/vocode/streaming/agent/chat_gpt_agent.py @@ -39,9 +39,11 @@ def instantiate_openai_client(agent_config: ChatGPTAgentConfig, model_fallback: else: if agent_config.openai_api_key is not None: logger.info("Using OpenAI API key override") + if agent_config.base_url_override is not None: + logger.info(f"Using OpenAI base URL override: {agent_config.base_url_override}") return AsyncOpenAI( api_key=agent_config.openai_api_key or os.environ["OPENAI_API_KEY"], - base_url="https://api.openai.com/v1", + base_url=agent_config.base_url_override or "https://api.openai.com/v1", max_retries=0 if model_fallback else OPENAI_DEFAULT_MAX_RETRIES, ) diff --git a/vocode/streaming/agent/token_utils.py b/vocode/streaming/agent/token_utils.py index 7cd80f8cc0..bf014b2b7f 100644 --- a/vocode/streaming/agent/token_utils.py +++ b/vocode/streaming/agent/token_utils.py @@ -90,7 +90,7 @@ def get_tokenizer_info(model: str) -> Optional[TokenizerInfo]: try: encoding = tiktoken.encoding_for_model(model) except KeyError: - logger.warning("Warning: model not found. Using cl100k_base encoding.") + logger.warning(f"Warning: model not found. Using cl100k_base encoding for {model}.") encoding = tiktoken.get_encoding("cl100k_base") if model in { "gpt-3.5-turbo-0613", @@ -117,6 +117,14 @@ def get_tokenizer_info(model: str) -> Optional[TokenizerInfo]: ) tokens_per_message = 3 tokens_per_name = 1 + elif "llama" in model.lower(): + logger.warning( + f"Warning: you are using a llama model with an OpenAI compatible endpoint. \ + Llama models are not supported natively support for token counting in tiktoken. \ + Using cl100k_base encoding for {model} as an APPROXIMATION of token usage." + ) + tokens_per_message = 3 + tokens_per_name = 1 else: return None diff --git a/vocode/streaming/models/agent.py b/vocode/streaming/models/agent.py index b023e1e234..aa9b63c8fd 100644 --- a/vocode/streaming/models/agent.py +++ b/vocode/streaming/models/agent.py @@ -122,6 +122,7 @@ class ChatGPTAgentConfig(AgentConfig, type=AgentType.CHAT_GPT.value): # type: i openai_api_key: Optional[str] = None prompt_preamble: str model_name: str = CHAT_GPT_AGENT_DEFAULT_MODEL_NAME + base_url_override: Optional[str] = None temperature: float = LLM_AGENT_DEFAULT_TEMPERATURE max_tokens: int = LLM_AGENT_DEFAULT_MAX_TOKENS azure_params: Optional[AzureOpenAIConfig] = None From 41f38bcc7d91cc50693e7113442d70456bab05b9 Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Fri, 5 Jul 2024 10:23:27 -0700 Subject: [PATCH 108/148] Support passthrough of AsyncHTTPTransport (#603) Support passthrough of AsyncHTTPTransport object --- tests/streaming/action/test_external_actions_requester.py | 2 ++ vocode/streaming/action/external_actions_requester.py | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/tests/streaming/action/test_external_actions_requester.py b/tests/streaming/action/test_external_actions_requester.py index c9d2f8b359..626d5db938 100644 --- a/tests/streaming/action/test_external_actions_requester.py +++ b/tests/streaming/action/test_external_actions_requester.py @@ -5,6 +5,7 @@ import os from typing import Any, Callable, Dict +import httpx import pytest from httpx import Request, Response from pytest_httpx import HTTPXMock @@ -65,6 +66,7 @@ async def test_send_request_responses( JSON_SCHEMA, base64.b64encode(os.urandom(32)).decode(), additional_payload_values={"call_id": "call_id"}, + transport=httpx.AsyncHTTPTransport(retries=3, verify=True), ) assert response.success is expected_success diff --git a/vocode/streaming/action/external_actions_requester.py b/vocode/streaming/action/external_actions_requester.py index ff82911bd6..658192e7b4 100644 --- a/vocode/streaming/action/external_actions_requester.py +++ b/vocode/streaming/action/external_actions_requester.py @@ -52,6 +52,7 @@ async def send_request( payload: Dict[str, Any], signature_secret: str, additional_payload_values: Dict[str, Any] = {}, + transport: httpx.AsyncHTTPTransport = httpx.AsyncHTTPTransport(retries=2), ) -> ExternalActionResponse: encoded_payload = json.dumps({"payload": payload} | additional_payload_values).encode( "utf-8" @@ -63,7 +64,6 @@ async def send_request( "x-vocode-signature": self._encode_payload(encoded_payload, signature_secret), } - transport = httpx.AsyncHTTPTransport(retries=2) async with httpx.AsyncClient( headers=headers, transport=transport, From c580d13addca1b0bd283fb525c4fc42899fb418b Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Fri, 5 Jul 2024 11:33:20 -0700 Subject: [PATCH 109/148] Remove catch-all exception logger for asyncio tasks (#605) * remove error log from exception for asyncio tasks * remove log error on chatgpt query --- vocode/streaming/agent/chat_gpt_agent.py | 15 +-------------- .../output_device/twilio_output_device.py | 10 +++------- vocode/streaming/streaming_conversation.py | 8 ++++---- vocode/streaming/synthesizer/base_synthesizer.py | 4 ++-- .../synthesizer/eleven_labs_synthesizer.py | 4 ++-- .../synthesizer/play_ht_synthesizer_v2.py | 4 ++-- vocode/streaming/utils/create_task.py | 15 +-------------- vocode/streaming/utils/worker.py | 8 ++++---- 8 files changed, 19 insertions(+), 49 deletions(-) diff --git a/vocode/streaming/agent/chat_gpt_agent.py b/vocode/streaming/agent/chat_gpt_agent.py index 11e7c6586c..4d54eb54a2 100644 --- a/vocode/streaming/agent/chat_gpt_agent.py +++ b/vocode/streaming/agent/chat_gpt_agent.py @@ -151,26 +151,13 @@ async def _create_openai_stream_with_fallback( ) self.apply_model_fallback(chat_parameters) stream = await self.openai_client.chat.completions.create(**chat_parameters) - except Exception as e: - logger.error( - f"Error while hitting OpenAI with chat_parameters: {chat_parameters}", - exc_info=True, - ) - raise e return stream async def _create_openai_stream(self, chat_parameters: Dict[str, Any]) -> AsyncGenerator: if self.agent_config.llm_fallback is not None and self.openai_client.max_retries == 0: stream = await self._create_openai_stream_with_fallback(chat_parameters) else: - try: - stream = await self.openai_client.chat.completions.create(**chat_parameters) - except Exception as e: - logger.error( - f"Error while hitting OpenAI with chat_parameters: {chat_parameters}", - exc_info=True, - ) - raise e + stream = await self.openai_client.chat.completions.create(**chat_parameters) return stream def should_backchannel(self, human_input: str) -> bool: diff --git a/vocode/streaming/output_device/twilio_output_device.py b/vocode/streaming/output_device/twilio_output_device.py index 74e0e9c077..00926e9b0f 100644 --- a/vocode/streaming/output_device/twilio_output_device.py +++ b/vocode/streaming/output_device/twilio_output_device.py @@ -14,7 +14,7 @@ from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice from vocode.streaming.output_device.audio_chunk import AudioChunk, ChunkState from vocode.streaming.telephony.constants import DEFAULT_AUDIO_ENCODING, DEFAULT_SAMPLING_RATE -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.create_task import asyncio_create_task from vocode.streaming.utils.worker import InterruptibleEvent @@ -95,12 +95,8 @@ async def _process_mark_messages(self): self.interruptible_event.is_interruptible = False async def _run_loop(self): - send_twilio_messages_task = asyncio_create_task_with_done_error_log( - self._send_twilio_messages() - ) - process_mark_messages_task = asyncio_create_task_with_done_error_log( - self._process_mark_messages() - ) + send_twilio_messages_task = asyncio_create_task(self._send_twilio_messages()) + process_mark_messages_task = asyncio_create_task(self._process_mark_messages()) await asyncio.gather(send_twilio_messages_task, process_mark_messages_task) def _send_audio_chunk_and_mark(self, chunk: bytes, chunk_id: str): diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index 58ce8d167b..52e862ca6b 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -61,7 +61,7 @@ enumerate_async_iter, get_chunk_size_per_second, ) -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.create_task import asyncio_create_task from vocode.streaming.utils.events_manager import EventsManager from vocode.streaming.utils.speed_manager import SpeedManager from vocode.streaming.utils.state_manager import ConversationStateManager @@ -710,7 +710,7 @@ async def start(self, mark_ready: Optional[Callable[[], Awaitable[None]]] = None self.agent.start() initial_message = self.agent.get_agent_config().initial_message if initial_message: - asyncio_create_task_with_done_error_log( + asyncio_create_task( self.send_initial_message(initial_message), ) else: @@ -719,11 +719,11 @@ async def start(self, mark_ready: Optional[Callable[[], Awaitable[None]]] = None if mark_ready: await mark_ready() self.is_terminated.clear() - self.check_for_idle_task = asyncio_create_task_with_done_error_log( + self.check_for_idle_task = asyncio_create_task( self.check_for_idle(), ) if len(self.events_manager.subscriptions) > 0: - self.events_task = asyncio_create_task_with_done_error_log( + self.events_task = asyncio_create_task( self.events_manager.start(), ) diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index 5038cf2669..bdbd6d7d53 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -21,7 +21,7 @@ from vocode.streaming.telephony.constants import MULAW_SILENCE_BYTE, PCM_SILENCE_BYTE from vocode.streaming.utils import convert_wav, get_chunk_size_per_second from vocode.streaming.utils.async_requester import AsyncRequestor -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.create_task import asyncio_create_task FILLER_PHRASES = [ BaseMessage(text="Um..."), @@ -428,7 +428,7 @@ async def send_chunks(): miniaudio_worker.consume_nonblocking(None) # sentinel try: - asyncio_create_task_with_done_error_log(send_chunks(), reraise_cancelled=True) + asyncio_create_task(send_chunks(), reraise_cancelled=True) # Await the output queue of the MiniaudioWorker and yield the wav chunks in another loop while True: diff --git a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py index 714b5bf720..1ccd435475 100644 --- a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py +++ b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py @@ -10,7 +10,7 @@ from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.synthesizer import ElevenLabsSynthesizerConfig from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.create_task import asyncio_create_task ELEVEN_LABS_BASE_URL = "https://api.elevenlabs.io/v1/" STREAMED_CHUNK_SIZE = 16000 * 2 // 4 # 1/8 of a second of 16kHz audio with 16-bit samples @@ -97,7 +97,7 @@ async def create_speech_uncached( body["model_id"] = self.model_id chunk_queue: asyncio.Queue[Optional[bytes]] = asyncio.Queue() - asyncio_create_task_with_done_error_log( + asyncio_create_task( self.get_chunks(url, headers, body, chunk_size, chunk_queue), ) diff --git a/vocode/streaming/synthesizer/play_ht_synthesizer_v2.py b/vocode/streaming/synthesizer/play_ht_synthesizer_v2.py index 6db09ef7d3..1e58b70fb4 100644 --- a/vocode/streaming/synthesizer/play_ht_synthesizer_v2.py +++ b/vocode/streaming/synthesizer/play_ht_synthesizer_v2.py @@ -18,7 +18,7 @@ ) from vocode.streaming.synthesizer.synthesizer_utils import split_text from vocode.streaming.utils import generate_from_async_iter_with_lookahead, generate_with_is_last -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.create_task import asyncio_create_task PLAY_HT_ON_PREM_ADDR = os.environ.get("VOCODE_PLAYHT_ON_PREM_ADDR", None) PLAY_HT_V2_MAX_CHARS = 200 @@ -86,7 +86,7 @@ async def create_speech_uncached( self.total_chars += len(message.text) chunk_queue: asyncio.Queue[Optional[bytes]] = asyncio.Queue() - asyncio_create_task_with_done_error_log( + asyncio_create_task( self.get_chunks( message, chunk_size, diff --git a/vocode/streaming/utils/create_task.py b/vocode/streaming/utils/create_task.py index 9554734d05..38778d0bf6 100644 --- a/vocode/streaming/utils/create_task.py +++ b/vocode/streaming/utils/create_task.py @@ -6,25 +6,12 @@ tasks_registry = [] -def log_if_exception(reraise_cancelled: bool, future: asyncio.Future) -> None: - try: - if exc := future.exception(): - logger.exception( - f"Vocode wrapped logger; exception raised by task {future}: {exc}", - exc_info=exc, - ) - except asyncio.CancelledError: - if reraise_cancelled: - raise - - -def asyncio_create_task_with_done_error_log( +def asyncio_create_task( *args, reraise_cancelled: bool = False, **kwargs, ) -> asyncio.Task: task = asyncio.create_task(*args, **kwargs) tasks_registry.append(task) - task.add_done_callback(functools.partial(log_if_exception, reraise_cancelled)) task.add_done_callback(lambda t: tasks_registry.remove(t)) return task diff --git a/vocode/streaming/utils/worker.py b/vocode/streaming/utils/worker.py index cdbff41ace..16c52a6551 100644 --- a/vocode/streaming/utils/worker.py +++ b/vocode/streaming/utils/worker.py @@ -7,7 +7,7 @@ import janus from loguru import logger -from vocode.streaming.utils.create_task import asyncio_create_task_with_done_error_log +from vocode.streaming.utils.create_task import asyncio_create_task WorkerInputType = TypeVar("WorkerInputType") @@ -23,7 +23,7 @@ def __init__( self.output_queue = output_queue def start(self) -> asyncio.Task: - self.worker_task = asyncio_create_task_with_done_error_log( + self.worker_task = asyncio_create_task( self._run_loop(), ) if not self.worker_task: @@ -60,7 +60,7 @@ def __init__( def start(self) -> asyncio.Task: self.worker_thread = threading.Thread(target=self._run_loop) self.worker_thread.start() - self.worker_task = asyncio_create_task_with_done_error_log( + self.worker_task = asyncio_create_task( self.run_thread_forwarding(), ) if not self.worker_task: @@ -224,7 +224,7 @@ async def _run_loop(self): if item.is_interrupted(): continue self.interruptible_event = item - self.current_task = asyncio_create_task_with_done_error_log( + self.current_task = asyncio_create_task( self.process(item), reraise_cancelled=True, ) From be5f78e97b4349348adba024176c0bd7c98325ff Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 5 Jul 2024 14:00:37 -0700 Subject: [PATCH 110/148] remove phantom parameter (#612) --- vocode/streaming/synthesizer/base_synthesizer.py | 2 +- vocode/streaming/utils/create_task.py | 1 - vocode/streaming/utils/worker.py | 1 - 3 files changed, 1 insertion(+), 3 deletions(-) diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index bdbd6d7d53..2263cc0e2e 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -428,7 +428,7 @@ async def send_chunks(): miniaudio_worker.consume_nonblocking(None) # sentinel try: - asyncio_create_task(send_chunks(), reraise_cancelled=True) + asyncio_create_task(send_chunks()) # Await the output queue of the MiniaudioWorker and yield the wav chunks in another loop while True: diff --git a/vocode/streaming/utils/create_task.py b/vocode/streaming/utils/create_task.py index 38778d0bf6..0680709c5e 100644 --- a/vocode/streaming/utils/create_task.py +++ b/vocode/streaming/utils/create_task.py @@ -8,7 +8,6 @@ def asyncio_create_task( *args, - reraise_cancelled: bool = False, **kwargs, ) -> asyncio.Task: task = asyncio.create_task(*args, **kwargs) diff --git a/vocode/streaming/utils/worker.py b/vocode/streaming/utils/worker.py index 16c52a6551..d2552fb0d5 100644 --- a/vocode/streaming/utils/worker.py +++ b/vocode/streaming/utils/worker.py @@ -226,7 +226,6 @@ async def _run_loop(self): self.interruptible_event = item self.current_task = asyncio_create_task( self.process(item), - reraise_cancelled=True, ) try: From 9904cd6828676714075194e88bc5d43e423e2487 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 5 Jul 2024 14:36:55 -0700 Subject: [PATCH 111/148] support files in make transcribe (#610) * support files in make transcribe * switch comment --- playground/streaming/transcriber/transcribe.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/playground/streaming/transcriber/transcribe.py b/playground/streaming/transcriber/transcribe.py index 111c272466..b9ff325b1b 100644 --- a/playground/streaming/transcriber/transcribe.py +++ b/playground/streaming/transcriber/transcribe.py @@ -1,3 +1,4 @@ +from vocode.streaming.input_device.file_input_device import FileInputDevice from vocode.streaming.input_device.microphone_input import MicrophoneInput from vocode.streaming.models.transcriber import DeepgramTranscriberConfig, Transcription from vocode.streaming.transcriber.base_transcriber import BaseTranscriber @@ -20,18 +21,19 @@ async def print_output(transcriber: BaseTranscriber): async def listen(): microphone_input = MicrophoneInput.from_default_device() + # input_device = FileInputDevice(file_path="spacewalk.wav") # replace with the transcriber you want to test transcriber = DeepgramTranscriber( DeepgramTranscriberConfig.from_input_device( - microphone_input, endpointing_config=DeepgramEndpointingConfig() + input_device, endpointing_config=DeepgramEndpointingConfig() ) ) transcriber.start() asyncio.create_task(print_output(transcriber)) print("Start speaking...press Ctrl+C to end. ") while True: - chunk = await microphone_input.get_audio() + chunk = await input_device.get_audio() transcriber.send_audio(chunk) asyncio.run(listen()) From f84cd0392c01346002fda4ed750ef876c43ff491 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 5 Jul 2024 15:26:50 -0700 Subject: [PATCH 112/148] uses .value instead of passing enum for sampling rate (#613) --- vocode/streaming/models/synthesizer.py | 2 +- vocode/streaming/telephony/constants.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index cc7969eaeb..ce8af4babb 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -220,7 +220,7 @@ class BarkSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.BARK.value): DEFAULT_POLLY_LANGUAGE_CODE = "en-US" DEFAULT_POLLY_VOICE_ID = "Matthew" -DEFAULT_POLLY_SAMPLING_RATE = SamplingRate.RATE_16000 +DEFAULT_POLLY_SAMPLING_RATE = SamplingRate.RATE_16000.value class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value): # type: ignore diff --git a/vocode/streaming/telephony/constants.py b/vocode/streaming/telephony/constants.py index 889971bbf0..34c1766fc6 100644 --- a/vocode/streaming/telephony/constants.py +++ b/vocode/streaming/telephony/constants.py @@ -1,12 +1,12 @@ from vocode.streaming.models.audio import AudioEncoding, SamplingRate # TODO(EPD-186): namespace as Twilio -DEFAULT_SAMPLING_RATE = SamplingRate.RATE_8000 +DEFAULT_SAMPLING_RATE: int = SamplingRate.RATE_8000.value DEFAULT_AUDIO_ENCODING = AudioEncoding.MULAW DEFAULT_CHUNK_SIZE = 20 * 160 MULAW_SILENCE_BYTE = b"\xff" -VONAGE_SAMPLING_RATE = SamplingRate.RATE_16000 +VONAGE_SAMPLING_RATE: int = SamplingRate.RATE_16000.value VONAGE_AUDIO_ENCODING = AudioEncoding.LINEAR16 VONAGE_CHUNK_SIZE = 640 # 20ms at 16kHz with 16bit samples VONAGE_CONTENT_TYPE = "audio/l16;rate=16000" From 7f4899e54666458e7999d00c31f887c05b3189ae Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 5 Jul 2024 15:28:55 -0700 Subject: [PATCH 113/148] [hotfix] fix ref in make transcribe (#614) --- playground/streaming/transcriber/transcribe.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/playground/streaming/transcriber/transcribe.py b/playground/streaming/transcriber/transcribe.py index b9ff325b1b..a9b6b82097 100644 --- a/playground/streaming/transcriber/transcribe.py +++ b/playground/streaming/transcriber/transcribe.py @@ -20,7 +20,7 @@ async def print_output(transcriber: BaseTranscriber): print(transcription) async def listen(): - microphone_input = MicrophoneInput.from_default_device() + input_device = MicrophoneInput.from_default_device() # input_device = FileInputDevice(file_path="spacewalk.wav") # replace with the transcriber you want to test From d4b139eac73a28b6fcb624a3dbde14a088768f83 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 5 Jul 2024 15:41:18 -0700 Subject: [PATCH 114/148] [DOW-113] deprecate output queue and manually attach workers to each other (#593) * deprecate output queues * fix quickstarts * fix mypy * fix tests * fix mypy * adds comment * adds back streamingconversation test * make input queue private on AsyncWorker * update tests * resolve PR comments --- .vscode/settings.json | 3 +- playground/streaming/agent/chat.py | 28 ++-- .../streaming/transcriber/transcribe.py | 18 ++- tests/fakedata/conversation.py | 7 +- tests/fixtures/synthesizer.py | 50 ++++++++ tests/fixtures/transcriber.py | 24 ++++ tests/streaming/agent/test_base_agent.py | 48 +++---- .../streaming/test_streaming_conversation.py | 100 ++++++++++----- vocode/streaming/action/worker.py | 43 ++++--- vocode/streaming/agent/base_agent.py | 121 ++++++++++-------- .../agent/websocket_user_implemented_agent.py | 14 +- .../output_device/abstract_output_device.py | 2 +- .../output_device/blocking_speaker_output.py | 5 +- .../output_device/livekit_output_device.py | 2 +- .../rate_limit_interruptions_output_device.py | 2 +- vocode/streaming/streaming_conversation.py | 116 ++++++++--------- .../streaming/synthesizer/base_synthesizer.py | 9 +- .../streaming/synthesizer/miniaudio_worker.py | 26 +++- .../abstract_phone_conversation.py | 6 - .../transcriber/assembly_ai_transcriber.py | 6 +- .../transcriber/azure_transcriber.py | 4 +- .../streaming/transcriber/base_transcriber.py | 38 +++++- .../transcriber/deepgram_transcriber.py | 8 +- .../transcriber/gladia_transcriber.py | 6 +- .../transcriber/google_transcriber.py | 2 +- .../transcriber/rev_ai_transcriber.py | 8 +- .../transcriber/whisper_cpp_transcriber.py | 2 +- vocode/streaming/utils/worker.py | 96 +++++++------- 28 files changed, 473 insertions(+), 321 deletions(-) create mode 100644 tests/fixtures/synthesizer.py create mode 100644 tests/fixtures/transcriber.py diff --git a/.vscode/settings.json b/.vscode/settings.json index 5353050c8e..03e207285d 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -12,5 +12,6 @@ "rewrap.wrappingColumn": 100, "python.testing.unittestEnabled": false, "python.testing.pytestEnabled": true, - "isort.check": true + "isort.check": true, + "python.testing.pytestArgs": ["tests"] } diff --git a/playground/streaming/agent/chat.py b/playground/streaming/agent/chat.py index 659443c9a4..e93b9eeda8 100644 --- a/playground/streaming/agent/chat.py +++ b/playground/streaming/agent/chat.py @@ -21,12 +21,13 @@ from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.transcript import Transcript from vocode.streaming.utils.state_manager import AbstractConversationStateManager -from vocode.streaming.utils.worker import InterruptibleAgentResponseEvent +from vocode.streaming.utils.worker import InterruptibleAgentResponseEvent, QueueConsumer load_dotenv() from vocode.streaming.agent import ChatGPTAgent from vocode.streaming.agent.base_agent import ( + AgentResponse, AgentResponseMessage, AgentResponseType, BaseAgent, @@ -96,6 +97,11 @@ async def run_agent( ): ended = False conversation_id = create_conversation_id() + agent_response_queue: asyncio.Queue[InterruptibleAgentResponseEvent[AgentResponse]] = ( + asyncio.Queue() + ) + agent_consumer = QueueConsumer(input_queue=agent_response_queue) + agent.agent_responses_consumer = agent_consumer async def receiver(): nonlocal ended @@ -106,7 +112,7 @@ async def receiver(): while not ended: try: - event = await agent.get_output_queue().get() + event = await agent_response_queue.get() response = event.payload if response.type == AgentResponseType.FILLER_AUDIO: print("Would have sent filler audio") @@ -152,6 +158,13 @@ async def receiver(): break async def sender(): + if agent.agent_config.initial_message is not None: + agent.agent_responses_consumer.consume_nonblocking( + InterruptibleAgentResponseEvent( + payload=AgentResponseMessage(message=agent.agent_config.initial_message), + agent_response_tracker=asyncio.Event(), + ) + ) while not ended: try: message = await asyncio.get_event_loop().run_in_executor( @@ -175,10 +188,10 @@ async def sender(): actions_worker = None if isinstance(agent, ChatGPTAgent): actions_worker = ActionsWorker( - input_queue=agent.actions_queue, - output_queue=agent.get_input_queue(), action_factory=agent.action_factory, ) + actions_worker.consumer = agent + agent.actions_consumer = actions_worker actions_worker.attach_conversation_state_manager(agent.conversation_state_manager) actions_worker.start() @@ -215,13 +228,6 @@ async def agent_main(): ) agent.attach_conversation_state_manager(DummyConversationManager()) agent.attach_transcript(transcript) - if agent.agent_config.initial_message is not None: - agent.output_queue.put_nowait( - InterruptibleAgentResponseEvent( - payload=AgentResponseMessage(message=agent.agent_config.initial_message), - agent_response_tracker=asyncio.Event(), - ) - ) agent.start() try: diff --git a/playground/streaming/transcriber/transcribe.py b/playground/streaming/transcriber/transcribe.py index a9b6b82097..d7a097df32 100644 --- a/playground/streaming/transcriber/transcribe.py +++ b/playground/streaming/transcriber/transcribe.py @@ -6,6 +6,15 @@ DeepgramEndpointingConfig, DeepgramTranscriber, ) +from vocode.streaming.utils.worker import AsyncWorker + + +class TranscriptionPrinter(AsyncWorker[Transcription]): + async def _run_loop(self): + while True: + transcription: Transcription = await self._input_queue.get() + print(transcription) + if __name__ == "__main__": import asyncio @@ -14,11 +23,6 @@ load_dotenv() - async def print_output(transcriber: BaseTranscriber): - while True: - transcription: Transcription = await transcriber.output_queue.get() - print(transcription) - async def listen(): input_device = MicrophoneInput.from_default_device() # input_device = FileInputDevice(file_path="spacewalk.wav") @@ -30,7 +34,9 @@ async def listen(): ) ) transcriber.start() - asyncio.create_task(print_output(transcriber)) + transcription_printer = TranscriptionPrinter() + transcriber.consumer = transcription_printer + transcription_printer.start() print("Start speaking...press Ctrl+C to end. ") while True: chunk = await input_device.get_audio() diff --git a/tests/fakedata/conversation.py b/tests/fakedata/conversation.py index 69e407d33a..890dcb44ec 100644 --- a/tests/fakedata/conversation.py +++ b/tests/fakedata/conversation.py @@ -1,5 +1,4 @@ import asyncio -import time from typing import Optional from pytest_mock import MockerFixture @@ -52,6 +51,7 @@ def __init__( self.wait_for_interrupt = wait_for_interrupt self.chunks_before_interrupt = chunks_before_interrupt self.interrupt_event = asyncio.Event() + self.dummy_playback_queue = asyncio.Queue() async def process(self, item): self.interruptible_event = item @@ -61,6 +61,7 @@ async def process(self, item): audio_chunk.on_interrupt() audio_chunk.state = ChunkState.INTERRUPTED else: + self.dummy_playback_queue.put_nowait(audio_chunk) audio_chunk.on_play() audio_chunk.state = ChunkState.PLAYED self.interruptible_event.is_interruptible = False @@ -69,7 +70,7 @@ async def _run_loop(self): chunk_counter = 0 while True: try: - item = await self.input_queue.get() + item = await self._input_queue.get() except asyncio.CancelledError: return if self.wait_for_interrupt and chunk_counter == self.chunks_before_interrupt: @@ -80,7 +81,7 @@ async def _run_loop(self): def flush(self): while True: try: - item = self.input_queue.get_nowait() + item = self._input_queue.get_nowait() except asyncio.QueueEmpty: break self.process(item) diff --git a/tests/fixtures/synthesizer.py b/tests/fixtures/synthesizer.py new file mode 100644 index 0000000000..6181db2a20 --- /dev/null +++ b/tests/fixtures/synthesizer.py @@ -0,0 +1,50 @@ +import wave +from io import BytesIO + +from vocode.streaming.models.message import BaseMessage +from vocode.streaming.models.synthesizer import SynthesizerConfig +from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult + + +def create_fake_audio(message: str, synthesizer_config: SynthesizerConfig): + file = BytesIO() + with wave.open(file, "wb") as wave_file: + wave_file.setnchannels(1) + wave_file.setsampwidth(2) + wave_file.setframerate(synthesizer_config.sampling_rate) + wave_file.writeframes(message.encode()) + file.seek(0) + return file + + +class TestSynthesizerConfig(SynthesizerConfig, type="synthesizer_test"): + __test__ = False + + +class TestSynthesizer(BaseSynthesizer[TestSynthesizerConfig]): + """Accepts text and creates a SynthesisResult containing audio data which is the same as the text as bytes.""" + + __test__ = False + + def __init__(self, synthesizer_config: SynthesizerConfig): + super().__init__(synthesizer_config) + + async def create_speech_uncached( + self, + message: BaseMessage, + chunk_size: int, + is_first_text_chunk: bool = False, + is_sole_text_chunk: bool = False, + ) -> SynthesisResult: + return self.create_synthesis_result_from_wav( + synthesizer_config=self.synthesizer_config, + message=message, + chunk_size=chunk_size, + file=create_fake_audio( + message=message.text, synthesizer_config=self.synthesizer_config + ), + ) + + @classmethod + def get_voice_identifier(cls, synthesizer_config: TestSynthesizerConfig) -> str: + return "test_voice" diff --git a/tests/fixtures/transcriber.py b/tests/fixtures/transcriber.py new file mode 100644 index 0000000000..4c1b2e9f49 --- /dev/null +++ b/tests/fixtures/transcriber.py @@ -0,0 +1,24 @@ +import asyncio + +from vocode.streaming.models.transcriber import TranscriberConfig +from vocode.streaming.transcriber.base_transcriber import BaseAsyncTranscriber, Transcription + + +class TestTranscriberConfig(TranscriberConfig, type="transcriber_test"): + __test__ = False + + +class TestAsyncTranscriber(BaseAsyncTranscriber[TestTranscriberConfig]): + """Accepts fake audio chunks and sends out transcriptions which are the same as the audio chunks.""" + + __test__ = False + + async def _run_loop(self): + while True: + try: + audio_chunk = await self._input_queue.get() + self.produce_nonblocking( + Transcription(message=audio_chunk.decode("utf-8"), confidence=1, is_final=True) + ) + except asyncio.CancelledError: + return diff --git a/tests/streaming/agent/test_base_agent.py b/tests/streaming/agent/test_base_agent.py index 9720405793..26519ad141 100644 --- a/tests/streaming/agent/test_base_agent.py +++ b/tests/streaming/agent/test_base_agent.py @@ -19,7 +19,11 @@ from vocode.streaming.models.transcriber import Transcription from vocode.streaming.models.transcript import Transcript from vocode.streaming.utils.state_manager import ConversationStateManager -from vocode.streaming.utils.worker import InterruptibleEvent +from vocode.streaming.utils.worker import ( + InterruptibleAgentResponseEvent, + InterruptibleEvent, + QueueConsumer, +) @pytest.fixture(autouse=True) @@ -51,11 +55,16 @@ def _create_agent( return agent -async def _consume_until_end_of_turn(agent: BaseAgent, timeout: float = 0.1) -> List[AgentResponse]: +async def _consume_until_end_of_turn( + agent_consumer: QueueConsumer[InterruptibleAgentResponseEvent[AgentResponse]], + timeout: float = 0.1, +) -> List[AgentResponse]: agent_responses = [] try: while True: - agent_response = await asyncio.wait_for(agent.output_queue.get(), timeout=timeout) + agent_response = await asyncio.wait_for( + agent_consumer.input_queue.get(), timeout=timeout + ) agent_responses.append(agent_response.payload) if isinstance(agent_response.payload, AgentResponseMessage) and isinstance( agent_response.payload.message, EndOfTurn @@ -127,37 +136,10 @@ async def test_generate_responses(mocker: MockerFixture): agent, Transcription(message="Hello?", confidence=1.0, is_final=True), ) + agent_consumer = QueueConsumer() + agent.agent_responses_consumer = agent_consumer agent.start() - agent_responses = await _consume_until_end_of_turn(agent) - agent.terminate() - - messages = [response.message for response in agent_responses] - - assert messages == [BaseMessage(text="Hi, how are you doing today?"), EndOfTurn()] - - -@pytest.mark.asyncio -async def test_generate_response(mocker: MockerFixture): - agent_config = ChatGPTAgentConfig( - prompt_preamble="Have a pleasant conversation about life", - generate_responses=True, - ) - agent = _create_agent(mocker, agent_config) - _mock_generate_response( - mocker, - agent, - [ - GeneratedResponse( - message=BaseMessage(text="Hi, how are you doing today?"), is_interruptible=True - ) - ], - ) - _send_transcription( - agent, - Transcription(message="Hello?", confidence=1.0, is_final=True), - ) - agent.start() - agent_responses = await _consume_until_end_of_turn(agent) + agent_responses = await _consume_until_end_of_turn(agent_consumer) agent.terminate() messages = [response.message for response in agent_responses] diff --git a/tests/streaming/test_streaming_conversation.py b/tests/streaming/test_streaming_conversation.py index 1d4ef026d6..2266a7e47d 100644 --- a/tests/streaming/test_streaming_conversation.py +++ b/tests/streaming/test_streaming_conversation.py @@ -9,16 +9,23 @@ from tests.fakedata.conversation import ( DEFAULT_CHAT_GPT_AGENT_CONFIG, + DummyOutputDevice, create_fake_agent, create_fake_streaming_conversation, ) +from tests.fixtures.synthesizer import TestSynthesizer, TestSynthesizerConfig +from tests.fixtures.transcriber import TestAsyncTranscriber, TestTranscriberConfig +from vocode.streaming.agent.echo_agent import EchoAgent from vocode.streaming.models.actions import ActionInput -from vocode.streaming.models.agent import InterruptSensitivity +from vocode.streaming.models.agent import EchoAgentConfig, InterruptSensitivity +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.events import Sender +from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.transcriber import Transcription from vocode.streaming.models.transcript import ActionStart, Message, Transcript +from vocode.streaming.streaming_conversation import StreamingConversation from vocode.streaming.synthesizer.base_synthesizer import SynthesisResult -from vocode.streaming.utils.worker import AsyncWorker +from vocode.streaming.utils.worker import QueueConsumer class ShouldIgnoreUtteranceTestCase(BaseModel): @@ -27,9 +34,9 @@ class ShouldIgnoreUtteranceTestCase(BaseModel): expected: bool -async def _consume_worker_output(worker: AsyncWorker, timeout: float = 0.1): +async def _get_from_consumer_queue_if_exists(queue_consumer: QueueConsumer, timeout: float = 0.1): try: - return await asyncio.wait_for(worker.output_queue.get(), timeout=timeout) + return await asyncio.wait_for(queue_consumer.input_queue.get(), timeout=timeout) except asyncio.TimeoutError: return None @@ -174,8 +181,6 @@ def test_should_ignore_utterance( conversation = mocker.MagicMock() transcriptions_worker = StreamingConversation.TranscriptionsWorker( - input_queue=mocker.MagicMock(), - output_queue=mocker.MagicMock(), conversation=conversation, interruptible_event_factory=mocker.MagicMock(), ) @@ -229,9 +234,8 @@ async def test_transcriptions_worker_ignores_utterances_before_initial_message( mocker, ) - streaming_conversation.transcriptions_worker.input_queue = asyncio.Queue() - streaming_conversation.transcriptions_worker.output_queue = asyncio.Queue() - streaming_conversation.transcriptions_worker.start() + transcriptions_worker_consumer = QueueConsumer() + streaming_conversation.transcriptions_worker.consumer = transcriptions_worker_consumer streaming_conversation.transcriptions_worker.consume_nonblocking( Transcription( message="sup", @@ -253,7 +257,8 @@ async def test_transcriptions_worker_ignores_utterances_before_initial_message( is_final=True, ), ) - assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + streaming_conversation.transcriptions_worker.start() + assert await _get_from_consumer_queue_if_exists(transcriptions_worker_consumer) is None assert not streaming_conversation.broadcast_interrupt.called streaming_conversation.transcript.add_bot_message( @@ -269,8 +274,8 @@ async def test_transcriptions_worker_ignores_utterances_before_initial_message( ), ) - transcription_agent_input = await _consume_worker_output( - streaming_conversation.transcriptions_worker + transcription_agent_input = await _get_from_consumer_queue_if_exists( + transcriptions_worker_consumer ) assert transcription_agent_input.payload.transcription.message == "hi, who is this?" assert streaming_conversation.broadcast_interrupt.called @@ -293,9 +298,6 @@ async def test_transcriptions_worker_ignores_associated_ignored_utterance( mocker, ) - streaming_conversation.transcriptions_worker.input_queue = asyncio.Queue() - streaming_conversation.transcriptions_worker.output_queue = asyncio.Queue() - streaming_conversation.transcriptions_worker.start() streaming_conversation.initial_message_tracker.set() streaming_conversation.transcript.add_bot_message( text="Hi, I was wondering", @@ -303,6 +305,10 @@ async def test_transcriptions_worker_ignores_associated_ignored_utterance( conversation_id="test", ) + transcriptions_worker_consumer = QueueConsumer() + streaming_conversation.transcriptions_worker.consumer = transcriptions_worker_consumer + streaming_conversation.transcriptions_worker.start() + streaming_conversation.transcriptions_worker.consume_nonblocking( Transcription( message="i'm listening", @@ -310,7 +316,8 @@ async def test_transcriptions_worker_ignores_associated_ignored_utterance( is_final=False, ), ) - assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + + assert await _get_from_consumer_queue_if_exists(transcriptions_worker_consumer) is None assert not streaming_conversation.broadcast_interrupt.called # ignored for length of response streaming_conversation.transcript.event_logs[-1].text = ( @@ -325,7 +332,7 @@ async def test_transcriptions_worker_ignores_associated_ignored_utterance( ), ) - assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert await _get_from_consumer_queue_if_exists(transcriptions_worker_consumer) is None assert not streaming_conversation.broadcast_interrupt.called # ignored for length of response streaming_conversation.transcriptions_worker.consume_nonblocking( @@ -336,8 +343,8 @@ async def test_transcriptions_worker_ignores_associated_ignored_utterance( ), ) - transcription_agent_input = await _consume_worker_output( - streaming_conversation.transcriptions_worker + transcription_agent_input = await _get_from_consumer_queue_if_exists( + transcriptions_worker_consumer ) assert ( transcription_agent_input.payload.transcription.message == "I have not yet gotten a chance." @@ -359,9 +366,6 @@ async def test_transcriptions_worker_interrupts_on_interim_transcripts( mocker, ) - streaming_conversation.transcriptions_worker.input_queue = asyncio.Queue() - streaming_conversation.transcriptions_worker.output_queue = asyncio.Queue() - streaming_conversation.transcriptions_worker.start() streaming_conversation.initial_message_tracker.set() streaming_conversation.transcript.add_bot_message( text="Hi, I was wondering", @@ -369,6 +373,9 @@ async def test_transcriptions_worker_interrupts_on_interim_transcripts( conversation_id="test", ) + transcriptions_worker_consumer = QueueConsumer() + streaming_conversation.transcriptions_worker.consumer = transcriptions_worker_consumer + streaming_conversation.transcriptions_worker.start() streaming_conversation.transcriptions_worker.consume_nonblocking( Transcription( message="Sorry, could you stop", @@ -377,7 +384,7 @@ async def test_transcriptions_worker_interrupts_on_interim_transcripts( ), ) - assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert await _get_from_consumer_queue_if_exists(transcriptions_worker_consumer) is None assert streaming_conversation.broadcast_interrupt.called streaming_conversation.transcriptions_worker.consume_nonblocking( @@ -388,8 +395,8 @@ async def test_transcriptions_worker_interrupts_on_interim_transcripts( ), ) - transcription_agent_input = await _consume_worker_output( - streaming_conversation.transcriptions_worker + transcription_agent_input = await _get_from_consumer_queue_if_exists( + transcriptions_worker_consumer ) assert ( transcription_agent_input.payload.transcription.message @@ -409,11 +416,11 @@ async def test_transcriptions_worker_interrupts_immediately_before_bot_has_begun mocker, ) - streaming_conversation.transcriptions_worker.input_queue = asyncio.Queue() - streaming_conversation.transcriptions_worker.output_queue = asyncio.Queue() - streaming_conversation.transcriptions_worker.start() streaming_conversation.initial_message_tracker.set() + transcriptions_worker_consumer = QueueConsumer() + streaming_conversation.transcriptions_worker.consumer = transcriptions_worker_consumer + streaming_conversation.transcriptions_worker.start() streaming_conversation.transcriptions_worker.consume_nonblocking( Transcription( message="Sorry,", @@ -421,7 +428,8 @@ async def test_transcriptions_worker_interrupts_immediately_before_bot_has_begun is_final=False, ), ) - assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + + assert await _get_from_consumer_queue_if_exists(transcriptions_worker_consumer) is None assert streaming_conversation.broadcast_interrupt.called streaming_conversation.transcriptions_worker.consume_nonblocking( @@ -431,8 +439,8 @@ async def test_transcriptions_worker_interrupts_immediately_before_bot_has_begun is_final=True, ), ) - transcription_agent_input = await _consume_worker_output( - streaming_conversation.transcriptions_worker + transcription_agent_input = await _get_from_consumer_queue_if_exists( + transcriptions_worker_consumer ) assert transcription_agent_input.payload.transcription.message == "Sorry, what?" assert streaming_conversation.broadcast_interrupt.called @@ -449,7 +457,7 @@ async def test_transcriptions_worker_interrupts_immediately_before_bot_has_begun ), ) - assert await _consume_worker_output(streaming_conversation.transcriptions_worker) is None + assert await _get_from_consumer_queue_if_exists(transcriptions_worker_consumer) is None assert streaming_conversation.broadcast_interrupt.called streaming_conversation.transcriptions_worker.terminate() @@ -574,3 +582,31 @@ async def chunk_generator(): assert cut_off assert transcript_message.text != "Hi there" assert not transcript_message.is_final + + +@pytest.mark.asyncio +async def test_streaming_conversation_pipeline( + mocker: MockerFixture, +): + output_device = DummyOutputDevice(sampling_rate=48000, audio_encoding=AudioEncoding.LINEAR16) + streaming_conversation = StreamingConversation( + output_device=output_device, + transcriber=TestAsyncTranscriber( + TestTranscriberConfig( + sampling_rate=48000, + audio_encoding=AudioEncoding.LINEAR16, + chunk_size=480, + ) + ), + agent=EchoAgent( + EchoAgentConfig(initial_message=BaseMessage(text="Hi there")), + ), + synthesizer=TestSynthesizer(TestSynthesizerConfig.from_output_device(output_device)), + ) + await streaming_conversation.start() + await streaming_conversation.initial_message_tracker.wait() + streaming_conversation.receive_audio(b"test") + initial_message_audio_chunk = await output_device.dummy_playback_queue.get() + assert initial_message_audio_chunk.data == b"Hi there" + first_response_audio_chunk = await output_device.dummy_playback_queue.get() + assert first_response_audio_chunk.data == b"test" diff --git a/vocode/streaming/action/worker.py b/vocode/streaming/action/worker.py index 26c51b2406..b256489cba 100644 --- a/vocode/streaming/action/worker.py +++ b/vocode/streaming/action/worker.py @@ -12,6 +12,7 @@ ) from vocode.streaming.utils.state_manager import AbstractConversationStateManager from vocode.streaming.utils.worker import ( + AbstractWorker, InterruptibleEvent, InterruptibleEventFactory, InterruptibleWorker, @@ -19,16 +20,14 @@ class ActionsWorker(InterruptibleWorker): + consumer: AbstractWorker[InterruptibleEvent[ActionResultAgentInput]] + def __init__( self, action_factory: AbstractActionFactory, - input_queue: asyncio.Queue[InterruptibleEvent[ActionInput]], - output_queue: asyncio.Queue[InterruptibleEvent[AgentInput]], interruptible_event_factory: InterruptibleEventFactory = InterruptibleEventFactory(), ): super().__init__( - input_queue=input_queue, - output_queue=output_queue, interruptible_event_factory=interruptible_event_factory, ) self.action_factory = action_factory @@ -43,22 +42,24 @@ async def process(self, item: InterruptibleEvent[ActionInput]): action = self.action_factory.create_action(action_input.action_config) action.attach_conversation_state_manager(self.conversation_state_manager) action_output = await action.run(action_input) - self.produce_interruptible_event_nonblocking( - ActionResultAgentInput( - conversation_id=action_input.conversation_id, - action_input=action_input, - action_output=action_output, - vonage_uuid=( - action_input.vonage_uuid - if isinstance(action_input, VonagePhoneConversationActionInput) - else None - ), - twilio_sid=( - action_input.twilio_sid - if isinstance(action_input, TwilioPhoneConversationActionInput) - else None + self.consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_event( + ActionResultAgentInput( + conversation_id=action_input.conversation_id, + action_input=action_input, + action_output=action_output, + vonage_uuid=( + action_input.vonage_uuid + if isinstance(action_input, VonagePhoneConversationActionInput) + else None + ), + twilio_sid=( + action_input.twilio_sid + if isinstance(action_input, TwilioPhoneConversationActionInput) + else None + ), + is_quiet=action.quiet, ), - is_quiet=action.quiet, - ), - is_interruptible=False, + is_interruptible=False, + ) ) diff --git a/vocode/streaming/agent/base_agent.py b/vocode/streaming/agent/base_agent.py index f6a56a7e77..7dd5a3fe7e 100644 --- a/vocode/streaming/agent/base_agent.py +++ b/vocode/streaming/agent/base_agent.py @@ -38,6 +38,7 @@ from vocode.streaming.utils import unrepeating_randomizer from vocode.streaming.utils.speed_manager import SpeedManager from vocode.streaming.utils.worker import ( + AbstractWorker, InterruptibleAgentResponseEvent, InterruptibleEvent, InterruptibleEventFactory, @@ -154,6 +155,9 @@ def get_cut_off_response(self) -> str: class BaseAgent(AbstractAgent[AgentConfigType], InterruptibleWorker): + agent_responses_consumer: AbstractWorker[InterruptibleAgentResponseEvent[AgentResponse]] + actions_consumer: Optional[AbstractWorker[InterruptibleEvent[ActionInput]]] + def __init__( self, agent_config: AgentConfigType, @@ -161,18 +165,12 @@ def __init__( interruptible_event_factory: InterruptibleEventFactory = InterruptibleEventFactory(), ): self.input_queue: asyncio.Queue[InterruptibleEvent[AgentInput]] = asyncio.Queue() - self.output_queue: asyncio.Queue[InterruptibleAgentResponseEvent[AgentResponse]] = ( - asyncio.Queue() - ) AbstractAgent.__init__(self, agent_config=agent_config) InterruptibleWorker.__init__( self, - input_queue=self.input_queue, - output_queue=self.output_queue, interruptible_event_factory=interruptible_event_factory, ) self.action_factory = action_factory - self.actions_queue: asyncio.Queue[InterruptibleEvent[ActionInput]] = asyncio.Queue() self.transcript: Optional[Transcript] = None self.functions = self.get_functions() if self.agent_config.actions else None @@ -211,11 +209,6 @@ def get_input_queue( ) -> asyncio.Queue[InterruptibleEvent[AgentInput]]: return self.input_queue - def get_output_queue( - self, - ) -> asyncio.Queue[InterruptibleAgentResponseEvent[AgentResponse]]: - return self.output_queue - def is_first_response(self): assert self.transcript is not None @@ -299,14 +292,16 @@ async def handle_generate_response( continue agent_response_tracker = agent_input.agent_response_tracker or asyncio.Event() - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage( - message=generated_response.message, - is_first=is_first_response_of_turn, + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage( + message=generated_response.message, + is_first=is_first_response_of_turn, + ), + is_interruptible=self.agent_config.allow_agent_to_be_cut_off + and generated_response.is_interruptible, + agent_response_tracker=agent_response_tracker, ), - is_interruptible=self.agent_config.allow_agent_to_be_cut_off - and generated_response.is_interruptible, - agent_response_tracker=agent_response_tracker, ) if isinstance(generated_response.message, BaseMessage): responses_buffer = f"{responses_buffer} {generated_response.message.text}" @@ -330,14 +325,15 @@ async def handle_generate_response( end_of_turn_agent_response_tracker = ( agent_input.agent_response_tracker or asyncio.Event() ) - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage( - message=EndOfTurn(), - is_first=is_first_response_of_turn, + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage( + message=EndOfTurn(), + is_first=is_first_response_of_turn, + ), + is_interruptible=self.agent_config.allow_agent_to_be_cut_off, + agent_response_tracker=end_of_turn_agent_response_tracker, ), - is_interruptible=self.agent_config.allow_agent_to_be_cut_off - and generated_response.is_interruptible, - agent_response_tracker=end_of_turn_agent_response_tracker, ) phrase_trigger_match = ( @@ -374,13 +370,17 @@ async def handle_respond(self, transcription: Transcription, conversation_id: st response = None return True if response: - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage(message=BaseMessage(text=response)), - is_interruptible=self.agent_config.allow_agent_to_be_cut_off, + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage(message=BaseMessage(text=response)), + is_interruptible=self.agent_config.allow_agent_to_be_cut_off, + ) ) - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage(message=EndOfTurn()), - is_interruptible=self.agent_config.allow_agent_to_be_cut_off, + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage(message=EndOfTurn()), + is_interruptible=self.agent_config.allow_agent_to_be_cut_off, + ) ) return should_stop else: @@ -408,15 +408,19 @@ async def process(self, item: InterruptibleEvent[AgentInput]): logger.debug("Action is quiet, skipping response generation") return if agent_input.action_output.canned_response is not None: - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage( - message=agent_input.action_output.canned_response, - is_sole_text_chunk=True, - ), - is_interruptible=True, + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage( + message=agent_input.action_output.canned_response, + is_sole_text_chunk=True, + ), + is_interruptible=True, + ) ) - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage(message=EndOfTurn()), + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage(message=EndOfTurn()), + ) ) return transcription = Transcription( @@ -432,8 +436,10 @@ async def process(self, item: InterruptibleEvent[AgentInput]): return if self.agent_config.send_filler_audio: - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseFillerAudio(), + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseFillerAudio(), + ) ) logger.debug("Responding to transcription") @@ -451,7 +457,11 @@ async def process(self, item: InterruptibleEvent[AgentInput]): if should_stop: logger.debug("Agent requested to stop") - self.produce_interruptible_agent_response_event_nonblocking(AgentResponseStop()) + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseStop(), + ) + ) return except asyncio.CancelledError: pass @@ -478,16 +488,20 @@ async def call_function(self, function_call: FunctionCall, agent_input: AgentInp if "user_message" in params: user_message = params["user_message"] user_message_tracker = asyncio.Event() - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage( - message=BaseMessage(text=user_message), - is_sole_text_chunk=True, - ), - is_interruptible=action.is_interruptible, + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage( + message=BaseMessage(text=user_message), + is_sole_text_chunk=True, + ), + is_interruptible=action.is_interruptible, + ) ) - self.produce_interruptible_agent_response_event_nonblocking( - AgentResponseMessage(message=EndOfTurn()), - agent_response_tracker=user_message_tracker, + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseMessage(message=EndOfTurn()), + agent_response_tracker=user_message_tracker, + ) ) action_input = self.create_action_input(action, agent_input, params, user_message_tracker) self.enqueue_action_input(action, action_input, agent_input.conversation_id) @@ -534,6 +548,9 @@ def enqueue_action_input( action_input: ActionInput, conversation_id: str, ): + if self.actions_consumer is None: + logger.warning("No actions consumer attached, skipping action") + return event = self.interruptible_event_factory.create_interruptible_event( action_input, is_interruptible=action.is_interruptible, @@ -543,7 +560,7 @@ def enqueue_action_input( action_input=action_input, conversation_id=conversation_id, ) - self.actions_queue.put_nowait(event) + self.actions_consumer.consume_nonblocking(event) async def respond( self, diff --git a/vocode/streaming/agent/websocket_user_implemented_agent.py b/vocode/streaming/agent/websocket_user_implemented_agent.py index 1a09e199d0..f8233588fb 100644 --- a/vocode/streaming/agent/websocket_user_implemented_agent.py +++ b/vocode/streaming/agent/websocket_user_implemented_agent.py @@ -27,7 +27,6 @@ class WebSocketUserImplementedAgent(BaseAgent[WebSocketUserImplementedAgentConfig]): input_queue: asyncio.Queue[InterruptibleEvent[AgentInput]] - output_queue: asyncio.Queue[InterruptibleAgentResponseEvent[AgentResponse]] def __init__( self, @@ -63,8 +62,11 @@ def _handle_incoming_socket_message(self, message: WebSocketAgentMessage) -> Non raise Exception("Unknown Socket message type") logger.info("Putting interruptible agent response event in output queue") - self.produce_interruptible_agent_response_event_nonblocking( - agent_response, self.get_agent_config().allow_agent_to_be_cut_off + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + agent_response, + is_interruptible=self.get_agent_config().allow_agent_to_be_cut_off, + ) ) async def _process(self) -> None: @@ -137,5 +139,9 @@ async def receiver(ws: WebSocketClientProtocol) -> None: await asyncio.gather(sender(ws), receiver(ws)) def terminate(self): - self.produce_interruptible_agent_response_event_nonblocking(AgentResponseStop()) + self.agent_responses_consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + AgentResponseStop() + ) + ) super().terminate() diff --git a/vocode/streaming/output_device/abstract_output_device.py b/vocode/streaming/output_device/abstract_output_device.py index 985077f638..2137d13216 100644 --- a/vocode/streaming/output_device/abstract_output_device.py +++ b/vocode/streaming/output_device/abstract_output_device.py @@ -16,7 +16,7 @@ class AbstractOutputDevice(AsyncWorker[InterruptibleEvent[AudioChunk]]): """ def __init__(self, sampling_rate: int, audio_encoding: AudioEncoding): - super().__init__(input_queue=asyncio.Queue()) + super().__init__() self.sampling_rate = sampling_rate self.audio_encoding = audio_encoding diff --git a/vocode/streaming/output_device/blocking_speaker_output.py b/vocode/streaming/output_device/blocking_speaker_output.py index d273cb9e0b..4679fb0a72 100644 --- a/vocode/streaming/output_device/blocking_speaker_output.py +++ b/vocode/streaming/output_device/blocking_speaker_output.py @@ -19,8 +19,7 @@ class _PlaybackWorker(ThreadAsyncWorker[bytes]): def __init__(self, *, device_info: dict, sampling_rate: int): self.sampling_rate = sampling_rate self.device_info = device_info - self.input_queue: asyncio.Queue[bytes] = asyncio.Queue() - super().__init__(self.input_queue) + super().__init__() self.stream = sd.OutputStream( channels=1, samplerate=self.sampling_rate, @@ -28,7 +27,7 @@ def __init__(self, *, device_info: dict, sampling_rate: int): device=int(self.device_info["index"]), ) self._ended = False - self.input_queue.put_nowait(self.sampling_rate * b"\x00") + self.consume_nonblocking(self.sampling_rate * b"\x00") self.stream.start() def _run_loop(self): diff --git a/vocode/streaming/output_device/livekit_output_device.py b/vocode/streaming/output_device/livekit_output_device.py index 5a2e1a040f..bfb5dd5d5f 100644 --- a/vocode/streaming/output_device/livekit_output_device.py +++ b/vocode/streaming/output_device/livekit_output_device.py @@ -25,7 +25,7 @@ def __init__( async def _run_loop(self): while True: try: - item = await self.input_queue.get() + item = await self._input_queue.get() except asyncio.CancelledError: return diff --git a/vocode/streaming/output_device/rate_limit_interruptions_output_device.py b/vocode/streaming/output_device/rate_limit_interruptions_output_device.py index 98493b9d8c..b621b213f7 100644 --- a/vocode/streaming/output_device/rate_limit_interruptions_output_device.py +++ b/vocode/streaming/output_device/rate_limit_interruptions_output_device.py @@ -27,7 +27,7 @@ async def _run_loop(self): while True: start_time = time.time() try: - item = await self.input_queue.get() + item = await self._input_queue.get() except asyncio.CancelledError: return diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index 52e862ca6b..f6fc02500c 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -66,11 +66,13 @@ from vocode.streaming.utils.speed_manager import SpeedManager from vocode.streaming.utils.state_manager import ConversationStateManager from vocode.streaming.utils.worker import ( + AbstractWorker, AsyncQueueWorker, InterruptibleAgentResponseEvent, InterruptibleAgentResponseWorker, InterruptibleEvent, InterruptibleEventFactory, + InterruptibleWorker, ) from vocode.utils.sentry_utils import ( CustomSentrySpans, @@ -143,16 +145,14 @@ class TranscriptionsWorker(AsyncQueueWorker[Transcription]): """Processes all transcriptions: sends an interrupt if needed and sends final transcriptions to the output queue""" + consumer: AbstractWorker[InterruptibleEvent[Transcription]] + def __init__( self, - input_queue: asyncio.Queue[Transcription], - output_queue: asyncio.Queue[InterruptibleEvent[AgentInput]], conversation: "StreamingConversation", interruptible_event_factory: InterruptibleEventFactory, ): - super().__init__(input_queue, output_queue) - self.input_queue = input_queue - self.output_queue = output_queue + super().__init__() self.conversation = conversation self.interruptible_event_factory = interruptible_event_factory self.in_interrupt_endpointing_config = False @@ -313,9 +313,9 @@ async def process(self, transcription: Transcription): agent_response_tracker=agent_response_tracker, ), ) - self.output_queue.put_nowait(event) + self.consumer.consume_nonblocking(event) - class FillerAudioWorker(InterruptibleAgentResponseWorker): + class FillerAudioWorker(InterruptibleWorker[InterruptibleAgentResponseEvent[FillerAudio]]): """ - Waits for a configured number of seconds and then sends filler audio to the output - Exposes wait_for_filler_audio_to_finish() which the AgentResponsesWorker waits on before @@ -324,11 +324,9 @@ class FillerAudioWorker(InterruptibleAgentResponseWorker): def __init__( self, - input_queue: asyncio.Queue[InterruptibleAgentResponseEvent[FillerAudio]], conversation: "StreamingConversation", ): - super().__init__(input_queue=input_queue) - self.input_queue = input_queue + super().__init__() self.conversation = conversation self.current_filler_seconds_per_chunk: Optional[int] = None self.filler_audio_started_event: Optional[threading.Event] = None @@ -369,26 +367,21 @@ async def process(self, item: InterruptibleAgentResponseEvent[FillerAudio]): except asyncio.CancelledError: pass - class AgentResponsesWorker(InterruptibleAgentResponseWorker): + class AgentResponsesWorker(InterruptibleWorker[InterruptibleAgentResponseEvent[AgentResponse]]): """Runs Synthesizer.create_speech and sends the SynthesisResult to the output queue""" + consumer: AbstractWorker[ + InterruptibleAgentResponseEvent[ + Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] + ] + ] + def __init__( self, - input_queue: asyncio.Queue[InterruptibleAgentResponseEvent[AgentResponse]], - output_queue: asyncio.Queue[ - InterruptibleAgentResponseEvent[ - Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] - ] - ], conversation: "StreamingConversation", interruptible_event_factory: InterruptibleEventFactory, ): - super().__init__( - input_queue=input_queue, - output_queue=output_queue, - ) - self.input_queue = input_queue - self.output_queue = output_queue + super().__init__() self.conversation = conversation self.interruptible_event_factory = interruptible_event_factory self.chunk_size = self.conversation._get_synthesizer_chunk_size() @@ -437,10 +430,12 @@ async def process(self, item: InterruptibleAgentResponseEvent[AgentResponse]): logger.debug("Sending end of turn") if isinstance(self.conversation.synthesizer, InputStreamingSynthesizer): await self.conversation.synthesizer.handle_end_of_turn() - self.produce_interruptible_agent_response_event_nonblocking( - (agent_response_message.message, None), - is_interruptible=item.is_interruptible, - agent_response_tracker=item.agent_response_tracker, + self.consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + (agent_response_message.message, None), + is_interruptible=item.is_interruptible, + agent_response_tracker=item.agent_response_tracker, + ), ) self.is_first_text_chunk = True return @@ -507,10 +502,12 @@ async def process(self, item: InterruptibleAgentResponseEvent[AgentResponse]): if not synthesis_result.cached and synthesis_span: synthesis_result.synthesis_total_span = synthesis_span synthesis_result.ttft_span = ttft_span - self.produce_interruptible_agent_response_event_nonblocking( - (agent_response_message.message, synthesis_result), - is_interruptible=item.is_interruptible, - agent_response_tracker=item.agent_response_tracker, + self.consumer.consume_nonblocking( + self.interruptible_event_factory.create_interruptible_agent_response_event( + (agent_response_message.message, synthesis_result), + is_interruptible=item.is_interruptible, + agent_response_tracker=item.agent_response_tracker, + ), ) self.last_agent_response_tracker = item.agent_response_tracker if not isinstance(agent_response_message.message, SilenceMessage): @@ -518,20 +515,20 @@ async def process(self, item: InterruptibleAgentResponseEvent[AgentResponse]): except asyncio.CancelledError: pass - class SynthesisResultsWorker(InterruptibleAgentResponseWorker): + class SynthesisResultsWorker( + InterruptibleWorker[ + InterruptibleAgentResponseEvent[ + Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] + ] + ] + ): """Plays SynthesisResults from the output queue on the output device""" def __init__( self, - input_queue: asyncio.Queue[ - InterruptibleAgentResponseEvent[ - Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] - ] - ], conversation: "StreamingConversation", ): - super().__init__(input_queue=input_queue) - self.input_queue = input_queue + super().__init__() self.conversation = conversation self.last_transcript_message: Optional[Message] = None @@ -604,49 +601,52 @@ def __init__( self.interruptible_events: queue.Queue[InterruptibleEvent] = queue.Queue() self.interruptible_event_factory = self.QueueingInterruptibleEventFactory(conversation=self) - self.agent.set_interruptible_event_factory(self.interruptible_event_factory) self.synthesis_results_queue: asyncio.Queue[ InterruptibleAgentResponseEvent[ Tuple[Union[BaseMessage, EndOfTurn], Optional[SynthesisResult]] ] ] = asyncio.Queue() - self.filler_audio_queue: asyncio.Queue[InterruptibleAgentResponseEvent[FillerAudio]] = ( - asyncio.Queue() - ) self.state_manager = self.create_state_manager() + + # Transcriptions Worker self.transcriptions_worker = self.TranscriptionsWorker( - input_queue=self.transcriber.output_queue, - output_queue=self.agent.get_input_queue(), conversation=self, interruptible_event_factory=self.interruptible_event_factory, ) + self.transcriber.consumer = self.transcriptions_worker + + # Agent + self.transcriptions_worker.consumer = self.agent + self.agent.set_interruptible_event_factory(self.interruptible_event_factory) self.agent.attach_conversation_state_manager(self.state_manager) + + # Agent Responses Worker self.agent_responses_worker = self.AgentResponsesWorker( - input_queue=self.agent.get_output_queue(), - output_queue=self.synthesis_results_queue, conversation=self, interruptible_event_factory=self.interruptible_event_factory, ) + self.agent.agent_responses_consumer = self.agent_responses_worker + + # Actions Worker self.actions_worker = None if self.agent.get_agent_config().actions: self.actions_worker = ActionsWorker( - input_queue=self.agent.actions_queue, - output_queue=self.agent.get_input_queue(), - interruptible_event_factory=self.interruptible_event_factory, action_factory=self.agent.action_factory, + interruptible_event_factory=self.interruptible_event_factory, ) self.actions_worker.attach_conversation_state_manager(self.state_manager) - self.synthesis_results_worker = self.SynthesisResultsWorker( - input_queue=self.synthesis_results_queue, - conversation=self, - ) + self.actions_worker.consumer = self.agent + self.agent.actions_consumer = self.actions_worker + + # Synthesis Results Worker + self.synthesis_results_worker = self.SynthesisResultsWorker(conversation=self) + self.agent_responses_worker.consumer = self.synthesis_results_worker + + # Filler Audio Worker self.filler_audio_worker = None self.filler_audio_config: Optional[FillerAudioConfig] = None if self.agent.get_agent_config().send_filler_audio: - self.filler_audio_worker = self.FillerAudioWorker( - input_queue=self.filler_audio_queue, - conversation=self, - ) + self.filler_audio_worker = self.FillerAudioWorker(conversation=self) self.speed_coefficient = speed_coefficient self.speed_manager = SpeedManager( diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index 2263cc0e2e..8ccd6aad25 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -22,6 +22,7 @@ from vocode.streaming.utils import convert_wav, get_chunk_size_per_second from vocode.streaming.utils.async_requester import AsyncRequestor from vocode.streaming.utils.create_task import asyncio_create_task +from vocode.streaming.utils.worker import QueueConsumer FILLER_PHRASES = [ BaseMessage(text="Um..."), @@ -410,14 +411,12 @@ async def experimental_mp3_streaming_output_generator( response: aiohttp.ClientResponse, chunk_size: int, ) -> AsyncGenerator[SynthesisResult.ChunkResult, None]: - miniaudio_worker_input_queue: asyncio.Queue[Union[bytes, None]] = asyncio.Queue() - miniaudio_worker_output_queue: asyncio.Queue[Tuple[bytes, bool]] = asyncio.Queue() + miniaudio_worker_consumer: QueueConsumer = QueueConsumer() miniaudio_worker = MiniaudioWorker( self.synthesizer_config, chunk_size, - miniaudio_worker_input_queue, - miniaudio_worker_output_queue, ) + miniaudio_worker.consumer = miniaudio_worker_consumer miniaudio_worker.start() stream_reader = response.content @@ -433,7 +432,7 @@ async def send_chunks(): # Await the output queue of the MiniaudioWorker and yield the wav chunks in another loop while True: # Get the wav chunk and the flag from the output queue of the MiniaudioWorker - wav_chunk, is_last = await miniaudio_worker.output_queue.get() + wav_chunk, is_last = await miniaudio_worker_consumer.input_queue.get() if self.synthesizer_config.should_encode_as_wav: wav_chunk = encode_as_wav(wav_chunk, self.synthesizer_config) diff --git a/vocode/streaming/synthesizer/miniaudio_worker.py b/vocode/streaming/synthesizer/miniaudio_worker.py index 92d33adc33..fcba60460b 100644 --- a/vocode/streaming/synthesizer/miniaudio_worker.py +++ b/vocode/streaming/synthesizer/miniaudio_worker.py @@ -10,23 +10,39 @@ from vocode.streaming.models.synthesizer import SynthesizerConfig from vocode.streaming.utils import convert_wav from vocode.streaming.utils.mp3_helper import decode_mp3 -from vocode.streaming.utils.worker import ThreadAsyncWorker +from vocode.streaming.utils.worker import AbstractWorker, ThreadAsyncWorker class MiniaudioWorker(ThreadAsyncWorker[Union[bytes, None]]): + consumer: AbstractWorker[Tuple[bytes, bool]] + def __init__( self, synthesizer_config: SynthesizerConfig, chunk_size: int, - input_queue: asyncio.Queue[Union[bytes, None]], - output_queue: asyncio.Queue[Tuple[bytes, bool]], ) -> None: - super().__init__(input_queue, output_queue) - self.output_queue = output_queue # for typing + super().