[Docs] Add ref in docstring about package location

docs/docs/cloud/how-tos/datasets_studio.md

@@ -1,17 +0,0 @@
-# Adding nodes as dataset examples in Studio
-
-In LangGraph Studio you can create dataset examples from the thread history in the right-hand pane. This can be especially useful when you want to evaluate intermediate steps of the agent.
-
-1. Click on the `Add to Dataset` button to enter the dataset mode.
-1. Select nodes which you want to add to dataset.
-1. Select the target dataset to create the example in.
-
-You can edit the example payload before sending it to the dataset, which is useful if you need to make changes to conform the example to the dataset schema.
-
-Finally, you can customise the target dataset by clicking on the `Settings` button.
-
-See [Evaluating intermediate steps](https://docs.smith.langchain.com/evaluation/how_to_guides/langgraph#evaluating-intermediate-steps) for more details on how to evaluate intermediate steps.
-
-<video controls allowfullscreen="true" poster="../img/studio_datasets.jpg">
-    <source src="https://langgraph-docs-assets.pages.dev/studio_datasets.mp4" type="video/mp4">
-</video>

docs/docs/concepts/human_in_the_loop.md

@@ -64,7 +64,6 @@ graph.invoke(Command(resume=value_from_human), config=thread_config)
 
       ```python
       from typing import TypedDict
-      import uuid
 
       from langgraph.checkpoint.memory import MemorySaver
       from langgraph.constants import START
@@ -101,8 +100,6 @@ graph.invoke(Command(resume=value_from_human), config=thread_config)
          checkpointer=checkpointer
       )
 
-      # Pass a thread ID to the graph to run it.
-      thread_config = {"configurable": {"thread_id": uuid.uuid4()}}
 
       # Using stream() to directly surface the `__interrupt__` information.
       for chunk in graph.stream({"some_text": "Original text"}, config=thread_config):

docs/docs/how-tos/index.md

@@ -247,7 +247,6 @@ LangGraph Studio is a built-in UI for visualizing, testing, and debugging your a
 - [How to connect to a local deployment (Docker)](../cloud/how-tos/test_local_deployment.md)
 - [How to test your graph in LangGraph Studio (MacOS only)](../cloud/how-tos/invoke_studio.md)
 - [How to interact with threads in LangGraph Studio](../cloud/how-tos/threads_studio.md)
-- [How to add nodes as dataset examples in LangGraph Studio](../cloud/how-tos/datasets_studio.md)
 
 ## Troubleshooting
 

docs/docs/how-tos/react-agent-structured-output.ipynb

@@ -225,19 +225,9 @@
     "# Define the function that responds to the user\n",
     "def respond(state: AgentState):\n",
     "    # Construct the final answer from the arguments of the last tool call\n",
-    "    weather_tool_call = state[\"messages\"][-1].tool_calls[0]\n",
-    "    response = WeatherResponse(**weather_tool_call[\"args\"])\n",
-    "    # Since we're using tool calling to return structured output,\n",
-    "    # we need to add  a tool message corresponding to the WeatherResponse tool call,\n",
-    "    # This is due to LLM providers' requirement that AI messages with tool calls\n",
-    "    # need to be followed by a tool message for each tool call\n",
-    "    tool_message = {\n",
-    "        \"type\": \"tool\",\n",
-    "        \"content\": \"Here is your structured response\",\n",
-    "        \"tool_call_id\": weather_tool_call[\"id\"],\n",
-    "    }\n",
+    "    response = WeatherResponse(**state[\"messages\"][-1].tool_calls[0][\"args\"])\n",
     "    # We return the final answer\n",
-    "    return {\"final_response\": response, \"messages\": [tool_message]}\n",
+    "    return {\"final_response\": response}\n",
     "\n",
     "\n",
     "# Define the function that determines whether to continue or not\n",
@@ -476,7 +466,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.3"
+   "version": "3.11.4"
   }
  },
  "nbformat": 4,

docs/docs/how-tos/tool-calling.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# How to call tools using ToolNode\n",
     "\n",
-    "This guide covers how to use LangGraph's prebuilt [`ToolNode`](https://langchain-ai.github.io/langgraph/reference/prebuilt/#langgraph.prebuilt.tool_node.ToolNode) for tool calling.\n",
+    "This guide covers how to use LangGraph's prebuilt [`ToolNode`](https://langchain-ai.github.io/langgraph/reference/prebuilt/#toolnode) for tool calling.\n",
     "\n",
     "`ToolNode` is a LangChain Runnable that takes graph state (with a list of messages) as input and outputs state update with the result of tool calls. It is designed to work well out-of-box with LangGraph's prebuilt [ReAct agent](https://langchain-ai.github.io/langgraph/how-tos/create-react-agent/), but can also work with any `StateGraph` as long as its state has a `messages` key with an appropriate reducer (see [`MessagesState`](https://github.com/langchain-ai/langgraph/blob/e3ef9adac7395e5c0943c22bbc8a4a856b103aa3/libs/langgraph/langgraph/graph/message.py#L150))."
    ]

docs/mkdocs.yml

@@ -284,7 +284,6 @@ nav:
               - cloud/how-tos/test_local_deployment.md
               - cloud/how-tos/invoke_studio.md
               - cloud/how-tos/threads_studio.md
-              - cloud/how-tos/datasets_studio.md
       - Troubleshooting:
           - Troubleshooting: how-tos#troubleshooting
           - troubleshooting/errors/index.md

libs/checkpoint-postgres/langgraph/store/postgres/aio.py

@@ -99,6 +99,13 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
         2. Have the pgvector extension available to use vector search
         3. Use Python 3.10+ for async functionality
 
+    Tip:
+        This class is available in the [`langgraph-checkpoint-postgres` package](https://pypi.org/project/langgraph-checkpoint-postgres/).
+        Install with:
+        ```bash
+        pip install langgraph-checkpoint-postgres
+        ```
+
     Note:
         Semantic search is disabled by default. You can enable it by providing an `index` configuration
         when creating the store. Without this configuration, all `index` arguments passed to

libs/checkpoint-postgres/langgraph/store/postgres/base.py

@@ -578,6 +578,13 @@ class PostgresStore(BaseStore, BasePostgresStore[_pg_internal.Conn]):
         Semantic search is disabled by default. You can enable it by providing an `index` configuration
         when creating the store. Without this configuration, all `index` arguments passed to
         `put` or `aput`will have no effect.
+        
+    Tip:
+        This class is available in the [`langgraph-checkpoint-postgres` package](https://pypi.org/project/langgraph-checkpoint-postgres/).
+        Install with:
+        ```bash
+        pip install langgraph-checkpoint-postgres
+        ```
 
     Warning:
         Make sure to call `setup()` before first use to create necessary tables and indexes.

libs/checkpoint/langgraph/store/base/__init__.py

@@ -611,6 +611,11 @@ class BaseStore(ABC):
         by providing an `index` configuration at creation time. Without this
         configuration, semantic search is disabled and any `index` arguments
         to storage operations will have no effect.
+    
+    Note:
+        When deploying to the LangGraph Platform, your store (and checkpointer)
+        are managed by the platform. Do not manually create a store, as it will
+        be ignored.
     """
 
     __slots__ = ("__weakref__",)

libs/cli/langgraph_cli/cli.py

@@ -576,18 +576,16 @@ def dev(
         from langgraph_api.cli import run_server
     except ImportError:
         try:
-            from importlib import util
+            import pkg_resources
 
-            if not util.find_spec("langgraph_api"):
-                raise click.UsageError(
-                    "Required package 'langgraph-api' is not installed.\n"
-                    "Please install it with:\n\n"
-                    '    pip install -U "langgraph-cli[inmem]"\n\n'
-                ) from None
-        except ImportError:
+            pkg_resources.require("langgraph-api-inmem")
+        except (ImportError, pkg_resources.DistributionNotFound):
             raise click.UsageError(
-                "Could not verify package installation. Please ensure Python is up to date and\n"
-                "langgraph-cli is installed with the 'inmem' extra: pip install -U \"langgraph-cli[inmem]\""
+                "Required package 'langgraph-api-inmem' is not installed.\n"
+                "Please install it with:\n\n"
+                '    pip install -U "langgraph-cli[inmem]"\n\n'
+                "If you're developing the langgraph-cli package locally, you can install in development mode:\n"
+                "    pip install -e ."
             ) from None
         raise click.UsageError(
             "Could not import run_server. This likely means your installation is incomplete.\n"
@@ -616,7 +614,6 @@ def dev(
         env=config_json.get("env"),
         store=config_json.get("store"),
         wait_for_client=wait_for_client,
-        auth=config_json.get("auth"),
     )
 
 

libs/cli/langgraph_cli/config.py

@@ -47,44 +47,6 @@ class StoreConfig(TypedDict, total=False):
     """Configuration for vector embeddings in store."""
 
