Apply patch [skip ci]

Also add support for pinning to a semantic version.

.github/scripts/check_sdk_methods.py

@@ -1,10 +1,15 @@
 import ast
 import os
 from itertools import filterfalse
-from typing import List, Tuple
+from typing import Dict, List, Tuple
 
 ROOT_PATH = os.path.abspath(os.path.join(__file__, "..", "..", ".."))
 CLIENT_PATH = os.path.join(ROOT_PATH, "libs", "sdk-py", "langgraph_sdk", "client.py")
+ASYNC_TO_SYNC_METHOD_MAP: Dict[str, str] = {
+    "aclose": "close",
+    "__aenter__": "__enter__",
+    "__aexit__": "__exit__",
+}
 
 
 def get_class_methods(node: ast.ClassDef) -> List[str]:
@@ -22,7 +27,7 @@ def find_classes(tree: ast.AST) -> List[Tuple[str, List[str]]]:
 
 def compare_sync_async_methods(sync_methods: List[str], async_methods: List[str]) -> List[str]:
     sync_set = set(sync_methods)
-    async_set = set(async_methods)
+    async_set = {ASYNC_TO_SYNC_METHOD_MAP.get(async_method, async_method) for async_method in async_methods}
     missing_in_sync = list(async_set - sync_set)
     missing_in_async = list(sync_set - async_set)
     return missing_in_sync + missing_in_async

.github/scripts/run_langgraph_cli_test.py

@@ -1,107 +1,145 @@
-import asyncio
-import json
-import os
 import pathlib
 import sys
-import langgraph_cli
-import langgraph_cli.docker
-import langgraph_cli.config
+import time
+from urllib import request, error
 
+import langgraph_cli
+import langgraph_cli.config
+import langgraph_cli.docker
+from langgraph_cli.cli import prepare_args_and_stdin
+from langgraph_cli.constants import DEFAULT_PORT
 from langgraph_cli.exec import Runner, subp_exec
 from langgraph_cli.progress import Progress
-from langgraph_cli.constants import DEFAULT_PORT
 
 
-def test(
-    config: pathlib.Path,
-    port: int,
-    tag: str,
-    verbose: bool,
-):
+def test(config: pathlib.Path, port: int, tag: str, verbose: bool):
+    """Spin up API with Postgres/Redis via docker compose and wait until ready."""
     with Runner() as runner, Progress(message="Pulling...") as set:
-        # check docker available
+        # Detect docker/compose capabilities
         capabilities = langgraph_cli.docker.check_capabilities(runner)
-        # open config
+
+        # Validate config and prepare compose stdin/args using built image
         config_json = langgraph_cli.config.validate_config_file(config)
+        args, stdin = prepare_args_and_stdin(
+            capabilities=capabilities,
+            config_path=config,
+            config=config_json,
+            docker_compose=None,
+            port=port,
+            watch=False,
+            debugger_port=None,
+            debugger_base_url=f"http://127.0.0.1:{port}",
+            postgres_uri=None,
+            api_version=None,
+            image=tag,
+            base_image=None,
+        )
 
-        set("Running...")
-        args = [
-            "run",
-            "--rm",
-            "-p",
-            f"{port}:8000",
-        ]
-        if isinstance(config_json["env"], str):
-            args.extend(
-                [
-                    "--env-file",
-                    str(config.parent / config_json["env"]),
-                ]
-            )
-        else:
-            for k, v in config_json["env"].items():
-                args.extend(
-                    [
-                        "-e",
-                        f"{k}={v}",
-                    ]
-                )
-        if capabilities.healthcheck_start_interval:
-            args.extend(
-                [
-                    "--health-interval",
-                    "5s",
-                    "--health-retries",
-                    "1",
-                    "--health-start-period",
-                    "10s",
-                    "--health-start-interval",
-                    "1s",
-                ]
-            )
-        else:
-            args.extend(
-                [
-                    "--health-interval",
-                    "5s",
-                    "--health-retries",
-                    "2",
-                ]
-            )
+        # Compose up with wait (implies detach), similar to `langgraph up --wait`
+        args_up = [*args, "up", "--remove-orphans", "--wait"]
 
-        _task = None
-
-        def on_stdout(line: str):
-            nonlocal _task
-            if "GET /ok" in line or "Uvicorn running on" in line:
-                set("")
-                sys.stdout.write(
-                    f"""Ready!
-- API: http://localhost:{port}
-"""
-                )
-                sys.stdout.flush()
-                _task.cancel()
-                return True
-            return False
-
-        async def subp_exec_task(*args, **kwargs):
-            nonlocal _task
-            _task = asyncio.create_task(subp_exec(*args, **kwargs))
-            await _task
+        compose_cmd = ["docker", "compose"]
+        if capabilities.compose_type == "standalone":
+            compose_cmd = ["docker-compose"]
 
+        set("Starting...")
         try:
             runner.run(
-                subp_exec_task(
-                    "docker",
-                    *args,
-                    tag,
+                subp_exec(
+                    *compose_cmd,
+                    *args_up,
+                    input=stdin,
                     verbose=verbose,
-                    on_stdout=on_stdout,
                 )
             )
-        except asyncio.CancelledError:
-            pass
+        except Exception as e:  # noqa: BLE001
+            # On failure, show diagnostics then ensure clean teardown
+            sys.stderr.write(f"docker compose up failed: {e}\n")
+            try:
+                sys.stderr.write("\n== docker compose ps ==\n")
+                runner.run(subp_exec(*compose_cmd, *args, "ps", input=stdin, verbose=False))
+            except Exception:
+                pass
+            try:
+                sys.stderr.write("\n== docker compose logs (api) ==\n")
+                runner.run(
+                    subp_exec(
+                        *compose_cmd,
+                        *args,
+                        "logs",
+                        "langgraph-api",
+                        input=stdin,
+                        verbose=False,
+                    )
+                )
+            except Exception:
+                pass
+            finally:
+                try:
+                    runner.run(
+                        subp_exec(
+                            *compose_cmd,
+                            *args,
+                            "down",
+                            "-v",
+                            "--remove-orphans",
+                            input=stdin,
+                            verbose=False,
+                        )
+                    )
+                finally:
+                    raise
+
+        set("")
+        base_url = f"http://localhost:{port}"
+        ok_url = f"{base_url}/ok"
+        print(f"Waiting for {ok_url} to respond with 200...")
+        deadline = time.time() + 30
+        last_err: Exception | None = None
+        while time.time() < deadline:
+            try:
+                with request.urlopen(ok_url, timeout=2) as resp:
+                    if resp.status == 200:
+                        sys.stdout.write(
+                            f"""Ready!\n- API: {base_url}\n- /ok: 200 OK\n"""
+                        )
+                        sys.stdout.flush()
+                        break
+                    else:
+                        last_err = RuntimeError(f"Unexpected status: {resp.status}")
+                        print(f"Unexpected status: {resp.status}")
+            except error.URLError as e:
+                last_err = e
+            except Exception as e:  # noqa: BLE001
+                last_err = e
+            time.sleep(0.5)
+        else:
+            # Bring stack down before raising
+            args_down = [*args, "down", "-v", "--remove-orphans"]
+            try:
+                runner.run(
+                    subp_exec(
+                        *compose_cmd,
+                        *args_down,
+                        input=stdin,
+                        verbose=verbose,
+                    )
+                )
+            finally:
+                raise SystemExit(
+                    f"/ok did not return 202 within timeout. Last error: {last_err}"
+                )
+
+        # Clean up: bring compose stack down to free ports for next test
+        args_down = [*args, "down", "-v", "--remove-orphans"]
+        runner.run(
+            subp_exec(
+                *compose_cmd,
+                *args_down,
+                input=stdin,
+                verbose=verbose,
+            )
+        )
 
 
 if __name__ == "__main__":
@@ -110,6 +148,6 @@ if __name__ == "__main__":
     parser = argparse.ArgumentParser()
     parser.add_argument("-t", "--tag", type=str)
     parser.add_argument("-c", "--config", type=str, default="./langgraph.json")
-    parser.add_argument("-p", "--port", default=DEFAULT_PORT)
+    parser.add_argument("-p", "--port", type=int, default=DEFAULT_PORT)
     args = parser.parse_args()
     test(pathlib.Path(args.config), args.port, args.tag, verbose=True)

.github/workflows/_integration_test.yml

@@ -43,28 +43,43 @@ jobs:
       - name: Build and test service A
         if: steps.changed-files.outputs.all
         working-directory: libs/cli/examples
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
         run: |
           # The build-arg isn't used; just testing that we accept other args
-          langgraph build -t langgraph-test-a  --base-image "langchain/langgraph-trial"
-          cp .env.example .envg
+          langgraph build -t langgraph-test-a
+          cp .env.example .env
+          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
           timeout 60 python ../../../.github/scripts/run_langgraph_cli_test.py -c langgraph.json -t langgraph-test-a
       - name: Build and test service B
         if: steps.changed-files.outputs.all
         working-directory: libs/cli/examples/graphs
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
         run: |
-          langgraph build -t langgraph-test-b  --base-image "langchain/langgraph-trial"
+          langgraph build -t langgraph-test-b
+          cp ../.env.example .env
+          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
           timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-b
       - name: Build and test service C
         if: steps.changed-files.outputs.all
         working-directory: libs/cli/examples/graphs_reqs_a
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
         run: |
-          langgraph build -t langgraph-test-c  --base-image "langchain/langgraph-trial"
+          langgraph build -t langgraph-test-c
+          cp ../.env.example .env
+          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
           timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-c
       - name: Build and test service D
         if: steps.changed-files.outputs.all
         working-directory: libs/cli/examples/graphs_reqs_b
+        env:
+          LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY }}
         run: |
-          langgraph build -t langgraph-test-d  --base-image "langchain/langgraph-trial"
+          langgraph build -t langgraph-test-d
+          cp ../.env.example .env
+          if [ -n "${{ secrets.LANGSMITH_API_KEY }}" ]; then echo "LANGSMITH_API_KEY=${{ secrets.LANGSMITH_API_KEY }}" >> .env; fi
           timeout 60 python ../../../../.github/scripts/run_langgraph_cli_test.py -t langgraph-test-d
 
       - name: Build JS service

.github/workflows/ci.yml

@@ -78,6 +78,7 @@ jobs:
             "libs/checkpoint-sqlite",
             "libs/checkpoint-postgres",
             "libs/prebuilt",
+            "libs/sdk-py",
           ]
     if: needs.changes.outputs.python == 'true' || needs.changes.outputs.deps == 'true'
     uses: ./.github/workflows/_test.yml

