release: 0.32.0

.release-please-manifest.json

@@ -1,3 +1,3 @@
 {
-  ".": "0.31.0"
+  ".": "0.32.0"
 }

.stats.yml

@@ -1,4 +1,4 @@
-configured_endpoints: 49
+configured_endpoints: 61
 openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/mixedbread%2Fmixedbread-34b8fc657696023cc3a74eee6febe0d2fc0decda668f874bfa42abe6222d8566.yml
 openapi_spec_hash: dcd015b362c3fcb4ef449606a8027873
-config_hash: a2549e1f1923904c8cee4ea4f5ff58e1
+config_hash: 2de40c343cf7b242d5925e3405ee8908

CHANGELOG.md

@@ -1,5 +1,13 @@
 # Changelog
 
+## 0.32.0 (2025-10-01)
+
+Full Changelog: [v0.31.0...v0.32.0](https://github.com/mixedbread-ai/mixedbread-python/compare/v0.31.0...v0.32.0)
+
+### Features
+
+* **api:** update via SDK Studio ([cdca00d](https://github.com/mixedbread-ai/mixedbread-python/commit/cdca00d9f31579e66e3992cd08e43aa70a9079d1))
+
 ## 0.31.0 (2025-10-01)
 
 Full Changelog: [v0.30.0...v0.31.0](https://github.com/mixedbread-ai/mixedbread-python/compare/v0.30.0...v0.31.0)

README.md

@@ -34,8 +34,8 @@ client = Mixedbread(
     environment="development",
 )
 
-vector_store = client.vector_stores.create()
-print(vector_store.id)
+store = client.stores.create()
+print(store.id)
 ```
 
 While you can provide an `api_key` keyword argument,
@@ -60,8 +60,8 @@ client = AsyncMixedbread(
 
 
 async def main() -> None:
-    vector_store = await client.vector_stores.create()
-    print(vector_store.id)
+    store = await client.stores.create()
+    print(store.id)
 
 
 asyncio.run(main())
@@ -93,8 +93,8 @@ async def main() -> None:
         api_key="My API Key",
         http_client=DefaultAioHttpClient(),
     ) as client:
-        vector_store = await client.vector_stores.create()
-        print(vector_store.id)
+        store = await client.stores.create()
+        print(store.id)
 
 
 asyncio.run(main())
@@ -120,12 +120,12 @@ from mixedbread import Mixedbread
 
 client = Mixedbread()
 
-all_vector_stores = []
+all_stores = []
 # Automatically fetches more pages as needed.
-for vector_store in client.vector_stores.list():
-    # Do something with vector_store here
-    all_vector_stores.append(vector_store)
-print(all_vector_stores)
+for store in client.stores.list():
+    # Do something with store here
+    all_stores.append(store)
+print(all_stores)
 ```
 
 Or, asynchronously:
@@ -138,11 +138,11 @@ client = AsyncMixedbread()
 
 
 async def main() -> None:
-    all_vector_stores = []
+    all_stores = []
     # Iterate through items across all pages, issuing requests as needed.
-    async for vector_store in client.vector_stores.list():
-        all_vector_stores.append(vector_store)
-    print(all_vector_stores)
+    async for store in client.stores.list():
+        all_stores.append(store)
+    print(all_stores)
 
 
 asyncio.run(main())
@@ -151,7 +151,7 @@ asyncio.run(main())
 Alternatively, you can use the `.has_next_page()`, `.next_page_info()`, or `.get_next_page()` methods for more granular control working with pages:
 
 ```python
-first_page = await client.vector_stores.list()
+first_page = await client.stores.list()
 if first_page.has_next_page():
     print(f"will fetch next page using these details: {first_page.next_page_info()}")
     next_page = await first_page.get_next_page()
@@ -163,11 +163,11 @@ if first_page.has_next_page():
 Or just work directly with the returned data:
 
 ```python
-first_page = await client.vector_stores.list()
+first_page = await client.stores.list()
 
 print(f"next page cursor: {first_page.pagination.last_cursor}")  # => "next page cursor: ..."
-for vector_store in first_page.data:
-    print(vector_store.id)
+for store in first_page.data:
+    print(store.id)
 
 # Remove `await` for non-async usage.
 ```
@@ -181,10 +181,10 @@ from mixedbread import Mixedbread
 
 client = Mixedbread()
 
-vector_store = client.vector_stores.create(
+store = client.stores.create(
     expires_after={},
 )
-print(vector_store.expires_after)
+print(store.expires_after)
 ```
 
