From e016ddfedd5b99385d445d5adc2f5a698944603c Mon Sep 17 00:00:00 2001
From: cjumel <clement.jumel@gmail.com>
Date: Thu, 21 May 2026 11:54:49 +0200
Subject: [PATCH 1/5] chore: update AGENTS.md

---
 AGENTS.md | 15 +++++++--------
 1 file changed, 7 insertions(+), 8 deletions(-)

diff --git a/AGENTS.md b/AGENTS.md
index 83ab069..47c143c 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -4,12 +4,15 @@ This repository contains the public Python SDK for the Linkup API.
 
 ## Goal
 
-Keep the SDK aligned with the current public, stable Linkup API while preserving a Pythonic public
-interface.
+Keep the SDK aligned with the current public, stable Linkup API while:
+
+- implementing a Pythonic public interface,
+- documenting the features through docstrings,
+- and adding type safety through type hints or input data validation with `pydantic` models when
+  relevant.
 
 ## Working Rules
 
-- Read this file before making changes.
 - Prefer minimal diffs focused on the public API change being synchronized.
 - Do not expose internal, beta, deprecated, or undocumented API behavior unless explicitly
   requested.
@@ -34,11 +37,7 @@ When adding or changing a public API capability, update the relevant pieces toge
 
 ## Validation
 
-Before opening a PR, run the narrowest relevant checks:
-
-- `make lint`
-- `make typecheck`
-- `make test`
+Before opening a PR, run the CI checks: `make lint typecheck test`.
 
 ## Non-Goals
 

From 4b8f7ea6dfdb09904bd8704d7fb878d29c7fb76f Mon Sep 17 00:00:00 2001
From: cjumel <clement.jumel@gmail.com>
Date: Thu, 21 May 2026 12:04:08 +0200
Subject: [PATCH 2/5] fix: make types closer to actual API behavior

---
 src/linkup/_types.py      |  8 ++++----
 tests/unit/client_test.py | 28 ++++++++++++++++++++++++----
 2 files changed, 28 insertions(+), 8 deletions(-)

diff --git a/src/linkup/_types.py b/src/linkup/_types.py
index 5eab74d..b68e569 100644
--- a/src/linkup/_types.py
+++ b/src/linkup/_types.py
@@ -25,7 +25,7 @@ class LinkupSearchTextResult(_LinkupBaseModel):
     name: str
     url: str
     content: str
-    favicon: str = ""
+    favicon: str
 
 
 class LinkupSearchImageResult(_LinkupBaseModel):
@@ -58,14 +58,14 @@ class LinkupSource(_LinkupBaseModel):
     Attributes:
         name: The name of the source.
         url: The URL of the source.
-        snippet: The text excerpt supporting the Linkup answer. Can be empty for image sources.
+        snippet: The text excerpt supporting the Linkup answer.
         favicon: The favicon URL of the source, if available.
     """
 
     name: str
     url: str
-    snippet: str = ""
-    favicon: str = ""
+    snippet: str
+    favicon: str
 