.github/workflows/release.yml

@@ -62,7 +62,13 @@ jobs:
         working-directory: ${{ inputs.working-directory }}
         run: |
           PKG_NAME=$(grep -m 1 "^name = " pyproject.toml | cut -d '"' -f 2)
-          VERSION=$(grep -m 1 "^version = " pyproject.toml | cut -d '"' -f 2)
+          if grep -q 'dynamic.*=.*\[.*"version".*\]' pyproject.toml; then
+            # handle dynamic versioning
+            DIR_NAME=$(echo "$PKG_NAME" | tr '-' '_')
+            VERSION=$(grep -m 1 '^__version__' "${DIR_NAME}/__init__.py" | cut -d '"' -f 2)
+          else
+            VERSION=$(grep -m 1 "^version = " pyproject.toml | cut -d '"' -f 2)
+          fi
           SHORT_PKG_NAME="$(echo "$PKG_NAME" | sed -e 's/langgraph//g' -e 's/-//g')"
           if [ -z $SHORT_PKG_NAME ]; then
             TAG="$VERSION"

debug_deprecation.py

@@ -0,0 +1,47 @@
+#!/usr/bin/env python
+"""Debug why InjectedState deprecation warning is not being emitted."""
+
+from typing import Annotated
+from langgraph.prebuilt import ToolNode, InjectedState, InjectedStore
+from langgraph.prebuilt.tool_node import _get_state_args, _get_store_arg, _get_reserved_keyword_args
+from langgraph.store.base import BaseStore
+from langchain_core.tools.base import create_schema_from_function
+from langchain_core.tools import StructuredTool
+
+
+def tool_with_injected_state(x: int, state: Annotated[dict, InjectedState]) -> str:
+    """Tool using deprecated InjectedState annotation."""
+    return f"state: {state.get('foo', 'none')}"
+
+def tool_with_injected_store(x: int, store: Annotated[BaseStore, InjectedStore()]) -> str:
+    """Tool using deprecated InjectedStore annotation."""
+    return "has store"
+
+# Convert to tools
+tool1 = create_tool(tool_with_injected_state)
+tool2 = create_tool(tool_with_injected_store)
+
+print("Debugging annotation detection:")
+print(f"\nTool 1 (InjectedState):")
+print(f"  _get_state_args: {_get_state_args(tool1)}")
+print(f"  _get_reserved_keyword_args: {_get_reserved_keyword_args(tool1)}")
+
+print(f"\nTool 2 (InjectedStore):")
+print(f"  _get_store_arg: {_get_store_arg(tool2)}")
+print(f"  _get_reserved_keyword_args: {_get_reserved_keyword_args(tool2)}")
+
+# Check the condition for warnings
+state_args = _get_state_args(tool1)
+reserved_args = _get_reserved_keyword_args(tool1)
+print(f"\nTool 1 warning condition:")
+print(f"  state_args: {state_args}")
+print(f"  reserved_args.get('state'): {reserved_args.get('state')}")
+print(f"  Should warn: {bool(state_args and not reserved_args.get('state'))}")
+
+store_arg = _get_store_arg(tool2)
+reserved_args2 = _get_reserved_keyword_args(tool2)
+print(f"\nTool 2 warning condition:")
+print(f"  store_arg: {store_arg}")
+print(f"  reserved_args.get('runtime'): {reserved_args2.get('runtime')}")
+print(f"  Should warn: {bool(store_arg and not reserved_args2.get('runtime'))}")
+

debug_injected_state.py

@@ -0,0 +1,47 @@
+#!/usr/bin/env python
+"""Debug why InjectedState warning is not being emitted."""
+
+from typing import Annotated, get_args
+from langgraph.prebuilt import InjectedState, InjectedStore
+from langgraph.prebuilt.tool_node import get_all_basemodel_annotations, _is_injection
+from langchain_core.tools import StructuredTool
+from langgraph.store.base import BaseStore
+
+
+def tool_with_injected_state(x: int, state: Annotated[dict, InjectedState]) -> str:
+    """Tool using deprecated InjectedState annotation."""
+    return f"state: {state.get('foo', 'none')}"
+
+def tool_with_injected_store(x: int, store: Annotated[BaseStore, InjectedStore()]) -> str:
+    """Tool using deprecated InjectedStore annotation."""
+    return "has store"
+
+# Convert to tools
+tool1 = StructuredTool.from_function(tool_with_injected_state)
+tool2 = StructuredTool.from_function(tool_with_injected_store)
+
+print("Debugging annotation detection:")
+
+print(f"\nTool 1 (InjectedState):")
+schema1 = tool1.get_input_schema()
+print(f"  Schema fields: {list(schema1.__fields__.keys()) if hasattr(schema1, '__fields__') else list(schema1.model_fields.keys())}")
+
+for name, type_ in get_all_basemodel_annotations(schema1).items():
+    print(f"  Field '{name}': type={type_}")
+    args = get_args(type_)
+    print(f"    Type args: {args}")
+    for arg in args:
+        print(f"      Is InjectedState? {_is_injection(arg, InjectedState)}")
+        print(f"      Type of arg: {type(arg)}")
+
+print(f"\nTool 2 (InjectedStore):")
+schema2 = tool2.get_input_schema()
+print(f"  Schema fields: {list(schema2.__fields__.keys()) if hasattr(schema2, '__fields__') else list(schema2.model_fields.keys())}")
+
+for name, type_ in get_all_basemodel_annotations(schema2).items():
+    print(f"  Field '{name}': type={type_}")
+    args = get_args(type_)
+    print(f"    Type args: {args}")
+    for arg in args:
+        print(f"      Is InjectedStore? {_is_injection(arg, InjectedStore)}")
+        print(f"      Type of arg: {type(arg)}")

debug_reserved_detection.py

@@ -0,0 +1,49 @@
+#!/usr/bin/env python
+"""Debug reserved keyword detection for annotated tools."""
+
+from typing import Annotated
+from langgraph.prebuilt import InjectedState, InjectedStore
+from langgraph.prebuilt.tool_node import _get_reserved_keyword_args
+from langchain_core.tools import StructuredTool
+from langgraph.store.base import BaseStore
+
+
+def tool_with_injected_state(x: int, state: Annotated[dict, InjectedState]) -> str:
+    """Tool using deprecated InjectedState annotation."""
+    return f"state: {state.get('foo', 'none')}"
+
+def tool_with_injected_store(x: int, store: Annotated[BaseStore, InjectedStore()]) -> str:
+    """Tool using deprecated InjectedStore annotation."""
+    return "has store"
+
+def tool_with_reserved_state(x: int, state) -> str:
+    """Tool using reserved keyword 'state'."""
+    return f"state: {state.get('foo', 'none')}"
+
+# Convert to tools
+tool1 = StructuredTool.from_function(tool_with_injected_state)
+tool2 = StructuredTool.from_function(tool_with_injected_store)
+tool3 = StructuredTool.from_function(tool_with_reserved_state)
+
+print("Debugging reserved keyword detection:")
+
+print(f"\nTool 1 (Annotated[dict, InjectedState]):")
+reserved1 = _get_reserved_keyword_args(tool1)
+print(f"  Reserved args: {reserved1}")
+print(f"  Has 'state' as reserved? {'state' in reserved1}")
+
+print(f"\nTool 2 (Annotated[BaseStore, InjectedStore()]):")
+reserved2 = _get_reserved_keyword_args(tool2)
+print(f"  Reserved args: {reserved2}")
+print(f"  Has 'runtime' as reserved? {'runtime' in reserved2}")
+
+print(f"\nTool 3 (plain 'state' parameter):")
+reserved3 = _get_reserved_keyword_args(tool3)
+print(f"  Reserved args: {reserved3}")
+print(f"  Has 'state' as reserved? {'state' in reserved3}")
+
+# The issue might be that 'state' is being detected as a reserved keyword
+# even when it has an annotation
+print("\nConclusion:")
+print("If tool1 shows 'state' as reserved, that's the bug - it shouldn't be")
+print("considered reserved when it has an InjectedState annotation.")

docs/_scripts/notebook_hooks.py

@@ -190,11 +190,11 @@ REDIRECT_MAP = {
     "concepts/langgraph_cloud.md": "https://docs.langchain.com/langgraph-platform/cloud",
     "concepts/langgraph_self_hosted_data_plane.md": "https://docs.langchain.com/langgraph-platform/hybrid",
     "concepts/langgraph_self_hosted_control_plane.md": "https://docs.langchain.com/langgraph-platform/self-hosted",
-    "concepts/langgraph_standalone_container.md": "https://docs.langchain.com/langgraph-platform/self-hosted#data-plane-only",
+    "concepts/langgraph_standalone_container.md": "https://docs.langchain.com/langgraph-platform/self-hosted#standalone-server",
     "cloud/deployment/cloud.md": "https://docs.langchain.com/langgraph-platform/cloud",
     "cloud/deployment/self_hosted_data_plane.md": "https://docs.langchain.com/langgraph-platform/deploy-hybrid",
     "cloud/deployment/self_hosted_control_plane.md": "https://docs.langchain.com/langgraph-platform/deploy-self-hosted-full-platform",
-    "cloud/deployment/standalone_container.md": "https://docs.langchain.com/langgraph-platform/deploy-data-plane-only",
+    "cloud/deployment/standalone_container.md": "https://docs.langchain.com/langgraph-platform/deploy-standalone-server",
     "concepts/server-mcp.md": "https://docs.langchain.com/langgraph-platform/server-mcp",
     "cloud/how-tos/human_in_the_loop_time_travel.md": "https://docs.langchain.com/langgraph-platform/human-in-the-loop-time-travel",
     "cloud/how-tos/add-human-in-the-loop.md": "https://docs.langchain.com/langgraph-platform/add-human-in-the-loop",