__init__() self.synthesizer_config = synthesizer_config self.chunk_size = chunk_size self._ended = False + async def run_thread_forwarding(self): + try: + await asyncio.gather( + self._forward_to_thread(), + self._forward_from_thread(), + ) + except asyncio.CancelledError: + return + + async def _forward_from_thread(self): + while True: + try: + chunk, done = await self.output_janus_queue.async_q.get() + self.consumer.consume_nonblocking((chunk, done)) + except asyncio.CancelledError: + break + def _run_loop(self): # tracks the mp3 so far current_mp3_buffer = bytearray() diff --git a/vocode/streaming/telephony/conversation/abstract_phone_conversation.py b/vocode/streaming/telephony/conversation/abstract_phone_conversation.py index 1e3cf4c0ff..cf876a1806 100644 --- a/vocode/streaming/telephony/conversation/abstract_phone_conversation.py +++ b/vocode/streaming/telephony/conversation/abstract_phone_conversation.py @@ -66,12 +66,6 @@ def __init__( events_manager=events_manager, speed_coefficient=speed_coefficient, ) - self.transcriptions_worker = self.TranscriptionsWorker( - input_queue=self.transcriber.output_queue, - output_queue=self.agent.get_input_queue(), - conversation=self, - interruptible_event_factory=self.interruptible_event_factory, - ) self.config_manager = config_manager def attach_ws(self, ws: WebSocket): diff --git a/vocode/streaming/transcriber/assembly_ai_transcriber.py b/vocode/streaming/transcriber/assembly_ai_transcriber.py index 47fa12c361..331810e735 100644 --- a/vocode/streaming/transcriber/assembly_ai_transcriber.py +++ b/vocode/streaming/transcriber/assembly_ai_transcriber.py @@ -75,7 +75,7 @@ def send_audio(self, chunk): if ( len(self.buffer) / (2 * self.transcriber_config.sampling_rate) ) >= self.transcriber_config.buffer_size_seconds: - self.input_queue.put_nowait(self.buffer) + self.consume_nonblocking(self.buffer) self.buffer = bytearray() def terminate(self): @@ -106,7 +106,7 @@ async def process(self): async def sender(ws): # sends audio to websocket while not self._ended: try: - data = await asyncio.wait_for(self.input_queue.get(), 5) + data = await asyncio.wait_for(self._input_queue.get(), 5) except asyncio.exceptions.TimeoutError: break num_channels = 1 @@ -133,7 +133,7 @@ async def receiver(ws): is_final = "message_type" in data and data["message_type"] == "FinalTranscript" if "text" in data and data["text"]: - self.output_queue.put_nowait( + self.produce_nonblocking( Transcription( message=data["text"], confidence=data["confidence"], diff --git a/vocode/streaming/transcriber/azure_transcriber.py b/vocode/streaming/transcriber/azure_transcriber.py index c272fdf890..2cc666340f 100644 --- a/vocode/streaming/transcriber/azure_transcriber.py +++ b/vocode/streaming/transcriber/azure_transcriber.py @@ -79,12 +79,12 @@ def recognized_sentence_final(self, evt): op=CustomSentrySpans.LATENCY_OF_CONVERSATION, start_timestamp=datetime.now(tz=timezone.utc), ) - self.output_janus_queue.sync_q.put_nowait( + self.produce_nonblocking( Transcription(message=evt.result.text, confidence=1.0, is_final=True) ) def recognized_sentence_stream(self, evt): - self.output_janus_queue.sync_q.put_nowait( + self.produce_nonblocking( Transcription(message=evt.result.text, confidence=1.0, is_final=False) ) diff --git a/vocode/streaming/transcriber/base_transcriber.py b/vocode/streaming/transcriber/base_transcriber.py index 3e89d23d12..beea852b15 100644 --- a/vocode/streaming/transcriber/base_transcriber.py +++ b/vocode/streaming/transcriber/base_transcriber.py @@ -8,18 +8,19 @@ from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.transcriber import TranscriberConfig, Transcription from vocode.streaming.utils.speed_manager import SpeedManager -from vocode.streaming.utils.worker import AsyncWorker, ThreadAsyncWorker +from vocode.streaming.utils.worker import AbstractWorker, AsyncWorker, ThreadAsyncWorker TranscriberConfigType = TypeVar("TranscriberConfigType", bound=TranscriberConfig) -class AbstractTranscriber(Generic[TranscriberConfigType], ABC): +class AbstractTranscriber(Generic[TranscriberConfigType], AbstractWorker[bytes]): + consumer: AbstractWorker[Transcription] + def __init__(self, transcriber_config: TranscriberConfigType): + AbstractWorker.__init__(self) self.transcriber_config = transcriber_config self.is_muted = False self.speed_manager: Optional[SpeedManager] = None - self.input_queue: asyncio.Queue[bytes] = asyncio.Queue() - self.output_queue: asyncio.Queue[Transcription] = asyncio.Queue() def attach_speed_manager(self, speed_manager: SpeedManager): self.speed_manager = speed_manager @@ -47,12 +48,15 @@ def create_silent_chunk(self, chunk_size, sample_width=2): async def _run_loop(self): pass - def send_audio(self, chunk): + def send_audio(self, chunk: bytes): if not self.is_muted: self.consume_nonblocking(chunk) else: self.consume_nonblocking(self.create_silent_chunk(len(chunk))) + def produce_nonblocking(self, item: Transcription): + self.consumer.consume_nonblocking(item) + @abstractmethod def terminate(self): pass @@ -61,7 +65,7 @@ def terminate(self): class BaseAsyncTranscriber(AbstractTranscriber[TranscriberConfigType], AsyncWorker[bytes]): # type: ignore def __init__(self, transcriber_config: TranscriberConfigType): AbstractTranscriber.__init__(self, transcriber_config) - AsyncWorker.__init__(self, self.input_queue, self.output_queue) + AsyncWorker.__init__(self) def terminate(self): AsyncWorker.terminate(self) @@ -72,11 +76,31 @@ class BaseThreadAsyncTranscriber( # type: ignore ): def __init__(self, transcriber_config: TranscriberConfigType): AbstractTranscriber.__init__(self, transcriber_config) - ThreadAsyncWorker.__init__(self, self.input_queue, self.output_queue) + ThreadAsyncWorker.__init__(self) def _run_loop(self): raise NotImplementedError + async def run_thread_forwarding(self): + try: + await asyncio.gather( + self._forward_to_thread(), + self._forward_from_thread(), + ) + except asyncio.CancelledError: + return + + async def _forward_from_thread(self): + while True: + try: + transcription = await self.output_janus_queue.async_q.get() + self.consumer.consume_nonblocking(transcription) + except asyncio.CancelledError: + break + + def produce_nonblocking(self, item: Transcription): + self.output_janus_queue.sync_q.put_nowait(item) + def terminate(self): ThreadAsyncWorker.terminate(self) diff --git a/vocode/streaming/transcriber/deepgram_transcriber.py b/vocode/streaming/transcriber/deepgram_transcriber.py index eef281d58c..4835d9646e 100644 --- a/vocode/streaming/transcriber/deepgram_transcriber.py +++ b/vocode/streaming/transcriber/deepgram_transcriber.py @@ -190,7 +190,7 @@ def terminate(self): }, ) terminate_msg = json.dumps({"type": "CloseStream"}).encode("utf-8") - self.input_queue.put_nowait(terminate_msg) + self.consume_nonblocking(terminate_msg) # todo (dow-107): typing self._ended = True super().terminate() @@ -404,7 +404,7 @@ async def sender( while not self._ended: try: - data = await asyncio.wait_for(self.input_queue.get(), 5) + data = await asyncio.wait_for(self._input_queue.get(), 5) except asyncio.exceptions.TimeoutError: break @@ -485,7 +485,7 @@ async def receiver(ws: WebSocketClientProtocol): is_final_ts=is_final_ts, output_ts=output_ts, ) - self.output_queue.put_nowait( + self.produce_nonblocking( Transcription( message=buffer, confidence=buffer_avg_confidence, @@ -513,7 +513,7 @@ async def receiver(ws: WebSocketClientProtocol): else: interim_message = buffer - self.output_queue.put_nowait( + self.produce_nonblocking( Transcription( message=interim_message, confidence=deepgram_response.top_choice.confidence, diff --git a/vocode/streaming/transcriber/gladia_transcriber.py b/vocode/streaming/transcriber/gladia_transcriber.py index 54366035a1..1cd8f32b0a 100644 --- a/vocode/streaming/transcriber/gladia_transcriber.py +++ b/vocode/streaming/transcriber/gladia_transcriber.py @@ -53,7 +53,7 @@ def send_audio(self, chunk): if ( len(self.buffer) / (2 * self.transcriber_config.sampling_rate) ) >= self.transcriber_config.buffer_size_seconds: - self.input_queue.put_nowait(self.buffer) + self.consume_nonblocking(self.buffer) self.buffer = bytearray() def terminate(self): @@ -75,7 +75,7 @@ async def process(self): async def sender(ws): while not self._ended: try: - data = await asyncio.wait_for(self.input_queue.get(), 5) + data = await asyncio.wait_for(self._input_queue.get(), 5) except asyncio.exceptions.TimeoutError: break @@ -104,7 +104,7 @@ async def receiver(ws): is_final = data["type"] == "final" if "transcription" in data and data["transcription"]: - self.output_queue.put_nowait( + self.produce_nonblocking( Transcription( message=data["transcription"], confidence=data["confidence"], diff --git a/vocode/streaming/transcriber/google_transcriber.py b/vocode/streaming/transcriber/google_transcriber.py index 5f3da9a68d..97c2c34b56 100644 --- a/vocode/streaming/transcriber/google_transcriber.py +++ b/vocode/streaming/transcriber/google_transcriber.py @@ -80,7 +80,7 @@ def _on_response(self, response): message = top_choice.transcript confidence = top_choice.confidence - self.output_janus_queue.sync_q.put_nowait( + self.produce_nonblocking( Transcription(message=message, confidence=confidence, is_final=result.is_final) ) diff --git a/vocode/streaming/transcriber/rev_ai_transcriber.py b/vocode/streaming/transcriber/rev_ai_transcriber.py index 8567686959..0684f3dce6 100644 --- a/vocode/streaming/transcriber/rev_ai_transcriber.py +++ b/vocode/streaming/transcriber/rev_ai_transcriber.py @@ -74,7 +74,7 @@ async def process(self): async def sender(ws: WebSocketClientProtocol): while not self.closed: try: - data = await asyncio.wait_for(self.input_queue.get(), 5) + data = await asyncio.wait_for(self._input_queue.get(), 5) except asyncio.exceptions.TimeoutError: break await ws.send(data) @@ -118,12 +118,12 @@ async def receiver(ws: WebSocketClientProtocol): confidence = 1.0 if is_done: - self.output_queue.put_nowait( + self.produce_nonblocking( Transcription(message=buffer, confidence=confidence, is_final=True) ) buffer = "" else: - self.output_queue.put_nowait( + self.produce_nonblocking( Transcription( message=buffer, confidence=confidence, @@ -137,5 +137,5 @@ async def receiver(ws: WebSocketClientProtocol): def terminate(self): terminate_msg = json.dumps({"type": "CloseStream"}) - self.input_queue.put_nowait(terminate_msg) + self.consume_nonblocking(terminate_msg) self.closed = True diff --git a/vocode/streaming/transcriber/whisper_cpp_transcriber.py b/vocode/streaming/transcriber/whisper_cpp_transcriber.py index 6f1967de56..c12c6333c3 100644 --- a/vocode/streaming/transcriber/whisper_cpp_transcriber.py +++ b/vocode/streaming/transcriber/whisper_cpp_transcriber.py @@ -72,7 +72,7 @@ def _run_loop(self): message_buffer += message is_final = any(message_buffer.endswith(ending) for ending in SENTENCE_ENDINGS) in_memory_wav, audio_buffer = self.create_new_buffer() - self.output_queue.put_nowait( + self.produce_nonblocking( Transcription(message=message_buffer, confidence=confidence, is_final=is_final) ) if is_final: diff --git a/vocode/streaming/utils/worker.py b/vocode/streaming/utils/worker.py index d2552fb0d5..d321ea193d 100644 --- a/vocode/streaming/utils/worker.py +++ b/vocode/streaming/utils/worker.py @@ -2,7 +2,8 @@ import asyncio import threading -from typing import Any, Generic, Optional, TypeVar +from abc import ABC, abstractmethod +from typing import Any, Dict, Generic, List, Optional, TypeVar import janus from loguru import logger @@ -12,15 +13,44 @@ WorkerInputType = TypeVar("WorkerInputType") -class AsyncWorker(Generic[WorkerInputType]): +class AbstractWorker(Generic[WorkerInputType], ABC): + """ + A generic processor - knows only how to consume typed items. + In order for a worker to process items, clients must invoke start() and tear down with terminate() + """ + + @abstractmethod + def start(self): + raise NotImplementedError + + @abstractmethod + def consume_nonblocking(self, item: WorkerInputType): + raise NotImplementedError + + def terminate(self): + pass + + +class QueueConsumer(AbstractWorker[WorkerInputType]): + def __init__( + self, + input_queue: Optional[asyncio.Queue[WorkerInputType]] = None, + ) -> None: + self.input_queue: asyncio.Queue[WorkerInputType] = input_queue or asyncio.Queue() + + def consume_nonblocking(self, item: WorkerInputType): + self.input_queue.put_nowait(item) + + def start(self): + pass + + +class AsyncWorker(AbstractWorker[WorkerInputType]): def __init__( self, - input_queue: asyncio.Queue[WorkerInputType], - output_queue: asyncio.Queue = asyncio.Queue(), ) -> None: self.worker_task: Optional[asyncio.Task] = None - self.input_queue = input_queue - self.output_queue = output_queue + self._input_queue: asyncio.Queue[WorkerInputType] = asyncio.Queue() def start(self) -> asyncio.Task: self.worker_task = asyncio_create_task( @@ -31,10 +61,7 @@ def start(self) -> asyncio.Task: return self.worker_task def consume_nonblocking(self, item: WorkerInputType): - self.input_queue.put_nowait(item) - - def produce_nonblocking(self, item): - self.output_queue.put_nowait(item) + self._input_queue.put_nowait(item) async def _run_loop(self): raise NotImplementedError @@ -49,10 +76,8 @@ def terminate(self): class ThreadAsyncWorker(AsyncWorker[WorkerInputType]): def __init__( self, - input_queue: asyncio.Queue[WorkerInputType], - output_queue: asyncio.Queue = asyncio.Queue(), ) -> None: - super().__init__(input_queue, output_queue) + super().__init__() self.worker_thread: Optional[threading.Thread] = None self.input_janus_queue: janus.Queue[WorkerInputType] = janus.Queue() self.output_janus_queue: janus.Queue = janus.Queue() @@ -69,35 +94,24 @@ def start(self) -> asyncio.Task: async def run_thread_forwarding(self): try: - await asyncio.gather( - self._forward_to_thread(), - self._forward_from_thead(), - ) + await self._forward_to_thread() except asyncio.CancelledError: return async def _forward_to_thread(self): while True: - item = await self.input_queue.get() + item = await self._input_queue.get() self.input_janus_queue.async_q.put_nowait(item) - async def _forward_from_thead(self): - while True: - item = await self.output_janus_queue.async_q.get() - self.output_queue.put_nowait(item) - def _run_loop(self): raise NotImplementedError - def terminate(self): - return super().terminate() - class AsyncQueueWorker(AsyncWorker[WorkerInputType]): async def _run_loop(self): while True: try: - item = await self.input_queue.get() + item = await self._input_queue.get() await self.process(item) except asyncio.CancelledError: return @@ -180,44 +194,20 @@ def create_interruptible_agent_response_event( class InterruptibleWorker(AsyncWorker[InterruptibleEventType]): def __init__( self, - input_queue: asyncio.Queue[InterruptibleEventType], - output_queue: asyncio.Queue = asyncio.Queue(), interruptible_event_factory: InterruptibleEventFactory = InterruptibleEventFactory(), max_concurrency=2, ) -> None: - super().__init__(input_queue, output_queue) - self.input_queue = input_queue + super().__init__() self.max_concurrency = max_concurrency self.interruptible_event_factory = interruptible_event_factory self.current_task = None self.interruptible_event = None - def produce_interruptible_event_nonblocking(self, item: Any, is_interruptible: bool = True): - interruptible_event = self.interruptible_event_factory.create_interruptible_event( - item, is_interruptible=is_interruptible - ) - return super().produce_nonblocking(interruptible_event) - - def produce_interruptible_agent_response_event_nonblocking( - self, - item: Any, - is_interruptible: bool = True, - agent_response_tracker: Optional[asyncio.Event] = None, - ): - interruptible_utterance_event = ( - self.interruptible_event_factory.create_interruptible_agent_response_event( - item, - is_interruptible=is_interruptible, - agent_response_tracker=agent_response_tracker or asyncio.Event(), - ) - ) - return super().produce_nonblocking(interruptible_utterance_event) - async def _run_loop(self): # TODO Implement concurrency with max_nb_of_thread while True: try: - item = await self.input_queue.get() + item = await self._input_queue.get() except asyncio.CancelledError: return From 6b419417b652d054ca39379cc60f5aeb44afa303 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 5 Jul 2024 20:20:28 -0700 Subject: [PATCH 115/148] create scripts for vocodehq-public (#615) * add script used to make PR * adds test target for vocodehq-public --- .github/workflows/test.yml | 100 ++++++++++++++++++------------------- pull_core_into_upstream.sh | 27 ++++++++++ 2 files changed, 77 insertions(+), 50 deletions(-) create mode 100755 pull_core_into_upstream.sh diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 7793ca8d4a..357bd7ea7a 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -4,7 +4,7 @@ on: push: branches: [main] pull_request: - branches: [main, vocode-core-0.1.0] + branches: [main, vocode-core-0.1.0, vocodehq-public] env: poetry-version: "1.8.3" @@ -15,78 +15,78 @@ jobs: fail-fast: false matrix: python-version: - - "3.10" - - "3.11" + - "3.10" + - "3.11" runs-on: ubuntu-latest steps: - - uses: actions/checkout@v2 + - uses: actions/checkout@v2 - - name: Install ffmpeg - run: | - sudo apt-get update - sudo apt-get install -y ffmpeg + - name: Install ffmpeg + run: | + sudo apt-get update + sudo apt-get install -y ffmpeg - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v2 - with: - python-version: ${{ matrix.python-version }} + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v2 + with: + python-version: ${{ matrix.python-version }} - - name: Set up Poetry - uses: abatilo/actions-poetry@v3.0.0 - with: - poetry-version: ${{ env.poetry-version }} + - name: Set up Poetry + uses: abatilo/actions-poetry@v3.0.0 + with: + poetry-version: ${{ env.poetry-version }} - - name: Install dependencies - run: poetry install -E all + - name: Install dependencies + run: poetry install -E all - - name: Run mypy - run: | - poetry run mypy -p vocode - poetry run mypy -p quickstarts - poetry run mypy -p playground + - name: Run mypy + run: | + poetry run mypy -p vocode + poetry run mypy -p quickstarts + poetry run mypy -p playground - - name: Run black - if: success() || failure() - run: poetry run black --check . + - name: Run black + if: success() || failure() + run: poetry run black --check . - - name: Run isort - shell: bash - if: success() || failure() - run: poetry run isort --check . + - name: Run isort + shell: bash + if: success() || failure() + run: poetry run isort --check . pytest: strategy: fail-fast: false matrix: python-version: - - "3.10" - - "3.11" + - "3.10" + - "3.11" runs-on: ubuntu-latest steps: - - uses: actions/checkout@v2 + - uses: actions/checkout@v2 - - name: Install ffmpeg - run: | - sudo apt-get update - sudo apt-get install -y ffmpeg + - name: Install ffmpeg + run: | + sudo apt-get update + sudo apt-get install -y ffmpeg - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v2 - with: - python-version: ${{ matrix.python-version }} + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v2 + with: + python-version: ${{ matrix.python-version }} - - name: Set up Poetry - uses: abatilo/actions-poetry@v3.0.0 - with: - poetry-version: ${{ env.poetry-version }} + - name: Set up Poetry + uses: abatilo/actions-poetry@v3.0.0 + with: + poetry-version: ${{ env.poetry-version }} - - name: Install dependencies - run: poetry install -E all + - name: Install dependencies + run: poetry install -E all - - name: Test with pytest - run: | - poetry run pytest -v tests + - name: Test with pytest + run: | + poetry run pytest -v tests diff --git a/pull_core_into_upstream.sh b/pull_core_into_upstream.sh new file mode 100755 index 0000000000..10c35d5770 --- /dev/null +++ b/pull_core_into_upstream.sh @@ -0,0 +1,27 @@ +#!/bin/bash + +# if gh is not installed, raise an error +if ! command -v gh >/dev/null 2>&1 +then + echo "gh could not be found" + echo "Please install gh, e.g. 'brew install gh'" + exit 1 +fi + +SUBMODULE_BRANCH="vocodehq-public" + +USER=$(gh api user | jq -r '.login') +DATE=$(date +%Y%m%d%H%M%S) +FEATURE_BRANCH="${USER}/update-${SUBMODULE_BRANCH}-${DATE}" +PR_TITLE="Update ${SUBMODULE_BRANCH}" +PR_BODY="This PR updates the ${SUBMODULE_BRANCH} branch by merging changes from the main branch." + +echo "Creating a new branch ${FEATURE_BRANCH}" + +git checkout main +git pull origin main +git pull origin ${SUBMODULE_BRANCH} +git checkout ${SUBMODULE_BRANCH} +git checkout -b ${FEATURE_BRANCH} +git merge main +gh pr create -t "${PR_TITLE}" -b "${PR_BODY}" -B ${SUBMODULE_BRANCH} From 65983240496067c9851cf43c8b75a6ba9b33bc1d Mon Sep 17 00:00:00 2001 From: rjheeta Date: Mon, 8 Jul 2024 13:25:24 -0400 Subject: [PATCH 116/148] Fix action worker twilio sid capture (#619) * adjust ActionWorker.process to read twilio & vonage IDs from the convo state manager * fixed formatting for linter --- vocode/streaming/action/worker.py | 22 +++++++++++++--------- vocode/streaming/utils/state_manager.py | 6 ++++++ 2 files changed, 19 insertions(+), 9 deletions(-) diff --git a/vocode/streaming/action/worker.py b/vocode/streaming/action/worker.py index b256489cba..3c9fda74f1 100644 --- a/vocode/streaming/action/worker.py +++ b/vocode/streaming/action/worker.py @@ -5,12 +5,12 @@ from vocode.streaming.action.abstract_factory import AbstractActionFactory from vocode.streaming.action.default_factory import DefaultActionFactory from vocode.streaming.agent.base_agent import ActionResultAgentInput, AgentInput -from vocode.streaming.models.actions import ( - ActionInput, - TwilioPhoneConversationActionInput, - VonagePhoneConversationActionInput, +from vocode.streaming.models.actions import ActionInput +from vocode.streaming.utils.state_manager import ( + AbstractConversationStateManager, + TwilioPhoneConversationStateManager, + VonagePhoneConversationStateManager, ) -from vocode.streaming.utils.state_manager import AbstractConversationStateManager from vocode.streaming.utils.worker import ( AbstractWorker, InterruptibleEvent, @@ -49,13 +49,17 @@ async def process(self, item: InterruptibleEvent[ActionInput]): action_input=action_input, action_output=action_output, vonage_uuid=( - action_input.vonage_uuid - if isinstance(action_input, VonagePhoneConversationActionInput) + self.conversation_state_manager.get_vonage_uuid() + if isinstance( + self.conversation_state_manager, VonagePhoneConversationStateManager + ) else None ), twilio_sid=( - action_input.twilio_sid - if isinstance(action_input, TwilioPhoneConversationActionInput) + self.conversation_state_manager.get_twilio_sid() + if isinstance( + self.conversation_state_manager, TwilioPhoneConversationStateManager + ) else None ), is_quiet=action.quiet, diff --git a/vocode/streaming/utils/state_manager.py b/vocode/streaming/utils/state_manager.py index b67eb1bd20..c439bc30e2 100644 --- a/vocode/streaming/utils/state_manager.py +++ b/vocode/streaming/utils/state_manager.py @@ -142,6 +142,9 @@ def __init__(self, conversation: "VonagePhoneConversation"): super().__init__(conversation=conversation) self._vonage_phone_conversation = conversation + def get_vonage_uuid(self): + return self._vonage_phone_conversation.vonage_uuid + def create_vonage_client(self): return VonageClient( base_url=self._vonage_phone_conversation.base_url, @@ -157,6 +160,9 @@ def __init__(self, conversation: "TwilioPhoneConversation"): def get_twilio_config(self): return self._twilio_phone_conversation.twilio_config + def get_twilio_sid(self): + return self._twilio_phone_conversation.twilio_sid + def create_twilio_client(self): return TwilioClient( base_url=self._twilio_phone_conversation.base_url, From 6198f7b2c2a1bdc64d417819216eaeda4e2a820b Mon Sep 17 00:00:00 2001 From: Kian Hooshmand Date: Mon, 8 Jul 2024 16:52:32 -0700 Subject: [PATCH 117/148] add livekit docs (#621) * add livekit docs * update image * finishing touch * undo pyproject change * Update docs/open-source/livekit-webrtc.mdx Co-authored-by: Ajay Raj * Update docs/open-source/livekit-webrtc.mdx Co-authored-by: Ajay Raj * add .env example * Update docs/open-source/livekit-webrtc.mdx * Update docs/open-source/livekit-webrtc.mdx * Update docs/open-source/livekit-webrtc.mdx * title change --------- Co-authored-by: Ajay Raj --- apps/livekit/.env.example | 6 ++++ docs/images/livekit_keys.png | Bin 0 -> 38926 bytes docs/mint.json | 1 + docs/open-source/livekit-webrtc.mdx | 45 ++++++++++++++++++++++++++++ 4 files changed, 52 insertions(+) create mode 100644 apps/livekit/.env.example create mode 100644 docs/images/livekit_keys.png create mode 100644 docs/open-source/livekit-webrtc.mdx diff --git a/apps/livekit/.env.example b/apps/livekit/.env.example new file mode 100644 index 0000000000..fe31a9d9b4 --- /dev/null +++ b/apps/livekit/.env.example @@ -0,0 +1,6 @@ +LIVEKIT_API_KEY=your_livekit_api_key +LIVEKIT_API_SECRET=your_livekit_api_secret +LIVEKIT_WS_URL=your_livekit_ws_url +OPENAI_API_KEY=your_openai_api_key +DEEPGRAM_API_KEY=your_deepgram_api_key +ELEVENLABS_API_KEY=your_elevenlabs_api_key \ No newline at end of file diff --git a/docs/images/livekit_keys.png 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b/docs/mint.json @@ -65,6 +65,7 @@ "open-source/python-quickstart", "open-source/react-quickstart", "open-source/telephony", + "open-source/livekit-webrtc", "open-source/turn-based-conversation" ] }, diff --git a/docs/open-source/livekit-webrtc.mdx b/docs/open-source/livekit-webrtc.mdx new file mode 100644 index 0000000000..d2409300fb --- /dev/null +++ b/docs/open-source/livekit-webrtc.mdx @@ -0,0 +1,45 @@ +--- +title: "Using WebRTC with LiveKit" +description: "Deploy your Vocode Agents using WebRTC" +--- + +# Overview + +[WebRTC](https://webrtc.org/) is an alternative to websockets for real-time P2P communication. Vocode Agents are compatible with both WebRTC and websockets, enabling developers to pick +the stack best suited for their application. + +To connect Vocode agents to WebRTC, Vocode uses [LiveKit](https://livekit.io/)–an open source platform for building on WebRTC. For a background on how LiveKit +works, please see their [documentation](https://docs.livekit.io/home/get-started/intro-to-livekit/). + +In this guide, we'll be walking through how to connect a Vocode Agent to the [LiveKit Agents Playground](https://agents-playground.livekit.io/). + +# Walkthrough: hooking up a Vocode Agent to a LiveKit Room + +## Setting up your LiveKit Server + +First, you'll want to set up a LiveKit Server for your Agent. For simplicity, we are using LiveKit's hosted offering–but it can also be self hosted, since LiveKit is open source! + +In our LiveKit dashboard, we first generate our websocket URL, API key, and Secret Key. + +![Setup](/images/livekit_keys.png) + +## Deploying your Vocode agent to a LiveKit Room + +Once you have your LiveKit Server credentials, we can hook it up to Vocode via the `LiveKitConversation` abstraction. Using the starter code in +[vocode-core/apps/livekit/app.py](https://github.com/vocodedev/vocode-core/blob/main/apps/livekit/app.py), you can quickly deploy a Vocode Agent to accept +new job requests. + +Fill in your credentials in `.env`: + +```bash + +LIVEKIT_SERVER_URL=wss://your-livekit-ws-url.livekit.cloud +LIVEKIT_API_KEY="KEY" +LIVEKIT_API_SECRET="SECRET" +``` + +Followed by +`poetry run python app.py dev` + +And now you can connect to the [Agents Playground](https://agents-playground.livekit.io/) to interact with your agent. With LiveKit, you can connect Vocode +agents to any web application and leverage their [React Component](https://docs.livekit.io/reference/components/react/) library. From 18761bb862f66cf8bda04724ee3d3ba319e7a98a Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Mon, 8 Jul 2024 18:19:05 -0700 Subject: [PATCH 118/148] phrase trigger matcher returns agent config instead of type (#622) --- vocode/streaming/agent/base_agent.py | 8 +++----- vocode/streaming/agent/phrase_trigger.py | 4 ++-- 2 files changed, 5 insertions(+), 7 deletions(-) diff --git a/vocode/streaming/agent/base_agent.py b/vocode/streaming/agent/base_agent.py index 7dd5a3fe7e..eb16e638cf 100644 --- a/vocode/streaming/agent/base_agent.py +++ b/vocode/streaming/agent/base_agent.py @@ -336,15 +336,13 @@ async def handle_generate_response( ), ) - phrase_trigger_match = ( + phrase_trigger_match_action_config = ( matches_phrase_trigger(responses_buffer, self.agent_config.actions) if self.agent_config.actions else None ) - if phrase_trigger_match: - action_config = self._get_action_config(phrase_trigger_match) - assert action_config is not None - action = self.action_factory.create_action(action_config) + if phrase_trigger_match_action_config: + action = self.action_factory.create_action(phrase_trigger_match_action_config) action_input = self.create_action_input( action, agent_input, diff --git a/vocode/streaming/agent/phrase_trigger.py b/vocode/streaming/agent/phrase_trigger.py index 0d9587f77f..fb106fb45b 100644 --- a/vocode/streaming/agent/phrase_trigger.py +++ b/vocode/streaming/agent/phrase_trigger.py @@ -7,7 +7,7 @@ def matches_phrase_trigger( message: str, action_configs: List[ActionConfig], -) -> Optional[str]: +) -> Optional[ActionConfig]: cleaned = re.sub(r"[^\w\s]", "", message.lower()) for action_config in action_configs: if not isinstance(action_config.action_trigger, PhraseBasedActionTrigger): @@ -17,5 +17,5 @@ def matches_phrase_trigger( lowered = phrase_trigger.phrase.lower() for condition in phrase_trigger.conditions: if condition == "phrase_condition_type_contains" and lowered in cleaned: - return action_config.type + return action_config return None From 48cba3eb3594c93c6bd06734c30c8560d6885a44 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Tue, 9 Jul 2024 15:26:17 -0700 Subject: [PATCH 119/148] adds twilio dtmf action (#623) * adds twilio dtmf * make it work * move onus of audio encoding into utils * adds tests * adds log for pressing buttons * adds test for dtmftonegenerator * fix types * change response message * change while condition --- tests/streaming/action/test_dtmf.py | 85 ++++++++++++++++++- .../test_twilio_output_device.py | 16 ++++ vocode/streaming/action/dtmf.py | 29 ++++++- .../output_device/twilio_output_device.py | 19 ++++- vocode/streaming/utils/dtmf_utils.py | 65 ++++++++++++++ 5 files changed, 205 insertions(+), 9 deletions(-) create mode 100644 vocode/streaming/utils/dtmf_utils.py diff --git a/tests/streaming/action/test_dtmf.py b/tests/streaming/action/test_dtmf.py index 24050c0525..026779c0a3 100644 --- a/tests/streaming/action/test_dtmf.py +++ b/tests/streaming/action/test_dtmf.py @@ -1,5 +1,10 @@ +import asyncio +import base64 +import json + import pytest from aioresponses import aioresponses +from pytest_mock import MockerFixture from tests.fakedata.id import generate_uuid from vocode.streaming.action.dtmf import ( @@ -12,9 +17,15 @@ TwilioPhoneConversationActionInput, VonagePhoneConversationActionInput, ) +from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.telephony import VonageConfig +from vocode.streaming.output_device.twilio_output_device import TwilioOutputDevice from vocode.streaming.utils import create_conversation_id -from vocode.streaming.utils.state_manager import VonagePhoneConversationStateManager +from vocode.streaming.utils.dtmf_utils import DTMFToneGenerator +from vocode.streaming.utils.state_manager import ( + TwilioPhoneConversationStateManager, + VonagePhoneConversationStateManager, +) @pytest.mark.asyncio @@ -59,12 +70,79 @@ async def test_vonage_dtmf_press_digits(mocker, mock_env): assert action_output.response.success is True +@pytest.fixture +def mock_twilio_output_device(mocker: MockerFixture): + output_device = TwilioOutputDevice() + output_device.ws = mocker.AsyncMock() + output_device.stream_sid = "stream_sid" + return output_device + + +@pytest.fixture +def mock_twilio_phone_conversation( + mocker: MockerFixture, mock_twilio_output_device: TwilioOutputDevice +): + twilio_phone_conversation_mock = mocker.MagicMock() + twilio_phone_conversation_mock.output_device = mock_twilio_output_device + return twilio_phone_conversation_mock + + @pytest.mark.asyncio -async def test_twilio_dtmf_press_digits(mocker, mock_env): +async def test_twilio_dtmf_press_digits( + mocker, mock_env, mock_twilio_phone_conversation, mock_twilio_output_device: TwilioOutputDevice +): action = TwilioDTMF(action_config=DTMFVocodeActionConfig()) digits = "1234" twilio_sid = "twilio_sid" + action.attach_conversation_state_manager( + TwilioPhoneConversationStateManager(mock_twilio_phone_conversation) + ) + + action_output = await action.run( + action_input=TwilioPhoneConversationActionInput( + action_config=DTMFVocodeActionConfig(), + conversation_id=create_conversation_id(), + params=DTMFParameters(buttons=digits), + twilio_sid=twilio_sid, + ) + ) + + mock_twilio_output_device.start() + max_wait_seconds = 1 + waited_seconds = 0 + while mock_twilio_output_device.ws.send_text.call_count < len(digits): + await asyncio.sleep(0.1) + waited_seconds += 0.1 + if waited_seconds > max_wait_seconds: + assert False, "Timed out waiting for DTMF tones to be sent" + + assert action_output.response.success + mock_twilio_output_device.terminate() + + for digit, call in zip(digits, mock_twilio_output_device.ws.send_text.call_args_list): + expected_dtmf = DTMFToneGenerator().generate( + digit, sampling_rate=8000, audio_encoding=AudioEncoding.MULAW + ) + media_message = json.loads(call[0][0]) + assert media_message["streamSid"] == mock_twilio_output_device.stream_sid + assert media_message["media"] == { + "payload": base64.b64encode(expected_dtmf).decode("utf-8") + } + + +@pytest.mark.asyncio +async def test_twilio_dtmf_failure( + mocker, mock_env, mock_twilio_phone_conversation, mock_twilio_output_device: TwilioOutputDevice +): + action = TwilioDTMF(action_config=DTMFVocodeActionConfig()) + digits = "****" + twilio_sid = "twilio_sid" + + action.attach_conversation_state_manager( + TwilioPhoneConversationStateManager(mock_twilio_phone_conversation) + ) + action_output = await action.run( action_input=TwilioPhoneConversationActionInput( action_config=DTMFVocodeActionConfig(), @@ -74,4 +152,5 @@ async def test_twilio_dtmf_press_digits(mocker, mock_env): ) ) - assert action_output.response.success is False # Twilio does not support DTMF + assert not action_output.response.success + assert action_output.response.message == "Invalid DTMF buttons, can only accept 0-9" diff --git a/tests/streaming/output_device/test_twilio_output_device.py b/tests/streaming/output_device/test_twilio_output_device.py index a2c4ca3e52..e8cd69f3d5 100644 --- a/tests/streaming/output_device/test_twilio_output_device.py +++ b/tests/streaming/output_device/test_twilio_output_device.py @@ -10,6 +10,8 @@ ChunkFinishedMarkMessage, TwilioOutputDevice, ) +from vocode.streaming.utils.dtmf_utils import DTMFToneGenerator, KeypadEntry +from vocode.streaming.utils.singleton import SingletonMeta from vocode.streaming.utils.worker import InterruptibleEvent @@ -137,3 +139,17 @@ def on_interrupt(): assert audio_chunk.state == ChunkState.INTERRUPTED twilio_output_device.ws.send_text.assert_not_called() + + +def test_dtmf_tone_generator_caches( + twilio_output_device: TwilioOutputDevice, mocker: MockerFixture +): + del SingletonMeta._instances[DTMFToneGenerator] + lin2ulaw_mock = mocker.patch( + "audioop.lin2ulaw", + return_value=b"ulaw_encoded", + ) + + twilio_output_device.send_dtmf_tones([KeypadEntry.ONE, KeypadEntry.ONE]) + + lin2ulaw_mock.assert_called_once() diff --git a/vocode/streaming/action/dtmf.py b/vocode/streaming/action/dtmf.py index 392b8eef6c..33c3a23db3 100644 --- a/vocode/streaming/action/dtmf.py +++ b/vocode/streaming/action/dtmf.py @@ -1,4 +1,4 @@ -from typing import Type +from typing import List, Optional, Type from loguru import logger from pydantic.v1 import BaseModel, Field @@ -9,6 +9,7 @@ ) from vocode.streaming.models.actions import ActionConfig as VocodeActionConfig from vocode.streaming.models.actions import ActionInput, ActionOutput +from vocode.streaming.utils.dtmf_utils import DTMFToneGenerator, KeypadEntry from vocode.streaming.utils.state_manager import ( TwilioPhoneConversationStateManager, VonagePhoneConversationStateManager, @@ -21,6 +22,7 @@ class DTMFParameters(BaseModel): class DTMFResponse(BaseModel): success: bool + message: Optional[str] = None class DTMFVocodeActionConfig(VocodeActionConfig, type="action_dtmf"): # type: ignore @@ -31,7 +33,12 @@ def action_attempt_to_string(self, input: ActionInput) -> str: def action_result_to_string(self, input: ActionInput, output: ActionOutput) -> str: assert isinstance(input.params, DTMFParameters) assert isinstance(output.response, DTMFResponse) - return f"Pressed numbers {list(input.params.buttons)} successfully" + if output.response.success: + return f"Pressed numbers {list(input.params.buttons)} successfully" + else: + return ( + f"Failed to press numbers {list(input.params.buttons)}: {output.response.message}" + ) FUNCTION_DESCRIPTION = "Presses a string numbers using DTMF tones." @@ -76,8 +83,22 @@ def __init__(self, action_config: DTMFVocodeActionConfig): ) async def run(self, action_input: ActionInput[DTMFParameters]) -> ActionOutput[DTMFResponse]: - logger.error("DTMF not yet supported with Twilio") + buttons = action_input.params.buttons + keypad_entries: List[KeypadEntry] + try: + keypad_entries = [KeypadEntry(button) for button in buttons] + except ValueError: + logger.warning(f"Invalid DTMF buttons: {buttons}") + return ActionOutput( + action_type=action_input.action_config.type, + response=DTMFResponse( + success=False, message="Invalid DTMF buttons, can only accept 0-9" + ), + ) + self.conversation_state_manager._twilio_phone_conversation.output_device.send_dtmf_tones( + keypad_entries=keypad_entries + ) return ActionOutput( action_type=action_input.action_config.type, - response=DTMFResponse(success=False), + response=DTMFResponse(success=True), ) diff --git a/vocode/streaming/output_device/twilio_output_device.py b/vocode/streaming/output_device/twilio_output_device.py index 00926e9b0f..a7d1917caf 100644 --- a/vocode/streaming/output_device/twilio_output_device.py +++ b/vocode/streaming/output_device/twilio_output_device.py @@ -1,10 +1,10 @@ from __future__ import annotations import asyncio +import audioop import base64 import json -import uuid -from typing import Optional, Union +from typing import List, Optional, Union from fastapi import WebSocket from fastapi.websockets import WebSocketState @@ -15,6 +15,7 @@ from vocode.streaming.output_device.audio_chunk import AudioChunk, ChunkState from vocode.streaming.telephony.constants import DEFAULT_AUDIO_ENCODING, DEFAULT_SAMPLING_RATE from vocode.streaming.utils.create_task import asyncio_create_task +from vocode.streaming.utils.dtmf_utils import DTMFToneGenerator, KeypadEntry from vocode.streaming.utils.worker import InterruptibleEvent @@ -55,6 +56,20 @@ def interrupt(self): def enqueue_mark_message(self, mark_message: MarkMessage): self._mark_message_queue.put_nowait(mark_message) + def send_dtmf_tones(self, keypad_entries: List[KeypadEntry]): + tone_generator = DTMFToneGenerator() + for keypad_entry in keypad_entries: + logger.info(f"Sending DTMF tone {keypad_entry.value}") + dtmf_tone = tone_generator.generate( + keypad_entry, sampling_rate=self.sampling_rate, audio_encoding=self.audio_encoding + ) + dtmf_message = { + "event": "media", + "streamSid": self.stream_sid, + "media": {"payload": base64.b64encode(dtmf_tone).decode("utf-8")}, + } + self._twilio_events_queue.put_nowait(json.dumps(dtmf_message)) + async def _send_twilio_messages(self): while True: try: diff --git a/vocode/streaming/utils/dtmf_utils.py b/vocode/streaming/utils/dtmf_utils.py new file mode 100644 index 0000000000..34732dbcea --- /dev/null +++ b/vocode/streaming/utils/dtmf_utils.py @@ -0,0 +1,65 @@ +import audioop +from enum import Enum +from typing import Dict, Tuple + +import numpy as np + +from vocode.streaming.models.audio import AudioEncoding +from vocode.streaming.utils.singleton import Singleton + +DEFAULT_DTMF_TONE_LENGTH_SECONDS = 0.3 +MAX_INT = 32767 + + +class KeypadEntry(str, Enum): + ONE = "1" + TWO = "2" + THREE = "3" + FOUR = "4" + FIVE = "5" + SIX = "6" + SEVEN = "7" + EIGHT = "8" + NINE = "9" + ZERO = "0" + + +DTMF_FREQUENCIES = { + KeypadEntry.ONE: (697, 1209), + KeypadEntry.TWO: (697, 1336), + KeypadEntry.THREE: (697, 1477), + KeypadEntry.FOUR: (770, 1209), + KeypadEntry.FIVE: (770, 1336), + KeypadEntry.SIX: (770, 1477), + KeypadEntry.SEVEN: (852, 1209), + KeypadEntry.EIGHT: (852, 1336), + KeypadEntry.NINE: (852, 1477), + KeypadEntry.ZERO: (941, 1336), +} + + +class DTMFToneGenerator(Singleton): + + def __init__(self): + self.tone_cache: Dict[Tuple[KeypadEntry, int, AudioEncoding], bytes] = {} + + def generate( + self, + keypad_entry: KeypadEntry, + sampling_rate: int, + audio_encoding: AudioEncoding, + duration_seconds: float = DEFAULT_DTMF_TONE_LENGTH_SECONDS, + ) -> bytes: + if (keypad_entry, sampling_rate, audio_encoding) in self.tone_cache: + return self.tone_cache[(keypad_entry, sampling_rate, audio_encoding)] + f1, f2 = DTMF_FREQUENCIES[keypad_entry] + t = np.linspace(0, duration_seconds, int(sampling_rate * duration_seconds), endpoint=False) + tone = np.sin(2 * np.pi * f1 * t) + np.sin(2 * np.pi * f2 * t) + tone = tone / np.max(np.abs(tone)) # Normalize to [-1, 1] + pcm = (tone * MAX_INT).astype(np.int16).tobytes() + if audio_encoding == AudioEncoding.MULAW: + output = audioop.lin2ulaw(pcm, 2) + else: + output = pcm + self.tone_cache[(keypad_entry, sampling_rate, audio_encoding)] = output + return output From ad1adc8dc2de7df391dd7b4a5e3eede70d225130 Mon Sep 17 00:00:00 2001 From: jstahlbaum-fibernetics <143650857+jstahlbaum-fibernetics@users.noreply.github.com> Date: Fri, 12 Jul 2024 17:20:53 -0400 Subject: [PATCH 120/148] [Bug #628] correct coding errors in the google synthesiser (#629) * [Bug-628] correct coding errors in the google synthesiser * create_speech --> create_speech_uncached --------- Co-authored-by: Ajay Raj --- vocode/streaming/synthesizer/google_synthesizer.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/vocode/streaming/synthesizer/google_synthesizer.py b/vocode/streaming/synthesizer/google_synthesizer.py index 225ab2d5d2..acf89d7cea 100644 --- a/vocode/streaming/synthesizer/google_synthesizer.py +++ b/vocode/streaming/synthesizer/google_synthesizer.py @@ -5,7 +5,7 @@ from typing import Any import google.auth -from google.cloud import texttospeech as tts # type: ignore +from google.cloud import texttospeech_v1beta1 as tts # type: ignore from vocode.streaming.models.message import BaseMessage from vocode.streaming.models.synthesizer import GoogleSynthesizerConfig @@ -34,7 +34,7 @@ def __init__( # Select the type of audio file you want returned self.audio_config = tts.AudioConfig( audio_encoding=tts.AudioEncoding.LINEAR16, - sample_rate_hertz=24000, + sample_rate_hertz=synthesizer_config.sampling_rate, speaking_rate=synthesizer_config.speaking_rate, pitch=synthesizer_config.pitch, effects_profile_id=["telephony-class-application"], @@ -56,7 +56,7 @@ def synthesize(self, message: str) -> Any: ) # TODO: make this nonblocking, see speech.TextToSpeechAsyncClient - async def create_speech( + async def create_speech_uncached( self, message: BaseMessage, chunk_size: int, @@ -75,7 +75,7 @@ async def create_speech( in_memory_wav.setnchannels(1) in_memory_wav.setsampwidth(2) in_memory_wav.setframerate(output_sample_rate) - in_memory_wav.writeframes(response.audio_content) + in_memory_wav.writeframes(response.audio_content[44:]) output_bytes_io.seek(0) result = self.create_synthesis_result_from_wav( From 4c196e13d2938f21c0adf11bf8c989f3b8e7c9ee Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 12 Jul 2024 14:53:38 -0700 Subject: [PATCH 121/148] [DOW-119] creates AudioPipeline abstraction (#625) * make terminate async * creates audio pipeline abstraction * fix streaming conversation api * make terminate() invocations in tests async * removes the vector_db.tear_down() call in streaming conversation --- playground/streaming/agent/chat.py | 4 +-- tests/streaming/action/test_dtmf.py | 2 +- tests/streaming/agent/test_base_agent.py | 2 +- ..._rate_limit_interruptions_output_device.py | 2 +- .../test_twilio_output_device.py | 2 +- .../streaming/test_streaming_conversation.py | 10 +++--- vocode/streaming/agent/chat_gpt_agent.py | 5 +++ .../agent/websocket_user_implemented_agent.py | 4 +-- .../output_device/blocking_speaker_output.py | 10 +++--- .../output_device/file_output_device.py | 4 +-- .../streaming/output_device/speaker_output.py | 2 +- vocode/streaming/streaming_conversation.py | 35 ++++++++----------- .../streaming/synthesizer/base_synthesizer.py | 2 +- .../streaming/synthesizer/miniaudio_worker.py | 4 +-- .../transcriber/assembly_ai_transcriber.py | 4 +-- .../transcriber/azure_transcriber.py | 4 +-- .../streaming/transcriber/base_transcriber.py | 12 +++---- .../transcriber/deepgram_transcriber.py | 4 +-- .../transcriber/gladia_transcriber.py | 4 +-- .../transcriber/google_transcriber.py | 4 +-- .../transcriber/rev_ai_transcriber.py | 3 +- .../transcriber/whisper_cpp_transcriber.py | 2 +- vocode/streaming/utils/audio_pipeline.py | 21 +++++++++++ vocode/streaming/utils/worker.py | 4 +-- 24 files changed, 84 insertions(+), 66 deletions(-) create mode 100644 vocode/streaming/utils/audio_pipeline.py diff --git a/playground/streaming/agent/chat.py b/playground/streaming/agent/chat.py index e93b9eeda8..dfcede2dec 100644 --- a/playground/streaming/agent/chat.py +++ b/playground/streaming/agent/chat.py @@ -197,7 +197,7 @@ async def sender(): await asyncio.gather(receiver(), sender()) if actions_worker is not None: - actions_worker.terminate() + await actions_worker.terminate() async def agent_main(): @@ -233,7 +233,7 @@ async def agent_main(): try: await run_agent(agent, interruption_probability=0, backchannel_probability=0) except KeyboardInterrupt: - agent.terminate() + await agent.terminate() if __name__ == "__main__": diff --git a/tests/streaming/action/test_dtmf.py b/tests/streaming/action/test_dtmf.py index 026779c0a3..e65f46cf5e 100644 --- a/tests/streaming/action/test_dtmf.py +++ b/tests/streaming/action/test_dtmf.py @@ -118,7 +118,7 @@ async def test_twilio_dtmf_press_digits( assert False, "Timed out waiting for DTMF tones to be sent" assert action_output.response.success - mock_twilio_output_device.terminate() + await mock_twilio_output_device.terminate() for digit, call in zip(digits, mock_twilio_output_device.ws.send_text.call_args_list): expected_dtmf = DTMFToneGenerator().generate( diff --git a/tests/streaming/agent/test_base_agent.py b/tests/streaming/agent/test_base_agent.py index 26519ad141..e3fe9e5f90 100644 --- a/tests/streaming/agent/test_base_agent.py +++ b/tests/streaming/agent/test_base_agent.py @@ -140,7 +140,7 @@ async def test_generate_responses(mocker: MockerFixture): agent.agent_responses_consumer = agent_consumer agent.start() agent_responses = await _consume_until_end_of_turn(agent_consumer) - agent.terminate() + await agent.terminate() messages = [response.message for response in agent_responses] diff --git a/tests/streaming/output_device/test_rate_limit_interruptions_output_device.py b/tests/streaming/output_device/test_rate_limit_interruptions_output_device.py index 44c6679ab1..66891a420d 100644 --- a/tests/streaming/output_device/test_rate_limit_interruptions_output_device.py +++ b/tests/streaming/output_device/test_rate_limit_interruptions_output_device.py @@ -65,4 +65,4 @@ def uninterruptible_on_play(): await uninterruptible_played_event.wait() assert uninterruptible_audio_chunk.state == ChunkState.PLAYED - output_device.terminate() + await output_device.terminate() diff --git a/tests/streaming/output_device/test_twilio_output_device.py b/tests/streaming/output_device/test_twilio_output_device.py index e8cd69f3d5..c2c26c8d87 100644 --- a/tests/streaming/output_device/test_twilio_output_device.py +++ b/tests/streaming/output_device/test_twilio_output_device.py @@ -57,7 +57,7 @@ def on_play(): assert mark_message["streamSid"] == twilio_output_device.stream_sid assert mark_message["mark"]["name"] == str(audio_chunk.chunk_id) - twilio_output_device.terminate() + await twilio_output_device.terminate() @pytest.mark.asyncio diff --git a/tests/streaming/test_streaming_conversation.py b/tests/streaming/test_streaming_conversation.py index 2266a7e47d..89149994ab 100644 --- a/tests/streaming/test_streaming_conversation.py +++ b/tests/streaming/test_streaming_conversation.py @@ -287,7 +287,7 @@ async def test_transcriptions_worker_ignores_utterances_before_initial_message( backchannel.sender == Sender.HUMAN and backchannel.is_backchannel for backchannel in human_backchannels ) - streaming_conversation.transcriptions_worker.terminate() + await streaming_conversation.transcriptions_worker.terminate() @pytest.mark.asyncio @@ -355,7 +355,7 @@ async def test_transcriptions_worker_ignores_associated_ignored_utterance( "I'm listening.", ] assert streaming_conversation.transcript.event_logs[-1].is_backchannel - streaming_conversation.transcriptions_worker.terminate() + await streaming_conversation.transcriptions_worker.terminate() @pytest.mark.asyncio @@ -405,7 +405,7 @@ async def test_transcriptions_worker_interrupts_on_interim_transcripts( assert streaming_conversation.transcript.event_logs[-1].sender == Sender.BOT assert streaming_conversation.transcript.event_logs[-1].text == "Hi, I was wondering" - streaming_conversation.transcriptions_worker.terminate() + await streaming_conversation.transcriptions_worker.terminate() @pytest.mark.asyncio @@ -460,7 +460,7 @@ async def test_transcriptions_worker_interrupts_immediately_before_bot_has_begun assert await _get_from_consumer_queue_if_exists(transcriptions_worker_consumer) is None assert streaming_conversation.broadcast_interrupt.called - streaming_conversation.transcriptions_worker.terminate() + await streaming_conversation.transcriptions_worker.terminate() def _create_dummy_synthesis_result( @@ -576,7 +576,7 @@ async def chunk_generator(): stop_event.set() streaming_conversation.output_device.interrupt_event.set() message_sent, cut_off = await send_speech_to_output_task - streaming_conversation.output_device.terminate() + await streaming_conversation.output_device.terminate() assert message_sent != "Hi there" assert cut_off diff --git a/vocode/streaming/agent/chat_gpt_agent.py b/vocode/streaming/agent/chat_gpt_agent.py index 4d54eb54a2..0ca8c5c1b9 100644 --- a/vocode/streaming/agent/chat_gpt_agent.py +++ b/vocode/streaming/agent/chat_gpt_agent.py @@ -290,3 +290,8 @@ async def generate_response( message=message, is_interruptible=True, ) + + async def terminate(self): + if hasattr(self, "vector_db") and self.vector_db is not None: + await self.vector_db.tear_down() + return await super().terminate() diff --git a/vocode/streaming/agent/websocket_user_implemented_agent.py b/vocode/streaming/agent/websocket_user_implemented_agent.py index f8233588fb..0faa522544 100644 --- a/vocode/streaming/agent/websocket_user_implemented_agent.py +++ b/vocode/streaming/agent/websocket_user_implemented_agent.py @@ -138,10 +138,10 @@ async def receiver(ws: WebSocketClientProtocol) -> None: await asyncio.gather(sender(ws), receiver(ws)) - def terminate(self): + async def terminate(self): self.agent_responses_consumer.consume_nonblocking( self.interruptible_event_factory.create_interruptible_agent_response_event( AgentResponseStop() ) ) - super().terminate() + await super().terminate() diff --git a/vocode/streaming/output_device/blocking_speaker_output.py b/vocode/streaming/output_device/blocking_speaker_output.py index 4679fb0a72..c872b42801 100644 --- a/vocode/streaming/output_device/blocking_speaker_output.py +++ b/vocode/streaming/output_device/blocking_speaker_output.py @@ -38,9 +38,9 @@ def _run_loop(self): except queue.Empty: continue - def terminate(self): + async def terminate(self): self._ended = True - super().terminate() + await super().terminate() self.stream.close() @@ -65,9 +65,9 @@ def start(self) -> asyncio.Task: self.playback_worker.start() return super().start() - def terminate(self): - self.playback_worker.terminate() - super().terminate() + async def terminate(self): + await self.playback_worker.terminate() + await super().terminate() @classmethod def from_default_device( diff --git a/vocode/streaming/output_device/file_output_device.py b/vocode/streaming/output_device/file_output_device.py index 607fd5b3e1..d2df2aa621 100644 --- a/vocode/streaming/output_device/file_output_device.py +++ b/vocode/streaming/output_device/file_output_device.py @@ -30,6 +30,6 @@ def __init__( async def play(self, chunk: bytes): await asyncio.to_thread(lambda: self.wav.writeframes(chunk)) - def terminate(self): + async def terminate(self): self.wav.close() - super().terminate() + await super().terminate() diff --git a/vocode/streaming/output_device/speaker_output.py b/vocode/streaming/output_device/speaker_output.py index c416c814ef..17acc9e266 100644 --- a/vocode/streaming/output_device/speaker_output.py +++ b/vocode/streaming/output_device/speaker_output.py @@ -53,7 +53,7 @@ def consume_nonblocking(self, chunk): block[:size] = chunk_arr[i : i + size] self.queue.put_nowait(block) - def terminate(self): + async def terminate(self): self.stream.close() @classmethod diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index f6fc02500c..bb13270806 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -24,6 +24,7 @@ from loguru import logger from sentry_sdk.tracing import Span +from vocode import conversation_id as ctx_conversation_id from vocode.streaming.action.worker import ActionsWorker from vocode.streaming.agent.base_agent import ( AgentInput, @@ -61,6 +62,7 @@ enumerate_async_iter, get_chunk_size_per_second, ) +from vocode.streaming.utils.audio_pipeline import AudioPipeline, OutputDeviceType from vocode.streaming.utils.create_task import asyncio_create_task from vocode.streaming.utils.events_manager import EventsManager from vocode.streaming.utils.speed_manager import SpeedManager @@ -107,10 +109,7 @@ LOW_INTERRUPT_SENSITIVITY_BACKCHANNEL_UTTERANCE_LENGTH_THRESHOLD = 3 -OutputDeviceType = TypeVar("OutputDeviceType", bound=AbstractOutputDevice) - - -class StreamingConversation(Generic[OutputDeviceType]): +class StreamingConversation(AudioPipeline[OutputDeviceType]): class QueueingInterruptibleEventFactory(InterruptibleEventFactory): def __init__(self, conversation: "StreamingConversation"): self.conversation = conversation @@ -593,6 +592,8 @@ def __init__( events_manager: Optional[EventsManager] = None, ): self.id = conversation_id or create_conversation_id() + ctx_conversation_id.set(self.id) + self.output_device = output_device self.transcriber = transcriber self.agent = agent @@ -800,8 +801,8 @@ def receive_message(self, message: str): ) self.transcriptions_worker.consume_nonblocking(transcription) - def receive_audio(self, chunk: bytes): - self.transcriber.send_audio(chunk) + def consume_nonblocking(self, item: bytes): + self.transcriber.send_audio(item) def warmup_synthesizer(self): self.synthesizer.ready_synthesizer(self._get_synthesizer_chunk_size()) @@ -1010,29 +1011,23 @@ async def terminate(self): logger.debug("Tearing down synthesizer") await self.synthesizer.tear_down() logger.debug("Terminating agent") - if isinstance(self.agent, ChatGPTAgent) and self.agent.agent_config.vector_db_config: - # Shutting down the vector db should be done in the agent's terminate method, - # but it is done here because `vector_db.tear_down()` is async and - # `agent.terminate()` is not async. - logger.debug("Terminating vector db") - await self.agent.vector_db.tear_down() - self.agent.terminate() + await self.agent.terminate() logger.debug("Terminating output device") - self.output_device.terminate() + await self.output_device.terminate() logger.debug("Terminating speech transcriber") - self.transcriber.terminate() + await self.transcriber.terminate() logger.debug("Terminating transcriptions worker") - self.transcriptions_worker.terminate() + await self.transcriptions_worker.terminate() logger.debug("Terminating final transcriptions worker") - self.agent_responses_worker.terminate() + await self.agent_responses_worker.terminate() logger.debug("Terminating synthesis results worker") - self.synthesis_results_worker.terminate() + await self.synthesis_results_worker.terminate() if self.filler_audio_worker is not None: logger.debug("Terminating filler audio worker") - self.filler_audio_worker.terminate() + await self.filler_audio_worker.terminate() if self.actions_worker is not None: logger.debug("Terminating actions worker") - self.actions_worker.terminate() + await self.actions_worker.terminate() logger.debug("Successfully terminated") def is_active(self): diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index 8ccd6aad25..f6e70aca0b 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -446,7 +446,7 @@ async def send_chunks(): except asyncio.CancelledError: pass finally: - miniaudio_worker.terminate() + await miniaudio_worker.terminate() def _resample_chunk( self, diff --git a/vocode/streaming/synthesizer/miniaudio_worker.py b/vocode/streaming/synthesizer/miniaudio_worker.py index fcba60460b..9cb67e4d74 100644 --- a/vocode/streaming/synthesizer/miniaudio_worker.py +++ b/vocode/streaming/synthesizer/miniaudio_worker.py @@ -96,6 +96,6 @@ def _run_loop(self): current_wav_output_buffer = current_wav_output_buffer[output_buffer_idx:] current_wav_buffer.extend(new_bytes) - def terminate(self): + async def terminate(self): self._ended = True - super().terminate() + await super().terminate() diff --git a/vocode/streaming/transcriber/assembly_ai_transcriber.py b/vocode/streaming/transcriber/assembly_ai_transcriber.py index 331810e735..00953bd44d 100644 --- a/vocode/streaming/transcriber/assembly_ai_transcriber.py +++ b/vocode/streaming/transcriber/assembly_ai_transcriber.py @@ -78,9 +78,9 @@ def send_audio(self, chunk): self.consume_nonblocking(self.buffer) self.buffer = bytearray() - def terminate(self): + async def terminate(self): self._ended = True - super().terminate() + await super().terminate() def get_assembly_ai_url(self): url_params = {"sample_rate": self.transcriber_config.sampling_rate} diff --git a/vocode/streaming/transcriber/azure_transcriber.py b/vocode/streaming/transcriber/azure_transcriber.py index 2cc666340f..00a7a7a7f9 100644 --- a/vocode/streaming/transcriber/azure_transcriber.py +++ b/vocode/streaming/transcriber/azure_transcriber.py @@ -141,7 +141,7 @@ def generator(self): yield b"".join(data) - def terminate(self): + async def terminate(self): self._ended = True self.speech.stop_continuous_recognition_async() - super().terminate() + await super().terminate() diff --git a/vocode/streaming/transcriber/base_transcriber.py b/vocode/streaming/transcriber/base_transcriber.py index beea852b15..edd1009d48 100644 --- a/vocode/streaming/transcriber/base_transcriber.py +++ b/vocode/streaming/transcriber/base_transcriber.py @@ -57,18 +57,14 @@ def send_audio(self, chunk: bytes): def produce_nonblocking(self, item: Transcription): self.consumer.consume_nonblocking(item) - @abstractmethod - def terminate(self): - pass - class BaseAsyncTranscriber(AbstractTranscriber[TranscriberConfigType], AsyncWorker[bytes]): # type: ignore def __init__(self, transcriber_config: TranscriberConfigType): AbstractTranscriber.__init__(self, transcriber_config) AsyncWorker.__init__(self) - def terminate(self): - AsyncWorker.terminate(self) + async def terminate(self): + await AsyncWorker.terminate(self) class BaseThreadAsyncTranscriber( # type: ignore @@ -101,8 +97,8 @@ async def _forward_from_thread(self): def produce_nonblocking(self, item: Transcription): self.output_janus_queue.sync_q.put_nowait(item) - def terminate(self): - ThreadAsyncWorker.terminate(self) + async def terminate(self): + await ThreadAsyncWorker.terminate(self) BaseTranscriber = Union[ diff --git a/vocode/streaming/transcriber/deepgram_transcriber.py b/vocode/streaming/transcriber/deepgram_transcriber.py index 4835d9646e..7f64f4a976 100644 --- a/vocode/streaming/transcriber/deepgram_transcriber.py +++ b/vocode/streaming/transcriber/deepgram_transcriber.py @@ -177,7 +177,7 @@ async def _run_loop(self): logger.error("Deepgram connection died, not restarting") - def terminate(self): + async def terminate(self): self._track_latency_of_transcription_start() # Put this in logs until we sentry metrics show up # properly on dashboard @@ -192,7 +192,7 @@ def terminate(self): terminate_msg = json.dumps({"type": "CloseStream"}).encode("utf-8") self.consume_nonblocking(terminate_msg) # todo (dow-107): typing self._ended = True - super().terminate() + await super().terminate() def get_input_sample_width(self): encoding = self.transcriber_config.audio_encoding diff --git a/vocode/streaming/transcriber/gladia_transcriber.py b/vocode/streaming/transcriber/gladia_transcriber.py index 1cd8f32b0a..c01b82fc56 100644 --- a/vocode/streaming/transcriber/gladia_transcriber.py +++ b/vocode/streaming/transcriber/gladia_transcriber.py @@ -56,9 +56,9 @@ def send_audio(self, chunk): self.consume_nonblocking(self.buffer) self.buffer = bytearray() - def terminate(self): + async def terminate(self): self._ended = True - super().terminate() + await super().terminate() async def process(self): async with websockets.connect(GLADIA_URL) as ws: diff --git a/vocode/streaming/transcriber/google_transcriber.py b/vocode/streaming/transcriber/google_transcriber.py index 97c2c34b56..0241ee7305 100644 --- a/vocode/streaming/transcriber/google_transcriber.py +++ b/vocode/streaming/transcriber/google_transcriber.py @@ -57,9 +57,9 @@ def _run_loop(self): responses = self.client.streaming_recognize(self.google_streaming_config, requests) self.process_responses_loop(responses) - def terminate(self): + async def terminate(self): self._ended = True - super().terminate() + await super().terminate() def process_responses_loop(self, responses): for response in responses: diff --git a/vocode/streaming/transcriber/rev_ai_transcriber.py b/vocode/streaming/transcriber/rev_ai_transcriber.py index 0684f3dce6..bb5ae4d0c9 100644 --- a/vocode/streaming/transcriber/rev_ai_transcriber.py +++ b/vocode/streaming/transcriber/rev_ai_transcriber.py @@ -135,7 +135,8 @@ async def receiver(ws: WebSocketClientProtocol): await asyncio.gather(sender(ws), receiver(ws)) - def terminate(self): + async def terminate(self): terminate_msg = json.dumps({"type": "CloseStream"}) self.consume_nonblocking(terminate_msg) self.closed = True + await super().terminate() diff --git a/vocode/streaming/transcriber/whisper_cpp_transcriber.py b/vocode/streaming/transcriber/whisper_cpp_transcriber.py index c12c6333c3..f5c0205acc 100644 --- a/vocode/streaming/transcriber/whisper_cpp_transcriber.py +++ b/vocode/streaming/transcriber/whisper_cpp_transcriber.py @@ -78,5 +78,5 @@ def _run_loop(self): if is_final: message_buffer = "" - def terminate(self): + async def terminate(self): pass diff --git a/vocode/streaming/utils/audio_pipeline.py b/vocode/streaming/utils/audio_pipeline.py new file mode 100644 index 0000000000..60fcd2f449 --- /dev/null +++ b/vocode/streaming/utils/audio_pipeline.py @@ -0,0 +1,21 @@ +from abc import abstractmethod +from typing import Generic, TypeVar + +from vocode.streaming.output_device.abstract_output_device import AbstractOutputDevice +from vocode.streaming.utils.events_manager import EventsManager +from vocode.streaming.utils.worker import AbstractWorker + +OutputDeviceType = TypeVar("OutputDeviceType", bound=AbstractOutputDevice) + + +class AudioPipeline(AbstractWorker[bytes], Generic[OutputDeviceType]): + output_device: OutputDeviceType + events_manager: EventsManager + id: str + + def receive_audio(self, chunk: bytes): + self.consume_nonblocking(chunk) + + @abstractmethod + def is_active(self): + raise NotImplementedError diff --git a/vocode/streaming/utils/worker.py b/vocode/streaming/utils/worker.py index d321ea193d..c98e0b653a 100644 --- a/vocode/streaming/utils/worker.py +++ b/vocode/streaming/utils/worker.py @@ -27,7 +27,7 @@ def start(self): def consume_nonblocking(self, item: WorkerInputType): raise NotImplementedError - def terminate(self): + async def terminate(self): pass @@ -66,7 +66,7 @@ def consume_nonblocking(self, item: WorkerInputType): async def _run_loop(self): raise NotImplementedError - def terminate(self): + async def terminate(self): if self.worker_task: return self.worker_task.cancel() From e1cf228944c95aff0125cd2486f4f32d284e43a4 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 12 Jul 2024 15:47:09 -0700 Subject: [PATCH 122/148] update script (#635) --- pull_core_into_upstream.sh | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/pull_core_into_upstream.sh b/pull_core_into_upstream.sh index 10c35d5770..8d9493bc97 100755 --- a/pull_core_into_upstream.sh +++ b/pull_core_into_upstream.sh @@ -12,16 +12,13 @@ SUBMODULE_BRANCH="vocodehq-public" USER=$(gh api user | jq -r '.login') DATE=$(date +%Y%m%d%H%M%S) -FEATURE_BRANCH="${USER}/update-${SUBMODULE_BRANCH}-${DATE}" PR_TITLE="Update ${SUBMODULE_BRANCH}" PR_BODY="This PR updates the ${SUBMODULE_BRANCH} branch by merging changes from the main branch." echo "Creating a new branch ${FEATURE_BRANCH}" +git checkout ${SUBMODULE_BRANCH} +git pull origin ${SUBMODULE_BRANCH} git checkout main git pull origin main -git pull origin ${SUBMODULE_BRANCH} -git checkout ${SUBMODULE_BRANCH} -git checkout -b ${FEATURE_BRANCH} -git merge main gh pr create -t "${PR_TITLE}" -b "${PR_BODY}" -B ${SUBMODULE_BRANCH} From 77d6593e218c465b0fcac70db737fc32cc7832af Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 15 Jul 2024 08:45:54 -0700 Subject: [PATCH 123/148] convert logger.error to logger.warning (#636) --- vocode/streaming/telephony/client/twilio_client.