 ## File uploads
@@ -220,7 +220,7 @@ from mixedbread import Mixedbread
 client = Mixedbread()
 
 try:
-    client.vector_stores.create()
+    client.stores.create()
 except mixedbread.APIConnectionError as e:
     print("The server could not be reached")
     print(e.__cause__)  # an underlying Exception, likely raised within httpx.
@@ -263,7 +263,7 @@ client = Mixedbread(
 )
 
 # Or, configure per-request:
-client.with_options(max_retries=5).vector_stores.create()
+client.with_options(max_retries=5).stores.create()
 ```
 
 ### Timeouts
@@ -286,7 +286,7 @@ client = Mixedbread(
 )
 
 # Override per-request:
-client.with_options(timeout=5.0).vector_stores.create()
+client.with_options(timeout=5.0).stores.create()
 ```
 
 On timeout, an `APITimeoutError` is thrown.
@@ -327,11 +327,11 @@ The "raw" Response object can be accessed by prefixing `.with_raw_response.` to
 from mixedbread import Mixedbread
 
 client = Mixedbread()
-response = client.vector_stores.with_raw_response.create()
+response = client.stores.with_raw_response.create()
 print(response.headers.get('X-My-Header'))
 
-vector_store = response.parse()  # get the object that `vector_stores.create()` would have returned
-print(vector_store.id)
+store = response.parse()  # get the object that `stores.create()` would have returned
+print(store.id)
 ```
 
 These methods return an [`APIResponse`](https://github.com/mixedbread-ai/mixedbread-python/tree/main/src/mixedbread/_response.py) object.
@@ -345,7 +345,7 @@ The above interface eagerly reads the full response body when you make the reque
 To stream the response body, use `.with_streaming_response` instead, which requires a context manager and only reads the response body once you call `.read()`, `.text()`, `.json()`, `.iter_bytes()`, `.iter_text()`, `.iter_lines()` or `.parse()`. In the async client, these are async methods.
 
 ```python
-with client.vector_stores.with_streaming_response.create() as response:
+with client.stores.with_streaming_response.create() as response:
     print(response.headers.get("X-My-Header"))
 
     for line in response.iter_lines():

api.md

@@ -77,6 +77,53 @@ Methods:
 - <code title="delete /v1/vector_stores/{vector_store_identifier}/files/{file_id}">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">delete</a>(file_id, \*, vector_store_identifier) -> <a href="./src/mixedbread/types/vector_stores/file_delete_response.py">FileDeleteResponse</a></code>
 - <code title="post /v1/vector_stores/files/search">client.vector_stores.files.<a href="./src/mixedbread/resources/vector_stores/files.py">search</a>(\*\*<a href="src/mixedbread/types/vector_stores/file_search_params.py">params</a>) -> <a href="./src/mixedbread/types/vector_stores/file_search_response.py">FileSearchResponse</a></code>
 