docs/docs/agents/multi-agent.md

@@ -384,7 +384,7 @@ Putting this together, here is how you can implement a simple multi-agent system
 ```python
 from typing import Annotated
 from langchain_core.tools import tool, InjectedToolCallId
-from langgraph.prebuilt import create_react_agent, InjectedState
+from langgraph.prebuilt import create_react_agent
 from langgraph.graph import StateGraph, START, MessagesState
 from langgraph.types import Command
 
@@ -395,7 +395,7 @@ def create_handoff_tool(*, agent_name: str, description: str | None = None):
     @tool(name, description=description)
     def handoff_tool(
         # highlight-next-line
-        state: Annotated[MessagesState, InjectedState], # (1)!
+        state,  # (1)! Reserved keyword - automatically injected
         # highlight-next-line
         tool_call_id: Annotated[str, InjectedToolCallId],
     ) -> Command:
@@ -636,3 +636,5 @@ Check out LangGraph [supervisor](https://github.com/langchain-ai/langgraph-super
 :::js
 Check out LangGraph [supervisor](https://github.com/langchain-ai/langgraphjs/tree/main/libs/langgraph-supervisor#customizing-handoff-tools) and [swarm](https://github.com/langchain-ai/langgraphjs/tree/main/libs/langgraph-swarm#customizing-handoff-tools) documentation to learn how to customize handoffs.
 :::
+
+

docs/docs/cloud/reference/api/openapi.json

@@ -28,6 +28,14 @@
     {
       "name": "Store",
       "description": "Store is an API for managing persistent key-value store (long-term memory) that is available from any thread."
+    },
+    {
+      "name": "MCP",
+      "description": "Model Context Protocol related endpoints for exposing an agent as an MCP server."
+    },
+    {
+      "name": "System",
+      "description": "System endpoints for health checks, metrics, and server information."
     }
   ],
   "paths": {
@@ -149,6 +157,59 @@
         }
       }
     },
+    "/assistants/count": {
+      "post": {
+        "tags": [
+          "Assistants"
+        ],
+        "summary": "Count Assistants",
+        "description": "Get the count of assistants matching the specified criteria.",
+        "operationId": "count_assistants_assistants_count_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/AssistantCountRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "description": "Success",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "type": "integer",
+                  "title": "Count"
+                }
+              }
+            }
+          },
+          "404": {
+            "description": "Not Found",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
     "/assistants/{assistant_id}": {
       "get": {
         "tags": [
@@ -805,6 +866,59 @@
         }
       }
     },
+    "/threads/count": {
+      "post": {
+        "tags": [
+          "Threads"
+        ],
+        "summary": "Count Threads",
+        "description": "Get the count of threads matching the specified criteria.",
+        "operationId": "count_threads_threads_count_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/ThreadCountRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "description": "Success",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "type": "integer",
+                  "title": "Count"
+                }
+              }
+            }
+          },
+          "404": {
+            "description": "Not Found",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
     "/threads/{thread_id}/state": {
       "get": {
         "tags": [
@@ -1461,6 +1575,30 @@
             },
             "name": "status",
             "in": "query"
+          },
+          {
+            "required": false,
+            "schema": {
+              "type": "array",
+              "items": {
+                "type": "string",
+                "enum": [
+                  "run_id",
+                  "thread_id",
+                  "assistant_id",
+                  "created_at",
+                  "updated_at",
+                  "status",
+                  "metadata",
+                  "kwargs",
+                  "multitask_strategy"
+                ]
+              },
+              "title": "Select",
+              "description": "Specify which fields to return. If not provided, all fields are returned."
+            },
+            "name": "select",
+            "in": "query"
           }
         ],
         "responses": {
@@ -2312,6 +2450,59 @@
         }
       }
     },
+    "/runs/crons/count": {
+      "post": {
+        "tags": [
+          "Crons (Plus tier)"
+        ],
+        "summary": "Count Crons",
+        "description": "Get the count of crons matching the specified criteria.",
+        "operationId": "count_crons_runs_crons_count_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/CronCountRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "description": "Success",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "type": "integer",
+                  "title": "Count"
+                }
+              }
+            }
+          },
+          "404": {
+            "description": "Not Found",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
     "/runs/stream": {
       "post": {
         "tags": [
@@ -2996,6 +3187,153 @@
           "MCP"
         ]
       }
+    },
+    "/info": {
+      "get": {
+        "tags": [
+          "System"
+        ],
+        "summary": "Server Information",
+        "description": "Get server version information, feature flags, and metadata.",
+        "operationId": "server_info_info_get",
+        "responses": {
+          "200": {
+            "description": "Success",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "type": "object",
+                  "properties": {
+                    "version": {
+                      "type": "string",
+                      "title": "Version",
+                      "description": "LangGraph API version"
+                    },
+                    "langgraph_py_version": {
+                      "type": "string",
+                      "title": "LangGraph Python Version",
+                      "description": "LangGraph Python library version"
+                    },
+                    "flags": {
+                      "type": "object",
+                      "title": "Feature Flags",
+                      "description": "Enabled features and capabilities"
+                    },
+                    "metadata": {
+                      "type": "object",
+                      "title": "Metadata",
+                      "description": "Server deployment metadata"
+                    }
+                  },
+                  "required": ["version", "langgraph_py_version", "flags", "metadata"],
+                  "title": "ServerInfo"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/metrics": {
+      "get": {
+        "tags": [
+          "System"
+        ],
+        "summary": "System Metrics",
+        "description": "Get system metrics in Prometheus or JSON format for monitoring and observability.",
+        "operationId": "system_metrics_metrics_get",
+        "parameters": [
+          {
+            "name": "format",
+            "in": "query",
+            "required": false,
+            "schema": {
+              "type": "string",
+              "enum": ["prometheus", "json"],
+              "default": "prometheus",
+              "title": "Output Format",
+              "description": "Response format: prometheus (default) or json"
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Success",
+            "content": {
+              "text/plain": {
+                "schema": {
+                  "type": "string",
+                  "title": "Prometheus Metrics",
+                  "description": "Metrics in Prometheus exposition format"
+                }
+              },
+              "application/json": {
+                "schema": {
+                  "type": "object",
+                  "title": "JSON Metrics",
+                  "description": "Metrics in JSON format including queue stats, worker stats, and HTTP metrics"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/ok": {
+      "get": {
+        "tags": [
+          "System"
+        ],
+        "summary": "Health Check",
+        "description": "Check the health status of the server. Optionally check database connectivity.",
+        "operationId": "health_check_ok_get",
+        "parameters": [
+          {
+            "name": "check_db",
+            "in": "query",
+            "required": false,
+            "schema": {
+              "type": "integer",
+              "enum": [0, 1],
+              "default": 0,
+              "title": "Check Database",
+              "description": "Whether to check database connectivity (0=false, 1=true)"
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Success",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "type": "object",
+                  "properties": {
+                    "ok": {
+                      "type": "boolean",
+                      "const": true,
+                      "title": "OK",
+                      "description": "Indicates the server is healthy"
+                    }
+                  },
+                  "required": ["ok"],
+                  "title": "HealthResponse"
+                }
+              }
+            }
+          },
+          "500": {
+            "description": "Internal Server Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
     }
   },
   "components": {
@@ -3035,6 +3373,11 @@
             "title": "Config",
             "description": "The assistant config."
           },
+          "context": {
+            "type": "object",
+            "title": "Context",
+            "description": "Static context added to the assistant."
+          },
           "created_at": {
             "type": "string",
             "format": "date-time",
@@ -3100,6 +3443,11 @@
             "title": "Config",
             "description": "Configuration to use for the graph. Useful when graph is configurable and you want to create different assistants based on different configurations."
           },
+          "context": {
+            "type": "object",
+            "title": "Context",
+            "description": "Static context added to the assistant."
+          },
           "metadata": {
             "type": "object",
             "title": "Metadata",
@@ -3148,6 +3496,11 @@
             "title": "Config",
             "description": "Configuration to use for the graph. Useful when graph is configurable and you want to update the assistant's configuration."
           },
+          "context": {
+            "type": "object",
+            "title": "Context",
+            "description": "Static context added to the assistant."
+          },
           "metadata": {
             "type": "object",
             "title": "Metadata",
@@ -3209,6 +3562,12 @@
             "title": "Cron Id",
             "description": "The ID of the cron."
           },
+          "assistant_id": {
+            "type": ["string", "null"],
+            "format": "uuid",
+            "title": "Assistant Id",
+            "description": "The ID of the assistant."
+          },
           "thread_id": {
             "type": "string",
             "format": "uuid",
@@ -3238,10 +3597,26 @@
             "title": "Updated At",
             "description": "The last time the cron was updated."
           },
+          "user_id": {
+            "type": ["string", "null"],
+            "title": "User Id",
+            "description": "The ID of the user."
+          },
           "payload": {
             "type": "object",
             "title": "Payload",
             "description": "The run payload to use for creating new run."
+          },
+          "next_run_date": {
+            "type": ["string", "null"],
+            "format": "date-time",
+            "title": "Next Run Date",
+            "description": "The next run date of the cron."
+          },
+          "metadata": {
+            "type": "object",
+            "title": "Metadata",
+            "description": "The cron metadata."
           }
         },
         "type": "object",
@@ -3326,6 +3701,11 @@
             "title": "Config",
             "description": "The configuration for the assistant."
           },
+          "context": {
+            "type": "object",
+            "title": "Context",
+            "description": "Static context added to the assistant."
+          },
           "webhook": {
             "type": "string",
             "maxLength": 65536,
@@ -3380,7 +3760,7 @@
             ],
             "title": "Multitask Strategy",
             "description": "Multitask strategy to use. Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.",
-            "default": "reject"
+            "default": "enqueue"
           }
         },
         "type": "object",
@@ -3397,7 +3777,7 @@
             "type": "string",
             "format": "uuid",
             "title": "Assistant Id",
-            "description": "The assistant ID or graph name to search for."
+            "description": "The assistant ID or graph name to filter by using exact match."
           },
           "thread_id": {
             "type": "string",
@@ -3433,6 +3813,28 @@
             "description": "The order to sort by.",
             "default": "desc",
             "enum": ["asc", "desc"]
+          },
+          "select": {
+            "type": "array",
+            "items": {
+              "type": "string",
+              "enum": [
+                "cron_id",
+                "assistant_id",
+                "thread_id",
+                "end_time",
+                "schedule",
+                "created_at",
+                "updated_at",
+                "user_id",
+                "payload",
+                "next_run_date",
+                "metadata",
+                "now"
+              ]
+            },
+            "title": "Select",
+            "description": "Specify which fields to return. If not provided, all fields are returned."
           }
         },
         "type": "object",
@@ -3440,6 +3842,25 @@
         "title": "CronSearch",
         "description": "Payload for listing crons"
       },
+      "CronCountRequest": {
+        "properties": {
+          "assistant_id": {
+            "type": "string",
+            "format": "uuid",
+            "title": "Assistant Id",
+            "description": "The assistant ID or graph name to search for."
+          },
+          "thread_id": {
+            "type": "string",
+            "format": "uuid",
+            "title": "Thread Id",
+            "description": "The thread ID to search for."
+          }
+        },
+        "type": "object",
+        "title": "CronCountRequest",
+        "description": "Payload for counting crons"
+      },
       "GraphSchema": {
         "properties": {
           "graph_id": {
@@ -3466,13 +3887,17 @@
             "type": "object",
             "title": "Config Schema",
             "description": "The schema for the graph config. Missing if unable to generate JSON schema from graph."
+          },
+          "context_schema": {
+            "type": "object",
+            "title": "Context Schema",
+            "description": "The schema for the graph context. Missing if unable to generate JSON schema from graph."
           }
         },
         "type": "object",
         "required": [
           "graph_id",
-          "state_schema",
-          "config_schema"
+          "state_schema"
         ],
         "title": "GraphSchema",
         "description": "Defines the structure and properties of a graph."
@@ -3498,14 +3923,18 @@
             "type": "object",
             "title": "Config Schema",
             "description": "The schema for the graph config. Missing if unable to generate JSON schema from graph."
+          },
+          "context_schema": {
+            "type": "object",
+            "title": "Context Schema",
+            "description": "The schema for the graph context. Missing if unable to generate JSON schema from graph."
           }
         },
         "type": "object",
         "required": [
           "input_schema",
           "output_schema",
-          "state_schema",
-          "config_schema"
+          "state_schema"
         ],
         "title": "GraphSchemaNoId",
         "description": "Defines the structure and properties of a graph without an ID."
@@ -3516,7 +3945,7 @@
           "$ref": "#/components/schemas/GraphSchemaNoId"
         },
         "title": "Subgraphs",
-        "description": "Map of graph name to graph schema metadata (`input_schema`, `output_schema`, `state_schema`, `config_schema`)."
+        "description": "Map of graph name to graph schema metadata (`input_schema`, `output_schema`, `state_schema`, `config_schema`, `context_schema`)."
       },
       "Run": {
         "properties": {
@@ -3766,6 +4195,11 @@
             "title": "Config",
             "description": "The configuration for the assistant."
           },
+          "context": {
+            "type": "object",
+            "title": "Context",
+            "description": "Static context added to the assistant."
+          },
           "webhook": {
             "type": "string",
             "maxLength": 65536,
@@ -3819,6 +4253,8 @@
                     "values",
                     "messages",
                     "messages-tuple",
+                    "tasks",
+                    "checkpoints",
                     "updates",
                     "events",
                     "debug",
@@ -3833,6 +4269,8 @@
                   "values",
                   "messages",
                   "messages-tuple",
+                  "tasks",
+                  "checkpoints",
                   "updates",
                   "events",
                   "debug",
@@ -3886,7 +4324,7 @@
             ],
             "title": "Multitask Strategy",
             "description": "Multitask strategy to use. Must be one of 'reject', 'interrupt', 'rollback', or 'enqueue'.",
-            "default": "reject"
+            "default": "enqueue"
           },
           "if_not_exists": {
             "type": "string",
@@ -4005,6 +4443,11 @@
             "title": "Config",
             "description": "The configuration for the assistant."
           },
+          "context": {
+            "type": "object",
+            "title": "Context",
+            "description": "Static context added to the assistant."
+          },
           "webhook": {
             "type": "string",
             "maxLength": 65536,
@@ -4058,6 +4501,8 @@
                     "values",
                     "messages",
                     "messages-tuple",
+                    "tasks",
+                    "checkpoints",
                     "updates",
                     "events",
                     "debug",
@@ -4072,6 +4517,8 @@
                   "values",
                   "messages",
                   "messages-tuple",
+                  "tasks",
+                  "checkpoints",
                   "updates",
                   "events",
                   "debug",
@@ -4191,12 +4638,49 @@
             ],
             "title": "Sort Order",
             "description": "The order to sort by."
+          },
+          "select": {
+            "type": "array",
+            "items": {
+              "type": "string",
+              "enum": [
+                "assistant_id",
+                "graph_id", 
+                "name",
+                "description",
+                "config",
+                "context",
+                "created_at",
+                "updated_at",
+                "metadata",
+                "version"
+              ]
+            },
+            "title": "Select",
+            "description": "Specify which fields to return. If not provided, all fields are returned."
           }
         },
         "type": "object",
         "title": "AssistantSearchRequest",
         "description": "Payload for listing assistants."
       },
+      "AssistantCountRequest": {
+        "properties": {
+          "metadata": {
+            "type": "object",
+            "title": "Metadata",
+            "description": "Metadata to filter by. Exact match filter for each KV pair."
+          },
+          "graph_id": {
+            "type": "string",
+            "title": "Graph Id",
+            "description": "The ID of the graph to filter by. The graph ID is normally set in your langgraph.json configuration."
+          }
+        },
+        "type": "object",
+        "title": "AssistantCountRequest",
+        "description": "Payload for counting assistants."
+      },
       "AssistantVersionsSearchRequest": {
         "properties": {
           "metadata": {
@@ -4281,12 +4765,59 @@
             ],
             "title": "Sort Order",
             "description": "Sort order."
+          },
+          "select": {
+            "type": "array",
+            "items": {
+              "type": "string",
+              "enum": [
+                "thread_id",
+                "created_at",
+                "updated_at",
+                "metadata",
+                "config",
+                "context",
+                "status",
+                "values",
+                "interrupts"
+              ]
+            },
+            "title": "Select",
+            "description": "Specify which fields to return. If not provided, all fields are returned."
           }
         },
         "type": "object",
         "title": "ThreadSearchRequest",
         "description": "Payload for listing threads."
       },
+      "ThreadCountRequest": {
+        "properties": {
+          "metadata": {
+            "type": "object",
+            "title": "Metadata",
+            "description": "Thread metadata to filter on."
+          },
+          "values": {
+            "type": "object",
+            "title": "Values",
+            "description": "State values to filter on."
+          },
+          "status": {
+            "type": "string",
+            "enum": [
+              "idle",
+              "busy",
+              "interrupted",
+              "error"
+            ],
+            "title": "Status",
+            "description": "Thread status to filter on."
+          }
+        },
+        "type": "object",
+        "title": "ThreadCountRequest",
+        "description": "Payload for counting threads."
+      },
       "Thread": {
         "properties": {
           "thread_id": {
@@ -4312,6 +4843,11 @@
             "title": "Metadata",
             "description": "The thread metadata."
           },
+          "config": {
+            "type": "object",
+            "title": "Config",
+            "description": "The thread config."
+          },
           "status": {
             "type": "string",
             "enum": [
@@ -4327,6 +4863,11 @@
             "type": "object",
             "title": "Values",
             "description": "The current state of the thread."
+          },
+          "interrupts": {
+            "type": "object",
+            "title": "Interrupts",
+            "description": "The current interrupts of the thread."
           }
         },
         "type": "object",
@@ -4476,7 +5017,9 @@
                 },
                 "interrupts": {
                   "type": "array",
-                  "items": {}
+                  "items": {
+                    "$ref": "#/components/schemas/Interrupt"
+                  }
                 },
                 "checkpoint": {
                   "$ref": "#/components/schemas/CheckpointConfig",
@@ -4509,6 +5052,12 @@
           "parent_checkpoint": {
             "type": "object",
             "title": "Parent Checkpoint"
+          },
+          "interrupts": {
+            "type": "array",
+            "items": {
+              "$ref": "#/components/schemas/Interrupt"
+            }
           }
         },
         "type": "object",
@@ -4527,7 +5076,7 @@
             "type": "integer",
             "title": "Limit",
             "description": "The maximum number of states to return.",
-            "default": 10,
+            "default": 1,
             "maximum": 1000,
             "minimum": 1
           },
@@ -4954,6 +5503,24 @@
             }
           }
         }
+      },
+      "Interrupt": {
+        "type": "object",
+        "properties": {
+          "id": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "value": {
+            "type": "object"
+          }
+        },
+        "title": "Interrupt",
+        "required": [
+          "value"
+        ]
       }
     }
   }

docs/docs/concepts/multi_agent.md

@@ -498,15 +498,14 @@ In this variant of the [supervisor](#supervisor) architecture, we define a super
 :::python
 