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vocode/streaming/telephony/client/twilio_client.py b/vocode/streaming/telephony/client/twilio_client.py index 97e8a9f7d5..5c8ad9819b 100644 --- a/vocode/streaming/telephony/client/twilio_client.py +++ b/vocode/streaming/telephony/client/twilio_client.py @@ -63,7 +63,7 @@ async def create_call( ) as response: if not response.ok: if response.status == 400: - logger.error( + logger.warning( f"Failed to create call: {response.status} {response.reason} {await response.json()}" ) raise TwilioBadRequestException( From 32f0cb4a76f3f648b2605ed38812e76d17c4d1ab Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 15 Jul 2024 10:18:07 -0700 Subject: [PATCH 124/148] update docs (#639) --- docs/external-actions.mdx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/external-actions.mdx b/docs/external-actions.mdx index 740331f2f8..ee5b6c81f4 100644 --- a/docs/external-actions.mdx +++ b/docs/external-actions.mdx @@ -207,12 +207,12 @@ Vocode expects responses from the user’s API in JSON in the following format: ```python Response { - result: Any + result: Dict[str, Any] agent_message: Optional[str] = None } ``` -- `result` is a payload containing the result of the action on the user’s side, and can be in any format +- `result` is a payload containing the result of the action on the user’s side, and can have any schema - `agent_message` optionally contains a message that will be synthesized into audio and sent back to the phone call (see [Configuring the External Action](/external-actions#configuring-the-external-action) above for more info) In the [Meeting Assistant Example](/external-actions#meeting-assistant-example) below, the user’s API could return back a JSON response that looks like: From 3dc1d49abad7e0afaa7e7c95ec679f344b1c54d4 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 15 Jul 2024 17:15:53 -0700 Subject: [PATCH 125/148] [ESUP-55] adds # and * support and also ability to press multiple buttons in a row (#641) * adds # and * support and also ability to press multiple buttons in a row * fix tests --- tests/streaming/action/test_dtmf.py | 6 +++--- vocode/streaming/utils/dtmf_utils.py | 7 +++++++ 2 files changed, 10 insertions(+), 3 deletions(-) diff --git a/tests/streaming/action/test_dtmf.py b/tests/streaming/action/test_dtmf.py index e65f46cf5e..6466aeb8b6 100644 --- a/tests/streaming/action/test_dtmf.py +++ b/tests/streaming/action/test_dtmf.py @@ -32,7 +32,7 @@ async def test_vonage_dtmf_press_digits(mocker, mock_env): action = VonageDTMF(action_config=DTMFVocodeActionConfig()) vonage_uuid = generate_uuid() - digits = "1234" + digits = "1234*#" vonage_phone_conversation_mock = mocker.MagicMock() vonage_config = VonageConfig( @@ -92,7 +92,7 @@ async def test_twilio_dtmf_press_digits( mocker, mock_env, mock_twilio_phone_conversation, mock_twilio_output_device: TwilioOutputDevice ): action = TwilioDTMF(action_config=DTMFVocodeActionConfig()) - digits = "1234" + digits = "1234*#" twilio_sid = "twilio_sid" action.attach_conversation_state_manager( @@ -136,7 +136,7 @@ async def test_twilio_dtmf_failure( mocker, mock_env, mock_twilio_phone_conversation, mock_twilio_output_device: TwilioOutputDevice ): action = TwilioDTMF(action_config=DTMFVocodeActionConfig()) - digits = "****" + digits = "%%%%" twilio_sid = "twilio_sid" action.attach_conversation_state_manager( diff --git a/vocode/streaming/utils/dtmf_utils.py b/vocode/streaming/utils/dtmf_utils.py index 34732dbcea..fbf80eed4a 100644 --- a/vocode/streaming/utils/dtmf_utils.py +++ b/vocode/streaming/utils/dtmf_utils.py @@ -8,6 +8,7 @@ from vocode.streaming.utils.singleton import Singleton DEFAULT_DTMF_TONE_LENGTH_SECONDS = 0.3 +DEFAULT_DTMF_TONE_SILENCE_SECONDS = 0.1 MAX_INT = 32767 @@ -22,6 +23,8 @@ class KeypadEntry(str, Enum): EIGHT = "8" NINE = "9" ZERO = "0" + POUND = "#" + STAR = "*" DTMF_FREQUENCIES = { @@ -35,6 +38,8 @@ class KeypadEntry(str, Enum): KeypadEntry.EIGHT: (852, 1336), KeypadEntry.NINE: (852, 1477), KeypadEntry.ZERO: (941, 1336), + KeypadEntry.STAR: (941, 1209), + KeypadEntry.POUND: (941, 1477), } @@ -49,6 +54,7 @@ def generate( sampling_rate: int, audio_encoding: AudioEncoding, duration_seconds: float = DEFAULT_DTMF_TONE_LENGTH_SECONDS, + silence_seconds: float = DEFAULT_DTMF_TONE_SILENCE_SECONDS, ) -> bytes: if (keypad_entry, sampling_rate, audio_encoding) in self.tone_cache: return self.tone_cache[(keypad_entry, sampling_rate, audio_encoding)] @@ -57,6 +63,7 @@ def generate( tone = np.sin(2 * np.pi * f1 * t) + np.sin(2 * np.pi * f2 * t) tone = tone / np.max(np.abs(tone)) # Normalize to [-1, 1] pcm = (tone * MAX_INT).astype(np.int16).tobytes() + pcm += b"\0" * int(silence_seconds * sampling_rate * 2) if audio_encoding == AudioEncoding.MULAW: output = audioop.lin2ulaw(pcm, 2) else: From 6dee7c589abc17e8e746edfb1329a938a4eaed28 Mon Sep 17 00:00:00 2001 From: Sauhard Jain Date: Thu, 18 Jul 2024 08:35:56 -0700 Subject: [PATCH 126/148] Upgrade cartesia to 1.0.7 and add support for continuations (#646) * feat: upgrade cartesia to 1.0.7 and support for continuations * prevent errors * fix: review comments * Update vocode/streaming/models/synthesizer.py --------- Co-authored-by: Ajay Raj --- poetry.lock | 961 ++++++++---------- pyproject.toml | 2 +- vocode/streaming/models/synthesizer.py | 12 +- .../synthesizer/cartesia_synthesizer.py | 60 +- 4 files changed, 501 insertions(+), 534 deletions(-) diff --git a/poetry.lock b/poetry.lock index 254e7f0840..e6030148a9 100644 --- a/poetry.lock +++ b/poetry.lock @@ -289,29 +289,30 @@ uvloop = ["uvloop (>=0.15.2)"] [[package]] name = "cachetools" -version = "5.3.3" +version = "5.4.0" description = "Extensible memoizing collections and decorators" optional = true python-versions = ">=3.7" files = [ - {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"}, - 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python-versions = ">=3.7" files = [ - {file = "google-cloud-speech-2.26.0.tar.gz", hash = "sha256:d3156a78496aeacff403429408a1b13efe996da6f0544a25567904ad801671d5"}, - {file = "google_cloud_speech-2.26.0-py2.py3-none-any.whl", hash = "sha256:8b61aebcbcc9bd5450933c94c431584a07667e022d12834f9037bb2c0e673c87"}, + {file = "google-cloud-speech-2.26.1.tar.gz", hash = "sha256:12aceb02e34c14ed49eea3102ae7e776dfd8722babdd1466de4db0de8c1f91a9"}, + {file = "google_cloud_speech-2.26.1-py2.py3-none-any.whl", hash = "sha256:51566c55f74288767afa91fd25c9563cfcf61ed417eb3301d4cb58c5ee4abe77"}, ] [package.dependencies] google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]} google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev" proto-plus = ">=1.22.3,<2.0.0dev" -protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev" 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b/pyproject.toml index eec09a2715..edf1dc4ba0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,7 +43,7 @@ groq = { version = "^0.9.0", optional = true } # Synthesizers google-cloud-texttospeech = { version = "^2.16.3", optional = true } pvkoala = { version = "^2.0.1", optional = true } -cartesia = { version = "^1.0.3", optional = true } +cartesia = { version = "^1.0.7", optional = true } # Transcribers google-cloud-speech = { version = "^2.26.0", optional = true } diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index ce8af4babb..df0a2f3ae9 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -1,5 +1,5 @@ from enum import Enum -from typing import Any, Dict, List, Literal, Optional +from typing import Any, Dict, List, Literal, Optional, TypedDict from pydantic.v1 import validator @@ -230,10 +230,18 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value DEFAULT_CARTESIA_MODEL_ID = "sonic-english" -DEFAULT_CARTESIA_VOICE_ID = "5345cf08-6f37-424d-a5d9-8ae1101b9377" +DEFAULT_CARTESIA_VOICE_ID = "829ccd10-f8b3-43cd-b8a0-4aeaa81f3b30" + + +class CartesiaVoiceControls(TypedDict): + """See https://docs.cartesia.ai/user-guides/voice-control""" + + speed: str + emotion: List[str] class CartesiaSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.CARTESIA.value): # type: ignore api_key: Optional[str] = None model_id: str = DEFAULT_CARTESIA_MODEL_ID voice_id: str = DEFAULT_CARTESIA_VOICE_ID + _experimental_voice_controls: Optional[CartesiaVoiceControls] = None diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index 7458f7f7ff..445ab03a7d 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -1,6 +1,4 @@ import hashlib -import io -import wave from vocode import getenv from vocode.streaming.models.audio import AudioEncoding, SamplingRate @@ -20,7 +18,7 @@ def __init__( try: from cartesia import AsyncCartesia except ImportError as e: - raise ImportError(f"Missing required dependancies for CartesiaSynthesizer") from e + raise ImportError("Missing required dependancies for CartesiaSynthesizer") from e self.api_key = synthesizer_config.api_key or getenv("CARTESIA_API_KEY") if not self.api_key: @@ -28,8 +26,16 @@ def __init__( self.cartesia_tts = AsyncCartesia + self._experimental_voice_controls = synthesizer_config._experimental_voice_controls + if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: match synthesizer_config.sampling_rate: + case SamplingRate.RATE_48000: + self.output_format = { + "sample_rate": 48000, + "encoding": "pcm_s16le", + "container": "raw", + } case SamplingRate.RATE_44100: self.output_format = { "sample_rate": 44100, @@ -69,12 +75,20 @@ def __init__( raise ValueError(f"Unsupported audio encoding {synthesizer_config.audio_encoding}") if not isinstance(self.output_format["sample_rate"], int): - raise ValueError(f"Invalid type for sample_rate") + raise ValueError("Invalid type for sample_rate") self.sampling_rate = self.output_format["sample_rate"] self.num_channels = 1 self.model_id = synthesizer_config.model_id self.voice_id = synthesizer_config.voice_id self.client = self.cartesia_tts(api_key=self.api_key) + self.ws = None + self.ctx = None + + async def initialize_ws(self): + if self.ws is None: + self.ws = await self.client.tts.websocket() + if self.ctx is None or self.ctx.is_closed(): + self.ctx = self.ws.context() async def create_speech_uncached( self, @@ -83,17 +97,32 @@ async def create_speech_uncached( is_first_text_chunk: bool = False, is_sole_text_chunk: bool = False, ) -> SynthesisResult: - generator = await self.client.tts.sse( - model_id=self.model_id, - transcript=message.text, - voice_id=self.voice_id, - stream=True, - output_format=self.output_format, - ) + await self.initialize_ws() + + if is_first_text_chunk and self.ws and self.ctx: + await self.ctx.no_more_inputs() + self.ctx = self.ws.context() + + transcript = message.text + + if not message.text.endswith(" "): + transcript = message.text + " " + + if self.ctx is not None: + await self.ctx.send( + model_id=self.model_id, + transcript=transcript, + voice_id=self.voice_id, + continue_=not is_sole_text_chunk, + output_format=self.output_format, + _experimental_voice_controls=self._experimental_voice_controls, + ) - async def chunk_generator(sse): + async def chunk_generator(context): buffer = bytearray() - async for event in sse: + if context.is_closed(): + return + async for event in context.receive(): audio = event.get("audio") buffer.extend(audio) while len(buffer) >= chunk_size: @@ -104,7 +133,7 @@ async def chunk_generator(sse): yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) return SynthesisResult( - chunk_generator=chunk_generator(generator), + chunk_generator=chunk_generator(self.ctx), get_message_up_to=lambda seconds: self.get_message_cutoff_from_voice_speed( message, seconds ), @@ -125,4 +154,7 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): async def tear_down(self): await super().tear_down() + if self.ctx: + self.ctx._close() + await self.ws.close() await self.client.close() From 1ac820fdeb3bd9cfd2fda2723348bc4db1fa17d1 Mon Sep 17 00:00:00 2001 From: "Peter T. Walker" <108812366+petertimwalker@users.noreply.github.com> Date: Fri, 19 Jul 2024 14:02:57 -0400 Subject: [PATCH 127/148] Typo in the word using (#647) --- docs/walkthrough_intro.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/walkthrough_intro.mdx b/docs/walkthrough_intro.mdx index 7cb3ab26a0..a1caebe343 100644 --- a/docs/walkthrough_intro.mdx +++ b/docs/walkthrough_intro.mdx @@ -6,7 +6,7 @@ description: "Setting up a simple receptionist agent" Welcome to the Vocode API! We've got a lot of powerful features that we're going to illustrate by setting up a receptionist agent that can take calls and book calendar appointments. -We'll cover how to do it step-by-step entirely via API or you could also follow along usig our +We'll cover how to do it step-by-step entirely via API or you could also follow along using our [Dashboard]("https://dashboard.vocode.dev). In particular, we'll go through the following steps: From 821fe264fc10286c3cd8937f2a52bd7bbdca5811 Mon Sep 17 00:00:00 2001 From: Yerzhan <19510938+tashbenbetov@users.noreply.github.com> Date: Fri, 19 Jul 2024 20:03:59 +0200 Subject: [PATCH 128/148] Remove unnecessary quotation marks (#644) Co-authored-by: Ajay Raj --- docs/configuring-number.mdx | 2 +- docs/walkthrough_intro.mdx | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/configuring-number.mdx b/docs/configuring-number.mdx index 15f1844d44..24febbdda5 100644 --- a/docs/configuring-number.mdx +++ b/docs/configuring-number.mdx @@ -16,7 +16,7 @@ by modifying: ### Voice -First, let's create a new voice via [ElevenLabs]("https://elevenlabs.io) and grab the voice ID. +First, let's create a new voice via [ElevenLabs](https://elevenlabs.io) and grab the voice ID. ``` voice = vocode_client.voices.create_voice( diff --git a/docs/walkthrough_intro.mdx b/docs/walkthrough_intro.mdx index a1caebe343..3e65904e9d 100644 --- a/docs/walkthrough_intro.mdx +++ b/docs/walkthrough_intro.mdx @@ -7,7 +7,7 @@ Welcome to the Vocode API! We've got a lot of powerful features that we're going by setting up a receptionist agent that can take calls and book calendar appointments. We'll cover how to do it step-by-step entirely via API or you could also follow along using our -[Dashboard]("https://dashboard.vocode.dev). +[Dashboard](https://dashboard.vocode.dev). In particular, we'll go through the following steps: From a971ebc7ad3a56272432f91664abe9cfb2bd45f6 Mon Sep 17 00:00:00 2001 From: Yerzhan <19510938+tashbenbetov@users.noreply.github.com> Date: Fri, 19 Jul 2024 20:05:50 +0200 Subject: [PATCH 129/148] Fix the error in the URL (#643) * Fix the error in the URL * Update docs/hosted-quickstart.mdx --------- Co-authored-by: Ajay Raj --- docs/hosted-quickstart.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/hosted-quickstart.mdx b/docs/hosted-quickstart.mdx index 016fde2a0c..76c56af60e 100644 --- a/docs/hosted-quickstart.mdx +++ b/docs/hosted-quickstart.mdx @@ -81,5 +81,5 @@ If you'd prefer to hit our API directly, take a look at our [API Reference](/api # Hosted Walkthrough -Once you have Vocode installed, we suggest going through the [Hosted Walkthrough](/getting-number) which will +Once you have Vocode installed, we suggest going through the [Hosted Walkthrough](/walkthrough_intro) which will show you how to start interacting with the API. From eaafc1b3af0e0ff98b9aa85d2e6c79d98c4ddd8f Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 24 Jul 2024 15:10:43 -0700 Subject: [PATCH 130/148] support additional headers in external actions requester (#661) * support additional headers in external actions requester * adds test for headers * assert headers dont get overwritten --- tests/streaming/action/test_external_actions_requester.py | 4 ++++ vocode/streaming/action/external_actions_requester.py | 2 ++ 2 files changed, 6 insertions(+) diff --git a/tests/streaming/action/test_external_actions_requester.py b/tests/streaming/action/test_external_actions_requester.py index 626d5db938..86681928cd 100644 --- a/tests/streaming/action/test_external_actions_requester.py +++ b/tests/streaming/action/test_external_actions_requester.py @@ -66,9 +66,13 @@ async def test_send_request_responses( JSON_SCHEMA, base64.b64encode(os.urandom(32)).decode(), additional_payload_values={"call_id": "call_id"}, + additional_headers={"x-vocode-test": "test"}, transport=httpx.AsyncHTTPTransport(retries=3, verify=True), ) + assert httpx_mock.get_request().headers["x-vocode-test"] == "test" + assert "x-vocode-signature" in httpx_mock.get_request().headers + assert response.success is expected_success diff --git a/vocode/streaming/action/external_actions_requester.py b/vocode/streaming/action/external_actions_requester.py index 658192e7b4..76aecd9e5a 100644 --- a/vocode/streaming/action/external_actions_requester.py +++ b/vocode/streaming/action/external_actions_requester.py @@ -52,6 +52,7 @@ async def send_request( payload: Dict[str, Any], signature_secret: str, additional_payload_values: Dict[str, Any] = {}, + additional_headers: Dict[str, str] = {}, transport: httpx.AsyncHTTPTransport = httpx.AsyncHTTPTransport(retries=2), ) -> ExternalActionResponse: encoded_payload = json.dumps({"payload": payload} | additional_payload_values).encode( @@ -62,6 +63,7 @@ async def send_request( "Accept": "application/json", "Content-Type": "application/json", "x-vocode-signature": self._encode_payload(encoded_payload, signature_secret), + **additional_headers, } async with httpx.AsyncClient( From d8f8aca9122d126d7b766505bf7370a4f156afdb Mon Sep 17 00:00:00 2001 From: Adnaan Sachidanandan Date: Mon, 29 Jul 2024 13:21:59 -0700 Subject: [PATCH 131/148] Custom provider errors and add StreamingConversation to transcriber and synthesizer (#626) --- vocode/streaming/streaming_conversation.py | 2 ++ .../synthesizer/azure_synthesizer.py | 15 ++++++++++++++ .../streaming/synthesizer/base_synthesizer.py | 18 ++++++++++++++++- .../synthesizer/eleven_labs_synthesizer.py | 9 +++++++-- .../synthesizer/play_ht_synthesizer.py | 20 +++++++++++++++---- .../streaming/synthesizer/rime_synthesizer.py | 11 +++++++--- .../streaming/transcriber/base_transcriber.py | 6 +++++- 7 files changed, 70 insertions(+), 11 deletions(-) diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index bb13270806..dffb154203 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -687,9 +687,11 @@ def create_state_manager(self) -> ConversationStateManager: async def start(self, mark_ready: Optional[Callable[[], Awaitable[None]]] = None): self.transcriber.start() + self.transcriber.streaming_conversation = self self.transcriptions_worker.start() self.agent_responses_worker.start() self.synthesis_results_worker.start() + self.synthesizer.streaming_conversation = self self.output_device.start() if self.filler_audio_worker is not None: self.filler_audio_worker.start() diff --git a/vocode/streaming/synthesizer/azure_synthesizer.py b/vocode/streaming/synthesizer/azure_synthesizer.py index eee831e296..11c4c03649 100644 --- a/vocode/streaming/synthesizer/azure_synthesizer.py +++ b/vocode/streaming/synthesizer/azure_synthesizer.py @@ -32,6 +32,10 @@ _AZURE_INSIDE_VOICE_REGEX = r"]*>(.*?)<\/voice>" +class AzureSynthesizerException(Exception): + pass + + class WordBoundaryEventPool: def __init__(self): self.events = [] @@ -231,6 +235,15 @@ def get_message_up_to( return ssml_fragment.split(">")[-1] return message + async def _check_stream_for_errors(self, audio_data_stream: speechsdk.AudioDataStream): + if ( + audio_data_stream.cancellation_details + and audio_data_stream.cancellation_details.reason == speechsdk.CancellationReason.Error + ): + raise AzureSynthesizerException( + f"Azure Synthesizer Error: {audio_data_stream.cancellation_details.error_details}" + ) + async def create_speech_uncached( self, message: BaseMessage, @@ -259,6 +272,8 @@ async def chunk_generator( self.thread_pool_executor, lambda: audio_data_stream.read_data(audio_buffer), ) + + await self._check_stream_for_errors(audio_data_stream) if filled_size != chunk_size: yield SynthesisResult.ChunkResult(chunk_transform(audio_buffer[offset:]), True) return diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index f6e70aca0b..b41c30db74 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -4,7 +4,18 @@ import math import os import wave -from typing import Any, AsyncGenerator, Callable, Generic, List, Optional, Tuple, TypeVar, Union +from typing import ( + TYPE_CHECKING, + Any, + AsyncGenerator, + Callable, + Generic, + List, + Optional, + Tuple, + TypeVar, + Union, +) import aiohttp from loguru import logger @@ -24,6 +35,9 @@ from vocode.streaming.utils.create_task import asyncio_create_task from vocode.streaming.utils.worker import QueueConsumer +if TYPE_CHECKING: + from vocode.streaming.streaming_conversation import StreamingConversation + FILLER_PHRASES = [ BaseMessage(text="Um..."), BaseMessage(text="Uh..."), @@ -224,6 +238,8 @@ def create_synthesis_result(self, chunk_size) -> SynthesisResult: class BaseSynthesizer(Generic[SynthesizerConfigType]): + streaming_conversation: "StreamingConversation" + def __init__( self, synthesizer_config: SynthesizerConfigType, diff --git a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py index 1ccd435475..8beb31bf44 100644 --- a/vocode/streaming/synthesizer/eleven_labs_synthesizer.py +++ b/vocode/streaming/synthesizer/eleven_labs_synthesizer.py @@ -16,6 +16,10 @@ STREAMED_CHUNK_SIZE = 16000 * 2 // 4 # 1/8 of a second of 16kHz audio with 16-bit samples +class ElevenlabsException(Exception): + pass + + class ElevenLabsSynthesizer(BaseSynthesizer[ElevenLabsSynthesizerConfig]): def __init__( self, @@ -144,8 +148,9 @@ async def get_chunks( if not stream.is_success: error = await stream.aread() - logger.error(f"ElevenLabs API failed: {stream.status_code} {error.decode('utf-8')}") - raise Exception(f"ElevenLabs API returned {stream.status_code} status code") + raise ElevenlabsException( + f"ElevenLabs API returned {stream.status_code} status code and the following details: {error.decode('utf-8')}" + ) async for chunk in stream.aiter_bytes(chunk_size): if self.upsample: chunk = self._resample_chunk( diff --git a/vocode/streaming/synthesizer/play_ht_synthesizer.py b/vocode/streaming/synthesizer/play_ht_synthesizer.py index 05405af9d3..46c361bc47 100644 --- a/vocode/streaming/synthesizer/play_ht_synthesizer.py +++ b/vocode/streaming/synthesizer/play_ht_synthesizer.py @@ -12,6 +12,10 @@ TTS_ENDPOINT = "https://play.ht/api/v2/tts/stream" +class PlayHTV1APIError(Exception): + pass + + class PlayHtSynthesizer(BaseSynthesizer[PlayHtSynthesizerConfig]): def __init__( self, @@ -78,15 +82,23 @@ async def create_speech_uncached( timeout=ClientTimeout(total=15), ) if not response.ok: - raise Exception(f"Play.ht API error status code {response.status}") + response_json = await response.json() + if response_json and "error_message" in response_json: + error_message = response_json["error_message"] + else: + error_message = ( + f"Request to Play.HT failed with status code {str(response.status)}" + ) + + raise PlayHTV1APIError( + f"Play.ht API error status code {response.status}", + error_message, + ) if response.status == 429 and attempt < max_backoff_retries - 1: await asyncio.sleep(backoff_retry_delay) backoff_retry_delay *= 2 # Exponentially increase delay continue - if not response.ok: - raise Exception(f"Play.ht API error status code {response.status}") - if self.experimental_streaming: return SynthesisResult( self.experimental_mp3_streaming_output_generator( diff --git a/vocode/streaming/synthesizer/rime_synthesizer.py b/vocode/streaming/synthesizer/rime_synthesizer.py index f776da4a81..b00cd872b3 100644 --- a/vocode/streaming/synthesizer/rime_synthesizer.py +++ b/vocode/streaming/synthesizer/rime_synthesizer.py @@ -25,6 +25,10 @@ WAV_HEADER_LENGTH = 44 +class RimeError(Exception): + pass + + class RimeSynthesizer(BaseSynthesizer[RimeSynthesizerConfig]): def __init__( self, @@ -73,7 +77,7 @@ async def create_speech_uncached( timeout=aiohttp.ClientTimeout(total=15), ) as response: if not response.ok: - raise Exception(f"Rime API error: {response.status}, {await response.text()}") + raise RimeError(f"Rime API error: {response.status}, {await response.text()}") data = json.loads(await response.text()) audio_content = data.get("audioContent") @@ -117,8 +121,9 @@ async def get_chunks( ) if not stream.is_success: error = await stream.aread() - logger.error(f"Rime API failed: {stream.status_code} {error.decode('utf-8')}") - raise Exception(f"Rime API returned {stream.status_code} status code") + raise RimeError( + f"Rime API returned {stream.status_code} status code with the following details: {error.decode('utf-8')}" + ) async for chunk in stream.aiter_bytes(chunk_size): chunk_queue.put_nowait(chunk) except asyncio.CancelledError: diff --git a/vocode/streaming/transcriber/base_transcriber.py b/vocode/streaming/transcriber/base_transcriber.py index edd1009d48..2f05b28446 100644 --- a/vocode/streaming/transcriber/base_transcriber.py +++ b/vocode/streaming/transcriber/base_transcriber.py @@ -3,18 +3,22 @@ import asyncio import audioop from abc import ABC, abstractmethod -from typing import Generic, Optional, TypeVar, Union +from typing import TYPE_CHECKING, Generic, Optional, TypeVar, Union from vocode.streaming.models.audio import AudioEncoding from vocode.streaming.models.transcriber import TranscriberConfig, Transcription from vocode.streaming.utils.speed_manager import SpeedManager from vocode.streaming.utils.worker import AbstractWorker, AsyncWorker, ThreadAsyncWorker +if TYPE_CHECKING: + from vocode.streaming.streaming_conversation import StreamingConversation + TranscriberConfigType = TypeVar("TranscriberConfigType", bound=TranscriberConfig) class AbstractTranscriber(Generic[TranscriberConfigType], AbstractWorker[bytes]): consumer: AbstractWorker[Transcription] + streaming_conversation: "StreamingConversation" def __init__(self, transcriber_config: TranscriberConfigType): AbstractWorker.__init__(self) From 11e8d24eafefb9092e4c7a560995ed06ba180a29 Mon Sep 17 00:00:00 2001 From: Sauhard Jain Date: Mon, 29 Jul 2024 13:54:42 -0700 Subject: [PATCH 132/148] Improve Cartesia Synthesizer error handling (#663) * feat: upgrade cartesia to 1.0.7 and support for continuations * prevent errors * fix: review comments * Update vocode/streaming/models/synthesizer.py * fix: improve error handling * fix: intialize ctx * chore: lint fix --------- Co-authored-by: Ajay Raj --- .../synthesizer/cartesia_synthesizer.py | 41 ++++++++++++------- 1 file changed, 27 insertions(+), 14 deletions(-) diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index 445ab03a7d..e9ea6ac210 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -1,5 +1,7 @@ import hashlib +from loguru import logger + from vocode import getenv from vocode.streaming.models.audio import AudioEncoding, SamplingRate from vocode.streaming.models.message import BaseMessage @@ -87,8 +89,15 @@ def __init__( async def initialize_ws(self): if self.ws is None: self.ws = await self.client.tts.websocket() + + async def initialize_ctx(self, is_first_text_chunk: bool): if self.ctx is None or self.ctx.is_closed(): - self.ctx = self.ws.context() + if self.ws: + self.ctx = self.ws.context() + else: + if is_first_text_chunk: + await self.ctx.no_more_inputs() + self.ctx = self.ws.context() async def create_speech_uncached( self, @@ -98,10 +107,7 @@ async def create_speech_uncached( is_sole_text_chunk: bool = False, ) -> SynthesisResult: await self.initialize_ws() - - if is_first_text_chunk and self.ws and self.ctx: - await self.ctx.no_more_inputs() - self.ctx = self.ws.context() + await self.initialize_ctx(is_first_text_chunk) transcript = message.text @@ -122,15 +128,22 @@ async def chunk_generator(context): buffer = bytearray() if context.is_closed(): return - async for event in context.receive(): - audio = event.get("audio") - buffer.extend(audio) - while len(buffer) >= chunk_size: - yield SynthesisResult.ChunkResult( - chunk=buffer[:chunk_size], is_last_chunk=False - ) - buffer = buffer[chunk_size:] - yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) + try: + async for event in context.receive(): + audio = event.get("audio") + buffer.extend(audio) + while len(buffer) >= chunk_size: + yield SynthesisResult.ChunkResult( + chunk=buffer[:chunk_size], is_last_chunk=False + ) + buffer = buffer[chunk_size:] + except Exception as e: + logger.info( + f"Caught error while receiving audio chunks from CartesiaSynthesizer: {e}" + ) + self.ctx._close() + if buffer: + yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) return SynthesisResult( chunk_generator=chunk_generator(self.ctx), From 3bc8f8d762a9cdbcb8644593515c153267b2e9b4 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 29 Jul 2024 14:10:54 -0700 Subject: [PATCH 133/148] Update agents.mdx (#664) --- docs/agents.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/agents.mdx b/docs/agents.mdx index 6dc809afae..f0fbc935c7 100644 --- a/docs/agents.mdx +++ b/docs/agents.mdx @@ -29,6 +29,6 @@ agent behavior: - `language` sets the agent language (for more context see [Multilingual Agents](/multilingual)) - `initial_message` controls the agents first utterance. - `initial_message_delay` adds a delay to the initial message from when the call begins -- `ask_if_human_present_on_idle` allows the agent to speak when there is more than 4s of silence on the call +- `ask_if_human_present_on_idle` allows the agent to speak when there is more than 15s of silence on the call - `llm_temperature` controls the behavior of the underlying language model. Values can range from 0 to 1, with higher values leading to more diverse and creative results. Lower values generate more consistent outputs. From adf0d87eede754644c51e8a364988efd72932f54 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Mon, 29 Jul 2024 17:48:18 -0700 Subject: [PATCH 134/148] poetry version prerelease (#665) --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index edf1dc4ba0..0a5184e45f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "vocode" -version = "0.1.114a0" +version = "0.1.114a1" description = "The all-in-one voice SDK" authors = ["Ajay Raj "] license = "MIT License" From 2ecc631c690d727d3aa0e741292207dee98f6b7b Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 7 Aug 2024 10:24:11 -0700 Subject: [PATCH 135/148] fix pinecone lint (#679) --- vocode/streaming/vector_db/pinecone.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/vocode/streaming/vector_db/pinecone.py b/vocode/streaming/vector_db/pinecone.py index 26cd048f36..ba40fda5c2 100644 --- a/vocode/streaming/vector_db/pinecone.py +++ b/vocode/streaming/vector_db/pinecone.py @@ -16,6 +16,8 @@ def __init__(self, config: PineconeConfig, *args, **kwargs) -> None: self.index_name = self.config.index self.pinecone_api_key = getenv("PINECONE_API_KEY") or self.config.api_key + if not self.pinecone_api_key: + raise ValueError("Pinecone API key not set") self.pinecone_environment = getenv("PINECONE_ENVIRONMENT") or self.config.api_environment self.pinecone_url = f"https://{self.index_name}.svc.{self.pinecone_environment}.pinecone.io" self._text_key = "text" From c1148e3985d026d47ecfdfba4259e1b91107f52a Mon Sep 17 00:00:00 2001 From: Sauhard Jain Date: Wed, 7 Aug 2024 11:01:29 -0700 Subject: [PATCH 136/148] Include cartesia's voice controls on docs + update synthesizer (#674) * docs: include cartesia's voice controls * fix lint and add padding * fix: end of sentence issues * lint and upgrade cartesia * fix: pydantic casting issue * lockfile * fix pinecone lint --- docs/open-source/using-synthesizers.mdx | 48 +- poetry.lock | 1879 +++++++++-------- pyproject.toml | 2 +- roadmap.md | 1 + vocode/streaming/models/synthesizer.py | 12 +- .../synthesizer/cartesia_synthesizer.py | 39 +- vocode/streaming/vector_db/pinecone.py | 13 +- 7 files changed, 1068 insertions(+), 926 deletions(-) diff --git a/docs/open-source/using-synthesizers.mdx b/docs/open-source/using-synthesizers.mdx index 013ce23729..6bbb57c0b6 100644 --- a/docs/open-source/using-synthesizers.mdx +++ b/docs/open-source/using-synthesizers.mdx @@ -13,13 +13,14 @@ Vocode currently supports the following synthesizers: 1. Azure (Microsoft) 2. Google -3. Eleven Labs -4. Rime -5. Play.ht -6. GTTS (Google Text-to-Speech) -7. Stream Elements -8. Bark -9. Amazon Polly +3. Cartesia +4. Eleven Labs +5. Rime +6. Play.ht +7. GTTS (Google Text-to-Speech) +8. Stream Elements +9. Bark +10. Amazon Polly These synthesizers are defined using their respective configuration classes, which are subclasses of the `SynthesizerConfig` class. @@ -83,7 +84,38 @@ synthesizer_config=PlayHtSynthesizerConfig.from_telephone_output_device( ... ``` -### Example 2: Using Azure in StreamingConversation locally +### Example 2: Using Cartesia's streaming synthesizer + +We support Cartesia's [low-latency streaming API](https://docs.cartesia.ai/api-reference/endpoints/stream-speech-websocket) enabled by WebSockets. You can use the `CartesiaSynthesizer` with the `CartesiaSynthesizerConfig` to enable this feature. + +#### Telephony + +```python +synthesizer_config=CartesiaSynthesizerConfig.from_telephone_output_device( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id=os.getenv("CARTESIA_VOICE_ID"), +) +``` + +In this example, the `CartesiaSynthesizerConfig.from_output_device()` method is used to create a configuration object for the Cartesia synthesizer. +The method takes a `speaker_output` object as an argument, and extracts the `sampling_rate` and `audio_encoding` from the output device. + +#### Controlling Speed & Emotions + +You can set the `speed` and `emotion` parameters in the `CartesiaSynthesizerConfig` object to control the speed and emotions of the agent's voice! See [this page](https://docs.cartesia.ai/user-guides/voice-control) for more details. + +```python +CartesiaSynthesizerConfig( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id=os.getenv("CARTESIA_VOICE_ID"), + experimental_voice_controls={ + "speed": "slow", + "emotion": "positivity: high" + } +) +``` + +### Example 3: Using Azure in StreamingConversation locally ```python from vocode.streaming.models.synthesizer import AzureSynthesizerConfig diff --git a/poetry.lock b/poetry.lock index e6030148a9..e9caa21b30 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,91 +1,103 @@ # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +[[package]] +name = "aiohappyeyeballs" +version = "2.3.5" +description = "Happy Eyeballs for asyncio" +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiohappyeyeballs-2.3.5-py3-none-any.whl", hash = "sha256:4d6dea59215537dbc746e93e779caea8178c866856a721c9c660d7a5a7b8be03"}, + {file = 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optional = true } diff --git a/roadmap.md b/roadmap.md index 27fc2cc209..0a4c375038 100644 --- a/roadmap.md +++ b/roadmap.md @@ -27,6 +27,7 @@ Our roadmap; if an issue has been created or the feature is currently being work - [x] Bark - [x] [Play.ht](http://Play.ht) - [x] Eleven Labs + - [x] Cartesia - [ ] Amazon Polly - [ ] Resemble.AI diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py index df0a2f3ae9..54a38830e9 100644 --- a/vocode/streaming/models/synthesizer.py +++ b/vocode/streaming/models/synthesizer.py @@ -1,5 +1,5 @@ from enum import Enum -from typing import Any, Dict, List, Literal, Optional, TypedDict +from typing import Any, Dict, List, Literal, Optional, Union from pydantic.v1 import validator @@ -230,18 +230,18 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value DEFAULT_CARTESIA_MODEL_ID = "sonic-english" -DEFAULT_CARTESIA_VOICE_ID = "829ccd10-f8b3-43cd-b8a0-4aeaa81f3b30" +DEFAULT_CARTESIA_VOICE_ID = "f9836c6e-a0bd-460e-9d3c-f7299fa60f94" -class CartesiaVoiceControls(TypedDict): +class CartesiaVoiceControls(BaseModel): """See https://docs.cartesia.ai/user-guides/voice-control""" - speed: str - emotion: List[str] + speed: Optional[Union[float, str]] = None + emotion: Optional[List[str]] = None class CartesiaSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.CARTESIA.value): # type: ignore api_key: Optional[str] = None model_id: str = DEFAULT_CARTESIA_MODEL_ID voice_id: str = DEFAULT_CARTESIA_VOICE_ID - _experimental_voice_controls: Optional[CartesiaVoiceControls] = None + experimental_voice_controls: Optional[CartesiaVoiceControls] = None diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index e9ea6ac210..959ca5ba5e 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -1,3 +1,4 @@ +import asyncio import hashlib from loguru import logger @@ -28,7 +29,11 @@ def __init__( self.cartesia_tts = AsyncCartesia - self._experimental_voice_controls = synthesizer_config._experimental_voice_controls + self._experimental_voice_controls = None + if synthesizer_config.experimental_voice_controls: + self._experimental_voice_controls = ( + synthesizer_config.experimental_voice_controls.dict() + ) if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16: match synthesizer_config.sampling_rate: @@ -85,6 +90,8 @@ def __init__( self.client = self.cartesia_tts(api_key=self.api_key) self.ws = None self.ctx = None + self.no_more_inputs_task = None + self.no_more_inputs_lock = asyncio.Lock() async def initialize_ws(self): if self.ws is None: @@ -96,9 +103,25 @@ async def initialize_ctx(self, is_first_text_chunk: bool): self.ctx = self.ws.context() else: if is_first_text_chunk: + if self.no_more_inputs_task: + self.no_more_inputs_task.cancel() await self.ctx.no_more_inputs() self.ctx = self.ws.context() + # This workaround is necessary to prevent the last chunk getting delayed. + # In the future, `create_speech_uncached` should be modified to handle this properly by adding a flag to the last chunk. + def refresh_no_more_inputs_task(self): + if self.no_more_inputs_task: + self.no_more_inputs_task.cancel() + + async def delayed_no_more_inputs(): + await asyncio.sleep(1) + async with self.no_more_inputs_lock: + if self.ctx: + await self.ctx.no_more_inputs() + + self.no_more_inputs_task = asyncio.create_task(delayed_no_more_inputs()) + async def create_speech_uncached( self, message: BaseMessage, @@ -123,6 +146,11 @@ async def create_speech_uncached( output_format=self.output_format, _experimental_voice_controls=self._experimental_voice_controls, ) + if not is_sole_text_chunk: + try: + self.refresh_no_more_inputs_task() + except Exception as e: + logger.info(f"Caught error while sending no more inputs: {e}") async def chunk_generator(context): buffer = bytearray() @@ -143,6 +171,13 @@ async def chunk_generator(context): ) self.ctx._close() if buffer: + # pad the leftover buffer with silence + if len(buffer) < chunk_size: + padding_size = chunk_size - len(buffer) + if self.output_format["encoding"] == "pcm_mulaw": + buffer.extend(b"\x7f" * padding_size) # 127 is silence in mu-law + elif self.output_format["encoding"] == "pcm_s16le": + buffer.extend(b"\x00\x00" * padding_size) # 0 is silence in s16le yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) return SynthesisResult( @@ -167,6 +202,8 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig): async def tear_down(self): await super().tear_down() + if self.no_more_inputs_task: + self.no_more_inputs_task.cancel() if self.ctx: self.ctx._close() await self.ws.close() diff --git a/vocode/streaming/vector_db/pinecone.py b/vocode/streaming/vector_db/pinecone.py index ba40fda5c2..6dc7453723 100644 --- a/vocode/streaming/vector_db/pinecone.py +++ b/vocode/streaming/vector_db/pinecone.py @@ -1,5 +1,5 @@ import uuid -from typing import Iterable, List, Optional, Tuple +from typing import Any, Iterable, List, Optional, Tuple, TypeGuard from langchain.docstore.document import Document from loguru import logger @@ -9,15 +9,20 @@ from vocode.streaming.vector_db.base_vector_db import VectorDB +def is_non_empty_string(value: Any) -> TypeGuard[str]: + return isinstance(value, str) and len(value) > 0 + + class PineconeDB(VectorDB): def __init__(self, config: PineconeConfig, *args, **kwargs) -> None: super().