 
-class SecurityConfig(TypedDict, total=False):
-    securitySchemes: dict
-    security: list
-    # path => {method => security}
-    paths: dict[str, dict[str, list]]
-
-
-class AuthConfig(TypedDict, total=False):
-    path: str
-    """Path to the authentication function in a Python file."""
-    disable_studio_auth: bool
-    """Whether to disable auth when connecting from the LangSmith Studio."""
-    openapi: SecurityConfig
-    """The schema to use for updating the openapi spec.
-
-    Example:
-        {
-            "securitySchemes": {
-                "OAuth2": {
-                    "type": "oauth2",
-                    "flows": {
-                        "password": {
-                            "tokenUrl": "/token",
-                            "scopes": {
-                                "me": "Read information about the current user",
-                                "items": "Access to create and manage items"
-                            }
-                        }
-                    }
-                }
-            },
-            "security": [
-                {"OAuth2": ["me"]}  # Default security requirement for all endpoints
-            ]
-        }
-    """
-
-
 class Config(TypedDict, total=False):
     python_version: str
     node_version: Optional[str]
@@ -94,7 +56,6 @@ class Config(TypedDict, total=False):
     graphs: dict[str, str]
     env: Union[dict[str, str], str]
     store: Optional[StoreConfig]
-    auth: Optional[AuthConfig]
 
 
 def _parse_version(version_str: str) -> tuple[int, int]:
@@ -127,7 +88,6 @@ def validate_config(config: Config) -> Config:
             "graphs": config.get("graphs", {}),
             "env": config.get("env", {}),
             "store": config.get("store"),
-            "auth": config.get("auth"),
         }
         if config.get("node_version")
         else {
@@ -138,7 +98,6 @@ def validate_config(config: Config) -> Config:
             "graphs": config.get("graphs", {}),
             "env": config.get("env", {}),
             "store": config.get("store"),
-            "auth": config.get("auth"),
         }
     )
 
@@ -441,10 +400,6 @@ RUN set -ex && \\
 ENV LANGGRAPH_STORE='{json.dumps(store_config)}'
 """
     )
-    if (auth_config := config.get("auth")) is not None:
-        env_additional_config += f"""
-ENV LANGGRAPH_AUTH='{json.dumps(auth_config)}'
-"""
     return f"""FROM {base_image}:{config['python_version']}
 
 {os.linesep.join(config["dockerfile_lines"])}
@@ -490,10 +445,6 @@ def node_config_to_docker(config_path: pathlib.Path, config: Config, base_image:
 ENV LANGGRAPH_STORE='{json.dumps(store_config)}'
 """
     )
-    if (auth_config := config.get("auth")) is not None:
-        env_additional_config += f"""
-ENV LANGGRAPH_AUTH='{json.dumps(auth_config)}'
-"""
     return f"""FROM {base_image}:{config['node_version']}
 
 {os.linesep.join(config["dockerfile_lines"])}

libs/cli/poetry.lock

@@ -13,23 +13,22 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.7.0"
+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.7.0-py3-none-any.whl", hash = "sha256:ea60c3723ab42ba6fff7e8ccb0488c898ec538ff4df1f1d5e642c3601d07e352"},
-    {file = "anyio-4.7.0.tar.gz", hash = "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48"},
+    {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
+    {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
 ]
 
 [package.dependencies]
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-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", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+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", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -385,13 +384,13 @@ trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.28.1"
+version = "0.27.2"
 description = "The next generation HTTP client."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
-    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
+    {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"},
+    {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"},
 ]
 
 [package.dependencies]
@@ -399,6 +398,7 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
+sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
@@ -407,6 +407,17 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "httpx-sse"
+version = "0.4.0"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"},
+    {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"},
+]
+
 [[package]]
 name = "idna"
 version = "3.10"
@@ -515,18 +526,18 @@ tests = ["flask (>=2.2.5)", "hypothesis (>=6.79.4)", "pytest (>=7.4.4)"]
 
 [[package]]
 name = "langchain-core"
-version = "0.3.24"
+version = "0.3.21"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_core-0.3.24-py3-none-any.whl", hash = "sha256:97192552ef882a3dd6ae3b870a180a743801d0137a1159173f51ac555eeb7eec"},
-    {file = "langchain_core-0.3.24.tar.gz", hash = "sha256:460851e8145327f70b70aad7dce2cdbd285e144d14af82b677256b941fc99656"},
+    {file = "langchain_core-0.3.21-py3-none-any.whl", hash = "sha256:7e723dff80946a1198976c6876fea8326dc82566ef9bcb5f8d9188f738733665"},
+    {file = "langchain_core-0.3.21.tar.gz", hash = "sha256:561b52b258ffa50a9fb11d7a1940ebfd915654d1ec95b35e81dfd5ee84143411"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.125,<0.3"
+langsmith = ">=0.1.125,<0.2.0"
 packaging = ">=23.2,<25"
 pydantic = [
     {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""},
@@ -538,29 +549,29 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langgraph"
-version = "0.2.59"
+version = "0.2.53"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = true
 python-versions = "<4.0,>=3.9.0"
 files = [
-    {file = "langgraph-0.2.59-py3-none-any.whl", hash = "sha256:9b2d1331bbdcea96cfffde8e88700776118f4583d15f6a3423fc4482fe84ae56"},
-    {file = "langgraph-0.2.59.tar.gz", hash = "sha256:61cb5dd409878641fe8a12e9d7928a7524caa3e54ab12bc883feeaba4a5ba618"},
+    {file = "langgraph-0.2.53-py3-none-any.whl", hash = "sha256:b34b67d0a12ae0ba6f03af97ad0f744bc609bd0328e8b734618cc039985cfdea"},
+    {file = "langgraph-0.2.53.tar.gz", hash = "sha256:b83232a04f2b536cbeac542f9ad7e0265f41ac6b7c6706ba8e031e0e80cb13a6"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.43,<0.3.0 || >0.3.0,<0.3.1 || >0.3.1,<0.3.2 || >0.3.2,<0.3.3 || >0.3.3,<0.3.4 || >0.3.4,<0.3.5 || >0.3.5,<0.3.6 || >0.3.6,<0.3.7 || >0.3.7,<0.3.8 || >0.3.8,<0.3.9 || >0.3.9,<0.3.10 || >0.3.10,<0.3.11 || >0.3.11,<0.3.12 || >0.3.12,<0.3.13 || >0.3.13,<0.3.14 || >0.3.14,<0.3.15 || >0.3.15,<0.3.16 || >0.3.16,<0.3.17 || >0.3.17,<0.3.18 || >0.3.18,<0.3.19 || >0.3.19,<0.3.20 || >0.3.20,<0.3.21 || >0.3.21,<0.3.22 || >0.3.22,<0.4.0"
+langchain-core = ">=0.2.43,<0.3.0 || >0.3.0,<0.3.1 || >0.3.1,<0.3.2 || >0.3.2,<0.3.3 || >0.3.3,<0.3.4 || >0.3.4,<0.3.5 || >0.3.5,<0.3.6 || >0.3.6,<0.3.7 || >0.3.7,<0.3.8 || >0.3.8,<0.3.9 || >0.3.9,<0.3.10 || >0.3.10,<0.3.11 || >0.3.11,<0.3.12 || >0.3.12,<0.3.13 || >0.3.13,<0.3.14 || >0.3.14,<0.4.0"
 langgraph-checkpoint = ">=2.0.4,<3.0.0"
-langgraph-sdk = ">=0.1.42,<0.2.0"
+langgraph-sdk = ">=0.1.32,<0.2.0"
 
 [[package]]
 name = "langgraph-api"
-version = "0.0.8"
+version = "0.0.6"
 description = ""
 optional = true
 python-versions = "<4.0,>=3.11.0"
 files = [
-    {file = "langgraph_api-0.0.8-py3-none-any.whl", hash = "sha256:ab9b4a5ec8393d17ef921b94f3f019f49f3f17910ba9351beb1e1f962b02a33e"},
-    {file = "langgraph_api-0.0.8.tar.gz", hash = "sha256:b1304beb9d72392ce5d5602cd524a4f57839f1dcd1da6f4e1391832fb4a6edc5"},
+    {file = "langgraph_api-0.0.6-py3-none-any.whl", hash = "sha256:f64b13959d721143f6a023af5b9ffc9aa054064af98d21d5d8090cda7e7bffd2"},
+    {file = "langgraph_api-0.0.6.tar.gz", hash = "sha256:badac44fa1ec979509e56fc0da57eeb5f278ee5871f27803f73ea6d8822c21b9"},
 ]
 