 ```python
-from typing import Annotated
 from langchain_openai import ChatOpenAI
-from langgraph.prebuilt import InjectedState, create_react_agent
+from langgraph.prebuilt import create_react_agent
 
 model = ChatOpenAI()
 
 # this is the agent function that will be called as tool
-# notice that you can pass the state to the tool via InjectedState annotation
-def agent_1(state: Annotated[dict, InjectedState]):
+# notice that you can pass the state to the tool via the reserved keyword 'state'
+def agent_1(state):  # 'state' is a reserved keyword - automatically injected
     # you can pass relevant parts of the state to the LLM (e.g., state["messages"])
     # and add any additional logic (different models, custom prompts, structured output, etc.)
     response = model.invoke(...)
@@ -515,7 +514,7 @@ def agent_1(state: Annotated[dict, InjectedState]):
     # by the prebuilt create_react_agent (supervisor)
     return response.content
 
-def agent_2(state: Annotated[dict, InjectedState]):
+def agent_2(state):  # 'state' is a reserved keyword - automatically injected
     response = model.invoke(...)
     return response.content
 
@@ -899,3 +898,4 @@ An agent might need to have a different state schema from the rest of the agents
 
 - Define [subgraph](./subgraphs.md) agents with a separate state schema. If there are no shared state keys (channels) between the subgraph and the parent graph, it's important to [add input / output transformations](../how-tos/subgraph.ipynb#different-state-schemas) so that the parent graph knows how to communicate with the subgraphs.
 - Define agent node functions with a [private input state schema](../how-tos/graph-api.ipynb#pass-private-state-between-nodes) that is distinct from the overall graph state schema. This allows passing information that is only needed for executing that particular agent.
+

docs/docs/concepts/persistence.md

@@ -315,7 +315,8 @@ In our example, the output of `get_state_history` will look like this:
         tasks=(),
     ),
     StateSnapshot(
-        values={'foo': 'a', 'bar': ['a']}, next=('node_b',),
+        values={'foo': 'a', 'bar': ['a']},
+        next=('node_b',),
         config={'configurable': {'thread_id': '1', 'checkpoint_ns': '', 'checkpoint_id': '1ef663ba-28f9-6ec4-8001-31981c2c39f8'}},
         metadata={'source': 'loop', 'writes': {'node_a': {'foo': 'a', 'bar': ['a']}}, 'step': 1},
         created_at='2024-08-29T19:19:38.819946+00:00',

docs/docs/concepts/plans.md

@@ -12,7 +12,7 @@ There are three different plans for using it.
 
 - **Developer**: All [LangSmith](https://smith.langchain.com/) users have access to this plan. You can sign up for this plan simply by creating a LangSmith account. This gives you access to the [local deployment](./deployment_options.md#free-deployment) option.
 - **Plus**: All [LangSmith](https://smith.langchain.com/) users with a [Plus account](https://docs.smith.langchain.com/administration/pricing) have access to this plan. You can sign up for this plan simply by upgrading your LangSmith account to the Plus plan type. This gives you access to the [Cloud](./deployment_options.md#cloud-saas) deployment option.
-- **Enterprise**: This is separate from LangSmith plans. You can sign up for this plan by contacting sales@langchain.dev. This gives you access to all [deployment options](./deployment_options.md).
+- **Enterprise**: This is separate from LangSmith plans. You can sign up for this plan by [contacting our sales team](https://www.langchain.com/contact-sales). This gives you access to all [deployment options](./deployment_options.md).
 