+# Stores
+
+Types:
+
+```python
+from mixedbread.types import (
+    Store,
+    StoreChunkSearchOptions,
+    StoreDeleteResponse,
+    StoreQuestionAnsweringResponse,
+    StoreSearchResponse,
+)
+```
+
+Methods:
+
+- <code title="post /v1/stores">client.stores.<a href="./src/mixedbread/resources/stores/stores.py">create</a>(\*\*<a href="src/mixedbread/types/store_create_params.py">params</a>) -> <a href="./src/mixedbread/types/store.py">Store</a></code>
+- <code title="get /v1/stores/{store_identifier}">client.stores.<a href="./src/mixedbread/resources/stores/stores.py">retrieve</a>(store_identifier) -> <a href="./src/mixedbread/types/store.py">Store</a></code>
+- <code title="put /v1/stores/{store_identifier}">client.stores.<a href="./src/mixedbread/resources/stores/stores.py">update</a>(store_identifier, \*\*<a href="src/mixedbread/types/store_update_params.py">params</a>) -> <a href="./src/mixedbread/types/store.py">Store</a></code>
+- <code title="get /v1/stores">client.stores.<a href="./src/mixedbread/resources/stores/stores.py">list</a>(\*\*<a href="src/mixedbread/types/store_list_params.py">params</a>) -> <a href="./src/mixedbread/types/store.py">SyncCursor[Store]</a></code>
+- <code title="delete /v1/stores/{store_identifier}">client.stores.<a href="./src/mixedbread/resources/stores/stores.py">delete</a>(store_identifier) -> <a href="./src/mixedbread/types/store_delete_response.py">StoreDeleteResponse</a></code>
+- <code title="post /v1/stores/question-answering">client.stores.<a href="./src/mixedbread/resources/stores/stores.py">question_answering</a>(\*\*<a href="src/mixedbread/types/store_question_answering_params.py">params</a>) -> <a href="./src/mixedbread/types/store_question_answering_response.py">StoreQuestionAnsweringResponse</a></code>
+- <code title="post /v1/stores/search">client.stores.<a href="./src/mixedbread/resources/stores/stores.py">search</a>(\*\*<a href="src/mixedbread/types/store_search_params.py">params</a>) -> <a href="./src/mixedbread/types/store_search_response.py">StoreSearchResponse</a></code>
+
+## Files
+
+Types:
+
+```python
+from mixedbread.types.stores import (
+    ScoredStoreFile,
+    StoreFileStatus,
+    StoreFile,
+    FileListResponse,
+    FileDeleteResponse,
+    FileSearchResponse,
+)
+```
+
+Methods:
+
+- <code title="post /v1/stores/{store_identifier}/files">client.stores.files.<a href="./src/mixedbread/resources/stores/files.py">create</a>(store_identifier, \*\*<a href="src/mixedbread/types/stores/file_create_params.py">params</a>) -> <a href="./src/mixedbread/types/stores/store_file.py">StoreFile</a></code>
+- <code title="get /v1/stores/{store_identifier}/files/{file_id}">client.stores.files.<a href="./src/mixedbread/resources/stores/files.py">retrieve</a>(file_id, \*, store_identifier, \*\*<a href="src/mixedbread/types/stores/file_retrieve_params.py">params</a>) -> <a href="./src/mixedbread/types/stores/store_file.py">StoreFile</a></code>
+- <code title="post /v1/stores/{store_identifier}/files/list">client.stores.files.<a href="./src/mixedbread/resources/stores/files.py">list</a>(store_identifier, \*\*<a href="src/mixedbread/types/stores/file_list_params.py">params</a>) -> <a href="./src/mixedbread/types/stores/file_list_response.py">FileListResponse</a></code>
+- <code title="delete /v1/stores/{store_identifier}/files/{file_id}">client.stores.files.<a href="./src/mixedbread/resources/stores/files.py">delete</a>(file_id, \*, store_identifier) -> <a href="./src/mixedbread/types/stores/file_delete_response.py">FileDeleteResponse</a></code>
+- <code title="post /v1/stores/files/search">client.stores.files.<a href="./src/mixedbread/resources/stores/files.py">search</a>(\*\*<a href="src/mixedbread/types/stores/file_search_params.py">params</a>) -> <a href="./src/mixedbread/types/stores/file_search_response.py">FileSearchResponse</a></code>
+
 # Parsing
 
 ## Jobs

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "mixedbread"
-version = "0.31.0"
+version = "0.32.0"
 description = "The official Python library for the Mixedbread API"
 dynamic = ["readme"]
 license = "Apache-2.0"

src/mixedbread/_client.py

@@ -47,6 +47,7 @@
     AsyncAPIClient,
     make_request_options,
 )
+from .resources.stores import stores
 from .resources.parsing import parsing
 from .types.info_response import InfoResponse
 from .resources.extractions import extractions
@@ -77,6 +78,7 @@
 
 class Mixedbread(SyncAPIClient):
     vector_stores: vector_stores.VectorStoresResource
+    stores: stores.StoresResource
     parsing: parsing.ParsingResource
     files: files.FilesResource
     extractions: extractions.ExtractionsResource
@@ -166,6 +168,7 @@ def __init__(
         )
 
         self.vector_stores = vector_stores.VectorStoresResource(self)
+        self.stores = stores.StoresResource(self)
         self.parsing = parsing.ParsingResource(self)
         self.files = files.FilesResource(self)
         self.extractions = extractions.ExtractionsResource(self)
@@ -440,6 +443,7 @@ def _make_status_error(
 
 class AsyncMixedbread(AsyncAPIClient):
     vector_stores: vector_stores.AsyncVectorStoresResource
+    stores: stores.AsyncStoresResource
     parsing: parsing.AsyncParsingResource
     files: files.AsyncFilesResource
     extractions: extractions.AsyncExtractionsResource
@@ -529,6 +533,7 @@ def __init__(
         )
 