 [package.dependencies]
@@ -568,7 +579,7 @@ cryptography = ">=43.0.3,<44.0.0"
 httpx = ">=0.27.0"
 jsonschema-rs = ">=0.25.0,<0.26.0"
 langchain-core = ">=0.2.38,<0.4.0"
-langgraph = ">=0.2.56,<0.3.0"
+langgraph = ">=0.2.52,<0.3.0"
 langgraph-checkpoint = ">=2.0.7,<3.0"
 langsmith = ">=0.1.63,<0.2.0"
 orjson = ">=3.10.1"
@@ -582,13 +593,13 @@ watchfiles = ">=0.13"
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "2.0.9"
+version = "2.0.7"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 optional = true
 python-versions = "<4.0.0,>=3.9.0"
 files = [
-    {file = "langgraph_checkpoint-2.0.9-py3-none-any.whl", hash = "sha256:b546ed6129929b8941ac08af6ce5cd26c8ebe1d25883d3c48638d34ade91ce42"},
-    {file = "langgraph_checkpoint-2.0.9.tar.gz", hash = "sha256:43847d7e385a2d9d2b684155920998e44ed42d2d1780719e4f6111fe3d6db84c"},
+    {file = "langgraph_checkpoint-2.0.7-py3-none-any.whl", hash = "sha256:9709f672e1c5a47e13352067c2ffa114dd91d443967b7ce8a1d36d6fc170370e"},
+    {file = "langgraph_checkpoint-2.0.7.tar.gz", hash = "sha256:88d648a331d20aa8ce65280de34a34a9190380b004f6afcc5f9894fe3abeed08"},
 ]
 
 [package.dependencies]
@@ -597,17 +608,18 @@ msgpack = ">=1.1.0,<2.0.0"
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.1.44"
+version = "0.1.40"
 description = "SDK for interacting with LangGraph API"
 optional = true
 python-versions = "<4.0.0,>=3.9.0"
 files = [
-    {file = "langgraph_sdk-0.1.44-py3-none-any.whl", hash = "sha256:a5a623429b44616c4369c0caf2ea30ce8d3a103123f7bb3ca50dc726eaa313a4"},
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 [[package]]
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+    {file = "watchfiles-1.0.0.tar.gz", hash = "sha256:37566c844c9ce3b5deb964fe1a23378e575e74b114618d211fbda8f59d7b5dab"},
 ]
 
 [package.dependencies]
@@ -1549,4 +1561,4 @@ inmem = ["langgraph-api", "python-dotenv"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9.0,<4.0"
-content-hash = "c36514f708e8b2b32c20ad9b7a3ba6fca41f043ced0149f0aae4eef43fc6c10b"
+content-hash = "8eaaa66d9e6e447699e3bcee336dfe779b58c956f8c2ad6678008a07be935838"

libs/cli/pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langgraph-cli"
-version = "0.1.63"
+version = "0.1.61"
 description = "CLI for interacting with LangGraph API"
 authors = []
 license = "MIT"
@@ -14,7 +14,7 @@ langgraph = "langgraph_cli.cli:cli"
 [tool.poetry.dependencies]
 python = "^3.9.0,<4.0"
 click = "^8.1.7"
-langgraph-api = { version = ">=0.0.8,<0.1.0", optional = true, python = ">=3.11,<4.0" }
+langgraph-api = { version = ">=0.0.6,<0.1.0", optional = true, python = ">=3.11,<4.0" }
 python-dotenv = { version = ">=0.8.0", optional = true }
 
 [tool.poetry.group.dev.dependencies]

libs/cli/tests/unit_tests/test_config.py

@@ -31,7 +31,6 @@ def test_validate_config():
         "dockerfile_lines": [],
         "env": {},
         "store": None,
-        "auth": None,
         **expected_config,
     }
     actual_config = validate_config(expected_config)
@@ -49,7 +48,6 @@ def test_validate_config():
         },
         "env": env,
         "store": None,
-        "auth": None,
     }
     actual_config = validate_config(expected_config)
     assert actual_config == expected_config

libs/langgraph/langgraph/prebuilt/tool_node.py

@@ -548,25 +548,33 @@ class ToolNode(RunnableCallable):
 
         # convert to message objects if updates are in a dict format
         messages_update = convert_to_messages(messages_update)
-        has_matching_tool_message = False
+        have_seen_tool_messages = False
         for message in messages_update:
             if not isinstance(message, ToolMessage):
                 continue
 
-            if message.tool_call_id == call["id"]:
-                message.name = call["name"]
-                has_matching_tool_message = True
+            if have_seen_tool_messages:
+                raise ValueError(
+                    f"Expected at most one ToolMessage in Command.update for tool '{call['name']}', got multiple: {messages_update}."
+                )
 
-        # validate that we always have a ToolMessage matching the tool call in
-        # Command.update if command is sent to the CURRENT graph
-        if updated_command.graph is None and not has_matching_tool_message:
+            if message.tool_call_id != call["id"]:
+                raise ValueError(
+                    f"ToolMessage.tool_call_id must match the tool call id. Expected: {call['id']}, got: {message.tool_call_id} for tool '{call['name']}'."
+                )
+
+            message.name = call["name"]
+            have_seen_tool_messages = True
+
+        # validate that we always have exactly one ToolMessage in Command.update if command is sent to the CURRENT graph
+        if updated_command.graph is None and not have_seen_tool_messages:
             example_update = (
                 '`Command(update={"messages": [ToolMessage("Success", tool_call_id=tool_call_id), ...]}, ...)`'
                 if input_type == "dict"
                 else '`Command(update=[ToolMessage("Success", tool_call_id=tool_call_id), ...], ...)`'
             )
             raise ValueError(
-                f"Expected to have a matching ToolMessage in Command.update for tool '{call['name']}', got: {messages_update}. "
+                f"Expected exactly one message (ToolMessage) in Command.update for tool '{call['name']}', got: {messages_update}. "
                 "Every tool call (LLM requesting to call a tool) in the message history MUST have a corresponding ToolMessage. "
                 f"You can fix it by modifying the tool to return {example_update}."
             )

libs/langgraph/langgraph/types.py

@@ -271,7 +271,7 @@ class Command(Generic[N], ToolOutputMixin):
     """
 
     graph: Optional[str] = None
-    update: Any = ()
+    update: Union[dict[str, Any], Sequence[tuple[str, Any]]] = ()
     resume: Optional[Union[Any, dict[str, Any]]] = None
     goto: Union[Send, Sequence[Union[Send, str]], str] = ()
 

libs/langgraph/tests/test_prebuilt.py

@@ -1249,33 +1249,6 @@ async def test_tool_node_command():
             }
         )
 
-    # test validation (tool message with a wrong tool call ID)
-    with pytest.raises(ValueError):
-
-        @dec_tool
-        def mismatching_tool_call_id_tool():
-            """My tool"""
-            return Command(
-                update={"messages": [ToolMessage(content="foo", tool_call_id="2")]}
-            )
-
-        ToolNode([mismatching_tool_call_id_tool]).invoke(
-            {
-                "messages": [
-                    AIMessage(
-                        "",
-                        tool_calls=[
-                            {
-                                "args": {},
-                                "id": "1",
-                                "name": "mismatching_tool_call_id_tool",
-                            }
-                        ],
-                    )
-                ]
-            }
-        )
-
     # test validation (missing tool message in the update for parent graph is OK)
     @dec_tool
     def node_update_parent_tool():
@@ -1295,6 +1268,40 @@ async def test_tool_node_command():
         }
     ) == [Command(update={"messages": []}, graph=Command.PARENT)]
 
+    # test validation (multiple tool messages)
+    with pytest.raises(ValueError):
+        for graph in (None, Command.PARENT):
+
+            @dec_tool
+            def multiple_tool_messages_tool():
+                """My tool"""
+                return Command(
+                    update={
+                        "messages": [
+                            ToolMessage(content="foo", tool_call_id=""),
+                            ToolMessage(content="bar", tool_call_id=""),
+                        ]
+                    },
+                    graph=graph,
+                )
+
+            ToolNode([multiple_tool_messages_tool]).invoke(
+                {
+                    "messages": [
+                        AIMessage(
+                            "",
+                            tool_calls=[
+                                {
+                                    "args": {},
+                                    "id": "1",
+                                    "name": "multiple_tool_messages_tool",
+                                }
+                            ],
+                        )
+                    ]
+                }
+            )
+
 
 @pytest.mark.skipif(
     not IS_LANGCHAIN_CORE_030_OR_GREATER,
@@ -1517,25 +1524,6 @@ async def test_tool_node_command_list_input():
             ]
         )
 
-    # test validation (tool message with a wrong tool call ID)
-    with pytest.raises(ValueError):
-
-        @dec_tool
-        def mismatching_tool_call_id_tool():
-            """My tool"""
-            return Command(update=[ToolMessage(content="foo", tool_call_id="2")])
-
-        ToolNode([mismatching_tool_call_id_tool]).invoke(
-            [
-                AIMessage(
-                    "",
-                    tool_calls=[
-                        {"args": {}, "id": "1", "name": "mismatching_tool_call_id_tool"}
-                    ],
-                )
-            ]
-        )
-
     # test validation (missing tool message in the update for parent graph is OK)
     @dec_tool
     def node_update_parent_tool():
@@ -1551,6 +1539,36 @@ async def test_tool_node_command_list_input():
         ]
     ) == [Command(update=[], graph=Command.PARENT)]
 
+    # test validation (multiple tool messages)
+    with pytest.raises(ValueError):
+        for graph in (None, Command.PARENT):
+
+            @dec_tool
+            def multiple_tool_messages_tool():
+                """My tool"""
+                return Command(
+                    update=[
+                        ToolMessage(content="foo", tool_call_id=""),
+                        ToolMessage(content="bar", tool_call_id=""),
+                    ],
+                    graph=graph,
+                )
+
+            ToolNode([multiple_tool_messages_tool]).invoke(
+                [
+                    AIMessage(
+                        "",
+                        tool_calls=[
+                            {
+                                "args": {},
+                                "id": "1",
+                                "name": "multiple_tool_messages_tool",
+                            }
+                        ],
+                    )
+                ]
+            )
+
 
 @pytest.mark.skipif(
     not IS_LANGCHAIN_CORE_030_OR_GREATER,

libs/sdk-py/Makefile

@@ -20,5 +20,5 @@ lint lint_diff:
 	[ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE) || poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE)
 
 format format_diff:
-	poetry run ruff check --select I --fix $(PYTHON_FILES)
 	poetry run ruff format $(PYTHON_FILES)
+	poetry run ruff check --select I --fix $(PYTHON_FILES)

libs/sdk-py/langgraph_sdk/__init__.py

@@ -1,4 +1,3 @@
-from langgraph_sdk.auth import Auth
 from langgraph_sdk.client import get_client, get_sync_client
 
 try:
@@ -8,4 +7,4 @@ try:
 except metadata.PackageNotFoundError:
     __version__ = "unknown"
 
-__all__ = ["Auth", "get_client", "get_sync_client"]
+__all__ = ["get_client", "get_sync_client"]

libs/sdk-py/langgraph_sdk/auth/__init__.py

@@ -1,492 +0,0 @@
-from __future__ import annotations
-
-import inspect
-import typing
-from collections.abc import Callable, Sequence
-
-from langgraph_sdk.auth import exceptions, types
-
-TH = typing.TypeVar("TH", bound=types.Handler)
-AH = typing.TypeVar("AH", bound=types.Authenticator)
-
-
-class Auth:
-    """Authentication and authorization management for LangGraph.
-
-    The Auth class provides a unified system for handling authentication and
-    authorization in LangGraph applications. It supports:
-
-    1. Authentication via a decorator-based handler system
-    2. Fine-grained authorization rules for different resources and actions
-    3. Global and resource-specific authorization handlers
-
-    ???+ example "Basic Usage"
-        ```python
-        from langgraph_sdk import Auth
-
-        auth = Auth()
-
-        @auth.authenticate
-        async def authenticate(authorization: str) -> tuple[list[str], str]:
-            # Verify token and return (scopes, user_id)
-            user_id = verify_token(authorization)
-            return ["read", "write"], user_id
-
-        # Global fallback handler
-        @auth.on
-        async def authorize_default(params: Auth.on.value):
-            return False # Reject all requests (default behavior)
-
-        @auth.on.threads.create
-        async def authorize_thread_create(params: Auth.on.threads.create.value):
-            # Allow the allowed user to create a thread
-            assert params.get("metadata", {}).get("owner") == "allowed_user"
-        ```
-
-    ???+ note "Request Processing Flow"
-        1. Authentication is performed first on every request
-        2. For authorization, the most specific matching handler is called:
-           - If a handler exists for the exact resource and action, it is used
-           - Otherwise, if a handler exists for the resource with any action, it is used
-           - Finally, if no specific handlers match, the global handler is used (if any)
-
-        This allows you to set default behavior with a global handler while
-        overriding specific routes as needed.
-    """
-
-    __slots__ = (
-        "on",
-        "_handlers",
-        "_global_handlers",
-        "_authenticate_handler",
-        "_handler_cache",
-    )
-    types = types
-    """Reference to auth type definitions.
-    
-    Provides access to all type definitions used in the auth system,
-    like ThreadsCreate, AssistantsRead, etc."""
-
-    exceptions = exceptions
-    """Reference to auth exception definitions.
-    
-    Provides access to all exception definitions used in the auth system,
-    like HTTPException, etc."""
-
-    def __init__(self) -> None:
-        self.on = _On(self)
-        # These are accessed by the API. Changes to their names or types is
-        # will be considered a breaking change.
-        self._handlers: dict[tuple[str, str], list[types.Handler]] = {}
-        self._global_handlers: list[types.Handler] = []
-        self._authenticate_handler: typing.Optional[types.Authenticator] = None
-        self._handler_cache: dict[tuple[str, str], types.Handler] = {}
-
-    def authenticate(self, fn: AH) -> AH:
-        """Register an authentication handler function.
-
-        The authentication handler is responsible for verifying credentials
-        and returning user scopes. It can accept any of the following parameters
-        by name:
-            - request (Request): The raw ASGI request object
-            - body (dict): The parsed request body
-            - path (str): The request path
-            - method (str): The HTTP method
-            - scopes (list[str]): Required scopes
-            - path_params (dict[str, str]): URL path parameters
-            - query_params (dict[str, str]): URL query parameters
-            - headers (dict[str, bytes]): Request headers
-            - authorization (str): The Authorization header value
-
-        Args:
-            fn (Callable): The authentication handler function to register.
-                Must return tuple[scopes, user]
-                where scopes is a list of string claims (like "runs:read", etc.)
-                and user is either a user object (or similar dict) or a user id string.
-
-        Returns:
-            The registered handler function.
-
-        Raises:
-            ValueError: If an authentication handler is already registered.
-
-        ???+ example "Examples"
-            Basic token authentication:
-            ```python
-            @auth.authenticate
-            async def authenticate(authorization: str) -> tuple[list[str], str]:
-                user_id = verify_token(authorization)
-                return ["read"], user_id
-            ```
-
-            Complex authentication with request context:
-            ```python
-            @auth.authenticate
-            async def authenticate(
-                method: str,
-                path: str,
-                headers: dict[str, bytes]
-            ) -> tuple[list[str], MinimalUser]:
-                user = await verify_request(method, path, headers)
-                return user.scopes, user
-            ```
-        """
-        if self._authenticate_handler is not None:
-            raise ValueError(
-                "Authentication handler already set as {self._authenticate_handler}."
-            )
-        self._authenticate_handler = fn
-        return fn
-
-
-## Helper types & utilities
-
-V = typing.TypeVar("V", contravariant=True)
-
-
-class _ActionHandler(typing.Protocol[V]):
-    async def __call__(
-        self, *, ctx: types.AuthContext, value: V
-    ) -> types.HandlerResult: ...
-
-
-T = typing.TypeVar("T", covariant=True)
-
-
-class _ResourceActionOn(typing.Generic[T]):
-    def __init__(
-        self,
-        auth: Auth,
-        resource: typing.Literal["threads", "crons", "assistants"],
-        action: typing.Literal[
-            "create", "read", "update", "delete", "search", "create_run"
-        ],
-        value: type[T],
-    ) -> None:
-        self.auth = auth
-        self.resource = resource
-        self.action = action
-        self.value = value
-
-    def __call__(self, fn: _ActionHandler[T]) -> _ActionHandler[T]:
-        _validate_handler(fn)
-        _register_handler(self.auth, self.resource, self.action, fn)
-        return fn
-
-
-VCreate = typing.TypeVar("VCreate", covariant=True)
-VUpdate = typing.TypeVar("VUpdate", covariant=True)
-VRead = typing.TypeVar("VRead", covariant=True)
-VDelete = typing.TypeVar("VDelete", covariant=True)
-VSearch = typing.TypeVar("VSearch", covariant=True)
-
-
-class _ResourceOn(typing.Generic[VCreate, VRead, VUpdate, VDelete, VSearch]):
-    """
-    Generic base class for resource-specific handlers.
-    """
-
-    value: type[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]
-
-    Create: type[VCreate]
-    Read: type[VRead]
-    Update: type[VUpdate]
-    Delete: type[VDelete]
-    Search: type[VSearch]
-
-    def __init__(
-        self,
-        auth: Auth,
-        resource: typing.Literal["threads", "crons", "assistants"],
-    ) -> None:
-        self.auth = auth
-        self.resource = resource
-        self.create: _ResourceActionOn[VCreate] = _ResourceActionOn(
-            auth, resource, "create", self.Create
-        )
-        self.read: _ResourceActionOn[VRead] = _ResourceActionOn(
-            auth, resource, "read", self.Read
-        )
-        self.update: _ResourceActionOn[VUpdate] = _ResourceActionOn(
-            auth, resource, "update", self.Update
-        )
-        self.delete: _ResourceActionOn[VDelete] = _ResourceActionOn(
-            auth, resource, "delete", self.Delete
-        )
-        self.search: _ResourceActionOn[VSearch] = _ResourceActionOn(
-            auth, resource, "search", self.Search
-        )
-
-    @typing.overload
-    def __call__(
-        self,
-        fn: typing.Union[
-            _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
-            _ActionHandler[dict[str, typing.Any]],
-        ],
-    ) -> _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]: ...
-
-    @typing.overload
-    def __call__(
-        self,
-        *,
-        resources: typing.Union[str, Sequence[str]],
-        actions: typing.Optional[typing.Union[str, Sequence[str]]] = None,
-    ) -> Callable[
-        [_ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]],
-        _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
-    ]: ...
-
-    def __call__(
-        self,
-        fn: typing.Union[
-            _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
-            _ActionHandler[dict[str, typing.Any]],
-            None,
-        ] = None,
-        *,
-        resources: typing.Union[str, Sequence[str], None] = None,
-        actions: typing.Optional[typing.Union[str, Sequence[str]]] = None,
-    ) -> typing.Union[
-        _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
-        Callable[
-            [_ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]],
-            _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
-        ],
-    ]:
-        if fn is not None:
-            _validate_handler(fn)
-            return typing.cast(
-                _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
-                _register_handler(self.auth, self.resource, "*", fn),
-            )
-
-        def decorator(
-            handler: _ActionHandler[
-                typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]
-            ],
-        ) -> _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]]:
-            _validate_handler(handler)
-            return typing.cast(
-                _ActionHandler[typing.Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
-                _register_handler(self.auth, self.resource, "*", handler),
-            )
-
-        return decorator
-
-
-class _AssistantsOn(
-    _ResourceOn[
-        types.AssistantsCreate,
-        types.AssistantsRead,
-        types.AssistantsUpdate,
-        types.AssistantsDelete,
-        types.AssistantsSearch,
-    ]
-):
-    value = typing.Union[
-        types.AssistantsCreate,
-        types.AssistantsRead,
-        types.AssistantsUpdate,
-        types.AssistantsDelete,
-        types.AssistantsSearch,
-    ]
-    Create = types.AssistantsCreate
-    Read = types.AssistantsRead
-    Update = types.AssistantsUpdate
-    Delete = types.AssistantsDelete
-    Search = types.AssistantsSearch
-
-
-class _ThreadsOn(
-    _ResourceOn[
-        types.ThreadsCreate,
-        types.ThreadsRead,
-        types.ThreadsUpdate,
-        types.ThreadsDelete,
-        types.ThreadsSearch,
-    ]
-):
-    value = typing.Union[
-        type[types.ThreadsCreate],
-        type[types.ThreadsRead],
-        type[types.ThreadsUpdate],
-        type[types.ThreadsDelete],
-        type[types.ThreadsSearch],
-        type[types.RunsCreate],
-    ]
-    Create = types.ThreadsCreate
-    Read = types.ThreadsRead
-    Update = types.ThreadsUpdate
-    Delete = types.ThreadsDelete
-    Search = types.ThreadsSearch
-    CreateRun = types.RunsCreate
-
-    def __init__(
-        self,
-        auth: Auth,
-        resource: typing.Literal["threads", "crons", "assistants"],
-    ) -> None:
-        super().__init__(auth, resource)
-        self.create_run: _ResourceActionOn[types.RunsCreate] = _ResourceActionOn(
-            auth, resource, "create_run", self.CreateRun
-        )
-
-
-class _CronsOn(
-    _ResourceOn[
-        types.CronsCreate,
-        types.CronsRead,
-        types.CronsUpdate,
-        types.CronsDelete,
-        types.CronsSearch,
-    ]
-):
-    value = type[
-        typing.Union[
-            types.CronsCreate,
-            types.CronsRead,
-            types.CronsUpdate,
-            types.CronsDelete,
-            types.CronsSearch,
-        ]
-    ]
-
-    Create = types.CronsCreate
-    Read = types.CronsRead
-    Update = types.CronsUpdate
-    Delete = types.CronsDelete
-    Search = types.CronsSearch
-
-
-AHO = typing.TypeVar("AHO", bound=_ActionHandler[dict[str, typing.Any]])
-
-
-class _On:
-    """
-    Entry point for @auth.on decorators.
-    Provides access to specific resources."""
-
-    __slots__ = (
-        "_auth",
-        "assistants",
-        "threads",
-        "runs",
-        "crons",
-        "value",
-    )
-
-    def __init__(self, auth: Auth) -> None:
-        self._auth = auth
-        self.assistants = _AssistantsOn(auth, "assistants")
-        self.threads = _ThreadsOn(auth, "threads")
-        self.crons = _CronsOn(auth, "crons")
-        self.value = dict[str, typing.Any]
-
-    @typing.overload
-    def __call__(
-        self,
-        *,
-        resources: typing.Union[str, Sequence[str]],
-        actions: typing.Optional[typing.Union[str, Sequence[str]]] = None,
-    ) -> Callable[[AHO], AHO]: ...
-
-    @typing.overload
-    def __call__(self, fn: AHO) -> AHO: ...
-
-    def __call__(
-        self,
-        fn: typing.Optional[AHO] = None,
-        *,
-        resources: typing.Union[str, Sequence[str], None] = None,
-        actions: typing.Optional[typing.Union[str, Sequence[str]]] = None,
-    ) -> typing.Union[AHO, Callable[[AHO], AHO]]:
-        """Register a handler for specific resources and actions.
-
-        Can be used as a decorator or with explicit resource/action parameters:
-
-        @auth.on
-        async def handler(): ...  # Global handler
-
-        @auth.on(resources="threads")
-        async def handler(): ...  # types.Handler for all thread actions
-
-        @auth.on(resources="threads", actions="create")
-        async def handler(): ...  # types.Handler for thread creation
-        """
-        if fn is not None:
-            # Used as a plain decorator
-            _register_handler(self._auth, None, None, fn)
-            return fn
-
-        # Used with parameters, return a decorator
-        def decorator(handler: AHO) -> AHO:
-            if isinstance(resources, str):
-                resource_list = [resources]
-            else:
-                resource_list = list(resources) if resources is not None else ["*"]
-
-            if isinstance(actions, str):
-                action_list = [actions]
-            else:
-                action_list = list(actions) if actions is not None else ["*"]
-            for resource in resource_list:
-                for action in action_list:
-                    _register_handler(self._auth, resource, action, handler)
-            return handler
-
-        return decorator
-
-
-def _register_handler(
-    auth: Auth,
-    resource: typing.Optional[str],
-    action: typing.Optional[str],
-    fn: types.Handler,
-) -> types.Handler:
-    _validate_handler(fn)
-    resource = resource or "*"
-    action = action or "*"
-    if resource == "*" and action == "*":
-        if auth._global_handlers:
-            raise ValueError("Global handler already set.")
-        auth._global_handlers.append(fn)
-    else:
-        r = resource if resource is not None else "*"
-        a = action if action is not None else "*"
-        if (r, a) in auth._handlers:
-            raise ValueError(f"types.Handler already set for {r}, {a}.")
-        auth._handlers[(r, a)] = [fn]
-    return fn
-
-
-def _validate_handler(fn: Callable[..., typing.Any]) -> None:
-    """Validates that an auth handler function meets the required signature.
-
-    Auth handlers must:
-    1. Be async functions
-    2. Accept a ctx parameter of type AuthContext
-    3. Accept a value parameter for the data being authorized
-    """
-    if not inspect.iscoroutinefunction(fn):
-        raise ValueError(
-            f"Auth handler '{fn.__name__}' must be an async function. "
-            "Add 'async' before 'def' to make it asynchronous and ensure"
-            " any IO operations are non-blocking."
-        )
-
-    sig = inspect.signature(fn)
-    if "ctx" not in sig.parameters:
-        raise ValueError(
-            f"Auth handler '{fn.__name__}' must have a 'ctx: AuthContext' parameter. "
-            "Update the function signature to include this required parameter."
-        )
-    if "value" not in sig.parameters:
-        raise ValueError(
-            f"Auth handler '{fn.__name__}' must have a 'value' parameter. "
-            " The value contains the mutable data being sent to the endpoint."
-            "Update the function signature to include this required parameter."
-        )
-
-
-__all__ = ["Auth", "types", "exceptions"]

libs/sdk-py/langgraph_sdk/auth/exceptions.py

@@ -1,73 +0,0 @@
-"""Exceptions used in the auth system."""
-
-import http
-import typing
-
-
-class HTTPException(Exception):
-    """HTTP exception that you can raise to return a specific HTTP error response.
-
-    Since this is defined in the auth module, we default to a 401 status code.
-
-    Args:
-        status_code (int, optional): HTTP status code for the error. Defaults to 401 "Unauthorized".
-        detail (str | None, optional): Detailed error message. If None, uses a default
-            message based on the status code.
-        headers (typing.Mapping[str, str] | None, optional): Additional HTTP headers to
-            include in the error response.
-
-    Attributes:
-        status_code (int): The HTTP status code of the error
-        detail (str): The error message or description
-        headers (typing.Mapping[str, str] | None): Additional HTTP headers
-
-    Example:
-        Default:
-        ```python
-        raise HTTPException()
-        # HTTPException(status_code=401, detail='Unauthorized')
-        ```
-
-        Add headers:
-        ```python
-        raise HTTPException(headers={"X-Custom-Header": "Custom Value"})
-        # HTTPException(status_code=401, detail='Unauthorized', headers={"WWW-Authenticate": "Bearer"})
-        ```
-
-        Custom error:
-        ```python
-        raise HTTPException(status_code=404, detail="Not found")
-        ```
-    """
-
-    def __init__(
-        self,
-        status_code: int = 401,
-        detail: typing.Optional[str] = None,
-        headers: typing.Optional[typing.Mapping[str, str]] = None,
-    ) -> None:
-        if detail is None:
-            detail = http.HTTPStatus(status_code).phrase
-        self.status_code = status_code
-        self.detail = detail
-        self.headers = headers
-
-    def __str__(self) -> str:
-        """Return a string representation of the HTTP exception.
-
-        Returns:
-            str: A string in the format 'status_code: detail'
-        """
-        return f"{self.status_code}: {self.detail}"
-
-    def __repr__(self) -> str:
-        """Return a detailed string representation of the HTTP exception.
-
-        Returns:
-            str: A string representation showing the class name and all attributes
-        """
-        class_name = self.__class__.__name__
-        return f"{class_name}(status_code={self.status_code!r}, detail={self.detail!r})"
-
-
-__all__ = ["HTTPException"]

libs/sdk-py/langgraph_sdk/auth/types.py

@@ -1,829 +0,0 @@
-"""Authentication and authorization types for LangGraph.
-
-This module defines the core types used for authentication, authorization, and
-request handling in LangGraph. It includes user protocols, authentication contexts,
-and typed dictionaries for various API operations.
-
-Note:
-    All typing.TypedDict classes use total=False to make all fields optional by default.
-"""
-
-import functools
-import sys
-import typing
-from collections.abc import Awaitable, Callable, Sequence
-from dataclasses import dataclass
-from datetime import datetime
-from uuid import UUID
-
-RunStatus = typing.Literal["pending", "error", "success", "timeout", "interrupted"]
-"""Status of a run execution.
-
-Values:
-    - pending: Run is queued or in progress
-    - error: Run failed with an error
-    - success: Run completed successfully  
-    - timeout: Run exceeded time limit
-    - interrupted: Run was manually interrupted
-"""
-
-MultitaskStrategy = typing.Literal["reject", "rollback", "interrupt", "enqueue"]
-"""Strategy for handling multiple concurrent tasks.
-
-Values:
-    - reject: Reject new tasks while one is in progress
-    - rollback: Cancel current task and start new one
-    - interrupt: Interrupt current task and start new one
-    - enqueue: Queue new tasks to run after current one
-"""
-
-OnConflictBehavior = typing.Literal["raise", "do_nothing"]
-"""Behavior when encountering conflicts.
-
-Values:
-    - raise: Raise an exception on conflict
-    - do_nothing: Silently ignore conflicts
-"""
-
-IfNotExists = typing.Literal["create", "reject"]
-"""Behavior when an entity doesn't exist.
-
-Values:
-    - create: Create the entity
-    - reject: Reject the operation
-"""
-
-FilterType = typing.Union[
-    typing.Dict[
-        str, typing.Union[str, typing.Dict[typing.Literal["$eq", "$contains"], str]]
-    ],
-    typing.Dict[str, str],
-]
-"""Type for filtering queries.
-
-Supports exact matches and operators:
-    - Simple match: {"field": "value"}
-    - Equals: {"field": {"$eq": "value"}}
-    - Contains: {"field": {"$contains": "value"}}
-
-???+ example "Examples"
-    ```python
-    # Simple match
-    filter = {"status": "pending"}
-    
-    # Equals operator
-    filter = {"status": {"$eq": "success"}}
-    
-    # Contains operator
-    filter = {"metadata.tags": {"$contains": "important"}}
-    ```
-"""
-
-ThreadStatus = typing.Literal["idle", "busy", "interrupted", "error"]
-"""Status of a thread.
-
-Values:
-    - idle: Thread is available for work
-    - busy: Thread is currently processing
-    - interrupted: Thread was interrupted
-    - error: Thread encountered an error
-"""
-
-MetadataInput = typing.Dict[str, typing.Any]
-"""Type for arbitrary metadata attached to entities.
-
-Allows storing custom key-value pairs with any entity.
-Keys must be strings, values can be any JSON-serializable type.
-
-???+ example "Examples"
-    ```python
-    metadata = {
-        "created_by": "user123",
-        "priority": 1,
-        "tags": ["important", "urgent"]
-    }
-    ```
-"""
-
-HandlerResult = typing.Union[None, bool, FilterType]
-"""The result of a handler can be:
-- None | True: accept the request.
-- False: reject the request with a 403 error
-- FilterType: filter to apply
-"""
-
-Handler = Callable[..., Awaitable[HandlerResult]]
-
-T = typing.TypeVar("T")
-
-
-def _slotify(fn: T) -> T:
-    if sys.version_info >= (3, 10):  # noqa: UP036
-        return functools.partial(fn, slots=True)  # type: ignore
-    return fn
-
-
-dataclass = _slotify(dataclass)
-
-
-@typing.runtime_checkable
-class MinimalUser(typing.Protocol):
-    """User objects must at least expose the identity property."""
-
-    @property
-    def identity(self) -> str:
-        """The unique identifier for the user.
-
-        This could be a username, email, or any other unique identifier used
-        to distinguish between different users in the system.
-        """
-        ...
-
-
-class MinimalUserDict(typing.TypedDict, total=False):
-    """The minimal user dictionary."""
-
-    identity: str
-    display_name: str
-    is_authenticated: bool
-
-
-@typing.runtime_checkable
-class BaseUser(typing.Protocol):
-    """The base ASGI user protocol"""
-
-    @property
-    def is_authenticated(self) -> bool:
-        """Whether the user is authenticated."""
-        ...
-
-    @property
-    def display_name(self) -> str:
-        """The display name of the user."""
-        ...
-
-    @property
-    def identity(self) -> str:
-        """The unique identifier for the user."""
-        ...
-
-
-Authenticator = Callable[
-    ..., Awaitable[tuple[list[str], typing.Union[MinimalUser, str, MinimalUserDict]]]
-]
-"""Type for authentication functions.
-
-An authenticator can return either:
-1. A tuple of (scopes, MinimalUser/BaseUser)
-2. A tuple of (scopes, str) where str is the user identity
-
-Scopes can be used downstream by your authorization logic to determine
-access permissions to different resources.
-
-The authenticate decorator will automatically inject any of the following parameters
-by name if they are included in your function signature:
-
-Parameters:
-    request (Request): The raw ASGI request object
-    body (dict): The parsed request body
-    path (str): The request path
-    method (str): The HTTP method (GET, POST, etc.)
-    scopes (list[str]): The required scopes for this endpoint
-    path_params (dict[str, str] | None): URL path parameters
-    query_params (dict[str, str] | None): URL query parameters
-    headers (dict[str, bytes] | None): Request headers
-    authorization (str | None): The Authorization header value
-
-???+ example "Examples"
-    Basic authentication with token:
-    ```python
-    from langgraph_sdk import Auth
-
-    auth = Auth()
-
-    @auth.authenticate
-    async def authenticate1(authorization: str) -> tuple[list[str], MinimalUser]:
-        user = await get_user(authorization)
-        return ["read", "write"], user
-    ```
-
-    Authentication with multiple parameters:
-    ```    
-    @auth.authenticate
-    async def authenticate2(
-        method: str,
-        path: str,
-        headers: dict[str, bytes]
-    ) -> tuple[list[str], str]:
-        # Custom auth logic using method, path and headers
-        user_id = verify_request(method, path, headers)
-        return ["read"], user_id
-    ```
-
-    Accepting the raw ASGI request:
-    ```python
-    MY_SECRET = "my-secret-key"
-    @auth.authenticate
-    async def get_current_user(request: Request) -> tuple[list[str], dict]:
-        try:
-            token = (request.headers.get("authorization") or "").split(" ", 1)[1]
-            payload = jwt.decode(token, MY_SECRET, algorithms=["HS256"])
-        except (IndexError, InvalidTokenError):
-            raise HTTPException(
-                status_code=401,
-                detail="Invalid token",
-                headers={"WWW-Authenticate": "Bearer"},
-            )
-
-        async with httpx.AsyncClient() as client:
-            response = await client.get(
-                f"https://api.myauth-provider.com/auth/v1/user",
-                headers={"Authorization": f"Bearer {MY_SECRET}"}
-            )
-            if response.status_code != 200:
-                raise HTTPException(status_code=401, detail="User not found")
-                
-            user_data = response.json()
-            return payload.get("role", []), {
-                "username": user_data["id"],
-                "email": user_data["email"],
-                "full_name": user_data.get("user_metadata", {}).get("full_name")
-            }
-    ```
-"""
-
-
-@dataclass
-class BaseAuthContext:
-    """Base class for authentication context.
-
-    Provides the fundamental authentication information needed for
-    authorization decisions.
-    """
-
-    scopes: Sequence[str]
-    """The scopes granted to the authenticated user."""
-
-    user: BaseUser
-    """The authenticated user."""
-
-
-@typing.final
-@dataclass
-class AuthContext(BaseAuthContext):
-    """Complete authentication context with resource and action information.
-
-    Extends BaseAuthContext with specific resource and action being accessed,
-    allowing for fine-grained access control decisions.
-    """
-
-    resource: typing.Literal["runs", "threads", "crons", "assistants"]
-    """The resource being accessed."""
-
-    action: typing.Literal["create", "read", "update", "delete", "search", "create_run"]
-    """The action being performed on the resource."""
-
-
-class ThreadsCreate(typing.TypedDict, total=False):
-    """Parameters for creating a new thread.
-
-    ???+ example "Examples"
-        ```python
-        create_params = {
-            "thread_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
-            "metadata": {"owner": "user123"},
-            "if_exists": "do_nothing"
-        }
-        ```
-    """
-
-    thread_id: UUID
-    """Unique identifier for the thread."""
-
-    metadata: MetadataInput
-    """typing.Optional metadata to attach to the thread."""
-
-    if_exists: OnConflictBehavior
-    """Behavior when a thread with the same ID already exists."""
-
-
-class ThreadsRead(typing.TypedDict, total=False):
-    """Parameters for reading thread state or run information.
-
-    This type is used in three contexts:
-    1. Reading thread, thread version, or thread state information: Only thread_id is provided
-    2. Reading run information: Both thread_id and run_id are provided
-    """
-
-    thread_id: UUID
-    """Unique identifier for the thread."""
-
-    run_id: typing.Optional[UUID]
-    """Run ID to filter by. Only used when reading run information within a thread."""
-
-
-class ThreadsUpdate(typing.TypedDict, total=False):
-    """Parameters for updating a thread or run.
-
-    Called for updates to a thread, thread version, or run
-    cancellation.
-    """
-
-    thread_id: UUID
-    """Unique identifier for the thread."""
-
-    metadata: MetadataInput
-    """typing.Optional metadata to update."""
-
-    action: typing.Optional[typing.Literal["interrupt", "rollback"]]
-    """typing.Optional action to perform on the thread."""
-
-
-class ThreadsDelete(typing.TypedDict, total=False):
-    """Parameters for deleting a thread.
-
-    Called for deletes to a thread, thread version, or run
-    """
-
-    thread_id: UUID
-    """Unique identifier for the thread."""
-
-    run_id: typing.Optional[UUID]
-    """typing.Optional run ID to filter by."""
-
-
-class ThreadsSearch(typing.TypedDict, total=False):
-    """Parameters for searching threads.
-
-    Called for searches to threads or runs.
-    """
-
-    metadata: MetadataInput
-    """typing.Optional metadata to filter by."""
-
-    values: MetadataInput
-    """typing.Optional values to filter by."""
-
-    status: typing.Optional[ThreadStatus]
-    """typing.Optional status to filter by."""
-
-    limit: int
-    """Maximum number of results to return."""
-
-    offset: int
-    """Offset for pagination."""
-
-    thread_id: typing.Optional[UUID]
-    """typing.Optional thread ID to filter by."""
-
-
-class RunsCreate(typing.TypedDict, total=False):
-    """Payload for creating a run.
-
-    ???+ example "Examples"
-        ```python
-        create_params = {
-            "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
-            "thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"),
-            "run_id": UUID("123e4567-e89b-12d3-a456-426614174002"),
-            "status": "pending",
-            "metadata": {"owner": "user123"},
-            "prevent_insert_if_inflight": True,
-            "multitask_strategy": "reject",
-            "if_not_exists": "create",
-            "after_seconds": 10,
-            "kwargs": {"key": "value"},
-            "action": "interrupt"
-        }
-        ```
-    """
-
-    assistant_id: typing.Optional[UUID]
-    """typing.Optional assistant ID to use for this run."""
-
-    thread_id: typing.Optional[UUID]
-    """typing.Optional thread ID to use for this run."""
-
-    run_id: typing.Optional[UUID]
-    """typing.Optional run ID to use for this run."""
-
-    status: typing.Optional[RunStatus]
-    """typing.Optional status for this run."""
-
-    metadata: MetadataInput
-    """typing.Optional metadata for the run."""
-
-    prevent_insert_if_inflight: bool
-    """Prevent inserting a new run if one is already in flight."""
-
-    multitask_strategy: MultitaskStrategy
-    """Multitask strategy for this run."""
-
-    if_not_exists: IfNotExists
-    """IfNotExists for this run."""
-
-    after_seconds: int
-    """Number of seconds to wait before creating the run."""
-
-    kwargs: typing.Dict[str, typing.Any]
-    """Keyword arguments to pass to the run."""
-
-    action: typing.Optional[typing.Literal["interrupt", "rollback"]]
-    """Action to take if updating an existing run."""
-
-
-class AssistantsCreate(typing.TypedDict, total=False):
-    """Payload for creating an assistant.
-
-    ???+ example "Examples"
-        ```python
-        create_params = {
-            "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
-            "graph_id": "graph123",
-            "config": {"key": "value"},
-            "metadata": {"owner": "user123"},
-            "if_exists": "do_nothing",
-            "name": "Assistant 1"
-        }
-        ```
-    """
-
-    assistant_id: UUID
-    """Unique identifier for the assistant."""
-
-    graph_id: str
-    """Graph ID to use for this assistant."""
-
-    config: typing.Optional[typing.Union[typing.Dict[str, typing.Any], typing.Any]]
-    """typing.Optional configuration for the assistant."""
-
-    metadata: MetadataInput
-    """typing.Optional metadata to attach to the assistant."""
-
-    if_exists: OnConflictBehavior
-    """Behavior when an assistant with the same ID already exists."""
-
-    name: str
-    """Name of the assistant."""
-
-
-class AssistantsRead(typing.TypedDict, total=False):
-    """Payload for reading an assistant.
-
-    ???+ example "Examples"
-        ```python
-        read_params = {
-            "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
-            "metadata": {"owner": "user123"}
-        }
-        ```
-    """
-
-    assistant_id: UUID
-    """Unique identifier for the assistant."""
-
-    metadata: MetadataInput
-    """typing.Optional metadata to filter by."""
-
-
-class AssistantsUpdate(typing.TypedDict, total=False):
-    """Payload for updating an assistant.
-
-    ???+ example "Examples"
-        ```python
-        update_params = {
-            "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
-            "graph_id": "graph123",
-            "config": {"key": "value"},
-            "metadata": {"owner": "user123"},
-            "name": "Assistant 1",
-            "version": 1
-        }
-        ```
-    """
-
-    assistant_id: UUID
-    """Unique identifier for the assistant."""
-
-    graph_id: typing.Optional[str]
-    """typing.Optional graph ID to update."""
-
-    config: typing.Optional[typing.Union[typing.Dict[str, typing.Any], typing.Any]]
-    """typing.Optional configuration to update."""
-
-    metadata: MetadataInput
-    """typing.Optional metadata to update."""
-
-    name: typing.Optional[str]
-    """typing.Optional name to update."""
-
-    version: typing.Optional[int]
-    """typing.Optional version to update."""
-
-
-class AssistantsDelete(typing.TypedDict):
-    """Payload for deleting an assistant.
-
-    ???+ example "Examples"
-        ```python
-        delete_params = {
-            "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000")
-        }
-        ```
-    """
-
-    assistant_id: UUID
-    """Unique identifier for the assistant."""
-
-
-class AssistantsSearch(typing.TypedDict):
-    """Payload for searching assistants.
-
-    ???+ example "Examples"
-        ```python
-        search_params = {
-            "graph_id": "graph123",
-            "metadata": {"owner": "user123"},
-            "limit": 10,
-            "offset": 0
-        }
-        ```
-    """
-
-    graph_id: typing.Optional[str]
-    """typing.Optional graph ID to filter by."""
-
-    metadata: MetadataInput
-    """typing.Optional metadata to filter by."""
-
-    limit: int
-    """Maximum number of results to return."""
-
-    offset: int
-    """Offset for pagination."""
-
-
-class CronsCreate(typing.TypedDict, total=False):
-    """Payload for creating a cron job.
-
-    ???+ example "Examples"
-        ```python
-        create_params = {
-            "payload": {"key": "value"},
-            "schedule": "0 0 * * *",
-            "cron_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
-            "thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"),
-            "user_id": "user123",
-            "end_time": datetime(2024, 3, 16, 10, 0, 0)
-        }
-        ```
-    """
-
-    payload: typing.Dict[str, typing.Any]
-    """Payload for the cron job."""
-
-    schedule: str
-    """Schedule for the cron job."""
-
-    cron_id: typing.Optional[UUID]
-    """typing.Optional unique identifier for the cron job."""
-
-    thread_id: typing.Optional[UUID]
-    """typing.Optional thread ID to use for this cron job."""
-
-    user_id: typing.Optional[str]
-    """typing.Optional user ID to use for this cron job."""
-
-    end_time: typing.Optional[datetime]
-    """typing.Optional end time for the cron job."""
-
-
-class CronsDelete(typing.TypedDict):
-    """Payload for deleting a cron job.
-
-    ???+ example "Examples"
-        ```python
-        delete_params = {
-            "cron_id": UUID("123e4567-e89b-12d3-a456-426614174000")
-        }
-        ```
-    """
-
-    cron_id: UUID
-    """Unique identifier for the cron job."""
-
-
-class CronsRead(typing.TypedDict):
-    """Payload for reading a cron job.
-
-    ???+ example "Examples"
-        ```python
-        read_params = {
-            "cron_id": UUID("123e4567-e89b-12d3-a456-426614174000")
-        }
-        ```
-    """
-
-    cron_id: UUID
-    """Unique identifier for the cron job."""
-
-
-class CronsUpdate(typing.TypedDict, total=False):
-    """Payload for updating a cron job.
-
-    ???+ example "Examples"
-        ```python
-        update_params = {
-            "cron_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
-            "payload": {"key": "value"},
-            "schedule": "0 0 * * *"
-        }
-        ```
-    """
-
-    cron_id: UUID
-    """Unique identifier for the cron job."""
-
-    payload: typing.Optional[typing.Dict[str, typing.Any]]
-    """typing.Optional payload to update."""
-
-    schedule: typing.Optional[str]
-    """typing.Optional schedule to update."""
-
-
-class CronsSearch(typing.TypedDict, total=False):
-    """Payload for searching cron jobs.
-
-    ???+ example "Examples"
-        ```python
-        search_params = {
-            "assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
-            "thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"),
-            "limit": 10,
-            "offset": 0
-        }
-        ```
-    """
-
-    assistant_id: typing.Optional[UUID]
-    """typing.Optional assistant ID to filter by."""
-
-    thread_id: typing.Optional[UUID]
-    """typing.Optional thread ID to filter by."""
-
-    limit: int
-    """Maximum number of results to return."""
-
-    offset: int
-    """Offset for pagination."""
-
-
-class on:
-    """Namespace for type definitions of different API operations.
-
-    This class organizes type definitions for create, read, update, delete,
-    and search operations across different resources (threads, assistants, crons).
-
-    ???+ note "Usage"
-        ```python
-        from langgraph_sdk import Auth
-
-        @Auth.on
-        def handle_all(params: Auth.on.value):
-            raise Exception("Not authorized")
-
-        @Auth.on.threads.create
-        def handle_thread_create(params: Auth.on.threads.create.value):
-            # Handle thread creation
-            pass
-
-        @Auth.on.assistants.search
-        def handle_assistant_search(params: Auth.on.assistants.search.value):
-            # Handle assistant search
-            pass
-        ```
-    """
-
-    value = typing.Dict[str, typing.Any]
-
-    class threads:
-        """Types for thread-related operations."""
-
-        value = typing.Union[
-            ThreadsCreate, ThreadsRead, ThreadsUpdate, ThreadsDelete, ThreadsSearch
-        ]
-
-        class create:
-            """Type for thread creation parameters."""
-
-            value = ThreadsCreate
-
-        class create_run:
-            """Type for creating or streaming a run."""
-
-            value = RunsCreate
-
-        class read:
-            """Type for thread read parameters."""
-
-            value = ThreadsRead
-
-        class update:
-            """Type for thread update parameters."""
-
-            value = ThreadsUpdate
-
-        class delete:
-            """Type for thread deletion parameters."""
-
-            value = ThreadsDelete
-
-        class search:
-            """Type for thread search parameters."""
-
-            value = ThreadsSearch
-
-    class assistants:
-        """Types for assistant-related operations."""
-
-        value = typing.Union[
-            AssistantsCreate,
-            AssistantsRead,
-            AssistantsUpdate,
-            AssistantsDelete,
-            AssistantsSearch,
-        ]
-
-        class create:
-            """Type for assistant creation parameters."""
-
-            value = AssistantsCreate
-
-        class read:
-            """Type for assistant read parameters."""
-
-            value = AssistantsRead
-
-        class update:
-            """Type for assistant update parameters."""
-
-            value = AssistantsUpdate
-
-        class delete:
-            """Type for assistant deletion parameters."""
-
-            value = AssistantsDelete
-
-        class search:
-            """Type for assistant search parameters."""
-
-            value = AssistantsSearch
-
-    class crons:
-        """Types for cron-related operations."""
-
-        value = typing.Union[
-            CronsCreate, CronsRead, CronsUpdate, CronsDelete, CronsSearch
-        ]
-
-        class create:
-            """Type for cron creation parameters."""
-
-            value = CronsCreate
-
-        class read:
-            """Type for cron read parameters."""
-
-            value = CronsRead
-
-        class update:
-            """Type for cron update parameters."""
-
-            value = CronsUpdate
-
-        class delete:
-            """Type for cron deletion parameters."""
-
-            value = CronsDelete
-
-        class search:
-            """Type for cron search parameters."""
-
-            value = CronsSearch
-
-
-__all__ = [
-    "on",
-    "MetadataInput",
-    "RunsCreate",
-    "ThreadsCreate",
-    "ThreadsRead",
-    "ThreadsUpdate",
-    "ThreadsDelete",
-    "ThreadsSearch",
-    "AssistantsCreate",
-    "AssistantsRead",
-    "AssistantsUpdate",
-    "AssistantsDelete",
-    "AssistantsSearch",
-]

libs/sdk-py/poetry.lock

@@ -1,47 +1,47 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "anyio"
-version = "4.7.0"
+version = "4.3.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 files = [
-    {file = "anyio-4.7.0-py3-none-any.whl", hash = "sha256:ea60c3723ab42ba6fff7e8ccb0488c898ec538ff4df1f1d5e642c3601d07e352"},
-    {file = "anyio-4.7.0.tar.gz", hash = "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48"},
+    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
+    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
 ]
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-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", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
-trio = ["trio (>=0.26.1)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+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 = "certifi"
-version = "2024.8.30"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
 ]
 
 [[package]]
 name = "codespell"
-version = "2.3.0"
+version = "2.2.6"
 description = "Codespell"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "codespell-2.3.0-py3-none-any.whl", hash = "sha256:a9c7cef2501c9cfede2110fd6d4e5e62296920efe9abfb84648df866e47f58d1"},
-    {file = "codespell-2.3.0.tar.gz", hash = "sha256:360c7d10f75e65f67bad720af7007e1060a5d395670ec11a7ed1fed9dd17471f"},
+    {file = "codespell-2.2.6-py3-none-any.whl", hash = "sha256:9ee9a3e5df0990604013ac2a9f22fa8e57669c827124a2e961fe8a1da4cacc07"},
+    {file = "codespell-2.2.6.tar.gz", hash = "sha256:a8c65d8eb3faa03deabab6b3bbe798bea72e1799c7e9e955d57eca4096abcff9"},
 ]
 
 [package.extras]
@@ -73,13 +73,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.2"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
-    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
+    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
+    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
 ]
 
 [package.extras]
@@ -98,13 +98,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.7"
+version = "1.0.5"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
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 ]
 
 [package.dependencies]
@@ -115,17 +115,17 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<1.0)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.28.1"
+version = "0.27.0"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
+    {file = "httpx-0.27.0-py3-none-any.whl", hash = "sha256:71d5465162c13681bff01ad59b2cc68dd838ea1f10e51574bac27103f00c91a5"},
+    {file = "httpx-0.27.0.tar.gz", hash = "sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5"},
 ]
 
 [package.dependencies]
@@ -133,28 +133,25 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
+sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "idna"
-version = "3.10"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.5"
 files = [
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+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
-[package.extras]
-all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
-
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -168,53 +165,47 @@ files = [
 
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 name = "mypy"
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+version = "1.10.0"
 description = "Optional static typing for Python"
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 python-versions = ">=3.8"
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 [package.dependencies]
 mypy-extensions = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.6.0"
+typing-extensions = ">=4.1.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
-faster-cache = ["orjson"]
 install-types = ["pip"]
 mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
@@ -232,97 +223,68 @@ files = [
 
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 python-versions = ">=3.8"
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 [[package]]
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+version = "0.6.2"
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 python-versions = ">=3.7"
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 [[package]]
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+version = "2.0.1"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.8"
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 python-versions = ">=3.8"
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 [[package]]
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 description = "Filesystem events monitoring"
 optional = false
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 ]
 
 [package.extras]

libs/sdk-py/pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langgraph-sdk"
-version = "0.1.46"
+version = "0.1.44"
 description = "SDK for interacting with LangGraph API"
 authors = []
 license = "MIT"