 
 ## Plan Details

docs/docs/how-tos/multi_agent.md

@@ -26,7 +26,7 @@ To implement handoffs, you can return `Command` objects from your agent nodes or
 ```python
 from typing import Annotated
 from langchain_core.tools import tool, InjectedToolCallId
-from langgraph.prebuilt import create_react_agent, InjectedState
+from langgraph.prebuilt import create_react_agent
 from langgraph.graph import StateGraph, START, MessagesState
 from langgraph.types import Command
 
@@ -37,7 +37,7 @@ def create_handoff_tool(*, agent_name: str, description: str | None = None):
     @tool(name, description=description)
     def handoff_tool(
         # highlight-next-line
-        state: Annotated[MessagesState, InjectedState], # (1)!
+        state,  # (1)! Reserved keyword - automatically injected
         # highlight-next-line
         tool_call_id: Annotated[str, InjectedToolCallId],
     ) -> Command:
@@ -58,7 +58,7 @@ def create_handoff_tool(*, agent_name: str, description: str | None = None):
     return handoff_tool
 ```
 
-1. Access the [state](../concepts/low_level.md#state) of the agent that is calling the handoff tool using the @[InjectedState] annotation. 
+1. Access the [state](../concepts/low_level.md#state) of the agent using the reserved keyword `state`. No annotation needed - LangGraph automatically injects the state when it sees this parameter name. 
 2. The `Command` primitive allows specifying a state update and a node transition as a single operation, making it useful for implementing handoffs.
 3. Name of the agent or node to hand off to.
 4. Take the agent's messages and **add** them to the parent's **state** as part of the handoff. The next agent will see the parent state.
@@ -183,7 +183,6 @@ You can use the @[`Send()`][Send] primitive to directly send data to the worker
 
 from typing import Annotated
 from langchain_core.tools import tool, InjectedToolCallId
-from langgraph.prebuilt import InjectedState
 from langgraph.graph import StateGraph, START, MessagesState
 # highlight-next-line
 from langgraph.types import Command, Send
@@ -202,7 +201,7 @@ def create_task_description_handoff_tool(
             "Description of what the next agent should do, including all of the relevant context.",
         ],
         # these parameters are ignored by the LLM
-        state: Annotated[MessagesState, InjectedState],
+        state,  # Reserved keyword - automatically injected
     ) -> Command:
         task_description_message = {"role": "user", "content": task_description}
         agent_input = {**state, "messages": [task_description_message]}
@@ -382,7 +381,7 @@ const multiAgentGraph = new StateGraph(MessagesZodState)
     from typing import Annotated
     from langchain_core.messages import convert_to_messages
     from langchain_core.tools import tool, InjectedToolCallId
-    from langgraph.prebuilt import create_react_agent, InjectedState
+    from langgraph.prebuilt import create_react_agent
     from langgraph.graph import StateGraph, START, MessagesState
     from langgraph.types import Command
     
@@ -435,7 +434,7 @@ const multiAgentGraph = new StateGraph(MessagesZodState)
         @tool(name, description=description)
         def handoff_tool(
             # highlight-next-line
-            state: Annotated[MessagesState, InjectedState], # (1)!
+            state,  # (1)! Reserved keyword - automatically injected
             # highlight-next-line
             tool_call_id: Annotated[str, InjectedToolCallId],
         ) -> Command:
@@ -789,7 +788,7 @@ function agent(state: MessagesState): Command {
     ```python
     from langchain_anthropic import ChatAnthropic
     from langgraph.graph import MessagesState, StateGraph, START
-    from langgraph.prebuilt import create_react_agent, InjectedState
+    from langgraph.prebuilt import create_react_agent
     from langgraph.types import Command, interrupt
     from langgraph.checkpoint.memory import InMemorySaver
     
@@ -1250,4 +1249,9 @@ LangGraph comes with prebuilt implementations of two of the most popular multi-a
 :::js
 - [supervisor](../agents/multi-agent.md#supervisor) — individual agents are coordinated by a central supervisor agent. The supervisor controls all communication flow and task delegation, making decisions about which agent to invoke based on the current context and task requirements. You can use [`langgraph-supervisor`](https://github.com/langchain-ai/langgraph-supervisor-js) library to create a supervisor multi-agent systems.
 - [swarm](../agents/multi-agent.md#supervisor) — agents dynamically hand off control to one another based on their specializations. The system remembers which agent was last active, ensuring that on subsequent interactions, the conversation resumes with that agent. You can use [`langgraph-swarm`](https://github.com/langchain-ai/langgraph-swarm-js) library to create a swarm multi-agent systems.
-:::
+:::
+
+
+
+
+

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

@@ -1141,12 +1141,12 @@ await agent.invoke(
 Short-term memory maintains **dynamic** state that changes during a single execution.
 
 :::python
-To **access** (read) the graph state inside the tools, you can use a special parameter **annotation** — @[`InjectedState`][InjectedState]:
+To **access** (read) the graph state inside the tools, you can use the reserved keyword parameter `state`:
 
 ```python
-from typing import Annotated, NotRequired
+from typing import NotRequired
 from langchain_core.tools import tool
-from langgraph.prebuilt import InjectedState, create_react_agent
+from langgraph.prebuilt import create_react_agent
 from langgraph.prebuilt.chat_agent_executor import AgentState
 
 class CustomState(AgentState):
@@ -1156,7 +1156,7 @@ class CustomState(AgentState):
 @tool
 def get_user_name(
     # highlight-next-line
-    state: Annotated[CustomState, InjectedState]
+    state  # Reserved keyword - automatically injected
 ) -> str:
     """Retrieve the current user-name from state."""
     # Return stored name or a default if not set
@@ -1173,6 +1173,9 @@ agent = create_react_agent(
 agent.invoke({"messages": "what's my name?"})
 ```
 
+!!! note "Migration from Annotations"
+    The old annotation-based approach using `Annotated[CustomState, InjectedState]` is deprecated but still supported for backward compatibility. Simply use the reserved keyword `state` without any type annotation for cleaner code.
+
 :::
 
 :::js
@@ -2387,3 +2390,4 @@ Some commonly used tool categories include:
 
 These integrations can be configured and added to your agents using the same `tools` parameter shown in the examples above.
 :::
+

docs/docs/tutorials/multi_agent/agent_supervisor.md

@@ -383,7 +383,6 @@ We will implement handoffs via **handoff tools** and give these tools to the sup
 ```python
 from typing import Annotated
 from langchain_core.tools import tool, InjectedToolCallId
-from langgraph.prebuilt import InjectedState
 from langgraph.graph import StateGraph, START, MessagesState
 from langgraph.types import Command
 
@@ -394,7 +393,7 @@ def create_handoff_tool(*, agent_name: str, description: str | None = None):
 
     @tool(name, description=description)
     def handoff_tool(
-        state: Annotated[MessagesState, InjectedState],
+        state,  # Reserved keyword - automatically injected
         tool_call_id: Annotated[str, InjectedToolCallId],
     ) -> Command:
         tool_message = {
@@ -644,7 +643,7 @@ def create_task_description_handoff_tool(
             "Description of what the next agent should do, including all of the relevant context.",
         ],
         # these parameters are ignored by the LLM
-        state: Annotated[MessagesState, InjectedState],
+        state,  # Reserved keyword - automatically injected
     ) -> Command:
         task_description_message = {"role": "user", "content": task_description}
         agent_input = {**state, "messages": [task_description_message]}
@@ -766,3 +765,5 @@ Update from subgraph research_agent:
 	
 	{"query": "2024 United States GDP value from a reputable source", "follow_up_questions": null, "answer": null, "images": [], "results": [{"url": "https://www.focus-economics.com/countries/united-states/", "title": "United States Economy Overview - Focus Economics", "content": "The United States' Macroeconomic Analysis:\n------------------------------------------\n\n**Nominal GDP of USD 29,185 billion in 2024.**\n\n**Nominal GDP of USD 29,179 billion in 2024.**\n\n**GDP per capita of USD 86,635 compared to the global average of USD 10,589.**\n\n**GDP per capita of USD 86,652 compared to the global average of USD 10,589.**\n\n**Average real GDP growth of 2.5% over the last decade.**\n\n**Average real GDP growth of ```
 ``` 
+
+

docs/overrides/main.html

@@ -360,5 +360,5 @@ j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src=
 {% endblock %}
 
 {% block announce %}
-<strong>LangGraph Platform docs have moved!</strong> Find the LangGraph Platform docs at the new <a href="https://docs.langchain.com/langgraph-platform" target="_blank">LangChain Docs</a> site.
+Our new LangChain Academy Course Deep Research with LangGraph is now live! <a href="https://academy.langchain.com/courses/deep-research-with-langgraph/?utm_medium=internal&utm_source=docs&utm_campaign=q3-2025_deep-research-course_co" target="_blank">Enroll for free</a>.
 {% endblock %}

libs/checkpoint/tests/test_redis_cache.py

@@ -161,9 +161,7 @@ class TestRedisCache:
     async def test_async_operations(self):
         """Test async set and get operations with sync Redis client."""
         # Create sync Redis client and cache (like main integration tests)
-        client = redis.Redis(
-            host="localhost", port=6379, db=1, decode_responses=False
-        )
+        client = redis.Redis(host="localhost", port=6379, db=1, decode_responses=False)
         try:
             client.ping()
         except Exception:
@@ -189,9 +187,7 @@ class TestRedisCache:
     async def test_async_clear(self):
         """Test async clear operations with sync Redis client."""
         # Create sync Redis client and cache (like main integration tests)
-        client = redis.Redis(
-            host="localhost", port=6379, db=1, decode_responses=False
-        )
+        client = redis.Redis(host="localhost", port=6379, db=1, decode_responses=False)
         try:
             client.ping()
         except Exception:

libs/cli/Makefile

@@ -4,8 +4,9 @@
 # TESTING AND COVERAGE
 ######################
 
+TEST?= "tests/unit_tests"
 test:
-	uv run pytest tests/unit_tests
+	uv run pytest $(TEST)
 test-integration:
 	uv run pytest tests/integration_tests
 

libs/cli/examples/.env.example

@@ -1,10 +1,3 @@
 OPENAI_API_KEY=placeholder
 ANTHROPIC_API_KEY=placeholder
 TAVILY_API_KEY=placeholder
-LANGCHAIN_TRACING_V2=false
-LANGCHAIN_ENDPOINT=placeholder
-LANGCHAIN_API_KEY=placeholder
-LANGCHAIN_PROJECT=placeholder
-LANGGRAPH_AUTH_TYPE=noop
-LANGSMITH_AUTH_ENDPOINT=placeholder
-LANGSMITH_TENANT_ID=placeholder

libs/cli/generate_schema.py

@@ -163,14 +163,7 @@ def generate_schema():
 
     # Add enum constraint for python_version
     if "python_version" in python_schema["properties"]:
-        python_schema["properties"]["python_version"]["enum"] = ["3.11", "3.12"]
-
-    # Add enum constraint for image_distro
-    if "image_distro" in python_schema["properties"]:
-        python_schema["properties"]["image_distro"]["anyOf"] = [
-            {"type": "string", "enum": ["debian", "wolfi"]},
-            {"type": "null"},
-        ]
+        python_schema["properties"]["python_version"]["enum"] = ["3.11", "3.12", "3.13"]
 
     # Create Node.js schema with node_version
     node_schema = {

libs/cli/langgraph_cli/__init__.py

@@ -0,0 +1 @@
+__version__ = "0.3.8"

libs/cli/langgraph_cli/config.py

@@ -17,6 +17,9 @@ DEFAULT_PYTHON_VERSION = "3.11"
 DEFAULT_IMAGE_DISTRO = "debian"
 
 
+Distros = Literal["debian", "wolfi", "bullseye", "bookworm"]
+
+
 class TTLConfig(TypedDict, total=False):
     """Configuration for TTL (time-to-live) behavior in the store."""
 
@@ -369,6 +372,13 @@ class Config(TypedDict, total=False):
     Must be >= 20 if provided.
     """
 
+    api_version: Optional[str]
+    """Optional. Which semantic version of the LangGraph API server to use.
+    
+    Defaults to latest. Check the
+    [changelog](https://docs.langchain.com/langgraph-platform/langgraph-server-changelog)
+    for more information."""
+
     _INTERNAL_docker_tag: Optional[str]
     """Optional. Internal use only.
     """
@@ -378,10 +388,11 @@ class Config(TypedDict, total=False):
     
     Defaults to langchain/langgraph-api or langchain/langgraphjs-api."""
 
-    image_distro: Optional[str]
+    image_distro: Optional[Distros]
     """Optional. Linux distribution for the base image.
     
-    Must be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.
+    Must be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.
+    If omitted, defaults to 'debian' ('latest').
     """
 
     pip_config_file: Optional[str]
@@ -587,13 +598,28 @@ def validate_config(config: Config) -> Config:
     )
 
     image_distro = config.get("image_distro", DEFAULT_IMAGE_DISTRO)
+    internal_docker_tag = config.get("_INTERNAL_docker_tag")
+    api_version = config.get("api_version")
+    if internal_docker_tag:
+        if api_version:
+            raise click.UsageError(
+                "Cannot specify both _INTERNAL_docker_tag and api_version."
+            )
+    if api_version:
+        try:
+            parts = tuple(map(int, api_version.split("-")[0].split(".")))
+            if len(parts) > 3:
+                raise ValueError(
+                    "Version must be major or major.minor or major.minor.patch."
+                )
+        except TypeError:
+            raise click.UsageError(f"Invalid version format: {api_version}") from None
 
     config = {
         "node_version": node_version,
         "python_version": python_version,
         "pip_config_file": config.get("pip_config_file"),
         "pip_installer": config.get("pip_installer", "auto"),
-        "_INTERNAL_docker_tag": config.get("_INTERNAL_docker_tag"),
         "base_image": config.get("base_image"),
         "image_distro": image_distro,
         "dependencies": config.get("dependencies", []),
@@ -608,6 +634,10 @@ def validate_config(config: Config) -> Config:
         "ui_config": config.get("ui_config"),
         "keep_pkg_tools": config.get("keep_pkg_tools"),
     }
+    if internal_docker_tag:
+        config["_INTERNAL_docker_tag"] = internal_docker_tag
+    if api_version:
+        config["api_version"] = api_version
 
     if config.get("node_version"):
         node_version = config["node_version"]
@@ -644,17 +674,17 @@ def validate_config(config: Config) -> Config:
                 "Add at least one dependency to 'dependencies' list."
             )
 
-    if not config["graphs"]:
+    if not config.get("graphs"):
         raise click.UsageError(
             "No graphs found in config. Add at least one graph to 'graphs' dictionary."
         )
 
     # Validate image_distro config
     if image_distro := config.get("image_distro"):
-        if image_distro not in ["debian", "wolfi"]:
+        if image_distro not in Distros.__args__:
             raise click.UsageError(
                 f"Invalid image_distro: '{image_distro}'. "
-                "Must be either 'debian' or 'wolfi'."
+                "Must be one of 'debian', 'bullseye', or 'bookworm'."
             )
 
     if pip_installer := config.get("pip_installer"):
@@ -1465,6 +1495,7 @@ def docker_tag(
     base_image: Optional[str] = None,
     api_version: Optional[str] = None,
 ) -> str:
+    api_version = api_version or config.get("api_version")
     base_image = base_image or default_base_image(config)
 
     image_distro = config.get("image_distro")
@@ -1473,9 +1504,6 @@ def docker_tag(
     if config.get("_INTERNAL_docker_tag"):
         return f"{base_image}:{config['_INTERNAL_docker_tag']}"
 
-    if "/langgraph-server" in base_image:
-        return f"{base_image}-py{config['python_version']}"
-
     # Build the standard tag format
     language, version = None, None
     if config.get("node_version") and not config.get("python_version"):
@@ -1488,6 +1516,8 @@ def docker_tag(
     # Prepend API version if provided
     if api_version:
         full_tag = f"{api_version}-{language}{version_distro_tag}"
+    elif "/langgraph-server" in base_image and version_distro_tag not in base_image:
+        return f"{base_image}-{language}{version_distro_tag}"
     else:
         full_tag = version_distro_tag
 

libs/cli/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-cli"
-version = "0.3.6"
+dynamic = ["version"]
 description = "CLI for interacting with LangGraph API"
 authors = []
 requires-python = ">=3.9"
@@ -15,11 +15,12 @@ dependencies = [
     "click>=8.1.7",
     "langgraph-sdk>=0.1.0 ; python_version >= '3.11'",
 ]
-
+[tool.hatch.version]
+path = "langgraph_cli/__init__.py"
 [project.optional-dependencies]
 inmem = [
-    "langgraph-api>=0.2.67,<0.3.0 ; python_version >= '3.11'",
-    "langgraph-runtime-inmem>=0.6.0 ; python_version >= '3.11'",
+    "langgraph-api>=0.2.120,<0.4.0 ; python_version >= '3.11'",
+    "langgraph-runtime-inmem>=0.6.8 ; python_version >= '3.11'",
     "python-dotenv>=0.8.0",
 ]
 

libs/cli/schemas/schema.json

@@ -15,7 +15,8 @@
               "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this deployment to function properly.\n",
               "enum": [
                 "3.11",
-                "3.12"
+                "3.12",
+                "3.13"
               ]
             },
             "pip_config_file": {
@@ -40,6 +41,17 @@
               ],
               "description": "Optional. Internal use only.\n"
             },
+            "api_version": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+            },
             "auth": {
               "anyOf": [
                 {
@@ -122,8 +134,9 @@
             "image_distro": {
               "anyOf": [
                 {
-                  "type": "string",
                   "enum": [
+                    "bookworm",
+                    "bullseye",
                     "debian",
                     "wolfi"
                   ]
@@ -132,7 +145,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Linux distribution for the base image.\n\nMust be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.\n"
+              "description": "Optional. Linux distribution for the base image.\n\nMust be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.\nIf omitted, defaults to 'debian' ('latest').\n"
             },
             "keep_pkg_tools": {
               "anyOf": [
@@ -221,6 +234,17 @@
               ],
               "description": "Optional. Internal use only.\n"
             },
+            "api_version": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+            },
             "auth": {
               "anyOf": [
                 {
@@ -313,7 +337,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Linux distribution for the base image.\n\nMust be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.\n"
+              "description": "Optional. Linux distribution for the base image.\n\nMust be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.\nIf omitted, defaults to 'debian' ('latest').\n"
             },
             "keep_pkg_tools": {
               "anyOf": [

libs/cli/schemas/schema.v0.json

@@ -15,7 +15,8 @@
               "description": "Optional. Python version in 'major.minor' format (e.g. '3.11').\nMust be at least 3.11 or greater for this deployment to function properly.\n",
               "enum": [
                 "3.11",
-                "3.12"
+                "3.12",
+                "3.13"
               ]
             },
             "pip_config_file": {
@@ -40,6 +41,17 @@
               ],
               "description": "Optional. Internal use only.\n"
             },
+            "api_version": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+            },
             "auth": {
               "anyOf": [
                 {
@@ -122,8 +134,9 @@
             "image_distro": {
               "anyOf": [
                 {
-                  "type": "string",
                   "enum": [
+                    "bookworm",
+                    "bullseye",
                     "debian",
                     "wolfi"
                   ]
@@ -132,7 +145,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Linux distribution for the base image.\n\nMust be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.\n"
+              "description": "Optional. Linux distribution for the base image.\n\nMust be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.\nIf omitted, defaults to 'debian' ('latest').\n"
             },
             "keep_pkg_tools": {
               "anyOf": [
@@ -221,6 +234,17 @@
               ],
               "description": "Optional. Internal use only.\n"
             },
+            "api_version": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "Optional. Which semantic version of the LangGraph API server to use.\n\nDefaults to latest. Check the\nfor more information.\n"
+            },
             "auth": {
               "anyOf": [
                 {
@@ -313,7 +337,7 @@
                   "type": "null"
                 }
               ],
-              "description": "Optional. Linux distribution for the base image.\n\nMust be either 'debian' or 'wolfi'. If omitted, defaults to 'debian'.\n"
+              "description": "Optional. Linux distribution for the base image.\n\nMust be one of 'wolfi', 'debian', 'bullseye', or 'bookworm'.\nIf omitted, defaults to 'debian' ('latest').\n"
             },
             "keep_pkg_tools": {
               "anyOf": [

libs/cli/tests/unit_tests/cli/test_cli.py

@@ -381,7 +381,9 @@ def test_dockerfile_command_with_base_image() -> None:
         assert save_path.exists()
         with open(save_path) as f:
             dockerfile = f.read()
-            assert re.match("FROM langchain/langgraph-server:0.2-py3.*", dockerfile)
+            assert re.match("FROM langchain/langgraph-server:0.2-py3.*", dockerfile), (
+                "\n".join(dockerfile.splitlines()[:3])
+            )
 
 
 def test_dockerfile_command_with_docker_compose() -> None:

libs/cli/tests/unit_tests/test_config.py

@@ -38,7 +38,6 @@ def test_validate_config():
     }
     actual_config = validate_config(expected_config)
     expected_config = {
-        "_INTERNAL_docker_tag": None,
         "base_image": None,
         "python_version": "3.11",
         "node_version": None,
@@ -61,7 +60,6 @@ def test_validate_config():
     # full config
     env = ".env"
     expected_config = {
-        "_INTERNAL_docker_tag": None,
         "base_image": None,
         "python_version": "3.12",
         "node_version": None,
@@ -190,7 +188,6 @@ def test_validate_config_image_distro():
             }
         )
     assert "Invalid image_distro: 'ubuntu'" in str(exc_info.value)
-    assert "Must be either 'debian' or 'wolfi'" in str(exc_info.value)
 
     with pytest.raises(click.UsageError) as exc_info:
         validate_config(
@@ -1339,19 +1336,22 @@ def test_docker_tag_different_node_versions_with_distro():
         assert tag == expected_tag, f"Failed for Node.js {node_version}"
 
 
-def test_docker_tag_with_api_version():
+@pytest.mark.parametrize("in_config", [False, True])
+def test_docker_tag_with_api_version(in_config: bool):
     """Test docker_tag function with api_version parameter."""
 
     # Test 1: Python config with api_version and default distro
+    version = "0.2.74"
     config = validate_config(
         {
             "python_version": "3.11",
             "dependencies": ["."],
             "graphs": {"agent": "./agent.py:graph"},
+            "api_version": version if in_config else None,
         }
     )
-    tag = docker_tag(config, api_version="0.2.74")
-    assert tag == "langchain/langgraph-api:0.2.74-py3.11"
+    tag = docker_tag(config, api_version=version if not in_config else None)
+    assert tag == f"langchain/langgraph-api:{version}-py3.11"
 
     # Test 2: Python config with api_version and wolfi distro
     config = validate_config(
@@ -1360,20 +1360,22 @@ def test_docker_tag_with_api_version():
             "dependencies": ["."],
             "graphs": {"agent": "./agent.py:graph"},
             "image_distro": "wolfi",
+            "api_version": version if in_config else None,
         }
     )
-    tag = docker_tag(config, api_version="0.2.74")
-    assert tag == "langchain/langgraph-api:0.2.74-py3.12-wolfi"
+    tag = docker_tag(config, api_version=version if not in_config else None)
+    assert tag == f"langchain/langgraph-api:{version}-py3.12-wolfi"
 
     # Test 3: Node.js config with api_version and default distro
     config = validate_config(
         {
             "node_version": "20",
             "graphs": {"agent": "./agent.js:graph"},
+            "api_version": version if in_config else None,
         }
     )
-    tag = docker_tag(config, api_version="0.2.74")
-    assert tag == "langchain/langgraphjs-api:0.2.74-node20"
+    tag = docker_tag(config, api_version=version if not in_config else None)
+    assert tag == f"langchain/langgraphjs-api:{version}-node20"
 
     # Test 4: Node.js config with api_version and wolfi distro
     config = validate_config(
@@ -1381,10 +1383,11 @@ def test_docker_tag_with_api_version():
             "node_version": "20",
             "graphs": {"agent": "./agent.js:graph"},
             "image_distro": "wolfi",
+            "api_version": version if in_config else None,
         }
     )
-    tag = docker_tag(config, api_version="0.2.74")
-    assert tag == "langchain/langgraphjs-api:0.2.74-node20-wolfi"
+    tag = docker_tag(config, api_version=version if not in_config else None)
+    assert tag == f"langchain/langgraphjs-api:{version}-node20-wolfi"
 
     # Test 5: Custom base image with api_version
     config = validate_config(
@@ -1393,10 +1396,15 @@ def test_docker_tag_with_api_version():
             "dependencies": ["."],
             "graphs": {"agent": "./agent.py:graph"},
             "base_image": "my-registry/custom-image",
+            "api_version": version if in_config else None,
         }
     )
-    tag = docker_tag(config, base_image="my-registry/custom-image", api_version="1.0.0")
-    assert tag == "my-registry/custom-image:1.0.0-py3.11"
+    tag = docker_tag(
+        config,
+        base_image="my-registry/custom-image",
+        api_version=version if not in_config else None,
+    )
+    assert tag == f"my-registry/custom-image:{version}-py3.11"
 
     # Test 6: api_version with different Python versions
     for python_version in ["3.11", "3.12", "3.13"]:
@@ -1405,10 +1413,11 @@ def test_docker_tag_with_api_version():
                 "python_version": python_version,
                 "dependencies": ["."],
                 "graphs": {"agent": "./agent.py:graph"},
+                "api_version": version if in_config else None,
             }
         )
-        tag = docker_tag(config, api_version="0.2.74")
-        assert tag == f"langchain/langgraph-api:0.2.74-py{python_version}"
+        tag = docker_tag(config, api_version=version if not in_config else None)
+        assert tag == f"langchain/langgraph-api:{version}-py{python_version}"
 
     # Test 7: Without api_version should work as before
     config = validate_config(
@@ -1428,10 +1437,11 @@ def test_docker_tag_with_api_version():
             "node_version": "20",
             "dependencies": ["."],
             "graphs": {"python": "./agent.py:graph", "js": "./agent.js:graph"},
+            "api_version": version if in_config else None,
         }
     )
-    tag = docker_tag(config, api_version="0.2.74")
-    assert tag == "langchain/langgraph-api:0.2.74-py3.11"
+    tag = docker_tag(config, api_version=version if not in_config else None)
+    assert tag == f"langchain/langgraph-api:{version}-py3.11"
 
     # Test 9: api_version with _INTERNAL_docker_tag should ignore api_version
     config = validate_config(
@@ -1451,12 +1461,15 @@ def test_docker_tag_with_api_version():
             "python_version": "3.11",
             "dependencies": ["."],
             "graphs": {"agent": "./agent.py:graph"},
+            "api_version": version if in_config else None,
         }
     )
     tag = docker_tag(
-        config, base_image="langchain/langgraph-server:0.2", api_version="0.2.74"
+        config,
+        base_image="langchain/langgraph-server",
+        api_version=version if not in_config else None,
     )
-    assert tag == "langchain/langgraph-server:0.2-py3.11"
+    assert tag == f"langchain/langgraph-server:{version}-py3.11"
 
 
 def test_config_to_docker_with_api_version():

libs/cli/uv.lock

@@ -18,16 +18,16 @@ wheels = [
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
+version = "4.10.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "idna", marker = "python_full_version >= '3.11'" },
     { name = "sniffio", marker = "python_full_version >= '3.11'" },
     { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.13'" },
 ]
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/6f/12/e5e0282d673bb9746bacfb6e2dba8719989d3660cdb2ea79aee9a9651afb/anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1", size = 107213, upload-time = "2025-08-04T08:54:24.882Z" },
 ]
 
 [[package]]
@@ -53,11 +53,11 @@ wheels = [
 
 [[package]]
 name = "certifi"
-version = "2025.7.14"
+version = "2025.8.3"
 source = { registry = "https://pypi.org/simple" }
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+sdist = { url = "https://files.pythonhosted.org/packages/dc/67/960ebe6bf230a96cda2e0abcf73af550ec4f090005363542f0765df162e0/certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407", size = 162386, upload-time = "2025-08-03T03:07:47.08Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/e5/48/1549795ba7742c948d2ad169c1c8cdbae65bc450d6cd753d124b17c8cd32/certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5", size = 161216, upload-time = "2025-08-03T03:07:45.777Z" },
 ]
 
 [[package]]
@@ -131,76 +131,77 @@ wheels = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.2"
+version = "3.4.3"
 source = { registry = "https://pypi.org/simple" }
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libs/langgraph/langgraph/pregel/remote.py

@@ -25,9 +25,17 @@ from langgraph_sdk.client import (
     get_client,
     get_sync_client,
 )
-from langgraph_sdk.schema import Checkpoint, ThreadState
-from langgraph_sdk.schema import Command as CommandSDK
-from langgraph_sdk.schema import StreamMode as StreamModeSDK
+from langgraph_sdk.schema import (
+    Checkpoint,
+    QueryParamTypes,
+    ThreadState,
+)
+from langgraph_sdk.schema import (
+    Command as CommandSDK,
+)
+from langgraph_sdk.schema import (
+    StreamMode as StreamModeSDK,
+)
 from typing_extensions import Self
 
 from langgraph._internal._config import merge_configs
@@ -208,6 +216,8 @@ class RemoteGraph(PregelProtocol):
         config: RunnableConfig | None = None,
         *,
         xray: int | bool = False,
+        headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
     ) -> DrawableGraph:
         """Get graph by graph name.
 
@@ -226,6 +236,8 @@ class RemoteGraph(PregelProtocol):
         graph = sync_client.assistants.get_graph(
             assistant_id=self.assistant_id,
             xray=xray,
+            headers=headers,
+            params=params,
         )
         return DrawableGraph(
             nodes=self._get_drawable_nodes(graph),
@@ -237,6 +249,8 @@ class RemoteGraph(PregelProtocol):
         config: RunnableConfig | None = None,
         *,
         xray: int | bool = False,
+        headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
     ) -> DrawableGraph:
         """Get graph by graph name.
 
@@ -255,6 +269,8 @@ class RemoteGraph(PregelProtocol):
         graph = await client.assistants.get_graph(
             assistant_id=self.assistant_id,
             xray=xray,
+            headers=headers,
+            params=params,
         )
         return DrawableGraph(
             nodes=self._get_drawable_nodes(graph),
@@ -376,7 +392,12 @@ class RemoteGraph(PregelProtocol):
         return sanitized
 
     def get_state(
-        self, config: RunnableConfig, *, subgraphs: bool = False
+        self,
+        config: RunnableConfig,
+        *,
+        subgraphs: bool = False,
+        headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
     ) -> StateSnapshot:
         """Get the state of a thread.
 
@@ -388,6 +409,8 @@ class RemoteGraph(PregelProtocol):
             config: A `RunnableConfig` that includes `thread_id` in the
                 `configurable` field.
             subgraphs: Include subgraphs in the state.
+            headers: Optional custom headers to include with the request.
+            params: Optional query parameters to include with the request.
 
         Returns:
             The latest state of the thread.
@@ -399,11 +422,18 @@ class RemoteGraph(PregelProtocol):
             thread_id=merged_config["configurable"]["thread_id"],
             checkpoint=self._get_checkpoint(merged_config),
             subgraphs=subgraphs,
+            headers=headers,
+            params=params,
         )
         return self._create_state_snapshot(state)
 
     async def aget_state(
-        self, config: RunnableConfig, *, subgraphs: bool = False
+        self,
+        config: RunnableConfig,
+        *,
+        subgraphs: bool = False,
+        headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
     ) -> StateSnapshot:
         """Get the state of a thread.
 
@@ -415,6 +445,8 @@ class RemoteGraph(PregelProtocol):
             config: A `RunnableConfig` that includes `thread_id` in the
                 `configurable` field.
             subgraphs: Include subgraphs in the state.
+            headers: Optional custom headers to include with the request.
+            params: Optional query parameters to include with the request.
 
         Returns:
             The latest state of the thread.
@@ -426,6 +458,8 @@ class RemoteGraph(PregelProtocol):
             thread_id=merged_config["configurable"]["thread_id"],
             checkpoint=self._get_checkpoint(merged_config),
             subgraphs=subgraphs,
+            headers=headers,
+            params=params,
         )
         return self._create_state_snapshot(state)
 
@@ -436,6 +470,8 @@ class RemoteGraph(PregelProtocol):
         filter: dict[str, Any] | None = None,
         before: RunnableConfig | None = None,
         limit: int | None = None,
+        headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
     ) -> Iterator[StateSnapshot]:
         """Get the state history of a thread.
 
@@ -460,6 +496,8 @@ class RemoteGraph(PregelProtocol):
             before=self._get_checkpoint(before),
             metadata=filter,
             checkpoint=self._get_checkpoint(merged_config),
+            headers=headers,
+            params=params,
         )
         for state in states:
             yield self._create_state_snapshot(state)
@@ -471,6 +509,8 @@ class RemoteGraph(PregelProtocol):
         filter: dict[str, Any] | None = None,
         before: RunnableConfig | None = None,
         limit: int | None = None,
+        headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
     ) -> AsyncIterator[StateSnapshot]:
         """Get the state history of a thread.
 
@@ -482,6 +522,8 @@ class RemoteGraph(PregelProtocol):
             filter: Metadata to filter on.
             before: A `RunnableConfig` that includes checkpoint metadata.
             limit: Max number of states to return.
+            headers: Optional custom headers to include with the request.
+            params: Optional query parameters to include with the request.
 
         Returns:
             States of the thread.
@@ -495,6 +537,8 @@ class RemoteGraph(PregelProtocol):
             before=self._get_checkpoint(before),
             metadata=filter,
             checkpoint=self._get_checkpoint(merged_config),
+            headers=headers,
+            params=params,
         )
         for state in states:
             yield self._create_state_snapshot(state)
@@ -518,6 +562,9 @@ class RemoteGraph(PregelProtocol):
         config: RunnableConfig,
         values: dict[str, Any] | Any | None,
         as_node: str | None = None,
+        *,
+        headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
     ) -> RunnableConfig:
         """Update the state of a thread.
 