         self.vector_stores = vector_stores.AsyncVectorStoresResource(self)
+        self.stores = stores.AsyncStoresResource(self)
         self.parsing = parsing.AsyncParsingResource(self)
         self.files = files.AsyncFilesResource(self)
         self.extractions = extractions.AsyncExtractionsResource(self)
@@ -804,6 +809,7 @@ def _make_status_error(
 class MixedbreadWithRawResponse:
     def __init__(self, client: Mixedbread) -> None:
         self.vector_stores = vector_stores.VectorStoresResourceWithRawResponse(client.vector_stores)
+        self.stores = stores.StoresResourceWithRawResponse(client.stores)
         self.parsing = parsing.ParsingResourceWithRawResponse(client.parsing)
         self.files = files.FilesResourceWithRawResponse(client.files)
         self.extractions = extractions.ExtractionsResourceWithRawResponse(client.extractions)
@@ -826,6 +832,7 @@ def __init__(self, client: Mixedbread) -> None:
 class AsyncMixedbreadWithRawResponse:
     def __init__(self, client: AsyncMixedbread) -> None:
         self.vector_stores = vector_stores.AsyncVectorStoresResourceWithRawResponse(client.vector_stores)
+        self.stores = stores.AsyncStoresResourceWithRawResponse(client.stores)
         self.parsing = parsing.AsyncParsingResourceWithRawResponse(client.parsing)
         self.files = files.AsyncFilesResourceWithRawResponse(client.files)
         self.extractions = extractions.AsyncExtractionsResourceWithRawResponse(client.extractions)
@@ -848,6 +855,7 @@ def __init__(self, client: AsyncMixedbread) -> None:
 class MixedbreadWithStreamedResponse:
     def __init__(self, client: Mixedbread) -> None:
         self.vector_stores = vector_stores.VectorStoresResourceWithStreamingResponse(client.vector_stores)
+        self.stores = stores.StoresResourceWithStreamingResponse(client.stores)
         self.parsing = parsing.ParsingResourceWithStreamingResponse(client.parsing)
         self.files = files.FilesResourceWithStreamingResponse(client.files)
         self.extractions = extractions.ExtractionsResourceWithStreamingResponse(client.extractions)
@@ -870,6 +878,7 @@ def __init__(self, client: Mixedbread) -> None:
 class AsyncMixedbreadWithStreamedResponse:
     def __init__(self, client: AsyncMixedbread) -> None:
         self.vector_stores = vector_stores.AsyncVectorStoresResourceWithStreamingResponse(client.vector_stores)
+        self.stores = stores.AsyncStoresResourceWithStreamingResponse(client.stores)
         self.parsing = parsing.AsyncParsingResourceWithStreamingResponse(client.parsing)
         self.files = files.AsyncFilesResourceWithStreamingResponse(client.files)
         self.extractions = extractions.AsyncExtractionsResourceWithStreamingResponse(client.extractions)

src/mixedbread/_version.py

@@ -1,4 +1,4 @@
 # File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
 
 __title__ = "mixedbread"
-__version__ = "0.31.0"  # x-release-please-version
+__version__ = "0.32.0"  # x-release-please-version

src/mixedbread/resources/__init__.py

@@ -16,6 +16,14 @@
     FilesResourceWithStreamingResponse,
     AsyncFilesResourceWithStreamingResponse,
 )
+from .stores import (
+    StoresResource,
+    AsyncStoresResource,
+    StoresResourceWithRawResponse,
+    AsyncStoresResourceWithRawResponse,
+    StoresResourceWithStreamingResponse,
+    AsyncStoresResourceWithStreamingResponse,
+)
 from .parsing import (
     ParsingResource,
     AsyncParsingResource,
@@ -72,6 +80,12 @@
     "AsyncVectorStoresResourceWithRawResponse",
     "VectorStoresResourceWithStreamingResponse",
     "AsyncVectorStoresResourceWithStreamingResponse",
+    "StoresResource",
+    "AsyncStoresResource",
+    "StoresResourceWithRawResponse",
+    "AsyncStoresResourceWithRawResponse",
+    "StoresResourceWithStreamingResponse",
+    "AsyncStoresResourceWithStreamingResponse",
     "ParsingResource",
     "AsyncParsingResource",
     "ParsingResourceWithRawResponse",

src/mixedbread/resources/stores/__init__.py

@@ -0,0 +1,33 @@
+# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
+
+from .files import (
+    FilesResource,
+    AsyncFilesResource,
+    FilesResourceWithRawResponse,
+    AsyncFilesResourceWithRawResponse,
+    FilesResourceWithStreamingResponse,
+    AsyncFilesResourceWithStreamingResponse,
+)
+from .stores import (
+    StoresResource,
+    AsyncStoresResource,
+    StoresResourceWithRawResponse,
+    AsyncStoresResourceWithRawResponse,
+    StoresResourceWithStreamingResponse,
+    AsyncStoresResourceWithStreamingResponse,
+)
+
+__all__ = [
+    "FilesResource",
+    "AsyncFilesResource",
+    "FilesResourceWithRawResponse",
+    "AsyncFilesResourceWithRawResponse",
+    "FilesResourceWithStreamingResponse",
+    "AsyncFilesResourceWithStreamingResponse",
+    "StoresResource",
+    "AsyncStoresResource",
+    "StoresResourceWithRawResponse",
+    "AsyncStoresResourceWithRawResponse",
+    "StoresResourceWithStreamingResponse",
+    "AsyncStoresResourceWithStreamingResponse",
+]