 
 class LinkupSourcedAnswer(_LinkupBaseModel):
diff --git a/tests/unit/client_test.py b/tests/unit/client_test.py
index 273c048..b19c761 100644
--- a/tests/unit/client_test.py
+++ b/tests/unit/client_test.py
@@ -102,9 +102,24 @@ class Company(BaseModel):
         {
             "answer": "foo bar baz",
             "sources": [
-                {"name": "foo", "url": "https://foo.com", "snippet": "lorem ipsum dolor sit amet"},
-                {"name": "bar", "url": "https://bar.com", "snippet": "consectetur adipiscing elit"},
-                {"name": "baz", "url": "https://baz.com"}
+                {
+                    "name": "foo",
+                    "url": "https://foo.com",
+                    "snippet": "lorem ipsum dolor sit amet",
+                    "favicon": "https://foo.com/favicon.ico"
+                },
+                {
+                    "name": "bar",
+                    "url": "https://bar.com",
+                    "snippet": "consectetur adipiscing elit",
+                    "favicon": "https://bar.com/favicon.ico"
+                },
+                {
+                    "name": "baz",
+                    "url": "https://baz.com",
+                    "snippet": "",
+                    "favicon": ""
+                }
             ]
         }
         """,
@@ -115,16 +130,19 @@ class Company(BaseModel):
                     name="foo",
                     url="https://foo.com",
                     snippet="lorem ipsum dolor sit amet",
+                    favicon="https://foo.com/favicon.ico",
                 ),
                 linkup.Source(
                     name="bar",
                     url="https://bar.com",
                     snippet="consectetur adipiscing elit",
+                    favicon="https://bar.com/favicon.ico",
                 ),
                 linkup.Source(
                     name="baz",
                     url="https://baz.com",
                     snippet="",
+                    favicon="",
                 ),
             ],
         ),
@@ -241,7 +259,8 @@ class Company(BaseModel):
                     "type": "text",
                     "name": "foo",
                     "url": "https://foo.com",
-                    "content": "lorem ipsum dolor sit amet"
+                    "content": "lorem ipsum dolor sit amet",
+                    "favicon": "https://foo.com/favicon.ico"
                 },
                 {"type": "image", "name": "bar", "url": "https://bar.com"}
             ]
@@ -260,6 +279,7 @@ class Company(BaseModel):
                     name="foo",
                     url="https://foo.com",
                     content="lorem ipsum dolor sit amet",
+                    favicon="https://foo.com/favicon.ico",
                 ),
                 linkup.SearchImageResult(type="image", name="bar", url="https://bar.com"),
             ],

From 5d969acb157cd38ce6b778d0b21b3a042b166323 Mon Sep 17 00:00:00 2001
From: cjumel <clement.jumel@gmail.com>
Date: Thu, 21 May 2026 12:22:59 +0200
Subject: [PATCH 3/5] feat: "fast" search depth (beta)

---
 README.md                 | 28 ++++++++++++++--------------
 src/linkup/_client.py     | 18 +++++++++++-------
 src/linkup/_types.py      |  4 ++--
 tests/unit/client_test.py |  6 ++++++
 4 files changed, 33 insertions(+), 23 deletions(-)

diff --git a/README.md b/README.md
index 9f8a131..022c3a0 100644
--- a/README.md
+++ b/README.md
@@ -80,21 +80,21 @@ pip install linkup-sdk[x402]
 
 #### 📝 Search
 
-The `search` function can be used to performs web searches. It supports two very different
-complexity modes:
+The `search` function can be used to performs web searches. It supports three different complexity
+modes, through the `depth` parameter:
 
-- with `depth="standard"`, the search will be straightforward and fast, suited for relatively simple
-  queries (e.g. "What's the weather in Paris today?")
-- with `depth="deep"`, the search will use an agentic workflow, which makes it in general slower,
-  but it will be able to solve more complex queries (e.g. "What is the company profile of LangChain
-  accross the last few years, and how does it compare to its concurrents?")
+- `"fast"` (**beta**), for sub-second responses to simple, focused queries (must be keyword-based)
+- `"standard"`, for single-iteration agentic search that can interpret the query, run parallel
+  sub-searches, and scrape one URL while remaining fast
+- `"deep"`, for slower, more agentic and complex responses, suited to more complex queries (e.g.
+  "What is the company profile of LangChain accross the last few years, and how does it compare to
+  its concurrents?")
 
-The `search` function also supports three output types:
+The `search` function also supports three output types, through the `output_type` parameter:
 
-- with `output_type="searchResults"`, the search will return a list of relevant documents
-- with `output_type="sourcedAnswer"`, the search will return a concise answer with sources
-- with `output_type="structured"`, the search will return a structured output according to a
-  user-defined schema
+- with `"searchResults"`, the search will return a list of relevant documents
+- with `"sourcedAnswer"`, the search will return a concise answer with sources
+- with `"structured"`, the search will return a structured output according to a user-defined schema
 
 ```python
 from typing import Any
@@ -104,7 +104,7 @@ import linkup
 client = linkup.Client()  # API key can be read from the environment variable or passed as an argument
 search_response: Any = client.search(
     query="What are the 3 major events in the life of Abraham Lincoln?",
-    depth="deep",  # "standard" or "deep"
+    depth="deep",  # "fast" (beta), "standard", or "deep"
     output_type="sourcedAnswer",  # "searchResults" or "sourcedAnswer" or "structured"
     structured_output_schema=None,  # must be filled if output_type is "structured"
 )
@@ -223,7 +223,7 @@ async def main() -> None:
     client = linkup.Client()  # API key can be read from the environment variable or passed as an argument
     search_response: Any = await client.async_search(
         query="What are the 3 major events in the life of Abraham Lincoln?",
-        depth="deep",  # "standard" or "deep"
+        depth="deep",  # "fast" (beta), "standard", or "deep"
         output_type="sourcedAnswer",  # "searchResults" or "sourcedAnswer" or "structured"
         structured_output_schema=None,  # must be filled if output_type is "structured"
     )
diff --git a/src/linkup/_client.py b/src/linkup/_client.py
index 3159ec2..b31ced7 100644
--- a/src/linkup/_client.py
+++ b/src/linkup/_client.py
@@ -90,7 +90,7 @@ def __init__(
     def search(
         self,
         query: str,
-        depth: Literal["standard", "deep"],
+        depth: Literal["fast", "standard", "deep"],
         output_type: Literal["searchResults", "sourcedAnswer", "structured"],
         structured_output_schema: type[BaseModel] | dict[str, Any] | str | None = None,
         include_images: bool | None = None,
@@ -111,8 +111,10 @@ def search(
 
         Args:
             query: The search query.
-            depth: The depth of the search. Can be either "standard", for a straighforward and
-                fast search, or "deep" for a more powerful agentic workflow.
+            depth: The depth of the search. Can be "fast" (beta), for a sub-second search (query
+                must be keyword-based), "standard", for a simple, straightforward search (query can
+                be free text), or "deep" for a more powerful agentic workflow (query can be free
+                text).
             output_type: The type of output which is expected: "searchResults" will output raw
                 search results, "sourcedAnswer" will output the answer to the query and sources
                 supporting it, and "structured" will base the output on the format provided in
@@ -187,7 +189,7 @@ def search(
     async def async_search(
         self,
         query: str,
-        depth: Literal["standard", "deep"],
+        depth: Literal["fast", "standard", "deep"],
         output_type: Literal["searchResults", "sourcedAnswer", "structured"],
         structured_output_schema: type[BaseModel] | dict[str, Any] | str | None = None,
         include_images: bool | None = None,
@@ -208,8 +210,10 @@ async def async_search(
 
         Args:
             query: The search query.
-            depth: The depth of the search. Can be either "standard", for a straighforward and
-                fast search, or "deep" for a more powerful agentic workflow.
+            depth: The depth of the search. Can be "fast" (beta), for a sub-second search (query
+                must be keyword-based), "standard", for a simple, straightforward search (query can
+                be free text), or "deep" for a more powerful agentic workflow (query can be free
+                text).
             output_type: The type of output which is expected: "searchResults" will output raw
                 search results, "sourcedAnswer" will output the answer to the query and sources
                 supporting it, and "structured" will base the output on the format provided in
@@ -1134,7 +1138,7 @@ def _raise_linkup_error(self, response: httpx.Response) -> None:
     def _get_search_params(
         self,
         query: str,
-        depth: Literal["standard", "deep"],
+        depth: Literal["fast", "standard", "deep"],
         output_type: Literal["searchResults", "sourcedAnswer", "structured"],
         structured_output_schema: type[BaseModel] | str | dict[str, Any] | None,
         include_images: bool | None,
diff --git a/src/linkup/_types.py b/src/linkup/_types.py
index b68e569..b8a0880 100644
--- a/src/linkup/_types.py
+++ b/src/linkup/_types.py
@@ -123,7 +123,7 @@ class LinkupSearchTaskInput(_LinkupBaseModel):
 
     Attributes:
         query: The search query.
-        depth: The search depth.
+        depth: The search depth. "fast" depth is in beta and only works with keyword-based queries.
         output_type: The expected search output type.
         include_images: Whether image results should be included.
         from_date: The start date used to filter search sources, if any.
@@ -137,7 +137,7 @@ class LinkupSearchTaskInput(_LinkupBaseModel):
     """
 
     query: str = Field(validation_alias="q")
-    depth: Literal["standard", "deep"]
+    depth: Literal["fast", "standard", "deep"]
     output_type: Literal["searchResults", "sourcedAnswer", "structured"] = Field(
         validation_alias="outputType"
     )
diff --git a/tests/unit/client_test.py b/tests/unit/client_test.py
index b19c761..c60df83 100644
--- a/tests/unit/client_test.py
+++ b/tests/unit/client_test.py
@@ -54,6 +54,12 @@ class Company(BaseModel):
             ]
         ),
     ),
+    (
+        {"query": "query", "depth": "fast", "output_type": "searchResults"},
+        {"q": "query", "depth": "fast", "outputType": "searchResults"},
+        b'{"results": []}',
+        linkup.SearchResults(results=[]),
+    ),
     (
         {
             "query": "A long query.",

From 08405c29e3ec37b26e3798761c47e5a88966e128 Mon Sep 17 00:00:00 2001
From: cjumel <clement.jumel@gmail.com>
Date: Thu, 21 May 2026 12:39:21 +0200
Subject: [PATCH 4/5] chore: remove unused rich dependency

---
 pyproject.toml |  1 -
 uv.lock        | 38 +-------------------------------------
 2 files changed, 1 insertion(+), 38 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f32dd72..f8fa2cd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,7 +36,6 @@ dev = [
   "pytest-mock>=3.14.1",
   "pytest>=8.4.1",
   "python-dotenv>=1.1.1",
-  "rich>=14.1.0",
   "x402[httpx,evm]>=2.0.0",
 ]
 
diff --git a/uv.lock b/uv.lock
index 812c043..78c6fa0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -3,7 +3,7 @@ revision = 3
 requires-python = ">=3.10, <4.0"
 
 [options]
-exclude-newer = "2026-05-07T09:44:40.576585697Z"
+exclude-newer = "2026-05-07T10:38:11.900831Z"
 exclude-newer-span = "P2W"
 
 [[package]]
@@ -1070,7 +1070,6 @@ dev = [
     { name = "pytest-cov" },
     { name = "pytest-mock" },
     { name = "python-dotenv" },
-    { name = "rich" },
     { name = "x402", extra = ["evm", "httpx"] },
 ]
 
@@ -1092,31 +1091,9 @@ dev = [
     { name = "pytest-cov", specifier = ">=6.2.1" },
     { name = "pytest-mock", specifier = ">=3.14.1" },
     { name = "python-dotenv", specifier = ">=1.1.1" },
-    { name = "rich", specifier = ">=14.1.0" },
     { name = "x402", extras = ["httpx", "evm"], specifier = ">=2.0.0" },
 ]
 
-[[package]]
-name = "markdown-it-py"
-version = "4.0.0"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "mdurl" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/5b/f5/4ec618ed16cc4f8fb3b701563655a69816155e79e24a17b651541804721d/markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3", size = 73070, upload-time = "2025-08-11T12:57:52.854Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147", size = 87321, upload-time = "2025-08-11T12:57:51.923Z" },
-]
-
-[[package]]
-name = "mdurl"
-version = "0.1.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729, upload-time = "2022-08-14T12:40:10.846Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" },
-]
-
 [[package]]
 name = "multidict"
 version = "6.7.1"
@@ -1865,19 +1842,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6", size = 64738, upload-time = "2025-08-18T20:46:00.542Z" },
 ]
 
-[[package]]
-name = "rich"
-version = "14.3.2"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "markdown-it-py" },
-    { name = "pygments" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/74/99/a4cab2acbb884f80e558b0771e97e21e939c5dfb460f488d19df485e8298/rich-14.3.2.tar.gz", hash = "sha256:e712f11c1a562a11843306f5ed999475f09ac31ffb64281f73ab29ffdda8b3b8", size = 230143, upload-time = "2026-02-01T16:20:47.908Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/ef/45/615f5babd880b4bd7d405cc0dc348234c5ffb6ed1ea33e152ede08b2072d/rich-14.3.2-py3-none-any.whl", hash = "sha256:08e67c3e90884651da3239ea668222d19bea7b589149d8014a21c633420dbb69", size = 309963, upload-time = "2026-02-01T16:20:46.078Z" },
-]
-
 [[package]]
 name = "rlp"
 version = "4.1.0"

From d1bedb17b52738e45fc82557a2ae82bf35ac73f4 Mon Sep 17 00:00:00 2001
From: cjumel <clement.jumel@gmail.com>
Date: Thu, 21 May 2026 12:43:43 +0200
Subject: [PATCH 5/5] chore: bump dependencies

---
 pyproject.toml |    8 +-
 uv.lock        | 1519 ++++++++++++++++++++++++------------------------
 2 files changed, 771 insertions(+), 756 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f8fa2cd..c4a30e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,7 +18,7 @@ classifiers = [
 dependencies = ["httpx>=0.23.0", "pydantic>=2.0.0"]
 
 [project.optional-dependencies]
-build = ["uv>=0.10.0,<0.11.0"] # For python-semantic-release build command, used in GitHub actions
+build = ["uv>=0.11.6,<0.12.0"] # For python-semantic-release build command, used in GitHub actions
 x402 = ["x402[httpx,evm]>=2.0.0"]
 
 [project.urls]
@@ -34,8 +34,8 @@ dev = [
   "pytest-asyncio>=1.0.0",
   "pytest-cov>=6.2.1",
   "pytest-mock>=3.14.1",
-  "pytest>=8.4.1",
-  "python-dotenv>=1.1.1",
+  "pytest>=9.0.3",
+  "python-dotenv>=1.2.2",
   "x402[httpx,evm]>=2.0.0",
 ]
 
@@ -136,7 +136,7 @@ parse_squash_commits = false
 
 [tool.uv]
 exclude-newer = "2 weeks" # Reduce risks of supply chain attacks
-required-version = ">=0.10.0,<0.11.0"
+required-version = ">=0.11.6,<0.12.0"
 
 [build-system]
 build-backend = "hatchling.build"
diff --git a/uv.lock b/uv.lock
index 78c6fa0..210616a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -3,7 +3,7 @@ revision = 3
 requires-python = ">=3.10, <4.0"
 
 [options]
-exclude-newer = "2026-05-07T10:38:11.900831Z"
+exclude-newer = "0001-01-01T00:00:00Z" # This has no effect and is included for backwards compatibility when using relative exclude-newer values.
 exclude-newer-span = "P2W"
 
 [[package]]
@@ -17,7 +17,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.3"
+version = "3.13.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -29,110 +29,110 @@ dependencies = [
     { name = "propcache" },
     { name = "yarl" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/50/42/32cf8e7704ceb4481406eb87161349abb46a57fee3f008ba9cb610968646/aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88", size = 7844556, upload-time = "2026-01-03T17:33:05.204Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/36/d6/5aec9313ee6ea9c7cde8b891b69f4ff4001416867104580670a31daeba5b/aiohttp-3.13.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d5a372fd5afd301b3a89582817fdcdb6c34124787c70dbcc616f259013e7eef7", size = 738950, upload-time = "2026-01-03T17:29:13.002Z" },
-    { url = "https://files.pythonhosted.org/packages/68/03/8fa90a7e6d11ff20a18837a8e2b5dd23db01aabc475aa9271c8ad33299f5/aiohttp-3.13.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:147e422fd1223005c22b4fe080f5d93ced44460f5f9c105406b753612b587821", size = 496099, upload-time = "2026-01-03T17:29:15.268Z" },
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