__init__(*args, **kwargs) self.config = config self.index_name = self.config.index - self.pinecone_api_key = getenv("PINECONE_API_KEY") or self.config.api_key - if not self.pinecone_api_key: - raise ValueError("Pinecone API key not set") + pinecone_api_key = getenv("PINECONE_API_KEY") or self.config.api_key + if not is_non_empty_string(pinecone_api_key): + raise ValueError("Pinecone API key not set or invalid") + self.pinecone_api_key = pinecone_api_key self.pinecone_environment = getenv("PINECONE_ENVIRONMENT") or self.config.api_environment self.pinecone_url = f"https://{self.index_name}.svc.{self.pinecone_environment}.pinecone.io" self._text_key = "text" From 6e6f37abff38780bbe50ef1cf32c1f739932aebc Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Wed, 7 Aug 2024 11:36:39 -0700 Subject: [PATCH 137/148] poetry version prerelease (#680) --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 8017072c2b..3f5e276d20 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "vocode" -version = "0.1.114a1" +version = "0.1.114a2" description = "The all-in-one voice SDK" authors = ["Ajay Raj "] license = "MIT License" From 9cda52c1503ea7a4039b43c8155fe46657f459b1 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Thu, 15 Aug 2024 17:28:44 -0700 Subject: [PATCH 138/148] adds compute total chars interface (#683) --- .../synthesizer/azure_synthesizer.py | 48 ++++++++++++++----- .../streaming/synthesizer/base_synthesizer.py | 8 +++- 2 files changed, 43 insertions(+), 13 deletions(-) diff --git a/vocode/streaming/synthesizer/azure_synthesizer.py b/vocode/streaming/synthesizer/azure_synthesizer.py index 11c4c03649..67171dc4fa 100644 --- a/vocode/streaming/synthesizer/azure_synthesizer.py +++ b/vocode/streaming/synthesizer/azure_synthesizer.py @@ -144,7 +144,10 @@ async def get_phrase_filler_audios(self) -> List[FillerAudio]: audio_data = open(filler_audio_path, "rb").read() else: logger.debug(f"Generating filler audio for {filler_phrase.text}") - ssml = self.create_ssml(filler_phrase.text) + ssml = self.create_ssml( + message=filler_phrase.text, synthesizer_config=self.synthesizer_config + ) + self.total_chars += self.get_total_chars_from_ssml(ssml) result = await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, self.synthesizer.speak_ssml, ssml ) @@ -176,16 +179,35 @@ def add_marks(self, message: str, index=0) -> str: def word_boundary_cb(self, evt, pool): pool.add(evt) - def create_ssml(self, message: str) -> str: - voice_language_code = self.synthesizer_config.voice_name[:5] + @classmethod + def compute_total_chars( + cls, message: BaseMessage, synthesizer_config: AzureSynthesizerConfig + ) -> int: + ssml = ( + message.ssml + if isinstance(message, SSMLMessage) + else cls.create_ssml(message=message.text, synthesizer_config=synthesizer_config) + ) + return cls.get_total_chars_from_ssml(ssml) + + @staticmethod + def get_total_chars_from_ssml(ssml: str) -> int: + regmatch = re.search(_AZURE_INSIDE_VOICE_REGEX, ssml, re.DOTALL) + if regmatch: + return len(regmatch.group(1)) + return 0 + + @staticmethod + def create_ssml(message: str, synthesizer_config: AzureSynthesizerConfig) -> str: + voice_language_code = synthesizer_config.voice_name[:5] ssml_root = ElementTree.fromstring( f'' ) voice = ElementTree.SubElement(ssml_root, "voice") - voice.set("name", self.voice_name) - if self.synthesizer_config.language_code != "en-US": + voice.set("name", synthesizer_config.voice_name) + if synthesizer_config.language_code != "en-US": lang = ElementTree.SubElement(voice, "{%s}lang" % NAMESPACES.get("")) - lang.set("xml:lang", self.synthesizer_config.language_code) + lang.set("xml:lang", synthesizer_config.language_code) voice_root = lang else: voice_root = voice @@ -198,13 +220,10 @@ def create_ssml(self, message: str) -> str: silence.set("value", "500ms") silence.set("type", "Tailing-exact") prosody = ElementTree.SubElement(voice_root, "prosody") - prosody.set("pitch", f"{self.pitch}%") - prosody.set("rate", f"{self.rate}%") + prosody.set("pitch", f"{synthesizer_config.pitch}%") + prosody.set("rate", f"{synthesizer_config.rate}%") prosody.text = message.strip() ssml = ElementTree.tostring(ssml_root, encoding="unicode") - regmatch = re.search(_AZURE_INSIDE_VOICE_REGEX, ssml, re.DOTALL) - if regmatch: - self.total_chars += len(regmatch.group(1)) return ssml def synthesize_ssml(self, ssml: str) -> speechsdk.AudioDataStream: @@ -293,7 +312,12 @@ async def chunk_generator( self.synthesizer.synthesis_word_boundary.connect( lambda event: self.word_boundary_cb(event, word_boundary_event_pool) ) - ssml = message.ssml if isinstance(message, SSMLMessage) else self.create_ssml(message.text) + ssml = ( + message.ssml + if isinstance(message, SSMLMessage) + else self.create_ssml(message=message.text, synthesizer_config=self.synthesizer_config) + ) + self.total_chars += self.get_total_chars_from_ssml(ssml) audio_data_stream = await asyncio.get_event_loop().run_in_executor( self.thread_pool_executor, self.synthesize_ssml, ssml ) diff --git a/vocode/streaming/synthesizer/base_synthesizer.py b/vocode/streaming/synthesizer/base_synthesizer.py index b41c30db74..0b07114294 100644 --- a/vocode/streaming/synthesizer/base_synthesizer.py +++ b/vocode/streaming/synthesizer/base_synthesizer.py @@ -239,6 +239,7 @@ def create_synthesis_result(self, chunk_size) -> SynthesisResult: class BaseSynthesizer(Generic[SynthesizerConfigType]): streaming_conversation: "StreamingConversation" + total_chars: int def __init__( self, @@ -277,9 +278,14 @@ def get_typing_noise_filler_audio(self) -> FillerAudio: seconds_per_chunk=2, ) - def get_cost(self) -> float: + @classmethod + def get_cost(cls, total_chars) -> float: raise NotImplementedError + @classmethod + def compute_total_chars(cls, message: BaseMessage, synthesizer_config: SynthesizerConfigType): + return len(message.text) + async def set_filler_audios(self, filler_audio_config: FillerAudioConfig): if filler_audio_config.use_phrases: self.filler_audios = await self.get_phrase_filler_audios() From d857d7e43cba61e6568db3cb5f6104811d134129 Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Fri, 16 Aug 2024 10:24:16 -0700 Subject: [PATCH 139/148] Add link number to nav and refresh interface for link number (#685) --- docs/mint.json | 1 + docs/openapi.json | 2006 ++++++++++++++++++++++++++++++--------------- 2 files changed, 1360 insertions(+), 647 deletions(-) diff --git a/docs/mint.json b/docs/mint.json index 6d661923af..0d94dc61c2 100644 --- a/docs/mint.json +++ b/docs/mint.json @@ -125,6 +125,7 @@ "api-reference/numbers/list-numbers", "api-reference/numbers/get-number", "api-reference/numbers/buy-number", + "api-reference/numbers/link-number", "api-reference/numbers/update-number", "api-reference/numbers/cancel-number" ] diff --git a/docs/openapi.json b/docs/openapi.json index 8704e7b822..a959dff13c 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -20,34 +20,38 @@ "tags": ["numbers"], "summary": "List Numbers", "operationId": "list_numbers", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -67,8 +71,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/numbers": { @@ -76,12 +79,13 @@ "tags": ["numbers"], "summary": "Get Number", "operationId": "get_number", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "title": "Phone Number" }, "name": "phone_number", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "title": "Phone Number" } } ], "responses": { @@ -101,8 +105,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/numbers/buy": { @@ -149,21 +152,22 @@ "tags": ["numbers"], "summary": "Update Number", "operationId": "update_number", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "title": "Phone Number" }, "name": "phone_number", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "title": "Phone Number" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/UpdateNumberRequest" } } - }, - "required": true + } }, "responses": { "200": { @@ -182,8 +186,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/numbers/cancel": { @@ -191,12 +194,13 @@ "tags": ["numbers"], "summary": "Cancel Number", "operationId": "cancel_number", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "title": "Phone Number" }, "name": "phone_number", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "title": "Phone Number" } } ], "responses": { @@ -216,8 +220,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/numbers/link": { @@ -261,34 +264,38 @@ "tags": ["calls"], "summary": "List Calls", "operationId": "list_calls", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -308,8 +315,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/calls": { @@ -317,12 +323,13 @@ "tags": ["calls"], "summary": "Get Call", "operationId": "get_call", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -342,8 +349,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/calls/end": { @@ -351,12 +357,13 @@ "tags": ["calls"], "summary": "End Call", "operationId": "end_call", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -376,8 +383,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/calls/create": { @@ -419,12 +425,13 @@ "tags": ["calls"], "summary": "Get Recording", "operationId": "get_recording", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -440,8 +447,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/usage": { @@ -467,12 +473,13 @@ "tags": ["actions"], "summary": "Get Action", "operationId": "get_action", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -492,8 +499,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/actions/list": { @@ -501,34 +507,38 @@ "tags": ["actions"], "summary": "List Actions", "operationId": "list_actions", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -548,8 +558,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/actions/create": { @@ -591,23 +600,24 @@ "tags": ["actions"], "summary": "Update Action", "operationId": "update_action", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/ActionUpdateParamsRequest" } } - }, - "required": true + } }, "responses": { "200": { @@ -626,8 +636,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/agents": { @@ -635,12 +644,13 @@ "tags": ["agents"], "summary": "Get Agent", "operationId": "get_agent", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -660,8 +670,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/agents/list": { @@ -669,34 +678,38 @@ "tags": ["agents"], "summary": "List Agents", "operationId": "list_agents", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -716,8 +729,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/agents/create": { @@ -759,21 +771,22 @@ "tags": ["agents"], "summary": "Update Agent", "operationId": "update_agent", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/AgentUpdateParams" } } - }, - "required": true + } }, "responses": { "200": { @@ -792,8 +805,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/voices": { @@ -801,12 +813,13 @@ "tags": ["voices"], "summary": "Get Voice", "operationId": "get_voice", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -826,8 +839,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/voices/list": { @@ -835,34 +847,38 @@ "tags": ["voices"], "summary": "List Voices", "operationId": "list_voices", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -882,8 +898,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/voices/create": { @@ -925,23 +940,24 @@ "tags": ["voices"], "summary": "Update Voice", "operationId": "update_voice", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/VoiceUpdateParamsRequest" } } - }, - "required": true + } }, "responses": { "200": { @@ -960,8 +976,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/webhooks": { @@ -969,12 +984,13 @@ "tags": ["webhooks"], "summary": "Get Webhook", "operationId": "get_webhook", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -994,8 +1010,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/webhooks/list": { @@ -1003,34 +1018,38 @@ "tags": ["webhooks"], "summary": "List Webhooks", "operationId": "list_webhooks", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -1050,8 +1069,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/webhooks/create": { @@ -1093,21 +1111,22 @@ "tags": ["webhooks"], "summary": "Update Webhook", "operationId": "update_webhook", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/WebhookUpdateParams" } } - }, - "required": true + } }, "responses": { "200": { @@ -1126,8 +1145,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/prompts": { @@ -1135,12 +1153,13 @@ "tags": ["prompts"], "summary": "Get Prompt", "operationId": "get_prompt", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -1160,8 +1179,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/prompts/list": { @@ -1169,34 +1187,38 @@ "tags": ["prompts"], "summary": "List Prompts", "operationId": "list_prompts", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -1216,8 +1238,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/prompts/create": { @@ -1259,21 +1280,22 @@ "tags": ["prompts"], "summary": "Update Prompt", "operationId": "update_prompt", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/PromptUpdateParams" } } - }, - "required": true + } }, "responses": { "200": { @@ -1292,8 +1314,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/vector_databases": { @@ -1301,12 +1322,13 @@ "tags": ["vector_databases"], "summary": "Get Vector Database", "operationId": "get_vector_database", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -1328,8 +1350,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/vector_databases/list": { @@ -1337,34 +1358,38 @@ "tags": ["vector_databases"], "summary": "List Vector Databases", "operationId": "list_vector_databases", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -1384,8 +1409,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/vector_databases/create": { @@ -1431,23 +1455,24 @@ "tags": ["vector_databases"], "summary": "Update Vector Database", "operationId": "update_vector_database", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/PineconeVectorDatabaseUpdateParams" } } - }, - "required": true + } }, "responses": { "200": { @@ -1468,8 +1493,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/account_connections": { @@ -1477,12 +1501,13 @@ "tags": ["account_connections"], "summary": "Get Account Connection", "operationId": "get_account_connection", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "responses": { @@ -1504,8 +1529,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/account_connections/list": { @@ -1513,34 +1537,38 @@ "tags": ["account_connections"], "summary": "List Account Connections", "operationId": "list_account_connections", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": false, - "schema": { "type": "integer", "title": "Page", "default": 1 }, "name": "page", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 1, "title": "Page" } }, { - "required": false, - "schema": { "type": "integer", "title": "Size", "default": 10 }, "name": "size", - "in": "query" + "in": "query", + "required": false, + "schema": { "type": "integer", "default": 10, "title": "Size" } }, { - "required": false, - "schema": { "type": "string", "title": "Sort Column" }, "name": "sort_column", - "in": "query" + "in": "query", + "required": false, + "schema": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Sort Column" + } }, { + "name": "sort_desc", + "in": "query", "required": false, "schema": { - "type": "boolean", - "title": "Sort Desc", - "default": false - }, - "name": "sort_desc", - "in": "query" + "anyOf": [{ "type": "boolean" }, { "type": "null" }], + "default": false, + "title": "Sort Desc" + } } ], "responses": { @@ -1562,8 +1590,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/account_connections/create": { @@ -1609,23 +1636,24 @@ "tags": ["account_connections"], "summary": "Update Account Connection", "operationId": "update_account_connection", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/AccountConnectionUpdateParamsRequest" } } - }, - "required": true + } }, "responses": { "200": { @@ -1646,8 +1674,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/account_connections/add_to_steering_pool": { @@ -1655,19 +1682,24 @@ "tags": ["account_connections"], "summary": "Add To Steering Pool", "operationId": "add_to_steering_pool", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { "content": { "application/json": { "schema": { - "$ref": "#/components/schemas/AddToSteeringPoolRequest" + "anyOf": [ + { "$ref": "#/components/schemas/AddToSteeringPoolRequest" }, + { "type": "null" } + ], + "title": "Add To Steering Pool Request" } } } @@ -1685,8 +1717,7 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } } }, "/v1/account_connections/remove_from_steering_pool": { @@ -1694,23 +1725,24 @@ "tags": ["account_connections"], "summary": "Remove From Steering Pool", "operationId": "remove_from_steering_pool", + "security": [{ "HTTPBearer": [] }], "parameters": [ { - "required": true, - "schema": { "type": "string", "format": "uuid", "title": "Id" }, "name": "id", - "in": "query" + "in": "query", + "required": true, + "schema": { "type": "string", "format": "uuid", "title": "Id" } } ], "requestBody": { + "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/RemoveFromSteeringPoolRequest" } } - }, - "required": true + } }, "responses": { "200": { @@ -1725,8 +1757,20 @@ } } } - }, - "security": [{ "HTTPBearer": [] }] + } + } + }, + "/metrics": { + "get": { + "summary": "Metrics", + "description": "Endpoint that serves Prometheus metrics.", + "operationId": "metrics_metrics_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { "application/json": { "schema": {} } } + } + } } } }, @@ -1743,8 +1787,8 @@ "discriminator": { "propertyName": "type", "mapping": { - "account_connection_twilio": "#/components/schemas/TwilioAccountConnection", - "account_connection_openai": "#/components/schemas/OpenAIAccountConnection" + "account_connection_openai": "#/components/schemas/OpenAIAccountConnection", + "account_connection_twilio": "#/components/schemas/TwilioAccountConnection" } } }, @@ -1780,8 +1824,8 @@ "discriminator": { "propertyName": "type", "mapping": { - "account_connection_twilio": "#/components/schemas/TwilioAccountConnectionParams", - "account_connection_openai": "#/components/schemas/OpenAIAccountConnectionParams" + "account_connection_openai": "#/components/schemas/OpenAIAccountConnectionParams", + "account_connection_twilio": "#/components/schemas/TwilioAccountConnectionParams" } } }, @@ -1794,8 +1838,8 @@ "discriminator": { "propertyName": "type", "mapping": { - "account_connection_twilio": "#/components/schemas/TwilioAccountConnection", - "account_connection_openai": "#/components/schemas/OpenAIAccountConnection" + "account_connection_openai": "#/components/schemas/OpenAIAccountConnection", + "account_connection_twilio": "#/components/schemas/TwilioAccountConnection" } } }, @@ -1810,8 +1854,8 @@ "discriminator": { "propertyName": "type", "mapping": { - "account_connection_twilio": "#/components/schemas/TwilioAccountConnectionUpdateParams", - "account_connection_openai": "#/components/schemas/OpenAIAccountConnectionUpdateParams" + "account_connection_openai": "#/components/schemas/OpenAIAccountConnectionUpdateParams", + "account_connection_twilio": "#/components/schemas/TwilioAccountConnectionUpdateParams" } } }, @@ -1830,12 +1874,12 @@ "discriminator": { "propertyName": "type", "mapping": { - "action_transfer_call": "#/components/schemas/TransferCallAction", - "action_end_conversation": "#/components/schemas/EndConversationAction", - "action_dtmf": "#/components/schemas/DTMFAction", "action_add_to_conference": "#/components/schemas/AddToConferenceAction", + "action_dtmf": "#/components/schemas/DTMFAction", + "action_end_conversation": "#/components/schemas/EndConversationAction", + "action_external": "#/components/schemas/ExternalAction", "action_set_hold": "#/components/schemas/SetHoldAction", - "action_external": "#/components/schemas/ExternalAction" + "action_transfer_call": "#/components/schemas/TransferCallAction" } } }, @@ -1875,12 +1919,12 @@ "discriminator": { "propertyName": "type", "mapping": { - "action_transfer_call": "#/components/schemas/TransferCallActionParams", - "action_end_conversation": "#/components/schemas/EndConversationActionParams", - "action_dtmf": "#/components/schemas/DTMFActionParams", "action_add_to_conference": "#/components/schemas/AddToConferenceActionParams", + "action_dtmf": "#/components/schemas/DTMFActionParams", + "action_end_conversation": "#/components/schemas/EndConversationActionParams", + "action_external": "#/components/schemas/ExternalActionParams", "action_set_hold": "#/components/schemas/SetHoldActionParams", - "action_external": "#/components/schemas/ExternalActionParams" + "action_transfer_call": "#/components/schemas/TransferCallActionParams" } } }, @@ -1897,12 +1941,12 @@ "discriminator": { "propertyName": "type", "mapping": { - "action_transfer_call": "#/components/schemas/TransferCallAction", - "action_end_conversation": "#/components/schemas/EndConversationAction", - "action_dtmf": "#/components/schemas/DTMFAction", "action_add_to_conference": "#/components/schemas/AddToConferenceAction", + "action_dtmf": "#/components/schemas/DTMFAction", + "action_end_conversation": "#/components/schemas/EndConversationAction", + "action_external": "#/components/schemas/ExternalAction", "action_set_hold": "#/components/schemas/SetHoldAction", - "action_external": "#/components/schemas/ExternalAction" + "action_transfer_call": "#/components/schemas/TransferCallAction" } } }, @@ -1919,12 +1963,12 @@ "discriminator": { "propertyName": "type", "mapping": { - "action_transfer_call": "#/components/schemas/TransferCallActionUpdateParams", - "action_end_conversation": "#/components/schemas/EndConversationActionUpdateParams", - "action_dtmf": "#/components/schemas/DTMFActionUpdateParams", "action_add_to_conference": "#/components/schemas/AddToConferenceActionUpdateParams", + "action_dtmf": "#/components/schemas/DTMFActionUpdateParams", + "action_end_conversation": "#/components/schemas/EndConversationActionUpdateParams", + "action_external": "#/components/schemas/ExternalActionUpdateParams", "action_set_hold": "#/components/schemas/SetHoldActionUpdateParams", - "action_external": "#/components/schemas/ExternalActionUpdateParams" + "action_transfer_call": "#/components/schemas/TransferCallActionUpdateParams" } } }, @@ -1935,13 +1979,14 @@ "type": { "type": "string", "enum": ["action_add_to_conference"], + "const": "action_add_to_conference", "title": "Type" }, "config": { "$ref": "#/components/schemas/AddToConferenceConfig" }, "action_trigger": { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + { "$ref": "#/components/schemas/PhraseBasedActionTrigger-Output" } ], "title": "Action Trigger", "default": { "type": "action_trigger_function_call", "config": {} }, @@ -1949,7 +1994,7 @@ "propertyName": "type", "mapping": { "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Output" } } } @@ -1963,13 +2008,14 @@ "type": { "type": "string", "enum": ["action_add_to_conference"], + "const": "action_add_to_conference", "title": "Type" }, "config": { "$ref": "#/components/schemas/AddToConferenceConfig" }, "action_trigger": { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + { "$ref": "#/components/schemas/PhraseBasedActionTrigger-Input" } ], "title": "Action Trigger", "default": { "type": "action_trigger_function_call", "config": {} }, @@ -1977,7 +2023,7 @@ "propertyName": "type", "mapping": { "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Input" } } } @@ -1991,6 +2037,7 @@ "type": { "type": "string", "enum": ["action_add_to_conference"], + "const": "action_add_to_conference", "title": "Type" }, "config": { @@ -2005,8 +2052,17 @@ { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } - ] + { + "$ref": "#/components/schemas/PhraseBasedActionTrigger-Input" + } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Input" + } + } }, { "$ref": "#/components/schemas/Undefined" } ], @@ -2033,17 +2089,22 @@ }, "AddToSteeringPoolRequest": { "properties": { - "phone_number": { "type": "string", "title": "Phone Number" } + "phone_number": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Phone Number" + } }, "type": "object", - "required": ["phone_number"], "title": "AddToSteeringPoolRequest" }, "Agent": { "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, - "name": { "type": "string", "title": "Name" }, + "name": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Name" + }, "prompt": { "$ref": "#/components/schemas/Prompt" }, "language": { "allOf": [{ "$ref": "#/components/schemas/Language" }], @@ -2062,12 +2123,12 @@ "discriminator": { "propertyName": "type", "mapping": { - "action_transfer_call": "#/components/schemas/TransferCallAction", - "action_end_conversation": "#/components/schemas/EndConversationAction", - "action_dtmf": "#/components/schemas/DTMFAction", "action_add_to_conference": "#/components/schemas/AddToConferenceAction", + "action_dtmf": "#/components/schemas/DTMFAction", + "action_end_conversation": "#/components/schemas/EndConversationAction", + "action_external": "#/components/schemas/ExternalAction", "action_set_hold": "#/components/schemas/SetHoldAction", - "action_external": "#/components/schemas/ExternalAction" + "action_transfer_call": "#/components/schemas/TransferCallAction" } } }, @@ -2079,29 +2140,45 @@ { "$ref": "#/components/schemas/AzureVoice" }, { "$ref": "#/components/schemas/RimeVoice" }, { "$ref": "#/components/schemas/ElevenLabsVoice" }, - { "$ref": "#/components/schemas/PlayHtVoice" } + { "$ref": "#/components/schemas/PlayHtVoice" }, + { "$ref": "#/components/schemas/VocodeVoice" } ], "title": "Voice", "discriminator": { "propertyName": "type", "mapping": { "voice_azure": "#/components/schemas/AzureVoice", - "voice_rime": "#/components/schemas/RimeVoice", "voice_eleven_labs": "#/components/schemas/ElevenLabsVoice", - "voice_play_ht": "#/components/schemas/PlayHtVoice" + "voice_play_ht": "#/components/schemas/PlayHtVoice", + "voice_rime": "#/components/schemas/RimeVoice", + "voice_vocode": "#/components/schemas/VocodeVoice" } } }, - "initial_message": { "type": "string", "title": "Initial Message" }, - "webhook": { "$ref": "#/components/schemas/Webhook" }, + "initial_message": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Initial Message" + }, + "webhook": { + "anyOf": [ + { "$ref": "#/components/schemas/Webhook" }, + { "type": "null" } + ] + }, "vector_database": { - "$ref": "#/components/schemas/PineconeVectorDatabase" + "anyOf": [ + { "$ref": "#/components/schemas/PineconeVectorDatabase" }, + { "type": "null" } + ] }, "interrupt_sensitivity": { "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], "default": "low" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "context_endpoint": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Context Endpoint" + }, "noise_suppression": { "type": "boolean", "title": "Noise Suppression", @@ -2130,7 +2207,7 @@ "default": 0.0 }, "openai_model_name_override": { - "type": "string", + "anyOf": [{ "type": "string" }, { "type": "null" }], "title": "Openai Model Name Override" }, "ask_if_human_present_on_idle": { @@ -2139,13 +2216,34 @@ "default": false }, "openai_account_connection": { - "$ref": "#/components/schemas/OpenAIAccountConnection" + "anyOf": [ + { "$ref": "#/components/schemas/OpenAIAccountConnection" }, + { "type": "null" } + ] }, "run_do_not_call_detection": { "type": "boolean", "title": "Run Do Not Call Detection", "default": false }, + "llm_fallback": { + "anyOf": [ + { "$ref": "#/components/schemas/InternalLLMFallback" }, + { "type": "null" } + ] + }, + "deepgram_keywords": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [{ "type": "integer" }, { "type": "number" }] + }, + "type": "object" + }, + { "type": "null" } + ], + "title": "Deepgram Keywords" + }, "llm_temperature": { "type": "number", "title": "Llm Temperature", @@ -2185,7 +2283,10 @@ }, "AgentParams": { "properties": { - "name": { "type": "string", "title": "Name" }, + "name": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Name" + }, "prompt": { "anyOf": [ { "type": "string", "format": "uuid" }, @@ -2213,7 +2314,18 @@ }, { "$ref": "#/components/schemas/SetHoldActionParams" }, { "$ref": "#/components/schemas/ExternalActionParams" } - ] + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_add_to_conference": "#/components/schemas/AddToConferenceActionParams", + "action_dtmf": "#/components/schemas/DTMFActionParams", + "action_end_conversation": "#/components/schemas/EndConversationActionParams", + "action_external": "#/components/schemas/ExternalActionParams", + "action_set_hold": "#/components/schemas/SetHoldActionParams", + "action_transfer_call": "#/components/schemas/TransferCallActionParams" + } + } } ] }, @@ -2229,24 +2341,40 @@ { "$ref": "#/components/schemas/AzureVoiceParams" }, { "$ref": "#/components/schemas/RimeVoiceParams" }, { "$ref": "#/components/schemas/ElevenLabsVoiceParams" }, - { "$ref": "#/components/schemas/PlayHtVoiceParams" } - ] + { "$ref": "#/components/schemas/PlayHtVoiceParams" }, + { "$ref": "#/components/schemas/VocodeVoiceParams" } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "voice_azure": "#/components/schemas/AzureVoiceParams", + "voice_eleven_labs": "#/components/schemas/ElevenLabsVoiceParams", + "voice_play_ht": "#/components/schemas/PlayHtVoiceParams", + "voice_rime": "#/components/schemas/RimeVoiceParams", + "voice_vocode": "#/components/schemas/VocodeVoiceParams" + } + } } ], "title": "Voice" }, - "initial_message": { "type": "string", "title": "Initial Message" }, + "initial_message": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Initial Message" + }, "webhook": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/WebhookParams" } + { "$ref": "#/components/schemas/WebhookParams" }, + { "type": "null" } ], "title": "Webhook" }, "vector_database": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" } + { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" }, + { "type": "null" } ], "title": "Vector Database" }, @@ -2254,7 +2382,10 @@ "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], "default": "low" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "context_endpoint": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Context Endpoint" + }, "noise_suppression": { "type": "boolean", "title": "Noise Suppression", @@ -2283,7 +2414,7 @@ "default": 0.0 }, "openai_model_name_override": { - "type": "string", + "anyOf": [{ "type": "string" }, { "type": "null" }], "title": "Openai Model Name Override" }, "ask_if_human_present_on_idle": { @@ -2294,7 +2425,8 @@ "openai_account_connection": { "anyOf": [ { "$ref": "#/components/schemas/OpenAIAccountConnection" }, - { "type": "string", "format": "uuid" } + { "type": "string", "format": "uuid" }, + { "type": "null" } ], "title": "Openai Account Connection" }, @@ -2303,6 +2435,24 @@ "title": "Run Do Not Call Detection", "default": false }, + "llm_fallback": { + "anyOf": [ + { "$ref": "#/components/schemas/InternalLLMFallback" }, + { "type": "null" } + ] + }, + "deepgram_keywords": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [{ "type": "integer" }, { "type": "number" }] + }, + "type": "object" + }, + { "type": "null" } + ], + "title": "Deepgram Keywords" + }, "llm_temperature": { "type": "number", "title": "Llm Temperature", @@ -2318,7 +2468,8 @@ "name": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Name" }, @@ -2363,7 +2514,18 @@ { "$ref": "#/components/schemas/ExternalActionUpdateParams" } - ] + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_add_to_conference": "#/components/schemas/AddToConferenceActionUpdateParams", + "action_dtmf": "#/components/schemas/DTMFActionUpdateParams", + "action_end_conversation": "#/components/schemas/EndConversationActionUpdateParams", + "action_external": "#/components/schemas/ExternalActionUpdateParams", + "action_set_hold": "#/components/schemas/SetHoldActionUpdateParams", + "action_transfer_call": "#/components/schemas/TransferCallActionUpdateParams" + } + } } ] }, @@ -2383,8 +2545,19 @@ { "$ref": "#/components/schemas/ElevenLabsVoiceUpdateParams" }, - { "$ref": "#/components/schemas/PlayHtVoiceUpdateParams" } - ] + { "$ref": "#/components/schemas/PlayHtVoiceUpdateParams" }, + { "$ref": "#/components/schemas/VocodeVoiceUpdateParams" } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "voice_azure": "#/components/schemas/AzureVoiceUpdateParams", + "voice_eleven_labs": "#/components/schemas/ElevenLabsVoiceUpdateParams", + "voice_play_ht": "#/components/schemas/PlayHtVoiceUpdateParams", + "voice_rime": "#/components/schemas/RimeVoiceUpdateParams", + "voice_vocode": "#/components/schemas/VocodeVoiceUpdateParams" + } + } }, { "$ref": "#/components/schemas/Undefined" } ], @@ -2393,7 +2566,8 @@ "initial_message": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Initial Message" }, @@ -2401,7 +2575,8 @@ "anyOf": [ { "type": "string", "format": "uuid" }, { "$ref": "#/components/schemas/WebhookUpdateParams" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Webhook" }, @@ -2411,7 +2586,8 @@ { "$ref": "#/components/schemas/PineconeVectorDatabaseUpdateParams" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Vector Database" }, @@ -2425,7 +2601,8 @@ "context_endpoint": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Context Endpoint" }, @@ -2467,7 +2644,8 @@ "openai_model_name_override": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Openai Model Name Override" }, @@ -2482,7 +2660,8 @@ "anyOf": [ { "$ref": "#/components/schemas/OpenAIAccountConnection" }, { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Openai Account Connection" }, @@ -2492,6 +2671,27 @@ { "$ref": "#/components/schemas/Undefined" } ], "title": "Run Do Not Call Detection" + }, + "llm_fallback": { + "anyOf": [ + { "$ref": "#/components/schemas/InternalLLMFallback" }, + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } + ], + "title": "Llm Fallback" + }, + "deepgram_keywords": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [{ "type": "integer" }, { "type": "number" }] + }, + "type": "object" + }, + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } + ], + "title": "Deepgram Keywords" } }, "type": "object", @@ -2504,6 +2704,7 @@ "type": { "type": "string", "enum": ["voice_azure"], + "const": "voice_azure", "title": "Type" }, "voice_name": { "type": "string", "title": "Voice Name" }, @@ -2519,6 +2720,7 @@ "type": { "type": "string", "enum": ["voice_azure"], + "const": "voice_azure", "title": "Type" }, "voice_name": { "type": "string", "title": "Voice Name" }, @@ -2534,6 +2736,7 @@ "type": { "type": "string", "enum": ["voice_azure"], + "const": "voice_azure", "title": "Type" }, "voice_name": { @@ -2564,7 +2767,10 @@ }, "BuyPhoneNumberRequest": { "properties": { - "area_code": { "type": "string", "title": "Area Code" }, + "area_code": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Area Code" + }, "telephony_provider": { "type": "string", "enum": ["vonage", "twilio"], @@ -2572,9 +2778,20 @@ "default": "vonage" }, "telephony_account_connection": { - "type": "string", - "format": "uuid", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "type": "null" } + ], "title": "Telephony Account Connection" + }, + "inbound_agent": { + "anyOf": [ + { "$ref": "#/components/schemas/AgentParams" }, + { "type": "string", "format": "uuid" }, + { "type": "string", "enum": ["default"], "const": "default" }, + { "type": "null" } + ], + "title": "Inbound Agent" } }, "type": "object", @@ -2588,52 +2805,93 @@ "allOf": [{ "$ref": "#/components/schemas/CallStatus" }], "default": "not_started" }, - "error_message": { "type": "string", "title": "Error Message" }, + "error_message": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Error Message" + }, "recording_available": { "type": "boolean", "title": "Recording Available", "default": false }, - "transcript": { "type": "string", "title": "Transcript" }, + "transcript": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Transcript" + }, "human_detection_result": { - "type": "string", - "enum": ["human", "no_human"], + "anyOf": [ + { "type": "string", "enum": ["human", "no_human"] }, + { "type": "null" } + ], "title": "Human Detection Result" }, "do_not_call_result": { - "type": "boolean", + "anyOf": [{ "type": "boolean" }, { "type": "null" }], "title": "Do Not Call Result" }, - "telephony_id": { "type": "string", "title": "Telephony Id" }, + "telephony_id": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Telephony Id" + }, "stage": { - "type": "string", - "enum": [ - "created", - "picked_up", - "transfer_started", - "transfer_successful" + "anyOf": [ + { + "type": "string", + "enum": [ + "created", + "picked_up", + "transfer_started", + "transfer_successful" + ] + }, + { "type": "null" } ], "title": "Stage" }, "stage_outcome": { - "type": "string", - "enum": [ - "human_unanswered", - "call_did_not_connect", - "human_disconnected", - "bot_disconnected", - "transfer_unanswered", - "transfer_disconnected" + "anyOf": [ + { + "type": "string", + "enum": [ + "human_unanswered", + "call_did_not_connect", + "human_disconnected", + "bot_disconnected", + "transfer_unanswered", + "transfer_disconnected" + ] + }, + { "type": "null" } ], "title": "Stage Outcome" }, "telephony_metadata": { "anyOf": [ - { "$ref": "#/components/schemas/VonageTelephonyMetadata" }, - { "$ref": "#/components/schemas/TwilioTelephonyMetadata" } + { + "oneOf": [ + { "$ref": "#/components/schemas/VonageTelephonyMetadata" }, + { "$ref": "#/components/schemas/TwilioTelephonyMetadata" } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "telephony_metadata_twilio": "#/components/schemas/TwilioTelephonyMetadata", + "telephony_metadata_vonage": "#/components/schemas/VonageTelephonyMetadata" + } + } + }, + { "type": "null" } ], "title": "Telephony Metadata" }, + "start_time": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Start Time" + }, + "end_time": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "End Time" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "$ref": "#/components/schemas/Agent" }, @@ -2646,41 +2904,46 @@ "type": "string", "title": "Agent Phone Number" }, - "start_time": { - "type": "string", - "format": "date-time", - "title": "Start Time" - }, - "end_time": { - "type": "string", - "format": "date-time", - "title": "End Time" - }, "hipaa_compliant": { "type": "boolean", "title": "Hipaa Compliant", "default": false }, "on_no_human_answer": { - "type": "string", - "enum": ["continue", "hangup"], + "anyOf": [ + { "type": "string", "enum": ["continue", "hangup"] }, + { "type": "null" } + ], "title": "On No Human Answer" }, "context": { - "additionalProperties": { "type": "string" }, - "type": "object", + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "type": "null" } + ], "title": "Context" }, "run_do_not_call_detection": { - "type": "boolean", + "anyOf": [{ "type": "boolean" }, { "type": "null" }], "title": "Run Do Not Call Detection" }, "telephony_account_connection": { - "$ref": "#/components/schemas/TwilioAccountConnection" + "anyOf": [ + { "$ref": "#/components/schemas/TwilioAccountConnection" }, + { "type": "null" } + ] }, "telephony_params": { - "additionalProperties": { "type": "string" }, - "type": "object", + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "type": "null" } + ], "title": "Telephony Params" } }, @@ -2726,19 +2989,22 @@ "CallStatus": { "type": "string", "enum": ["not_started", "in_progress", "error", "ended"], - "title": "CallStatus", - "description": "An enumeration." + "title": "CallStatus" }, "CollectField": { "properties": { "field_type": { "type": "string", "enum": ["field_type_email"], + "const": "field_type_email", "title": "Field Type" }, "label": { "type": "string", "title": "Label" }, "name": { "type": "string", "title": "Name" }, - "description": { "type": "string", "title": "Description" } + "description": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Description" + } }, "type": "object", "required": ["field_type", "label", "name"], @@ -2746,7 +3012,10 @@ }, "CreateCallAgentParams": { "properties": { - "name": { "type": "string", "title": "Name" }, + "name": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Name" + }, "prompt": { "anyOf": [ { "type": "string", "format": "uuid" }, @@ -2774,7 +3043,18 @@ }, { "$ref": "#/components/schemas/SetHoldActionParams" }, { "$ref": "#/components/schemas/ExternalActionParams" } - ] + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_add_to_conference": "#/components/schemas/AddToConferenceActionParams", + "action_dtmf": "#/components/schemas/DTMFActionParams", + "action_end_conversation": "#/components/schemas/EndConversationActionParams", + "action_external": "#/components/schemas/ExternalActionParams", + "action_set_hold": "#/components/schemas/SetHoldActionParams", + "action_transfer_call": "#/components/schemas/TransferCallActionParams" + } + } } ] }, @@ -2790,24 +3070,40 @@ { "$ref": "#/components/schemas/AzureVoiceParams" }, { "$ref": "#/components/schemas/RimeVoiceParams" }, { "$ref": "#/components/schemas/ElevenLabsVoiceParams" }, - { "$ref": "#/components/schemas/PlayHtVoiceParams" } - ] + { "$ref": "#/components/schemas/PlayHtVoiceParams" }, + { "$ref": "#/components/schemas/VocodeVoiceParams" } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "voice_azure": "#/components/schemas/AzureVoiceParams", + "voice_eleven_labs": "#/components/schemas/ElevenLabsVoiceParams", + "voice_play_ht": "#/components/schemas/PlayHtVoiceParams", + "voice_rime": "#/components/schemas/RimeVoiceParams", + "voice_vocode": "#/components/schemas/VocodeVoiceParams" + } + } } ], "title": "Voice" }, - "initial_message": { "type": "string", "title": "Initial Message" }, + "initial_message": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Initial Message" + }, "webhook": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/WebhookParams" } + { "$ref": "#/components/schemas/WebhookParams" }, + { "type": "null" } ], "title": "Webhook" }, "vector_database": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" } + { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" }, + { "type": "null" } ], "title": "Vector Database" }, @@ -2815,7 +3111,10 @@ "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], "default": "low" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "context_endpoint": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Context Endpoint" + }, "noise_suppression": { "type": "boolean", "title": "Noise Suppression", @@ -2844,7 +3143,7 @@ "default": 0.0 }, "openai_model_name_override": { - "type": "string", + "anyOf": [{ "type": "string" }, { "type": "null" }], "title": "Openai Model Name Override" }, "ask_if_human_present_on_idle": { @@ -2855,7 +3154,8 @@ "openai_account_connection": { "anyOf": [ { "$ref": "#/components/schemas/OpenAIAccountConnection" }, - { "type": "string", "format": "uuid" } + { "type": "string", "format": "uuid" }, + { "type": "null" } ], "title": "Openai Account Connection" }, @@ -2864,6 +3164,24 @@ "title": "Run Do Not Call Detection", "default": false }, + "llm_fallback": { + "anyOf": [ + { "$ref": "#/components/schemas/InternalLLMFallback" }, + { "type": "null" } + ] + }, + "deepgram_keywords": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [{ "type": "integer" }, { "type": "number" }] + }, + "type": "object" + }, + { "type": "null" } + ], + "title": "Deepgram Keywords" + }, "llm_temperature": { "type": "number", "title": "Llm Temperature", @@ -2892,7 +3210,7 @@ "default": "continue" }, "run_do_not_call_detection": { - "type": "boolean", + "anyOf": [{ "type": "boolean" }, { "type": "null" }], "title": "Run Do Not Call Detection" }, "hipaa_compliant": { @@ -2901,13 +3219,23 @@ "default": false }, "context": { - "additionalProperties": { "type": "string" }, - "type": "object", + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "type": "null" } + ], "title": "Context" }, "telephony_params": { - "additionalProperties": { "type": "string" }, - "type": "object", + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "type": "null" } + ], "title": "Telephony Params" } }, @@ -2922,23 +3250,15 @@ "type": { "type": "string", "enum": ["action_dtmf"], + "const": "action_dtmf", "title": "Type" }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, "action_trigger": { - "oneOf": [ - { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + "allOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" } ], - "title": "Action Trigger", - "default": { "type": "action_trigger_function_call", "config": {} }, - "discriminator": { - "propertyName": "type", - "mapping": { - "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" - } - } + "default": { "type": "action_trigger_function_call", "config": {} } } }, "type": "object", @@ -2950,23 +3270,15 @@ "type": { "type": "string", "enum": ["action_dtmf"], + "const": "action_dtmf", "title": "Type" }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, "action_trigger": { - "oneOf": [ - { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + "allOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" } ], - "title": "Action Trigger", - "default": { "type": "action_trigger_function_call", "config": {} }, - "discriminator": { - "propertyName": "type", - "mapping": { - "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" - } - } + "default": { "type": "action_trigger_function_call", "config": {} } } }, "type": "object", @@ -2978,6 +3290,7 @@ "type": { "type": "string", "enum": ["action_dtmf"], + "const": "action_dtmf", "title": "Type" }, "config": { @@ -2989,12 +3302,7 @@ }, "action_trigger": { "anyOf": [ - { - "oneOf": [ - { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } - ] - }, + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, { "$ref": "#/components/schemas/Undefined" } ], "title": "Action Trigger", @@ -3012,17 +3320,30 @@ "type": { "type": "string", "enum": ["voice_eleven_labs"], + "const": "voice_eleven_labs", "title": "Type" }, "voice_id": { "type": "string", "title": "Voice Id" }, - "stability": { "type": "number", "title": "Stability" }, - "similarity_boost": { "type": "number", "title": "Similarity Boost" }, - "api_key": { "type": "string", "title": "Api Key" }, + "stability": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Stability" + }, + "similarity_boost": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Similarity Boost" + }, + "api_key": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Api Key" + }, "optimize_streaming_latency": { - "type": "integer", + "anyOf": [{ "type": "integer" }, { "type": "null" }], "title": "Optimize Streaming Latency" }, - "model_id": { "type": "string", "title": "Model Id" }, + "model_id": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Model Id" + }, "experimental_input_streaming": { "type": "boolean", "title": "Experimental Input Streaming", @@ -3038,17 +3359,30 @@ "type": { "type": "string", "enum": ["voice_eleven_labs"], + "const": "voice_eleven_labs", "title": "Type" }, "voice_id": { "type": "string", "title": "Voice Id" }, - "stability": { "type": "number", "title": "Stability" }, - "similarity_boost": { "type": "number", "title": "Similarity Boost" }, - "api_key": { "type": "string", "title": "Api Key" }, + "stability": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Stability" + }, + "similarity_boost": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Similarity Boost" + }, + "api_key": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Api Key" + }, "optimize_streaming_latency": { - "type": "integer", + "anyOf": [{ "type": "integer" }, { "type": "null" }], "title": "Optimize Streaming Latency" }, - "model_id": { "type": "string", "title": "Model Id" }, + "model_id": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Model Id" + }, "experimental_input_streaming": { "type": "boolean", "title": "Experimental Input Streaming", @@ -3064,6 +3398,7 @@ "type": { "type": "string", "enum": ["voice_eleven_labs"], + "const": "voice_eleven_labs", "title": "Type" }, "voice_id": { @@ -3076,35 +3411,40 @@ "stability": { "anyOf": [ { "type": "number" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Stability" }, "similarity_boost": { "anyOf": [ { "type": "number" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Similarity Boost" }, "api_key": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Api Key" }, "optimize_streaming_latency": { "anyOf": [ { "type": "integer" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Optimize Streaming Latency" }, "model_id": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Model Id" }, @@ -3132,13 +3472,14 @@ "type": { "type": "string", "enum": ["action_end_conversation"], + "const": "action_end_conversation", "title": "Type" }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, "action_trigger": { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + { "$ref": "#/components/schemas/PhraseBasedActionTrigger-Output" } ], "title": "Action Trigger", "default": { "type": "action_trigger_function_call", "config": {} }, @@ -3146,7 +3487,7 @@ "propertyName": "type", "mapping": { "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Output" } } } @@ -3160,13 +3501,14 @@ "type": { "type": "string", "enum": ["action_end_conversation"], + "const": "action_end_conversation", "title": "Type" }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, "action_trigger": { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + { "$ref": "#/components/schemas/PhraseBasedActionTrigger-Input" } ], "title": "Action Trigger", "default": { "type": "action_trigger_function_call", "config": {} }, @@ -3174,7 +3516,7 @@ "propertyName": "type", "mapping": { "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Input" } } } @@ -3188,6 +3530,7 @@ "type": { "type": "string", "enum": ["action_end_conversation"], + "const": "action_end_conversation", "title": "Type" }, "config": { @@ -3202,8 +3545,17 @@ { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } - ] + { + "$ref": "#/components/schemas/PhraseBasedActionTrigger-Input" + } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Input" + } + } }, { "$ref": "#/components/schemas/Undefined" } ], @@ -3227,8 +3579,7 @@ "event_recording", "event_human_detection" ], - "title": "EventType", - "description": "An enumeration." + "title": "EventType" }, "ExternalAction": { "properties": { @@ -3237,23 +3588,15 @@ "type": { "type": "string", "enum": ["action_external"], + "const": "action_external", "title": "Type" }, "config": { "$ref": "#/components/schemas/ExternalActionConfig" }, "action_trigger": { - "oneOf": [ - { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + "allOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" } ], - "title": "Action Trigger", - "default": { "type": "action_trigger_function_call", "config": {} }, - "discriminator": { - "propertyName": "type", - "mapping": { - "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" - } - } + "default": { "type": "action_trigger_function_call", "config": {} } } }, "type": "object", @@ -3265,6 +3608,7 @@ "processing_mode": { "type": "string", "enum": ["muted"], + "const": "muted", "title": "Processing Mode", "default": "muted" }, @@ -3273,7 +3617,11 @@ "url": { "type": "string", "title": "Url" }, "input_schema": { "type": "object", "title": "Input Schema" }, "speak_on_send": { "type": "boolean", "title": "Speak On Send" }, - "speak_on_receive": { "type": "boolean", "title": "Speak On Receive" } + "speak_on_receive": { + "type": "boolean", + "title": "Speak On Receive" + }, + "signature_secret": { "type": "string", "title": "Signature Secret" } }, "type": "object", "required": [ @@ -3291,23 +3639,15 @@ "type": { "type": "string", "enum": ["action_external"], + "const": "action_external", "title": "Type" }, "config": { "$ref": "#/components/schemas/ExternalActionConfig" }, "action_trigger": { - "oneOf": [ - { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + "allOf": [ + { "$ref": "#/components/schemas/FunctionCallActionTrigger" } ], - "title": "Action Trigger", - "default": { "type": "action_trigger_function_call", "config": {} }, - "discriminator": { - "propertyName": "type", - "mapping": { - "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" - } - } + "default": { "type": "action_trigger_function_call", "config": {} } } }, "type": "object", @@ -3319,6 +3659,7 @@ "type": { "type": "string", "enum": ["action_external"], + "const": "action_external", "title": "Type" }, "config": { @@ -3330,12 +3671,7 @@ }, "action_trigger": { "anyOf": [ - { - "oneOf": [ - { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } - ] - }, + { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, { "$ref": "#/components/schemas/Undefined" } ], "title": "Action Trigger", @@ -3351,6 +3687,7 @@ "type": { "type": "string", "enum": ["action_trigger_function_call"], + "const": "action_trigger_function_call", "title": "Type" }, "config": { @@ -3369,8 +3706,7 @@ "HTTPMethod": { "type": "string", "enum": ["GET", "POST"], - "title": "HTTPMethod", - "description": "An enumeration." + "title": "HTTPMethod" }, "HTTPValidationError": { "properties": { @@ -3383,11 +3719,23 @@ "type": "object", "title": "HTTPValidationError" }, + "InternalLLMFallback": { + "properties": { + "provider": { + "type": "string", + "enum": ["openai", "azure"], + "title": "Provider" + }, + "model_name": { "type": "string", "title": "Model Name" } + }, + "type": "object", + "required": ["provider", "model_name"], + "title": "InternalLLMFallback" + }, "InterruptSensitivity": { "type": "string", "enum": ["low", "high"], - "title": "InterruptSensitivity", - "description": "An enumeration." + "title": "InterruptSensitivity" }, "Language": { "type": "string", @@ -3404,8 +3752,7 @@ "ja", "ko" ], - "title": "Language", - "description": "An enumeration." + "title": "Language" }, "LinkPhoneNumberRequest": { "properties": { @@ -3419,6 +3766,15 @@ "type": "boolean", "title": "Outbound Only", "default": false + }, + "inbound_agent": { + "anyOf": [ + { "$ref": "#/components/schemas/AgentParams" }, + { "type": "string", "format": "uuid" }, + { "type": "string", "enum": ["default"], "const": "default" }, + { "type": "null" } + ], + "title": "Inbound Agent" } }, "type": "object", @@ -3429,7 +3785,10 @@ "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, - "name": { "type": "string", "title": "Name" }, + "name": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Name" + }, "prompt": { "anyOf": [ { "type": "string", "format": "uuid" }, @@ -3447,12 +3806,22 @@ "title": "Actions" }, "voice": { "type": "string", "format": "uuid", "title": "Voice" }, - "initial_message": { "type": "string", "title": "Initial Message" }, - "webhook": { "type": "string", "format": "uuid", "title": "Webhook" }, + "initial_message": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Initial Message" + }, + "webhook": { + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "type": "null" } + ], + "title": "Webhook" + }, "vector_database": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" } + { "$ref": "#/components/schemas/PineconeVectorDatabaseParams" }, + { "type": "null" } ], "title": "Vector Database" }, @@ -3460,7 +3829,10 @@ "allOf": [{ "$ref": "#/components/schemas/InterruptSensitivity" }], "default": "low" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "context_endpoint": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Context Endpoint" + }, "noise_suppression": { "type": "boolean", "title": "Noise Suppression", @@ -3489,7 +3861,7 @@ "default": 0.0 }, "openai_model_name_override": { - "type": "string", + "anyOf": [{ "type": "string" }, { "type": "null" }], "title": "Openai Model Name Override" }, "ask_if_human_present_on_idle": { @@ -3500,7 +3872,8 @@ "openai_account_connection": { "anyOf": [ { "$ref": "#/components/schemas/OpenAIAccountConnection" }, - { "type": "string", "format": "uuid" } + { "type": "string", "format": "uuid" }, + { "type": "null" } ], "title": "Openai Account Connection" }, @@ -3509,6 +3882,24 @@ "title": "Run Do Not Call Detection", "default": false }, + "llm_fallback": { + "anyOf": [ + { "$ref": "#/components/schemas/InternalLLMFallback" }, + { "type": "null" } + ] + }, + "deepgram_keywords": { + "anyOf": [ + { + "additionalProperties": { + "anyOf": [{ "type": "integer" }, { "type": "number" }] + }, + "type": "object" + }, + { "type": "null" } + ], + "title": "Deepgram Keywords" + }, "llm_temperature": { "type": "number", "title": "Llm Temperature", @@ -3527,52 +3918,93 @@ "allOf": [{ "$ref": "#/components/schemas/CallStatus" }], "default": "not_started" }, - "error_message": { "type": "string", "title": "Error Message" }, + "error_message": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Error Message" + }, "recording_available": { "type": "boolean", "title": "Recording Available", "default": false }, - "transcript": { "type": "string", "title": "Transcript" }, + "transcript": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Transcript" + }, "human_detection_result": { - "type": "string", - "enum": ["human", "no_human"], + "anyOf": [ + { "type": "string", "enum": ["human", "no_human"] }, + { "type": "null" } + ], "title": "Human Detection Result" }, "do_not_call_result": { - "type": "boolean", + "anyOf": [{ "type": "boolean" }, { "type": "null" }], "title": "Do Not Call Result" }, - "telephony_id": { "type": "string", "title": "Telephony Id" }, + "telephony_id": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Telephony Id" + }, "stage": { - "type": "string", - "enum": [ - "created", - "picked_up", - "transfer_started", - "transfer_successful" + "anyOf": [ + { + "type": "string", + "enum": [ + "created", + "picked_up", + "transfer_started", + "transfer_successful" + ] + }, + { "type": "null" } ], "title": "Stage" }, "stage_outcome": { - "type": "string", - "enum": [ - "human_unanswered", - "call_did_not_connect", - "human_disconnected", - "bot_disconnected", - "transfer_unanswered", - "transfer_disconnected" + "anyOf": [ + { + "type": "string", + "enum": [ + "human_unanswered", + "call_did_not_connect", + "human_disconnected", + "bot_disconnected", + "transfer_unanswered", + "transfer_disconnected" + ] + }, + { "type": "null" } ], "title": "Stage Outcome" }, "telephony_metadata": { "anyOf": [ - { "$ref": "#/components/schemas/VonageTelephonyMetadata" }, - { "$ref": "#/components/schemas/TwilioTelephonyMetadata" } + { + "oneOf": [ + { "$ref": "#/components/schemas/VonageTelephonyMetadata" }, + { "$ref": "#/components/schemas/TwilioTelephonyMetadata" } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "telephony_metadata_twilio": "#/components/schemas/TwilioTelephonyMetadata", + "telephony_metadata_vonage": "#/components/schemas/VonageTelephonyMetadata" + } + } + }, + { "type": "null" } ], "title": "Telephony Metadata" }, + "start_time": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Start Time" + }, + "end_time": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "End Time" + }, "to_number": { "type": "string", "title": "To Number" }, "from_number": { "type": "string", "title": "From Number" }, "agent": { "type": "string", "format": "uuid", "title": "Agent" }, @@ -3585,45 +4017,48 @@ "type": "string", "title": "Agent Phone Number" }, - "start_time": { - "type": "string", - "format": "date-time", - "title": "Start Time" - }, - "end_time": { - "type": "string", - "format": "date-time", - "title": "End Time" - }, "hipaa_compliant": { "type": "boolean", "title": "Hipaa Compliant", "default": false }, "on_no_human_answer": { - "type": "string", - "enum": ["continue", "hangup"], + "anyOf": [ + { "type": "string", "enum": ["continue", "hangup"] }, + { "type": "null" } + ], "title": "On No Human Answer" }, "context": { - "additionalProperties": { "type": "string" }, - "type": "object", + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "type": "null" } + ], "title": "Context" }, "run_do_not_call_detection": { - "type": "boolean", + "anyOf": [{ "type": "boolean" }, { "type": "null" }], "title": "Run Do Not Call Detection" }, "telephony_account_connection": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/TwilioAccountConnection" } + { "$ref": "#/components/schemas/TwilioAccountConnection" }, + { "type": "null" } ], "title": "Telephony Account Connection" }, "telephony_params": { - "additionalProperties": { "type": "string" }, - "type": "object", + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "type": "null" } + ], "title": "Telephony Params" } }, @@ -3646,8 +4081,10 @@ "active": { "type": "boolean", "title": "Active", "default": true }, "label": { "type": "string", "title": "Label", "default": "" }, "inbound_agent": { - "type": "string", - "format": "uuid", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "type": "null" } + ], "title": "Inbound Agent" }, "outbound_only": { @@ -3656,8 +4093,13 @@ "default": false }, "example_context": { - "additionalProperties": { "type": "string" }, - "type": "object", + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "type": "null" } + ], "title": "Example Context" }, "number": { "type": "string", "title": "Number" }, @@ -3670,13 +4112,14 @@ "telephony_account_connection": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/TwilioAccountConnection" } + { "$ref": "#/components/schemas/TwilioAccountConnection" }, + { "type": "null" } ], "title": "Telephony Account Connection" } }, "type": "object", - "required": ["id", "user_id", "inbound_agent", "number"], + "required": ["id", "user_id", "number"], "title": "NormalizedPhoneNumber" }, "NormalizedPrompt": { @@ -3685,14 +4128,24 @@ "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "content": { "type": "string", "title": "Content", "default": "" }, "collect_fields": { - "items": { "$ref": "#/components/schemas/CollectField" }, - "type": "array", + "anyOf": [ + { + "items": { "$ref": "#/components/schemas/CollectField" }, + "type": "array" + }, + { "type": "null" } + ], "title": "Collect Fields" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "context_endpoint": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Context Endpoint" + }, "prompt_template": { - "type": "string", - "format": "uuid", + "anyOf": [ + { "type": "string", "format": "uuid" }, + { "type": "null" } + ], "title": "Prompt Template" } }, @@ -3708,6 +4161,7 @@ "type": { "type": "string", "enum": ["account_connection_openai"], + "const": "account_connection_openai", "title": "Type" } }, @@ -3721,6 +4175,7 @@ "type": { "type": "string", "enum": ["account_connection_openai"], + "const": "account_connection_openai", "title": "Type" } }, @@ -3740,6 +4195,7 @@ "type": { "type": "string", "enum": ["account_connection_openai"], + "const": "account_connection_openai", "title": "Type" } }, @@ -3761,15 +4217,25 @@ "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "active": { "type": "boolean", "title": "Active", "default": true }, "label": { "type": "string", "title": "Label", "default": "" }, - "inbound_agent": { "$ref": "#/components/schemas/Agent" }, + "inbound_agent": { + "anyOf": [ + { "$ref": "#/components/schemas/Agent" }, + { "type": "null" } + ] + }, "outbound_only": { "type": "boolean", "title": "Outbound Only", "default": false }, "example_context": { - "additionalProperties": { "type": "string" }, - "type": "object", + "anyOf": [ + { + "additionalProperties": { "type": "string" }, + "type": "object" + }, + { "type": "null" } + ], "title": "Example Context" }, "number": { "type": "string", "title": "Number" }, @@ -3780,11 +4246,14 @@ "default": "vonage" }, "telephony_account_connection": { - "$ref": "#/components/schemas/TwilioAccountConnection" + "anyOf": [ + { "$ref": "#/components/schemas/TwilioAccountConnection" }, + { "type": "null" } + ] } }, "type": "object", - "required": ["id", "user_id", "inbound_agent", "number"], + "required": ["id", "user_id", "number"], "title": "PhoneNumber" }, "PhoneNumberPage": { @@ -3814,11 +4283,28 @@ ], "title": "PhoneNumberPage" }, - "PhraseBasedActionTrigger": { + "PhraseBasedActionTrigger-Input": { + "properties": { + "type": { + "type": "string", + "enum": ["action_trigger_phrase_based"], + "const": "action_trigger_phrase_based", + "title": "Type" + }, + "config": { + "$ref": "#/components/schemas/PhraseBasedActionTriggerConfig" + } + }, + "type": "object", + "required": ["type", "config"], + "title": "PhraseBasedActionTrigger" + }, + "PhraseBasedActionTrigger-Output": { "properties": { "type": { "type": "string", "enum": ["action_trigger_phrase_based"], + "const": "action_trigger_phrase_based", "title": "Type" }, "config": { @@ -3847,7 +4333,8 @@ "conditions": { "items": { "type": "string", - "enum": ["phrase_condition_type_contains"] + "enum": ["phrase_condition_type_contains"], + "const": "phrase_condition_type_contains" }, "type": "array", "title": "Conditions" @@ -3864,6 +4351,7 @@ "type": { "type": "string", "enum": ["vector_database_pinecone"], + "const": "vector_database_pinecone", "title": "Type" }, "index": { "type": "string", "title": "Index" }, @@ -3886,6 +4374,7 @@ "type": { "type": "string", "enum": ["vector_database_pinecone"], + "const": "vector_database_pinecone", "title": "Type" }, "index": { "type": "string", "title": "Index" }, @@ -3901,6 +4390,7 @@ "type": { "type": "string", "enum": ["vector_database_pinecone"], + "const": "vector_database_pinecone", "title": "Type" }, "index": { @@ -3937,8 +4427,7 @@ "plan_enterprise", "plan_unlimited" ], - "title": "PlanType", - "description": "An enumeration." + "title": "PlanType" }, "PlayHtVoice": { "properties": { @@ -3947,27 +4436,54 @@ "type": { "type": "string", "enum": ["voice_play_ht"], + "const": "voice_play_ht", "title": "Type" }, "voice_id": { "type": "string", "title": "Voice Id" }, - "api_user_id": { "type": "string", "title": "Api User Id" }, - "api_key": { "type": "string", "title": "Api Key" }, + "api_user_id": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Api User Id" + }, + "api_key": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Api Key" + }, "version": { "type": "string", "enum": ["1", "2"], "title": "Version", "default": "2" }, - "speed": { "type": "number", "title": "Speed" }, + "speed": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Speed" + }, "quality": { - "type": "string", - "enum": ["faster", "draft", "low", "medium", "high", "premium"], + "anyOf": [ + { + "type": "string", + "enum": ["faster", "draft", "low", "medium", "high", "premium"] + }, + { "type": "null" } + ], "title": "Quality" }, - "temperature": { "type": "number", "title": "Temperature" }, - "top_p": { "type": "number", "title": "Top P" }, - "text_guidance": { "type": "number", "title": "Text Guidance" }, - "voice_guidance": { "type": "number", "title": "Voice Guidance" }, + "temperature": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Temperature" + }, + "top_p": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Top P" + }, + "text_guidance": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Text Guidance" + }, + "voice_guidance": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Voice Guidance" + }, "experimental_remove_silence": { "type": "boolean", "title": "Experimental Remove Silence", @@ -3983,27 +4499,54 @@ "type": { "type": "string", "enum": ["voice_play_ht"], + "const": "voice_play_ht", "title": "Type" }, "voice_id": { "type": "string", "title": "Voice Id" }, - "api_user_id": { "type": "string", "title": "Api User Id" }, - "api_key": { "type": "string", "title": "Api Key" }, + "api_user_id": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Api User Id" + }, + "api_key": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Api Key" + }, "version": { "type": "string", "enum": ["1", "2"], "title": "Version", "default": "2" }, - "speed": { "type": "number", "title": "Speed" }, + "speed": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Speed" + }, "quality": { - "type": "string", - "enum": ["faster", "draft", "low", "medium", "high", "premium"], + "anyOf": [ + { + "type": "string", + "enum": ["faster", "draft", "low", "medium", "high", "premium"] + }, + { "type": "null" } + ], "title": "Quality" }, - "temperature": { "type": "number", "title": "Temperature" }, - "top_p": { "type": "number", "title": "Top P" }, - "text_guidance": { "type": "number", "title": "Text Guidance" }, - "voice_guidance": { "type": "number", "title": "Voice Guidance" }, + "temperature": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Temperature" + }, + "top_p": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Top P" + }, + "text_guidance": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Text Guidance" + }, + "voice_guidance": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Voice Guidance" + }, "experimental_remove_silence": { "type": "boolean", "title": "Experimental Remove Silence", @@ -4019,6 +4562,7 @@ "type": { "type": "string", "enum": ["voice_play_ht"], + "const": "voice_play_ht", "title": "Type" }, "voice_id": { @@ -4031,14 +4575,16 @@ "api_user_id": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Api User Id" }, "api_key": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Api Key" }, @@ -4052,7 +4598,8 @@ "speed": { "anyOf": [ { "type": "number" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Speed" }, @@ -4062,35 +4609,40 @@ "type": "string", "enum": ["faster", "draft", "low", "medium", "high", "premium"] }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Quality" }, "temperature": { "anyOf": [ { "type": "number" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Temperature" }, "top_p": { "anyOf": [ { "type": "number" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Top P" }, "text_guidance": { "anyOf": [ { "type": "number" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Text Guidance" }, "voice_guidance": { "anyOf": [ { "type": "number" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Voice Guidance" }, @@ -4112,12 +4664,25 @@ "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "content": { "type": "string", "title": "Content", "default": "" }, "collect_fields": { - "items": { "$ref": "#/components/schemas/CollectField" }, - "type": "array", + "anyOf": [ + { + "items": { "$ref": "#/components/schemas/CollectField" }, + "type": "array" + }, + { "type": "null" } + ], "title": "Collect Fields" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" }, - "prompt_template": { "$ref": "#/components/schemas/PromptTemplate" } + "context_endpoint": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Context Endpoint" + }, + "prompt_template": { + "anyOf": [ + { "$ref": "#/components/schemas/PromptTemplate" }, + { "type": "null" } + ] + } }, "type": "object", "required": ["id", "user_id"], @@ -4154,15 +4719,24 @@ "properties": { "content": { "type": "string", "title": "Content", "default": "" }, "collect_fields": { - "items": { "$ref": "#/components/schemas/CollectField" }, - "type": "array", + "anyOf": [ + { + "items": { "$ref": "#/components/schemas/CollectField" }, + "type": "array" + }, + { "type": "null" } + ], "title": "Collect Fields" }, - "context_endpoint": { "type": "string", "title": "Context Endpoint" }, + "context_endpoint": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Context Endpoint" + }, "prompt_template": { "anyOf": [ { "type": "string", "format": "uuid" }, - { "$ref": "#/components/schemas/PromptTemplate" } + { "$ref": "#/components/schemas/PromptTemplate" }, + { "type": "null" } ], "title": "Prompt Template" } @@ -4200,14 +4774,16 @@ "items": { "$ref": "#/components/schemas/CollectField" }, "type": "array" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Collect Fields" }, "context_endpoint": { "anyOf": [ { "type": "string" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Context Endpoint" }, @@ -4215,7 +4791,8 @@ "anyOf": [ { "type": "string", "format": "uuid" }, { "$ref": "#/components/schemas/PromptTemplate" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Prompt Template" } @@ -4235,13 +4812,22 @@ "properties": { "id": { "type": "string", "format": "uuid", "title": "Id" }, "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, - "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, + "type": { + "type": "string", + "enum": ["voice_rime"], + "const": "voice_rime", + "title": "Type" + }, "speaker": { "type": "string", "title": "Speaker" }, - "speed_alpha": { "type": "number", "title": "Speed Alpha" }, + "speed_alpha": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Speed Alpha" + }, "model_id": { "anyOf": [ { "type": "string", "enum": ["mist", "v1"] }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Model Id" } @@ -4252,13 +4838,22 @@ }, "RimeVoiceParams": { "properties": { - "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, + "type": { + "type": "string", + "enum": ["voice_rime"], + "const": "voice_rime", + "title": "Type" + }, "speaker": { "type": "string", "title": "Speaker" }, - "speed_alpha": { "type": "number", "title": "Speed Alpha" }, + "speed_alpha": { + "anyOf": [{ "type": "number" }, { "type": "null" }], + "title": "Speed Alpha" + }, "model_id": { "anyOf": [ { "type": "string", "enum": ["mist", "v1"] }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Model Id" } @@ -4269,7 +4864,12 @@ }, "RimeVoiceUpdateParams": { "properties": { - "type": { "type": "string", "enum": ["voice_rime"], "title": "Type" }, + "type": { + "type": "string", + "enum": ["voice_rime"], + "const": "voice_rime", + "title": "Type" + }, "speaker": { "anyOf": [ { "type": "string" }, @@ -4280,14 +4880,16 @@ "speed_alpha": { "anyOf": [ { "type": "number" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Speed Alpha" }, "model_id": { "anyOf": [ { "type": "string", "enum": ["mist", "v1"] }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Model Id" } @@ -4303,13 +4905,14 @@ "type": { "type": "string", "enum": ["action_set_hold"], + "const": "action_set_hold", "title": "Type" }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, "action_trigger": { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + { "$ref": "#/components/schemas/PhraseBasedActionTrigger-Output" } ], "title": "Action Trigger", "default": { "type": "action_trigger_function_call", "config": {} }, @@ -4317,7 +4920,7 @@ "propertyName": "type", "mapping": { "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Output" } } } @@ -4331,13 +4934,14 @@ "type": { "type": "string", "enum": ["action_set_hold"], + "const": "action_set_hold", "title": "Type" }, "config": { "$ref": "#/components/schemas/EmptyActionConfig" }, "action_trigger": { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + { "$ref": "#/components/schemas/PhraseBasedActionTrigger-Input" } ], "title": "Action Trigger", "default": { "type": "action_trigger_function_call", "config": {} }, @@ -4345,7 +4949,7 @@ "propertyName": "type", "mapping": { "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Input" } } } @@ -4359,6 +4963,7 @@ "type": { "type": "string", "enum": ["action_set_hold"], + "const": "action_set_hold", "title": "Type" }, "config": { @@ -4373,8 +4978,17 @@ { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } - ] + { + "$ref": "#/components/schemas/PhraseBasedActionTrigger-Input" + } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Input" + } + } }, { "$ref": "#/components/schemas/Undefined" } ], @@ -4393,13 +5007,14 @@ "type": { "type": "string", "enum": ["action_transfer_call"], + "const": "action_transfer_call", "title": "Type" }, "config": { "$ref": "#/components/schemas/TransferCallConfig" }, "action_trigger": { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + { "$ref": "#/components/schemas/PhraseBasedActionTrigger-Output" } ], "title": "Action Trigger", "default": { "type": "action_trigger_function_call", "config": {} }, @@ -4407,7 +5022,7 @@ "propertyName": "type", "mapping": { "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Output" } } } @@ -4421,13 +5036,14 @@ "type": { "type": "string", "enum": ["action_transfer_call"], + "const": "action_transfer_call", "title": "Type" }, "config": { "$ref": "#/components/schemas/TransferCallConfig" }, "action_trigger": { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } + { "$ref": "#/components/schemas/PhraseBasedActionTrigger-Input" } ], "title": "Action Trigger", "default": { "type": "action_trigger_function_call", "config": {} }, @@ -4435,7 +5051,7 @@ "propertyName": "type", "mapping": { "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", - "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger" + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Input" } } } @@ -4449,6 +5065,7 @@ "type": { "type": "string", "enum": ["action_transfer_call"], + "const": "action_transfer_call", "title": "Type" }, "config": { @@ -4463,8 +5080,17 @@ { "oneOf": [ { "$ref": "#/components/schemas/FunctionCallActionTrigger" }, - { "$ref": "#/components/schemas/PhraseBasedActionTrigger" } - ] + { + "$ref": "#/components/schemas/PhraseBasedActionTrigger-Input" + } + ], + "discriminator": { + "propertyName": "type", + "mapping": { + "action_trigger_function_call": "#/components/schemas/FunctionCallActionTrigger", + "action_trigger_phrase_based": "#/components/schemas/PhraseBasedActionTrigger-Input" + } + } }, { "$ref": "#/components/schemas/Undefined" } ], @@ -4492,6 +5118,7 @@ "type": { "type": "string", "enum": ["account_connection_twilio"], + "const": "account_connection_twilio", "title": "Type" }, "steering_pool": { @@ -4515,6 +5142,7 @@ "type": { "type": "string", "enum": ["account_connection_twilio"], + "const": "account_connection_twilio", "title": "Type" }, "steering_pool": { @@ -4544,6 +5172,7 @@ "type": { "type": "string", "enum": ["account_connection_twilio"], + "const": "account_connection_twilio", "title": "Type" } }, @@ -4571,20 +5200,30 @@ "type": { "type": "string", "enum": ["telephony_metadata_twilio"], + "const": "telephony_metadata_twilio", "title": "Type", "default": "telephony_metadata_twilio" }, - "call_sid": { "type": "string", "title": "Call Sid" }, - "call_status": { "type": "string", "title": "Call Status" }, + "call_sid": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Call Sid" + }, + "call_status": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Call Status" + }, "transfer_call_sid": { - "type": "string", + "anyOf": [{ "type": "string" }, { "type": "null" }], "title": "Transfer Call Sid" }, "transfer_call_status": { - "type": "string", + "anyOf": [{ "type": "string" }, { "type": "null" }], "title": "Transfer Call Status" }, - "conference_sid": { "type": "string", "title": "Conference Sid" } + "conference_sid": { + "anyOf": [{ "type": "string" }, { "type": "null" }], + "title": "Conference Sid" + } }, "type": "object", "title": "TwilioTelephonyMetadata" @@ -4610,7 +5249,8 @@ "additionalProperties": { "type": "string" }, "type": "object" }, - { "$ref": "#/components/schemas/Undefined" } + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Example Context" }, @@ -4623,9 +5263,10 @@ }, "inbound_agent": { "anyOf": [ - { "type": "string", "format": "uuid" }, { "$ref": "#/components/schemas/AgentUpdateParams" }, - { "$ref": "#/components/schemas/Undefined" } + { "type": "string", "format": "uuid" }, + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } ], "title": "Inbound Agent" } @@ -4642,7 +5283,7 @@ "title": "Monthly Usage Minutes" }, "monthly_usage_limit_minutes": { - "type": "integer", + "anyOf": [{ "type": "integer" }, { "type": "null" }], "title": "Monthly Usage Limit Minutes" } }, @@ -4691,6 +5332,66 @@ ], "title": "VectorDatabasePage" }, + "VocodeVoice": { + "properties": { + "id": { "type": "string", "format": "uuid", "title": "Id" }, + "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, + "type": { + "type": "string", + "enum": ["voice_vocode"], + "const": "voice_vocode", + "title": "Type" + }, + "voice_id": { + "type": "string", + "enum": ["joe"], + "const": "joe", + "title": "Voice Id" + } + }, + "type": "object", + "required": ["id", "user_id", "type", "voice_id"], + "title": "VocodeVoice" + }, + "VocodeVoiceParams": { + "properties": { + "type": { + "type": "string", + "enum": ["voice_vocode"], + "const": "voice_vocode", + "title": "Type" + }, + "voice_id": { + "type": "string", + "enum": ["joe"], + "const": "joe", + "title": "Voice Id" + } + }, + "type": "object", + "required": ["type", "voice_id"], + "title": "VocodeVoiceParams" + }, + "VocodeVoiceUpdateParams": { + "properties": { + "type": { + "type": "string", + "enum": ["voice_vocode"], + "const": "voice_vocode", + "title": "Type" + }, + "voice_id": { + "anyOf": [ + { "type": "string", "enum": ["joe"], "const": "joe" }, + { "$ref": "#/components/schemas/Undefined" } + ], + "title": "Voice Id" + } + }, + "type": "object", + "required": ["type"], + "title": "VocodeVoiceUpdateParams" + }, "VoicePage": { "properties": { "items": { @@ -4699,15 +5400,17 @@ { "$ref": "#/components/schemas/AzureVoice" }, { "$ref": "#/components/schemas/RimeVoice" }, { "$ref": "#/components/schemas/ElevenLabsVoice" }, - { "$ref": "#/components/schemas/PlayHtVoice" } + { "$ref": "#/components/schemas/PlayHtVoice" }, + { "$ref": "#/components/schemas/VocodeVoice" } ], "discriminator": { "propertyName": "type", "mapping": { "voice_azure": "#/components/schemas/AzureVoice", - "voice_rime": "#/components/schemas/RimeVoice", "voice_eleven_labs": "#/components/schemas/ElevenLabsVoice", - "voice_play_ht": "#/components/schemas/PlayHtVoice" + "voice_play_ht": "#/components/schemas/PlayHtVoice", + "voice_rime": "#/components/schemas/RimeVoice", + "voice_vocode": "#/components/schemas/VocodeVoice" } } }, @@ -4739,16 +5442,18 @@ { "$ref": "#/components/schemas/AzureVoiceParams" }, { "$ref": "#/components/schemas/RimeVoiceParams" }, { "$ref": "#/components/schemas/ElevenLabsVoiceParams" }, - { "$ref": "#/components/schemas/PlayHtVoiceParams" } + { "$ref": "#/components/schemas/PlayHtVoiceParams" }, + { "$ref": "#/components/schemas/VocodeVoiceParams" } ], "title": "VoiceParamsRequest", "discriminator": { "propertyName": "type", "mapping": { "voice_azure": "#/components/schemas/AzureVoiceParams", - "voice_rime": "#/components/schemas/RimeVoiceParams", "voice_eleven_labs": "#/components/schemas/ElevenLabsVoiceParams", - "voice_play_ht": "#/components/schemas/PlayHtVoiceParams" + "voice_play_ht": "#/components/schemas/PlayHtVoiceParams", + "voice_rime": "#/components/schemas/RimeVoiceParams", + "voice_vocode": "#/components/schemas/VocodeVoiceParams" } } }, @@ -4757,16 +5462,18 @@ { "$ref": "#/components/schemas/AzureVoice" }, { "$ref": "#/components/schemas/RimeVoice" }, { "$ref": "#/components/schemas/ElevenLabsVoice" }, - { "$ref": "#/components/schemas/PlayHtVoice" } + { "$ref": "#/components/schemas/PlayHtVoice" }, + { "$ref": "#/components/schemas/VocodeVoice" } ], "title": "VoiceResponseModel", "discriminator": { "propertyName": "type", "mapping": { "voice_azure": "#/components/schemas/AzureVoice", - "voice_rime": "#/components/schemas/RimeVoice", "voice_eleven_labs": "#/components/schemas/ElevenLabsVoice", - "voice_play_ht": "#/components/schemas/PlayHtVoice" + "voice_play_ht": "#/components/schemas/PlayHtVoice", + "voice_rime": "#/components/schemas/RimeVoice", + "voice_vocode": "#/components/schemas/VocodeVoice" } } }, @@ -4775,16 +5482,18 @@ { "$ref": "#/components/schemas/AzureVoiceUpdateParams" }, { "$ref": "#/components/schemas/RimeVoiceUpdateParams" }, { "$ref": "#/components/schemas/ElevenLabsVoiceUpdateParams" }, - { "$ref": "#/components/schemas/PlayHtVoiceUpdateParams" } + { "$ref": "#/components/schemas/PlayHtVoiceUpdateParams" }, + { "$ref": "#/components/schemas/VocodeVoiceUpdateParams" } ], "title": "VoiceUpdateParamsRequest", "discriminator": { "propertyName": "type", "mapping": { "voice_azure": "#/components/schemas/AzureVoiceUpdateParams", - "voice_rime": "#/components/schemas/RimeVoiceUpdateParams", "voice_eleven_labs": "#/components/schemas/ElevenLabsVoiceUpdateParams", - "voice_play_ht": "#/components/schemas/PlayHtVoiceUpdateParams" + "voice_play_ht": "#/components/schemas/PlayHtVoiceUpdateParams", + "voice_rime": "#/components/schemas/RimeVoiceUpdateParams", + "voice_vocode": "#/components/schemas/VocodeVoiceUpdateParams" } } }, @@ -4793,6 +5502,7 @@ "type": { "type": "string", "enum": ["telephony_metadata_vonage"], + "const": "telephony_metadata_vonage", "title": "Type", "default": "telephony_metadata_vonage" } @@ -4806,7 +5516,8 @@ "user_id": { "type": "string", "format": "uuid", "title": "User Id" }, "subscriptions": { "items": { "$ref": "#/components/schemas/EventType" }, - "type": "array" + "type": "array", + "title": "Subscriptions" }, "url": { "type": "string", "title": "Url" }, "method": { @@ -4849,7 +5560,8 @@ "properties": { "subscriptions": { "items": { "$ref": "#/components/schemas/EventType" }, - "type": "array" + "type": "array", + "title": "Subscriptions" }, "url": { "type": "string", "title": "Url" }, "method": { From 86514bb40c3fe45880c5919166fec8470e658d08 Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Mon, 26 Aug 2024 16:43:03 -0700 Subject: [PATCH 140/148] Poll time for idle changed to half of idle time threshold (#692) --- vocode/streaming/streaming_conversation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index dffb154203..af5749d2d8 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -773,7 +773,7 @@ async def check_for_idle(self): ) check_human_present_count += 1 # wait till the idle time would have passed the threshold if no action occurs - await asyncio.sleep(ALLOWED_IDLE_TIME) + await asyncio.sleep(self.idle_time_threshold / 2) async def send_single_message( self, From b0ca4d84cd28138e29c82c67d862750bad39eaf4 Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Tue, 27 Aug 2024 16:17:07 -0700 Subject: [PATCH 141/148] Update agent to include idle_time_seconds (#694) --- docs/openapi.json | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/docs/openapi.json b/docs/openapi.json index a959dff13c..33f19ee87e 100644 --- a/docs/openapi.json +++ b/docs/openapi.json @@ -2244,6 +2244,10 @@ ], "title": "Deepgram Keywords" }, + "idle_time_seconds": { + "anyOf": [{ "type": "integer" }, { "type": "null" }], + "title": "Idle Time Seconds" + }, "llm_temperature": { "type": "number", "title": "Llm Temperature", @@ -2453,6 +2457,10 @@ ], "title": "Deepgram Keywords" }, + "idle_time_seconds": { + "anyOf": [{ "type": "integer" }, { "type": "null" }], + "title": "Idle Time Seconds" + }, "llm_temperature": { "type": "number", "title": "Llm Temperature", @@ -2692,6 +2700,14 @@ { "type": "null" } ], "title": "Deepgram Keywords" + }, + "idle_time_seconds": { + "anyOf": [ + { "type": "integer" }, + { "$ref": "#/components/schemas/Undefined" }, + { "type": "null" } + ], + "title": "Idle Time Seconds" } }, "type": "object", @@ -3182,6 +3198,10 @@ ], "title": "Deepgram Keywords" }, + "idle_time_seconds": { + "anyOf": [{ "type": "integer" }, { "type": "null" }], + "title": "Idle Time Seconds" + }, "llm_temperature": { "type": "number", "title": "Llm Temperature", @@ -3900,6 +3920,10 @@ ], "title": "Deepgram Keywords" }, + "idle_time_seconds": { + "anyOf": [{ "type": "integer" }, { "type": "null" }], + "title": "Idle Time Seconds" + }, "llm_temperature": { "type": "number", "title": "Llm Temperature", From 84c297114e0b7a2a333d17f2257452e65abd0528 Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Fri, 30 Aug 2024 15:58:53 -0700 Subject: [PATCH 142/148] Reset check_human_present_count when human is actually present (#696) --- vocode/streaming/streaming_conversation.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index af5749d2d8..a880faf3a3 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -275,6 +275,7 @@ async def process(self, transcription: Transcription): if self.conversation.current_transcription_is_interrupt: logger.debug("sent interrupt") logger.debug("Human started speaking") + self.conversation.is_human_still_there = True transcription.is_interrupt = self.conversation.current_transcription_is_interrupt self.conversation.is_human_speaking = not transcription.is_final @@ -667,6 +668,7 @@ def __init__( self.check_for_idle_task: Optional[asyncio.Task] = None self.check_for_idle_paused = False + self.is_human_still_there = True self.current_transcription_is_interrupt: bool = False @@ -762,12 +764,16 @@ async def check_for_idle(self): check_human_present_count = 0 check_human_present_threshold = self.agent.get_agent_config().num_check_human_present_times while self.is_active(): + if check_human_present_count > 0 and self.is_human_still_there == True: + # Reset the counter if the human is still there + check_human_present_count = 0 if ( not self.check_for_idle_paused ) and time.time() - self.last_action_timestamp > self.idle_time_threshold: if check_human_present_count >= check_human_present_threshold: # Stop the phone call after some retries to prevent infinitely long call where human is just silent. await self.action_on_idle() + self.is_human_still_there = False await self.send_single_message( message=BaseMessage(text=random.choice(CHECK_HUMAN_PRESENT_MESSAGE_CHOICES)), ) From 1bfc1e2b60d13ed2d372cd4b6c46187a4c66c301 Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Thu, 5 Sep 2024 10:14:11 -0700 Subject: [PATCH 143/148] Add gpt-4o-2024-08-06 to token map (#701) * Have all gpt-4o tokens use the same limit --- vocode/streaming/agent/token_utils.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/vocode/streaming/agent/token_utils.py b/vocode/streaming/agent/token_utils.py index bf014b2b7f..7288f0d4dd 100644 --- a/vocode/streaming/agent/token_utils.py +++ b/vocode/streaming/agent/token_utils.py @@ -56,13 +56,14 @@ "gpt-4-0125-preview": 127940, "gpt-4-turbo": 127940, "gpt-4o": 127940, - "gpt-4o-2024-05-13": 127940, } def get_chat_gpt_max_tokens(model_name: str): if model_name.startswith("ft:"): model_name = model_name.split(":")[1] + if model_name.startswith("gpt-4o"): + model_name = "gpt-4o" if model_name in CHAT_GPT_MAX_TOKENS: return CHAT_GPT_MAX_TOKENS[model_name] From dc983a046afbd54d177d59e4887a6828a5a8ead3 Mon Sep 17 00:00:00 2001 From: Timothy Luong Date: Fri, 6 Sep 2024 19:59:42 -0400 Subject: [PATCH 144/148] [Cartesia] Upgrading the message cutoff for Cartesia Synthesizer to use timestamps (#700) * Upgrading the message cutoff for Cartesia Synthesizer to use timestamps * Linting * Adding typing to * fix lint --------- Co-authored-by: Ajay Raj --- .../synthesizer/cartesia_synthesizer.py | 51 +++++++++++++++---- 1 file changed, 42 insertions(+), 9 deletions(-) diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py index 959ca5ba5e..e9387253ef 100644 --- a/vocode/streaming/synthesizer/cartesia_synthesizer.py +++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py @@ -1,5 +1,6 @@ import asyncio import hashlib +from typing import List, Tuple from loguru import logger @@ -90,6 +91,8 @@ def __init__( self.client = self.cartesia_tts(api_key=self.api_key) self.ws = None self.ctx = None + self.ctx_message = BaseMessage(text="") + self.ctx_timestamps: List[Tuple[str, float, float]] = [] self.no_more_inputs_task = None self.no_more_inputs_lock = asyncio.Lock() @@ -99,10 +102,14 @@ async def initialize_ws(self): async def initialize_ctx(self, is_first_text_chunk: bool): if self.ctx is None or self.ctx.is_closed(): + self.ctx_message = BaseMessage(text="") + self.ctx_timestamps = [] if self.ws: self.ctx = self.ws.context() else: if is_first_text_chunk: + self.ctx_message = BaseMessage(text="") + self.ctx_timestamps = [] if self.no_more_inputs_task: self.no_more_inputs_task.cancel() await self.ctx.no_more_inputs() @@ -144,6 +151,7 @@ async def create_speech_uncached( voice_id=self.voice_id, continue_=not is_sole_text_chunk, output_format=self.output_format, + add_timestamps=True, _experimental_voice_controls=self._experimental_voice_controls, ) if not is_sole_text_chunk: @@ -159,12 +167,20 @@ async def chunk_generator(context): try: async for event in context.receive(): audio = event.get("audio") - buffer.extend(audio) - while len(buffer) >= chunk_size: - yield SynthesisResult.ChunkResult( - chunk=buffer[:chunk_size], is_last_chunk=False - ) - buffer = buffer[chunk_size:] + word_timestamps = event.get("word_timestamps") + if word_timestamps: + words = word_timestamps["words"] + start_times = word_timestamps["start"] + end_times = word_timestamps["end"] + for word, start, end in zip(words, start_times, end_times): + self.ctx_timestamps.append((word, start, end)) + if audio: + buffer.extend(audio) + while len(buffer) >= chunk_size: + yield SynthesisResult.ChunkResult( + chunk=buffer[:chunk_size], is_last_chunk=False + ) + buffer = buffer[chunk_size:] except Exception as e: logger.info( f"Caught error while receiving audio chunks from CartesiaSynthesizer: {e}" @@ -180,11 +196,28 @@ async def chunk_generator(context): buffer.extend(b"\x00\x00" * padding_size) # 0 is silence in s16le yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True) + self.ctx_message.text += transcript + + def get_message_cutoff_ctx(message, seconds, words_per_minute=150): + if seconds: + closest_index = 0 + if len(self.ctx_timestamps) > 0: + for index, word_timestamp in enumerate(self.ctx_timestamps): + _word, start, end = word_timestamp + closest_index = index + if end >= seconds: + break + if closest_index: + # Check if they're less than 2 seconds apart, fall back to words per minute otherwise + if self.ctx_timestamps[closest_index][2] - seconds < 2: + return " ".join( + [word for word, *_ in self.ctx_timestamps[: closest_index + 1]] + ) + return self.get_message_cutoff_from_voice_speed(message, seconds, words_per_minute) + return SynthesisResult( chunk_generator=chunk_generator(self.ctx), - get_message_up_to=lambda seconds: self.get_message_cutoff_from_voice_speed( - message, seconds - ), + get_message_up_to=lambda seconds: get_message_cutoff_ctx(self.ctx_message, seconds), ) @classmethod From a40c59b5b49baf963a89f6bb6343fb7a7a7e461a Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Fri, 20 Sep 2024 09:14:32 -0700 Subject: [PATCH 145/148] Support passing in custom connector for AsyncRequestor (#706) --- vocode/streaming/utils/async_requester.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/vocode/streaming/utils/async_requester.py b/vocode/streaming/utils/async_requester.py index 5b23875cca..d3577f5909 100644 --- a/vocode/streaming/utils/async_requester.py +++ b/vocode/streaming/utils/async_requester.py @@ -1,17 +1,22 @@ +from typing import Optional + import aiohttp import httpx +from aiohttp import BaseConnector +from pydantic import BaseModel from vocode.streaming.utils.singleton import Singleton class AsyncRequestor(Singleton): - def __init__(self): - self.session = aiohttp.ClientSession() + def __init__(self, connector: Optional[BaseConnector] = None): + self.session = aiohttp.ClientSession(connector=connector) self.async_client = httpx.AsyncClient() + self.connector = connector def get_session(self): if self.session.closed: - self.session = aiohttp.ClientSession() + self.session = aiohttp.ClientSession(connector=self.connector) return self.session def get_client(self): From c3c41f2fef170b46122e59e801a05780b551fdc0 Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Thu, 26 Sep 2024 14:23:03 -0700 Subject: [PATCH 146/148] Adds a log to see what caused an interrupt (#708) * Adds a log to see what caused an interrupt --- vocode/streaming/streaming_conversation.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/vocode/streaming/streaming_conversation.py b/vocode/streaming/streaming_conversation.py index a880faf3a3..e6c7d746dc 100644 --- a/vocode/streaming/streaming_conversation.py +++ b/vocode/streaming/streaming_conversation.py @@ -273,6 +273,9 @@ async def process(self, transcription: Transcription): ) self.has_associated_unignored_utterance = not transcription.is_final if self.conversation.current_transcription_is_interrupt: + logger.debug( + f"Interrupting transcription: {transcription.message}, confidence: {transcription.confidence}" + ) logger.debug("sent interrupt") logger.debug("Human started speaking") self.conversation.is_human_still_there = True From fb8e0796b2cedda58bce4fe485b7bf714b02386d Mon Sep 17 00:00:00 2001 From: vocode-petern Date: Wed, 9 Oct 2024 09:45:49 -0700 Subject: [PATCH 147/148] Don't close session on transfer call (#717) --- vocode/streaming/action/transfer_call.py | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/vocode/streaming/action/transfer_call.py b/vocode/streaming/action/transfer_call.py index 397dd7a4ef..2fe270024e 100644 --- a/vocode/streaming/action/transfer_call.py +++ b/vocode/streaming/action/transfer_call.py @@ -104,13 +104,14 @@ async def transfer_call(self, twilio_call_sid: str, to_phone: str): payload = {"Twiml": twiml_data} - async with AsyncRequestor().get_session() as session: - async with session.post(url, data=payload, auth=twilio_client.auth) as response: - if response.status != 200: - logger.error(f"Failed to transfer call: {response.status} {response.reason}") - raise Exception("failed to update call") - else: - return await response.json() + async with AsyncRequestor().get_session().post( + url, data=payload, auth=twilio_client.auth + ) as response: + if response.status != 200: + logger.error(f"Failed to transfer call: {response.status} {response.reason}") + raise Exception("failed to update call") + else: + return await response.json() async def run( self, action_input: ActionInput[TransferCallParameters] From e054c33a72787b6a4920f91eb8598ad0bafb4240 Mon Sep 17 00:00:00 2001 From: Ajay Raj Date: Fri, 15 Nov 2024 14:16:58 -0800 Subject: [PATCH 148/148] upgrades websockets and cartesia to latest versions (#729) * upgrades websockets and cartesia to latest versions * fix lint * fix typecheck --- .../agent/websocket_user_implemented_agent.py | 2 +- poetry.lock | 622 ++++++++++-------- pyproject.toml | 4 +- .../agent/websocket_user_implemented_agent.py | 8 +- .../eleven_labs_websocket_synthesizer.py | 2 +- .../transcriber/assembly_ai_transcriber.py | 2 +- .../transcriber/deepgram_transcriber.py | 12 +- .../transcriber/rev_ai_transcriber.py | 6 +- 8 files changed, 377 insertions(+), 281 deletions(-) diff --git a/playground/streaming/agent/websocket_user_implemented_agent.py b/playground/streaming/agent/websocket_user_implemented_agent.py index 56698bc445..1f6ce1805a 100644 --- a/playground/streaming/agent/websocket_user_implemented_agent.py +++ b/playground/streaming/agent/websocket_user_implemented_agent.py @@ -1,6 +1,6 @@ import asyncio -from websockets.server import 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a/pyproject.toml b/pyproject.toml index 3f5e276d20..5dd464fe33 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,7 +34,7 @@ sentry-sdk = { extras = ["fastapi"], version = "^2.3.1" } sounddevice = "^0.4.7" tiktoken = "^0.7.0" uvicorn = "^0.30.0" -websockets = "^12.0" +websockets = "^14.1" nltk = "^3.8.1" # LLM Providers @@ -43,7 +43,7 @@ groq = { version = "^0.9.0", optional = true } # Synthesizers google-cloud-texttospeech = { version = "^2.16.3", optional = true } pvkoala = { version = "^2.0.1", optional = true } -cartesia = { version = "^1.0.10", optional = true } +cartesia = {version = "^1.1.0", optional = true} # Transcribers google-cloud-speech = { version = "^2.26.0", optional = true } diff --git a/vocode/streaming/agent/websocket_user_implemented_agent.py b/vocode/streaming/agent/websocket_user_implemented_agent.py index 0faa522544..c10c26c662 100644 --- a/vocode/streaming/agent/websocket_user_implemented_agent.py +++ b/vocode/streaming/agent/websocket_user_implemented_agent.py @@ -3,7 +3,7 @@ import websockets from loguru import logger -from websockets.client import WebSocketClientProtocol, connect +from websockets.asyncio.client import ClientConnection from vocode.streaming.agent.base_agent import ( AgentInput, @@ -73,10 +73,10 @@ async def _process(self) -> None: socket_url = self.get_agent_config().respond.url logger.info("Connecting to web socket agent %s", socket_url) - async with connect(socket_url) as ws: + async with websockets.connect(socket_url) as ws: async def sender( - ws: WebSocketClientProtocol, + ws: ClientConnection, ) -> None: # sends audio to websocket while not self.has_ended: logger.info("Waiting for data from agent request queue") @@ -109,7 +109,7 @@ async def sender( logger.debug("Terminating web socket agent sender") - async def receiver(ws: WebSocketClientProtocol) -> None: + async def receiver(ws: ClientConnection) -> None: while not self.has_ended: try: msg = await ws.recv() diff --git a/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py b/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py index d95271c41d..1d10a0463e 100644 --- a/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py +++ b/vocode/streaming/synthesizer/eleven_labs_websocket_synthesizer.py @@ -176,7 +176,7 @@ async def establish_websocket_listeners(self, chunk_size): async with websockets.connect( url, - extra_headers=headers, + additional_headers=headers, ) as ws: async def write() -> None: diff --git a/vocode/streaming/transcriber/assembly_ai_transcriber.py b/vocode/streaming/transcriber/assembly_ai_transcriber.py index 00953bd44d..70e0119a04 100644 --- a/vocode/streaming/transcriber/assembly_ai_transcriber.py +++ b/vocode/streaming/transcriber/assembly_ai_transcriber.py @@ -94,7 +94,7 @@ async def process(self): async with websockets.connect( URL, - extra_headers=(("Authorization", self.api_key),), + additional_headers=(("Authorization", self.api_key),), ping_interval=5, ping_timeout=20, ) as ws: diff --git a/vocode/streaming/transcriber/deepgram_transcriber.py b/vocode/streaming/transcriber/deepgram_transcriber.py index 7f64f4a976..af7ce22313 100644 --- a/vocode/streaming/transcriber/deepgram_transcriber.py +++ b/vocode/streaming/transcriber/deepgram_transcriber.py @@ -8,7 +8,7 @@ import websockets from loguru import logger from pydantic.v1 import BaseModel, Field -from websockets.client import WebSocketClientProtocol +from websockets.asyncio.client import ClientConnection from vocode import getenv from vocode.streaming.models.audio import AudioEncoding @@ -389,16 +389,18 @@ async def process(self): self.audio_cursor = 0.0 self.start_ts = now() - extra_headers = {"Authorization": f"Token {self.api_key}"} + additional_headers = {"Authorization": f"Token {self.api_key}"} deepgram_url = self.get_deepgram_url() logger.info(f"Connecting to Deepgram at {deepgram_url}") try: - async with websockets.connect(deepgram_url, extra_headers=extra_headers) as ws: + async with websockets.connect( + deepgram_url, additional_headers=additional_headers + ) as ws: self.connected_ts = now() async def sender( - ws: WebSocketClientProtocol, + ws: ClientConnection, ): # sends audio to websocket byte_rate = self.get_byte_rate() @@ -417,7 +419,7 @@ async def sender( logger.debug("Terminating Deepgram transcriber sender") - async def receiver(ws: WebSocketClientProtocol): + async def receiver(ws: ClientConnection): buffer = "" buffer_avg_confidence = 0.0 num_buffer_utterances = 1 diff --git a/vocode/streaming/transcriber/rev_ai_transcriber.py b/vocode/streaming/transcriber/rev_ai_transcriber.py index bb5ae4d0c9..0323969282 100644 --- a/vocode/streaming/transcriber/rev_ai_transcriber.py +++ b/vocode/streaming/transcriber/rev_ai_transcriber.py @@ -5,7 +5,7 @@ import websockets from loguru import logger -from websockets.client import WebSocketClientProtocol +from websockets.asyncio.client import ClientConnection from vocode import getenv from vocode.streaming.models.transcriber import ( @@ -71,7 +71,7 @@ async def _run_loop(self): async def process(self): async with websockets.connect(self.get_rev_ai_url()) as ws: - async def sender(ws: WebSocketClientProtocol): + async def sender(ws: ClientConnection): while not self.closed: try: data = await asyncio.wait_for(self._input_queue.get(), 5) @@ -81,7 +81,7 @@ async def sender(ws: WebSocketClientProtocol): await ws.close() logger.debug("Terminating Rev.AI transcriber sender") - async def receiver(ws: WebSocketClientProtocol): + async def receiver(ws: ClientConnection): buffer = "" while not self.closed: