release(sdk-py): 0.2.11

2026-08-24 00:22:25 +02:00 · 2025-11-24 18:33:36 -08:00
26 changed files with 1490 additions and 2310 deletions
@@ -38,7 +38,7 @@ def main():
        tree = ast.parse(file.read())

    classes = find_classes(tree)
-
+  
    def is_sync(class_spec: Tuple[str, List[str]]) -> bool:
        return class_spec[0].startswith("Sync")

@@ -0,0 +1,72 @@
+name: Deploy Docs Redirects
+
+on:
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+
+permissions:
+  contents: read
+  pages: write
+  id-token: write
+
+concurrency:
+  group: "pages"
+  cancel-in-progress: false
+
+defaults:
+  run:
+    working-directory: docs
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    timeout-minutes: 10 # Job will be cancelled if it runs for more than 10 minutes
+    env:
+      GITHUB_TOKEN: ${{ secrets.MKDOCS_GITHUB_TOKEN }}
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: astral-sh/setup-uv@v7
+        with:
+          python-version: "3.12"
+          enable-cache: true
+          cache-suffix: "docs"
+
+      - name: Install dependencies
+        run: |
+          yarn
+          uv sync --all-groups
+          # we run this installation only for internal PRs
+          # as GITHUB_TOKEN is not available for PRs from outside contributors
+          if [ -n "${GITHUB_TOKEN}" ]; then
+            uv run pip install "git+https://${GITHUB_TOKEN}@github.com/langchain-ai/mkdocs-material-insiders.git"
+          fi
+
+      - name: Build llms-text
+        run: make llms-text
+
+      - name: Build site (redirects only)
+        run: make build-docs
+        env:
+          OPENAI_API_KEY: sf-proj-1234567890 # fake placeholder, shouldn't actually be used
+          ANTHROPIC_API_KEY: sk-ant-api03-1234567890 # fake placeholder, shouldn't actually be used
+
+      - name: Configure GitHub Pages
+        if: github.ref == 'refs/heads/main'
+        uses: actions/configure-pages@v5
+
+      - name: Upload Pages Artifact
+        if: github.ref == 'refs/heads/main'
+        uses: actions/upload-pages-artifact@v4
+        with:
+          path: ./docs/site/
+
+      - name: Deploy to GitHub Pages
+        if: github.ref == 'refs/heads/main'
+        id: deployment
+        uses: actions/deploy-pages@v4
@@ -322,6 +322,5 @@ jobs:
          token: ${{ secrets.GITHUB_TOKEN }}
          generateReleaseNotes: false
          tag: ${{needs.build.outputs.tag}}
-          name: ${{ needs.build.outputs.pkg-name }}==${{ needs.build.outputs.version }}
          body: ${{ needs.release-notes.outputs.release-body }}
          commit: ${{ github.sha }}
@@ -2340,13 +2340,13 @@ __metadata:
  linkType: hard

 "js-yaml@npm:^4.1.0":
-  version: 4.1.1
-  resolution: "js-yaml@npm:4.1.1"
+  version: 4.1.0
+  resolution: "js-yaml@npm:4.1.0"
  dependencies:
    argparse: "npm:^2.0.1"
  bin:
    js-yaml: bin/js-yaml.js
-  checksum: 10c0/561c7d7088c40a9bb53cc75becbfb1df6ae49b34b5e6e5a81744b14ae8667ec564ad2527709d1a6e7d5e5fa6d483aa0f373a50ad98d42fde368ec4a190d4fae7
+  checksum: 10c0/184a24b4eaacfce40ad9074c64fd42ac83cf74d8c8cd137718d456ced75051229e5061b8633c3366b8aada17945a7a356b337828c19da92b51ae62126575018f
  languageName: node
  linkType: hard

@@ -97,8 +97,7 @@ class InMemorySaver(
            self.stack.enter_context(self.blobs)  # type: ignore[arg-type]

    def __enter__(self) -> InMemorySaver:
-        self.stack.__enter__()
-        return self
+        return self.stack.__enter__()

    def __exit__(
        self,
@@ -109,8 +108,7 @@ class InMemorySaver(
        return self.stack.__exit__(exc_type, exc_value, traceback)

    async def __aenter__(self) -> InMemorySaver:
-        self.stack.__enter__()
-        return self
+        return self.stack.__enter__()

    async def __aexit__(
        self,
@@ -15,7 +15,9 @@ class UntypedSerializerProtocol(Protocol):
 class SerializerProtocol(Protocol):
    """Protocol for serialization and deserialization of objects.

+    - `dumps`: Serialize an object to bytes.
    - `dumps_typed`: Serialize an object to a tuple `(type, bytes)`.
+    - `loads`: Deserialize an object from bytes.
    - `loads_typed`: Deserialize an object from a tuple `(type, bytes)`.

    Valid implementations include the `pickle`, `json` and `orjson` modules.
@@ -188,14 +188,7 @@ class TestMemorySaver:
        assert len(search_results_4) == 0


-async def test_memory_saver() -> None:
+def test_memory_saver() -> None:
    from langgraph.checkpoint.memory import InMemorySaver

-    memory_saver = InMemorySaver()
-    assert isinstance(memory_saver, InMemorySaver)
-
-    async with memory_saver as async_memory_saver:
-        assert async_memory_saver is memory_saver
-
-    with memory_saver as sync_memory_saver:
-        assert sync_memory_saver is memory_saver
+    assert isinstance(InMemorySaver(), InMemorySaver)
@@ -15,7 +15,6 @@ import msgspec

 from langgraph_cli.schemas import (
    AuthConfig,
-    CacheConfig,
    CheckpointerConfig,
    Config,
    ConfigurableHeaderConfig,
@@ -112,7 +111,6 @@ def add_descriptions_to_schema(schema, cls):
                SecurityConfig,
                HttpConfig,
                CorsConfig,
-                CacheConfig,
                ThreadTTLConfig,
                CheckpointerConfig,
                SerdeConfig,
@@ -233,27 +233,6 @@ class SecurityConfig(TypedDict, total=False):
    """


-class CacheConfig(TypedDict, total=False):
-    cache_keys: list[str]
-    """Optional. List of header keys to use for caching.
-    
-    Example:
-        ["user_id", "workspace_id"]
-    """
-    ttl_seconds: int
-    """Optional. Time-to-live in seconds for cached items.
-    
-    Example:
-        3600
-    """
-    max_size: int
-    """Optional. Maximum size of the cache.
-    
-    Example:
-        100
-    """
-
-
 class AuthConfig(TypedDict, total=False):
    """Configuration for custom authentication logic and how it integrates into the OpenAPI spec."""

@@ -290,16 +269,6 @@ class AuthConfig(TypedDict, total=False):
            ]
        }
    """
-    cache: CacheConfig
-    """Optional. Cache configuration for the server.
-    
-    Example:
-        {
-            "cache_keys": ["user_id", "workspace_id"],
-            "ttl_seconds": 3600,
-            "max_size": 100
-        }
-    """


 class CorsConfig(TypedDict, total=False):
@@ -398,12 +367,7 @@ class HttpConfig(TypedDict, total=False):
    Default is False.
    """
    disable_mcp: bool
-    """Optional. If `True`, /mcp routes are removed, disabling default support to expose the deployment as an MCP server.
-    
-    Default is False.
-    """
-    disable_a2a: bool
-    """Optional. If `True`, /a2a routes are removed, disabling default support to expose the deployment as an agent-to-agent (A2A) server.
+    """Optional. If `True`, /mcp routes are removed, disabling the MCP server.
    
    Default is False.
    """
@@ -413,17 +377,6 @@ class HttpConfig(TypedDict, total=False):
    Set to True to disable the following endpoints: /openapi.json, /info, /metrics, /docs.
    This will also make the /ok endpoint skip any DB or other checks, always returning {"ok": True}.
    
-    Default is False.
-    """
-    disable_ui: bool
-    """Optional. If `True`, /ui routes are removed, disabling the UI server.
-    
-    Default is False.
-    """
-    disable_webhooks: bool
-    """Optional. If `True`, webhooks are disabled. Runs created with an associated webhook will
-    still be executed, but the webhook event will not be sent.
-    
    Default is False.
    """
    cors: CorsConfig | None
@@ -456,12 +409,6 @@ class HttpConfig(TypedDict, total=False):
    Default is False. This flag only affects authentication behavior
    if `app` is provided and contains custom routes.
    """
-    mount_prefix: str
-    """Optional. URL prefix to prepend to all the routes.
-    
-    Example:
-        "/api"
-    """


 class Config(TypedDict, total=False):
@@ -405,10 +405,6 @@
      "description": "Configuration for custom authentication logic and how it integrates into the OpenAPI spec.",
      "type": "object",
      "properties": {
-        "cache": {
-          "$ref": "#/$defs/CacheConfig",
-          "description": "Optional. Cache configuration for the server.\n"
-        },
        "disable_studio_auth": {
          "type": "boolean",
          "description": "Optional. Whether to disable LangSmith API-key authentication for requests originating the Studio.\n\nDefaults to False, meaning that if a particular header is set, the server will verify the `x-api-key` header\nvalue is a valid API key for the deployment's workspace. If `True`, all requests will go through your custom\nauthentication logic, regardless of origin of the request.\n"
@@ -424,29 +420,6 @@
      },
      "required": []
    },
-    "CacheConfig": {
-      "title": "CacheConfig",
-      "type": "object",
-      "properties": {
-        "cache_keys": {
-          "type": "array",
-          "items": {
-            "type": "string"
-          },
-          "description": "Optional. List of header keys to use for caching.\n"
-        },
-        "max_size": {
-          "type": "integer",
-          "description": "Optional. Maximum size of the cache.\n"
-        },
-        "ttl_seconds": {
-          "type": "integer",
-          "description": "Optional. Time-to-live in seconds for cached items.\n"
-        }
-      },
-      "required": [],
-      "description": "dict() -> new empty dictionary\ndict(mapping) -> new dictionary initialized from a mapping object's\n    (key, value) pairs\ndict(iterable) -> new dictionary initialized as if via:\n    d = {}\n    for k, v in iterable:\n        d[k] = v\ndict(**kwargs) -> new dictionary initialized with the name=value pairs\n    in the keyword argument list.  For example:  dict(one=1, two=2)"
-    },
    "SecurityConfig": {
      "title": "SecurityConfig",
      "description": "Configuration for OpenAPI security definitions and requirements.\n\nUseful for specifying global or path-level authentication and authorization flows\n(e.g., OAuth2, API key headers, etc.).",
@@ -623,17 +596,13 @@
          ],
          "description": "Optional. Defines CORS restrictions. If omitted, no special rules are set and\ncross-origin behavior depends on default server settings.\n"
        },
-        "disable_a2a": {
-          "type": "boolean",
-          "description": "Optional. If `True`, /a2a routes are removed, disabling default support to expose the deployment as an agent-to-agent (A2A) server.\n\nDefault is False.\n"
-        },
        "disable_assistants": {
          "type": "boolean",
          "description": "Optional. If `True`, /assistants routes are removed from the server.\n\nDefault is False (meaning /assistants is enabled).\n"
        },
        "disable_mcp": {
          "type": "boolean",
-          "description": "Optional. If `True`, /mcp routes are removed, disabling default support to expose the deployment as an MCP server.\n\nDefault is False.\n"
+          "description": "Optional. If `True`, /mcp routes are removed, disabling the MCP server.\n\nDefault is False.\n"
        },
        "disable_meta": {
          "type": "boolean",
@@ -651,14 +620,6 @@
          "type": "boolean",
          "description": "Optional. If `True`, /threads routes are removed.\n\nDefault is False.\n"
        },
-        "disable_ui": {
-          "type": "boolean",
-          "description": "Optional. If `True`, /ui routes are removed, disabling the UI server.\n\nDefault is False.\n"
-        },
-        "disable_webhooks": {
-          "type": "boolean",
-          "description": "Optional. If `True`, webhooks are disabled. Runs created with an associated webhook will\nstill be executed, but the webhook event will not be sent.\n\nDefault is False.\n"
-        },
        "enable_custom_route_auth": {
          "type": "boolean",
          "description": "Optional. If `True`, authentication is enabled for custom routes,\nnot just the routes that are protected by default.\n(Routes protected by default include /assistants, /threads, and /runs).\n\nDefault is False. This flag only affects authentication behavior\nif `app` is provided and contains custom routes.\n"
@@ -687,10 +648,6 @@
            }
          ],
          "description": "Optional. Defines the order in which to apply server customizations.\n"
-        },
-        "mount_prefix": {
-          "type": "string",
-          "description": "Optional. URL prefix to prepend to all the routes.\n"
        }
      },
      "required": []
@@ -405,10 +405,6 @@
      "description": "Configuration for custom authentication logic and how it integrates into the OpenAPI spec.",
      "type": "object",
      "properties": {
-        "cache": {
-          "$ref": "#/$defs/CacheConfig",
-          "description": "Optional. Cache configuration for the server.\n"
-        },
        "disable_studio_auth": {
          "type": "boolean",
          "description": "Optional. Whether to disable LangSmith API-key authentication for requests originating the Studio.\n\nDefaults to False, meaning that if a particular header is set, the server will verify the `x-api-key` header\nvalue is a valid API key for the deployment's workspace. If `True`, all requests will go through your custom\nauthentication logic, regardless of origin of the request.\n"
@@ -424,29 +420,6 @@
      },
      "required": []
    },
-    "CacheConfig": {
-      "title": "CacheConfig",
-      "type": "object",
-      "properties": {
-        "cache_keys": {
-          "type": "array",
-          "items": {
-            "type": "string"
-          },
-          "description": "Optional. List of header keys to use for caching.\n"
-        },
-        "max_size": {
-          "type": "integer",
-          "description": "Optional. Maximum size of the cache.\n"
-        },
-        "ttl_seconds": {
-          "type": "integer",
-          "description": "Optional. Time-to-live in seconds for cached items.\n"
-        }
-      },
-      "required": [],
-      "description": "dict() -> new empty dictionary\ndict(mapping) -> new dictionary initialized from a mapping object's\n    (key, value) pairs\ndict(iterable) -> new dictionary initialized as if via:\n    d = {}\n    for k, v in iterable:\n        d[k] = v\ndict(**kwargs) -> new dictionary initialized with the name=value pairs\n    in the keyword argument list.  For example:  dict(one=1, two=2)"
-    },
    "SecurityConfig": {
      "title": "SecurityConfig",
      "description": "Configuration for OpenAPI security definitions and requirements.\n\nUseful for specifying global or path-level authentication and authorization flows\n(e.g., OAuth2, API key headers, etc.).",
@@ -623,17 +596,13 @@
          ],
          "description": "Optional. Defines CORS restrictions. If omitted, no special rules are set and\ncross-origin behavior depends on default server settings.\n"
        },
-        "disable_a2a": {
-          "type": "boolean",
-          "description": "Optional. If `True`, /a2a routes are removed, disabling default support to expose the deployment as an agent-to-agent (A2A) server.\n\nDefault is False.\n"
-        },
        "disable_assistants": {
          "type": "boolean",
          "description": "Optional. If `True`, /assistants routes are removed from the server.\n\nDefault is False (meaning /assistants is enabled).\n"
        },
        "disable_mcp": {
          "type": "boolean",
-          "description": "Optional. If `True`, /mcp routes are removed, disabling default support to expose the deployment as an MCP server.\n\nDefault is False.\n"
+          "description": "Optional. If `True`, /mcp routes are removed, disabling the MCP server.\n\nDefault is False.\n"
        },
        "disable_meta": {
          "type": "boolean",
@@ -651,14 +620,6 @@
          "type": "boolean",
          "description": "Optional. If `True`, /threads routes are removed.\n\nDefault is False.\n"
        },
-        "disable_ui": {
-          "type": "boolean",
-          "description": "Optional. If `True`, /ui routes are removed, disabling the UI server.\n\nDefault is False.\n"
-        },
-        "disable_webhooks": {
-          "type": "boolean",
-          "description": "Optional. If `True`, webhooks are disabled. Runs created with an associated webhook will\nstill be executed, but the webhook event will not be sent.\n\nDefault is False.\n"
-        },
        "enable_custom_route_auth": {
          "type": "boolean",
          "description": "Optional. If `True`, authentication is enabled for custom routes,\nnot just the routes that are protected by default.\n(Routes protected by default include /assistants, /threads, and /runs).\n\nDefault is False. This flag only affects authentication behavior\nif `app` is provided and contains custom routes.\n"
@@ -687,10 +648,6 @@
            }
          ],
          "description": "Optional. Defines the order in which to apply server customizations.\n"
-        },
-        "mount_prefix": {
-          "type": "string",
-          "description": "Optional. URL prefix to prepend to all the routes.\n"
        }
      },
      "required": []
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph"
-version = "1.0.4"
+version = "1.0.3"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"
@@ -3271,7 +3271,7 @@ def test_root_graph(
                    content="result for query",
                    name="search_api",
                    tool_call_id="tool_call123",
-                    id="00000000-0000-4000-8000-000000000004",
+                    id="00000000-0000-4000-8000-000000000024",
                )
            ]
        },
@@ -3294,7 +3294,7 @@ def test_root_graph(
                    content="result for another",
                    name="search_api",
                    tool_call_id="tool_call456",
-                    id="00000000-0000-4000-8000-000000000005",
+                    id="00000000-0000-4000-8000-000000000030",
                )
            ]
        },
@@ -3898,7 +3898,7 @@ def test_root_graph(
        "__root__": [
            HumanMessage(
                content="what is weather in sf",
-                id="00000000-0000-4000-8000-000000000008",
+                id="00000000-0000-4000-8000-000000000051",
            ),
            AIMessage(
                content="",
@@ -3918,7 +3918,7 @@ def test_root_graph(
            ),
            AIMessage(content="answer", id="ai2"),
            AIMessage(
-                content="an extra message", id="00000000-0000-4000-8000-000000000010"
+                content="an extra message", id="00000000-0000-4000-8000-000000000066"
            ),
            HumanMessage(content="what is weather in la"),
        ],
@@ -919,8 +919,8 @@ async def test_langgraph_cloud_integration():
    from langgraph.graph import END, START, MessagesState, StateGraph

    # create RemotePregel instance
-    client = get_client(url="http://localhost:8123")
-    sync_client = get_sync_client(url="http://localhost:8123")
+    client = get_client()
+    sync_client = get_sync_client()
    remote_pregel = RemoteGraph(
        "agent",
        client=client,
@@ -17,7 +17,7 @@ lint lint_diff:
 	uv run ruff check .
 	[ "$(PYTHON_FILES)" = "" ] || uv run ruff format $(PYTHON_FILES) --diff
 	[ "$(PYTHON_FILES)" = "" ] || uv run ruff check --select I $(PYTHON_FILES)
-	uv run ty check .
+	uvx ty check .

 format format_diff:
 	uv run ruff check --select I --fix $(PYTHON_FILES)
@@ -1,6 +1,6 @@
 from langgraph_sdk.auth import Auth
 from langgraph_sdk.client import get_client, get_sync_client

-__version__ = "0.2.14"
+__version__ = "0.2.11"

 __all__ = ["Auth", "get_client", "get_sync_client"]
@@ -35,7 +35,6 @@ from langgraph_sdk.schema import (
    Assistant,
    AssistantSelectField,
    AssistantSortBy,
-    AssistantsSearchResponse,
    AssistantVersion,
    CancelAction,
    Checkpoint,
@@ -82,37 +81,25 @@ logger = logging.getLogger(__name__)

 RESERVED_HEADERS = ("x-api-key",)

-NOT_PROVIDED = cast(None, object())

-
-def _get_api_key(api_key: str | None = NOT_PROVIDED) -> str | None:
+def _get_api_key(api_key: str | None = None) -> str | None:
    """Get the API key from the environment.
    Precedence:
-        1. explicit string argument
-        2. LANGGRAPH_API_KEY (if api_key not provided)
-        3. LANGSMITH_API_KEY (if api_key not provided)
-        4. LANGCHAIN_API_KEY (if api_key not provided)
-
-    Args:
-        api_key: The API key to use. Can be:
-            - A string: use this exact API key
-            - None: explicitly skip loading from environment
-            - NOT_PROVIDED (default): auto-load from environment variables
+        1. explicit argument
+        2. LANGGRAPH_API_KEY
+        3. LANGSMITH_API_KEY
+        4. LANGCHAIN_API_KEY
    """
-    if isinstance(api_key, str):
+    if api_key:
        return api_key
-    if api_key is NOT_PROVIDED:
-        # api_key is not explicitly provided, try to load from environment
-        for prefix in ["LANGGRAPH", "LANGSMITH", "LANGCHAIN"]:
-            if env := os.getenv(f"{prefix}_API_KEY"):
-                return env.strip().strip('"').strip("'")
-    # api_key is explicitly None, don't load from environment
-    return None
+    for prefix in ["LANGGRAPH", "LANGSMITH", "LANGCHAIN"]:
+        if env := os.getenv(f"{prefix}_API_KEY"):
+            return env.strip().strip('"').strip("'")
+    return None  # type: ignore


 def _get_headers(
-    api_key: str | None,
-    custom_headers: Mapping[str, str] | None,
+    api_key: str | None, custom_headers: Mapping[str, str] | None
 ) -> dict[str, str]:
    """Combine api_key and custom user-provided headers."""
    custom_headers = custom_headers or {}
@@ -124,9 +111,9 @@ def _get_headers(
        "User-Agent": f"langgraph-sdk-py/{langgraph_sdk.__version__}",
        **custom_headers,
    }
-    resolved_api_key = _get_api_key(api_key)
-    if resolved_api_key:
-        headers["x-api-key"] = resolved_api_key
+    api_key = _get_api_key(api_key)
+    if api_key:
+        headers["x-api-key"] = api_key

    return headers

@@ -177,7 +164,7 @@ def _get_run_metadata_from_response(
 def get_client(
    *,
    url: str | None = None,
-    api_key: str | None = NOT_PROVIDED,
+    api_key: str | None = None,
    headers: Mapping[str, str] | None = None,
    timeout: TimeoutTypes | None = None,
 ) -> LangGraphClient:
@@ -190,16 +177,14 @@ def get_client(
        url:
            Base URL of the LangGraph API.
            - If `None`, the client first attempts an in-process connection via ASGI transport.
-              If that fails, it defers registration until after app initialization. This
-              only works if the client is used from within the Agent server.
+              If that fails, it falls back to `http://localhost:8123`.
        api_key:
-            API key for authentication. Can be:
-              - A string: use this exact API key
-              - `None`: explicitly skip loading from environment variables
-              - Not provided (default): auto-load from environment in this order:
-                1. `LANGGRAPH_API_KEY`
-                2. `LANGSMITH_API_KEY`
-                3. `LANGCHAIN_API_KEY`
+            API key for authentication. If omitted, the client reads from environment
+            variables in the following order:
+              1. Function argument
+              2. `LANGGRAPH_API_KEY`
+              3. `LANGSMITH_API_KEY`
+              4. `LANGCHAIN_API_KEY`
        headers:
            Additional HTTP headers to include in requests. Merged with authentication headers.
        timeout:
@@ -240,38 +225,23 @@ def get_client(
                input={"messages": [{"role": "user", "content": "Foo"}]},
            )
        ```
-
-    ???+ example "Skip auto-loading API key from environment:"
-
-        ```python
-        from langgraph_sdk import get_client
-
-        # Don't load API key from environment variables
-        client = get_client(
-            url="http://localhost:8123",
-            api_key=None
-        )
-        ```
    """

    transport: httpx.AsyncBaseTransport | None = None
    if url is None:
-        url = "http://api"
        if os.environ.get("__LANGGRAPH_DEFER_LOOPBACK_TRANSPORT") == "true":
            transport = get_asgi_transport()(app=None, root_path="/noauth")
            _registered_transports.append(transport)
+            url = "http://api"
        else:
            try:
                from langgraph_api.server import app  # type: ignore

+                url = "http://api"
+
                transport = get_asgi_transport()(app, root_path="/noauth")
            except Exception:
-                logger.debug(
-                    "Failed to connect to in-process LangGraph server. Deferring configuration.",
-                    exc_info=True,
-                )
-                transport = get_asgi_transport()(app=None, root_path="/noauth")
-                _registered_transports.append(transport)
+                url = "http://localhost:8123"

    if transport is None:
        transport = httpx.AsyncHTTPTransport(retries=5)
@@ -1059,7 +1029,6 @@ class AssistantsClient:
            f"/assistants/{assistant_id}", headers=headers, params=params
        )

-    @overload
    async def search(
        self,
        *,
@@ -1071,43 +1040,9 @@ class AssistantsClient:
        sort_by: AssistantSortBy | None = None,
        sort_order: SortOrder | None = None,
        select: list[AssistantSelectField] | None = None,
-        response_format: Literal["object"],
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
-    ) -> AssistantsSearchResponse: ...
-
-    @overload
-    async def search(
-        self,
-        *,
-        metadata: Json = None,
-        graph_id: str | None = None,
-        name: str | None = None,
-        limit: int = 10,
-        offset: int = 0,
-        sort_by: AssistantSortBy | None = None,
-        sort_order: SortOrder | None = None,
-        select: list[AssistantSelectField] | None = None,
-        response_format: Literal["array"] = "array",
-        headers: Mapping[str, str] | None = None,
-        params: QueryParamTypes | None = None,
-    ) -> list[Assistant]: ...
-
-    async def search(
-        self,
-        *,
-        metadata: Json = None,
-        graph_id: str | None = None,
-        name: str | None = None,
-        limit: int = 10,
-        offset: int = 0,
-        sort_by: AssistantSortBy | None = None,
-        sort_order: SortOrder | None = None,
-        select: list[AssistantSelectField] | None = None,
-        response_format: Literal["array", "object"] = "array",
-        headers: Mapping[str, str] | None = None,
-        params: QueryParamTypes | None = None,
-    ) -> AssistantsSearchResponse | list[Assistant]:
+    ) -> list[Assistant]:
        """Search for assistants.

        Args:
@@ -1120,38 +1055,24 @@ class AssistantsClient:
            offset: The number of results to skip.
            sort_by: The field to sort by.
            sort_order: The order to sort by.
-            select: Specific assistant fields to include in the response.
-            response_format: Controls the response shape. Use ``"array"`` (default)
-                to return a bare list of assistants, or ``"object"`` to return
-                a mapping containing assistants plus pagination metadata.
-                Defaults to "array", though this default will be changed to "object" in a future release.
            headers: Optional custom headers to include with the request.
            params: Optional query parameters to include with the request.

        Returns:
-            A list of assistants (when ``response_format=\"array\"``) or a mapping
-            with the assistants and the next pagination cursor (when
-            ``response_format=\"object\"``).
+            A list of assistants.

        ???+ example "Example Usage"

            ```python
            client = get_client(url="http://localhost:2024")
-            response = await client.assistants.search(
+            assistants = await client.assistants.search(
                metadata = {"name":"my_name"},
                graph_id="my_graph_id",
                limit=5,
-                offset=5,
-                response_format="object"
+                offset=5
            )
-            next_cursor = response["next"]
-            assistants = response["assistants"]
            ```
        """
-        if response_format not in ("array", "object"):
-            raise ValueError(
-                f"response_format must be 'array' or 'object', got {response_format!r}"
-            )
        payload: dict[str, Any] = {
            "limit": limit,
            "offset": offset,
@@ -1168,25 +1089,12 @@ class AssistantsClient:
            payload["sort_order"] = sort_order
        if select:
            payload["select"] = select
-        next_cursor: str | None = None
-
-        def capture_pagination(response: httpx.Response) -> None:
-            nonlocal next_cursor
-            next_cursor = response.headers.get("X-Pagination-Next")
-
-        assistants = cast(
-            list[Assistant],
-            await self.http.post(
-                "/assistants/search",
-                json=payload,
-                headers=headers,
-                params=params,
-                on_response=capture_pagination if response_format == "object" else None,
-            ),
+        return await self.http.post(
+            "/assistants/search",
+            json=payload,
+            headers=headers,
+            params=params,
        )
-        if response_format == "object":
-            return {"assistants": assistants, "next": next_cursor}
-        return assistants

    async def count(
        self,
@@ -3563,7 +3471,7 @@ class StoreClient:
 def get_sync_client(
    *,
    url: str | None = None,
-    api_key: str | None = NOT_PROVIDED,
+    api_key: str | None = None,
    headers: Mapping[str, str] | None = None,
    timeout: TimeoutTypes | None = None,
 ) -> SyncLangGraphClient:
@@ -3571,13 +3479,12 @@ def get_sync_client(

    Args:
        url: The URL of the LangGraph API.
-        api_key: API key for authentication. Can be:
-            - A string: use this exact API key
-            - `None`: explicitly skip loading from environment variables
-            - Not provided (default): auto-load from environment in this order:
-                1. `LANGGRAPH_API_KEY`
-                2. `LANGSMITH_API_KEY`
-                3. `LANGCHAIN_API_KEY`
+        api_key: The API key. If not provided, it will be read from the environment.
+            Precedence:
+                1. explicit argument
+                2. LANGGRAPH_API_KEY
+                3. LANGSMITH_API_KEY
+                4. LANGCHAIN_API_KEY
        headers: Optional custom headers
        timeout: Optional timeout configuration for the HTTP client.
            Accepts an httpx.Timeout instance, a float (seconds), or a tuple of timeouts.
@@ -3598,18 +3505,6 @@ def get_sync_client(
        # example usage: client.<model>.<method_name>()
        assistant = client.assistants.get(assistant_id="some_uuid")
        ```
-
-    ???+ example "Skip auto-loading API key from environment:"
-
-        ```python
-        from langgraph_sdk import get_sync_client
-
-        # Don't load API key from environment variables
-        client = get_sync_client(
-            url="http://localhost:8123",
-            api_key=None
-        )
-        ```
    """

    if url is None:
@@ -4395,7 +4290,6 @@ class SyncAssistantsClient:
        """
        self.http.delete(f"/assistants/{assistant_id}", headers=headers, params=params)

-    @overload
    def search(
        self,
        *,
@@ -4407,43 +4301,9 @@ class SyncAssistantsClient:
        sort_by: AssistantSortBy | None = None,
        sort_order: SortOrder | None = None,
        select: list[AssistantSelectField] | None = None,
-        response_format: Literal["object"],
        headers: Mapping[str, str] | None = None,
        params: QueryParamTypes | None = None,
-    ) -> AssistantsSearchResponse: ...
-
-    @overload
-    def search(
-        self,
-        *,
-        metadata: Json = None,
-        graph_id: str | None = None,
-        name: str | None = None,
-        limit: int = 10,
-        offset: int = 0,
-        sort_by: AssistantSortBy | None = None,
-        sort_order: SortOrder | None = None,
-        select: list[AssistantSelectField] | None = None,
-        response_format: Literal["array"] = "array",
-        headers: Mapping[str, str] | None = None,
-        params: QueryParamTypes | None = None,
-    ) -> list[Assistant]: ...
-
-    def search(
-        self,
-        *,
-        metadata: Json = None,
-        graph_id: str | None = None,
-        name: str | None = None,
-        limit: int = 10,
-        offset: int = 0,
-        sort_by: AssistantSortBy | None = None,
-        sort_order: SortOrder | None = None,
-        select: list[AssistantSelectField] | None = None,
-        response_format: Literal["array", "object"] = "array",
-        headers: Mapping[str, str] | None = None,
-        params: QueryParamTypes | None = None,
-    ) -> AssistantsSearchResponse | list[Assistant]:
+    ) -> list[Assistant]:
        """Search for assistants.

        Args:
@@ -4454,37 +4314,23 @@ class SyncAssistantsClient:
                The filtering logic will match assistants where 'name' is a substring (case insensitive) of the assistant name.
            limit: The maximum number of results to return.
            offset: The number of results to skip.
-            sort_by: The field to sort by.
-            sort_order: The order to sort by.
-            select: Specific assistant fields to include in the response.
-            response_format: Controls the response shape. Use ``"array"`` (default)
-                to return a bare list of assistants, or ``"object"`` to return
-                a mapping containing assistants plus pagination metadata.
-                Defaults to "array", though this default will be changed to "object" in a future release.
            headers: Optional custom headers to include with the request.

        Returns:
-            A list of assistants (when ``response_format=\"array\"``) or a mapping
-            with the assistants and the next pagination cursor (when
-            ``response_format=\"object\"``).
+            A list of assistants.

        ???+ example "Example Usage"

            ```python
            client = get_sync_client(url="http://localhost:2024")
-            response = client.assistants.search(
+            assistants = client.assistants.search(
                metadata = {"name":"my_name"},
                graph_id="my_graph_id",
                limit=5,
-                offset=5,
-                response_format="object",
+                offset=5
            )
-            assistants = response["assistants"]
-            next_cursor = response["next"]
            ```
        """
-        if response_format not in ("array", "object"):
-            raise ValueError("response_format must be 'array' or 'object'")
        payload: dict[str, Any] = {
            "limit": limit,
            "offset": offset,
@@ -4501,25 +4347,12 @@ class SyncAssistantsClient:
            payload["sort_order"] = sort_order
        if select:
            payload["select"] = select
-        next_cursor: str | None = None
-
-        def capture_pagination(response: httpx.Response) -> None:
-            nonlocal next_cursor
-            next_cursor = response.headers.get("X-Pagination-Next")
-
-        assistants = cast(
-            list[Assistant],
-            self.http.post(
-                "/assistants/search",
-                json=payload,
-                headers=headers,
-                params=params,
-                on_response=capture_pagination if response_format == "object" else None,
-            ),
+        return self.http.post(
+            "/assistants/search",
+            json=payload,
+            headers=headers,
+            params=params,
        )
-        if response_format == "object":
-            return {"assistants": assistants, "next": next_cursor}
-        return assistants

    def count(
        self,
@@ -246,15 +246,6 @@ class Assistant(AssistantBase):
    """The last time the assistant was updated."""


-class AssistantsSearchResponse(TypedDict):
-    """Paginated response for assistant search results."""
-
-    assistants: list[Assistant]
-    """The assistants returned for the current search page."""
-    next: str | None
-    """Pagination cursor from the ``X-Pagination-Next`` response header."""
-
-
 class Interrupt(TypedDict):
    """Represents an interruption in the execution flow."""

@@ -29,12 +29,7 @@ test = [
    "pytest-mock",
    "pytest-watch",
 ]
-lint = [
-    "ruff==0.14.7",
-    "codespell",
-    "mypy==1.19.0",
-    "ty==0.0.1a27",
-]
+lint = ["ruff", "codespell", "mypy"]
 dev = [
  { include-group = "test" },
  { include-group = "lint" },
@@ -1,91 +0,0 @@
-from __future__ import annotations
-
-import httpx
-import pytest
-
-from langgraph_sdk.client import (
-    AssistantsClient,
-    HttpClient,
-    SyncAssistantsClient,
-    SyncHttpClient,
-)
-
-
-def _assistant_payload() -> dict[str, object]:
-    return {
-        "assistant_id": "asst_123",
-        "graph_id": "graph_123",
-        "config": {"configurable": {"foo": "bar"}},
-        "context": {"foo": "bar"},
-        "created_at": "2024-01-01T00:00:00Z",
-        "metadata": {"env": "test"},
-        "version": 1,
-        "name": "My Assistant",
-        "description": "Example",
-        "updated_at": "2024-01-02T00:00:00Z",
-    }
-
-
-@pytest.mark.asyncio
-async def test_assistants_search_returns_list_by_default():
-    assistant = _assistant_payload()
-
-    async def handler(request: httpx.Request) -> httpx.Response:
-        assert request.method == "POST"
-        assert request.url.path == "/assistants/search"
-        return httpx.Response(200, json=[assistant])
-
-    transport = httpx.MockTransport(handler)
-    async with httpx.AsyncClient(
-        transport=transport, base_url="https://example.com"
-    ) as client:
-        http_client = HttpClient(client)
-        assistants_client = AssistantsClient(http_client)
-        result = await assistants_client.search(limit=3)
-
-    assert result == [assistant]
-
-
-@pytest.mark.asyncio
-async def test_assistants_search_can_return_object_with_pagination_metadata():
-    assistant = _assistant_payload()
-
-    async def handler(request: httpx.Request) -> httpx.Response:
-        assert request.method == "POST"
-        assert request.url.path == "/assistants/search"
-        return httpx.Response(
-            200,
-            headers={"X-Pagination-Next": "42"},
-            json=[assistant],
-        )
-
-    transport = httpx.MockTransport(handler)
-    async with httpx.AsyncClient(
-        transport=transport, base_url="https://example.com"
-    ) as client:
-        http_client = HttpClient(client)
-        assistants_client = AssistantsClient(http_client)
-        result = await assistants_client.search(response_format="object")
-
-    assert result == {"assistants": [assistant], "next": "42"}
-
-
-def test_sync_assistants_search_can_return_object_with_pagination_metadata():
-    assistant = _assistant_payload()
-
-    def handler(request: httpx.Request) -> httpx.Response:
-        assert request.method == "POST"
-        assert request.url.path == "/assistants/search"
-        return httpx.Response(
-            200,
-            headers={"X-Pagination-Next": "84"},
-            json=[assistant],
-        )
-
-    transport = httpx.MockTransport(handler)
-    with httpx.Client(transport=transport, base_url="https://example.com") as client:
-        http_client = SyncHttpClient(client)
-        assistants_client = SyncAssistantsClient(http_client)
-        result = assistants_client.search(response_format="object")
-
-    assert result == {"assistants": [assistant], "next": "84"}
@@ -1,70 +0,0 @@
-"""Tests for api_key parameter behavior."""
-
-import pytest
-
-from langgraph_sdk import get_client, get_sync_client
-
-
-class TestSkipAutoLoadApiKey:
-    """Test the api_key parameter's auto-loading behavior."""
-
-    @pytest.mark.asyncio
-    async def test_get_client_loads_from_env_by_default(self, monkeypatch):
-        """Test that API key is loaded from environment by default."""
-        monkeypatch.setenv("LANGGRAPH_API_KEY", "test-key-from-env")
-
-        client = get_client(url="http://localhost:8123")
-        assert "x-api-key" in client.http.client.headers
-        assert client.http.client.headers["x-api-key"] == "test-key-from-env"
-        await client.aclose()
-
-    @pytest.mark.asyncio
-    async def test_get_client_skips_env_when_sentinel_used(self, monkeypatch):
-        """Test that API key is not loaded from environment when None is explicitly passed."""
-        monkeypatch.setenv("LANGGRAPH_API_KEY", "test-key-from-env")
-
-        client = get_client(url="http://localhost:8123", api_key=None)
-        assert "x-api-key" not in client.http.client.headers
-        await client.aclose()
-
-    @pytest.mark.asyncio
-    async def test_get_client_uses_explicit_key_when_provided(self, monkeypatch):
-        """Test that explicit API key takes precedence over environment."""
-        monkeypatch.setenv("LANGGRAPH_API_KEY", "test-key-from-env")
-
-        client = get_client(
-            url="http://localhost:8123",
-            api_key="explicit-key",
-        )
-        assert "x-api-key" in client.http.client.headers
-        assert client.http.client.headers["x-api-key"] == "explicit-key"
-        await client.aclose()
-
-    def test_get_sync_client_loads_from_env_by_default(self, monkeypatch):
-        """Test that sync client loads API key from environment by default."""
-        monkeypatch.setenv("LANGGRAPH_API_KEY", "test-key-from-env")
-
-        client = get_sync_client(url="http://localhost:8123")
-        assert "x-api-key" in client.http.client.headers
-        assert client.http.client.headers["x-api-key"] == "test-key-from-env"
-        client.close()
-
-    def test_get_sync_client_skips_env_when_sentinel_used(self, monkeypatch):
-        """Test that sync client doesn't load from environment when None is explicitly passed."""
-        monkeypatch.setenv("LANGGRAPH_API_KEY", "test-key-from-env")
-
-        client = get_sync_client(url="http://localhost:8123", api_key=None)
-        assert "x-api-key" not in client.http.client.headers
-        client.close()
-
-    def test_get_sync_client_uses_explicit_key_when_provided(self, monkeypatch):
-        """Test that sync client uses explicit API key when provided."""
-        monkeypatch.setenv("LANGGRAPH_API_KEY", "test-key-from-env")
-
-        client = get_sync_client(
-            url="http://localhost:8123",
-            api_key="explicit-key",
-        )
-        assert "x-api-key" in client.http.client.headers
-        assert client.http.client.headers["x-api-key"] == "explicit-key"
-        client.close()
@@ -13,16 +13,17 @@ wheels = [

 [[package]]
 name = "anyio"
-version = "4.12.0"
+version = "4.11.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
    { name = "idna" },
+    { name = "sniffio" },
    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/16/ce/8a777047513153587e5434fd752e89334ac33e379aa3497db860eeb60377/anyio-4.12.0.tar.gz", hash = "sha256:73c693b567b0c55130c104d0b43a9baf3aa6a31fc6110116509f27bf75e21ec0", size = 228266, upload-time = "2025-11-28T23:37:38.911Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c6/78/7d432127c41b50bccba979505f272c16cbcadcc33645d5fa3a738110ae75/anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4", size = 219094, upload-time = "2025-09-23T09:19:12.58Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/7f/9c/36c5c37947ebfb8c7f22e0eb6e4d188ee2d53aa3880f3f2744fb894f0cb1/anyio-4.12.0-py3-none-any.whl", hash = "sha256:dad2376a628f98eeca4881fc56cd06affd18f659b17a747d3ff0307ced94b1bb", size = 113362, upload-time = "2025-11-28T23:36:57.897Z" },
+    { url = "https://files.pythonhosted.org/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc", size = 109097, upload-time = "2025-09-23T09:19:10.601Z" },
 ]

 [[package]]
@@ -152,13 +153,11 @@ dev = [
    { name = "pytest-mock" },
    { name = "pytest-watch" },
    { name = "ruff" },
-    { name = "ty" },
 ]
 lint = [
    { name = "codespell" },
    { name = "mypy" },
    { name = "ruff" },
-    { name = "ty" },
 ]
 test = [
    { name = "pytest" },
@@ -176,20 +175,18 @@ requires-dist = [
 [package.metadata.requires-dev]
 dev = [
    { name = "codespell" },
-    { name = "mypy", specifier = "==1.19.0" },
+    { name = "mypy" },
    { name = "pydantic", specifier = ">=2.12.4" },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
    { name = "pytest-watch" },
-    { name = "ruff", specifier = "==0.14.7" },
-    { name = "ty", specifier = "==0.0.1a27" },
+    { name = "ruff" },
 ]
 lint = [
    { name = "codespell" },
-    { name = "mypy", specifier = "==1.19.0" },
-    { name = "ruff", specifier = "==0.14.7" },
-    { name = "ty", specifier = "==0.0.1a27" },
+    { name = "mypy" },
+    { name = "ruff" },
 ]
 test = [
    { name = "pytest" },
@@ -198,123 +195,49 @@ test = [
    { name = "pytest-watch" },
 ]

-[[package]]
-name = "librt"
-version = "0.6.3"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/37/c3/cdff3c10e2e608490dc0a310ccf11ba777b3943ad4fcead2a2ade98c21e1/librt-0.6.3.tar.gz", hash = "sha256:c724a884e642aa2bbad52bb0203ea40406ad742368a5f90da1b220e970384aae", size = 54209, upload-time = "2025-11-29T14:01:56.058Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/a6/84/859df8db21dedab2538ddfbe1d486dda3eb66a98c6ad7ba754a99e25e45e/librt-0.6.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:45660d26569cc22ed30adf583389d8a0d1b468f8b5e518fcf9bfe2cd298f9dd1", size = 27294, upload-time = "2025-11-29T14:00:35.053Z" },
-    { url = "https://files.pythonhosted.org/packages/f7/01/ec3971cf9c4f827f17de6729bdfdbf01a67493147334f4ef8fac68936e3a/librt-0.6.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:54f3b2177fb892d47f8016f1087d21654b44f7fc4cf6571c1c6b3ea531ab0fcf", size = 27635, upload-time = "2025-11-29T14:00:36.496Z" },
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