@@ -540,6 +587,8 @@ class RemoteGraph(PregelProtocol):
             values=values,
             as_node=as_node,
             checkpoint=self._get_checkpoint(merged_config),
+            headers=headers,
+            params=params,
         )
         return self._get_config(response["checkpoint"])
 
@@ -548,6 +597,9 @@ class RemoteGraph(PregelProtocol):
         config: RunnableConfig,
         values: dict[str, Any] | Any | None,
         as_node: str | None = None,
+        *,
+        headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
     ) -> RunnableConfig:
         """Update the state of a thread.
 
@@ -570,6 +622,8 @@ class RemoteGraph(PregelProtocol):
             values=values,
             as_node=as_node,
             checkpoint=self._get_checkpoint(merged_config),
+            headers=headers,
+            params=params,
         )
         return self._get_config(response["checkpoint"])
 
@@ -634,6 +688,7 @@ class RemoteGraph(PregelProtocol):
         interrupt_after: All | Sequence[str] | None = None,
         subgraphs: bool = False,
         headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
         **kwargs: Any,
     ) -> Iterator[dict[str, Any] | Any]:
         """Create a run and stream the results.
@@ -678,9 +733,10 @@ class RemoteGraph(PregelProtocol):
             interrupt_after=interrupt_after,
             stream_subgraphs=subgraphs or stream is not None,
             if_not_exists="create",
-            headers=_merge_tracing_headers(headers)
-            if self.distributed_tracing
-            else headers,
+            headers=(
+                _merge_tracing_headers(headers) if self.distributed_tracing else headers
+            ),
+            params=params,
             **kwargs,
         ):
             # split mode and ns
@@ -741,6 +797,7 @@ class RemoteGraph(PregelProtocol):
         interrupt_after: All | Sequence[str] | None = None,
         subgraphs: bool = False,
         headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
         **kwargs: Any,
     ) -> AsyncIterator[dict[str, Any] | Any]:
         """Create a run and stream the results.
@@ -785,9 +842,10 @@ class RemoteGraph(PregelProtocol):
             interrupt_after=interrupt_after,
             stream_subgraphs=subgraphs or stream is not None,
             if_not_exists="create",
-            headers=_merge_tracing_headers(headers)
-            if self.distributed_tracing
-            else headers,
+            headers=(
+                _merge_tracing_headers(headers) if self.distributed_tracing else headers
+            ),
+            params=params,
             **kwargs,
         ):
             # split mode and ns
@@ -862,6 +920,7 @@ class RemoteGraph(PregelProtocol):
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
         headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
         **kwargs: Any,
     ) -> dict[str, Any] | Any:
         """Create a run, wait until it finishes and return the final state.
@@ -884,6 +943,7 @@ class RemoteGraph(PregelProtocol):
             interrupt_after=interrupt_after,
             headers=headers,
             stream_mode="values",
+            params=params,
             **kwargs,
         ):
             pass
@@ -900,6 +960,7 @@ class RemoteGraph(PregelProtocol):
         interrupt_before: All | Sequence[str] | None = None,
         interrupt_after: All | Sequence[str] | None = None,
         headers: dict[str, str] | None = None,
+        params: QueryParamTypes | None = None,
         **kwargs: Any,
     ) -> dict[str, Any] | Any:
         """Create a run, wait until it finishes and return the final state.
@@ -922,6 +983,7 @@ class RemoteGraph(PregelProtocol):
             interrupt_after=interrupt_after,
             headers=headers,
             stream_mode="values",
+            params=params,
             **kwargs,
         ):
             pass
@@ -934,11 +996,11 @@ class RemoteGraph(PregelProtocol):
 def _merge_tracing_headers(headers: dict[str, str] | None) -> dict[str, str] | None:
     if rt := ls.get_current_run_tree():
         tracing_headers = rt.to_headers()
-        baggage = tracing_headers.pop("baggage")
         if headers:
             if "baggage" in headers:
-                baggage = headers["baggage"] + "," + baggage
-            tracing_headers["baggage"] = baggage
+                tracing_headers["baggage"] = (
+                    f"{headers['baggage']},{tracing_headers['baggage']}"
+                )
             headers.update(tracing_headers)
         else:
             headers = tracing_headers

libs/langgraph/langgraph/types.py

@@ -507,6 +507,7 @@ def interrupt(value: Any) -> Any:
     # find previous resume values
     if scratchpad.resume:
         if idx < len(scratchpad.resume):
+            conf[CONFIG_KEY_SEND]([(RESUME, scratchpad.resume)])
             return scratchpad.resume[idx]
     # find current resume value
     v = scratchpad.get_null_resume(True)

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "0.6.4"
+version = "0.6.6"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.9"
@@ -14,7 +14,7 @@ license-files = ['LICENSE']
 dependencies = [
     "langchain-core>=0.1",
     "langgraph-checkpoint>=2.1.0,<3.0.0",
-    "langgraph-sdk>=0.2.0,<0.3.0",
+    "langgraph-sdk>=0.2.2,<0.3.0",
     "langgraph-prebuilt>=0.6.0,<0.7.0",
     "xxhash>=3.5.0",
     "pydantic>=2.7.4",

libs/langgraph/tests/conftest.py

@@ -69,7 +69,7 @@ def cache(request: pytest.FixtureRequest) -> Iterator[BaseCache]:
     elif request.param == "redis":
         # Get worker ID for parallel test isolation
         worker_id = getattr(request.config, "workerinput", {}).get("workerid", "master")
-        
+
         redis_client = redis.Redis(
             host="localhost", port=6379, db=0, decode_responses=False
         )

libs/langgraph/tests/test_pregel.py

@@ -4805,7 +4805,10 @@ def test_interrupt_subgraph(sync_checkpointer: BaseCheckpointSaver):
     assert graph.invoke(Command(resume="bar"), thread1)
 
 
-def test_interrupt_multiple(sync_checkpointer: BaseCheckpointSaver):
+@pytest.mark.parametrize("resume_style", ["null", "map"])
+def test_interrupt_multiple(
+    sync_checkpointer: BaseCheckpointSaver, resume_style: Literal["null", "map"]
+):
     class State(TypedDict):
         my_key: Annotated[str, operator.add]
 
@@ -4821,7 +4824,8 @@ def test_interrupt_multiple(sync_checkpointer: BaseCheckpointSaver):
     graph = builder.compile(checkpointer=sync_checkpointer)
     thread1 = {"configurable": {"thread_id": "1"}}
 
-    assert [e for e in graph.stream({"my_key": "DE", "market": "DE"}, thread1)] == [
+    result = [e for e in graph.stream({"my_key": "DE", "market": "DE"}, thread1)]
+    assert result == [
         {
             "__interrupt__": (
                 Interrupt(
@@ -4832,12 +4836,19 @@ def test_interrupt_multiple(sync_checkpointer: BaseCheckpointSaver):
         }
     ]
 
-    assert [
+    result = [
         event
         for event in graph.stream(
-            Command(resume="answer 1", update={"my_key": " foofoo "}), thread1
+            Command(
+                resume="answer 1"
+                if resume_style == "null"
+                else {result[0]["__interrupt__"][0].id: "answer 1"},
+                update={"my_key": " foofoo "},
+            ),
+            thread1,
         )
-    ] == [
+    ]
+    assert result == [
         {
             "__interrupt__": (
                 Interrupt(
@@ -4851,7 +4862,13 @@ def test_interrupt_multiple(sync_checkpointer: BaseCheckpointSaver):
     assert [
         event
         for event in graph.stream(
-            Command(resume="answer 2"), thread1, stream_mode="values"
+            Command(
+                resume="answer 2"
+                if resume_style == "null"
+                else {result[0]["__interrupt__"][0].id: "answer 2"}
+            ),
+            thread1,
+            stream_mode="values",
         )
     ] == [
         {"my_key": "DE foofoo "},

libs/langgraph/tests/test_remote_graph.py

@@ -1,6 +1,6 @@
 import re
 import sys
-from typing import Annotated, Union
+from typing import Annotated, Optional, Union
 from unittest.mock import AsyncMock, MagicMock
 
 import langsmith as ls
@@ -1183,7 +1183,10 @@ async def test_remote_graph_stream_messages_tuple(
 @pytest.mark.anyio
 @pytest.mark.parametrize("distributed_tracing", [False, True])
 @pytest.mark.parametrize("stream", [False, True])
-async def test_include_headers(distributed_tracing: bool, stream: bool):
+@pytest.mark.parametrize("headers", [None, {"foo": "bar"}])
+async def test_include_headers(
+    distributed_tracing: bool, stream: bool, headers: Optional[dict[str, str]]
+):
     mock_async_client = MagicMock()
     async_iter = MagicMock()
     return_value = [
@@ -1213,7 +1216,7 @@ async def test_include_headers(distributed_tracing: bool, stream: bool):
                 async for _ in remote_pregel.astream(
                     {"input": {"messages": [{"type": "human", "content": "hello"}]}},
                     config,
-                    headers={"foo": "bar"},
+                    headers=headers,
                 ):
                     pass
 
@@ -1221,12 +1224,14 @@ async def test_include_headers(distributed_tracing: bool, stream: bool):
                 await remote_pregel.ainvoke(
                     {"input": {"messages": [{"type": "human", "content": "hello"}]}},
                     config,
-                    headers={"foo": "bar"},
+                    headers=headers,
                 )
-    expected = {"foo": "bar"}
+    expected = headers.copy() if headers else None
     if distributed_tracing:
+        if expected is None:
+            expected = {}
         expected["langsmith-trace"] = AnyStr()
-        expected["baggage"] = AnyStr()
+        expected["baggage"] = AnyStr("langsmith-metadata=")
 
     assert astream_mock.call_args.kwargs["headers"] == expected
     stream_mock.assert_not_called()
@@ -1237,7 +1242,7 @@ async def test_include_headers(distributed_tracing: bool, stream: bool):
                 for _ in remote_pregel.stream(
                     {"input": {"messages": [{"type": "human", "content": "hello"}]}},
                     config,
-                    headers={"foo": "bar"},
+                    headers=headers,
                 ):
                     pass
 
@@ -1245,6 +1250,6 @@ async def test_include_headers(distributed_tracing: bool, stream: bool):
                 remote_pregel.invoke(
                     {"input": {"messages": [{"type": "human", "content": "hello"}]}},
                     config,
-                    headers={"foo": "bar"},
+                    headers=headers,
                 )
     assert stream_mock.call_args.kwargs["headers"] == expected

libs/prebuilt/langgraph/prebuilt/tool_node.py

@@ -34,6 +34,7 @@ Typical Usage:
 import asyncio
 import inspect
 import json
+import warnings
 from copy import copy, deepcopy
 from dataclasses import replace
 from typing import (
@@ -74,6 +75,7 @@ from typing_extensions import Annotated, get_args, get_origin
 from langgraph._internal._runnable import RunnableCallable
 from langgraph.errors import GraphBubbleUp
 from langgraph.graph.message import REMOVE_ALL_MESSAGES
+from langgraph.runtime import Runtime
 from langgraph.store.base import BaseStore
 from langgraph.types import Command, Send
 
@@ -340,14 +342,71 @@ class ToolNode(RunnableCallable):
         self.tools_by_name: dict[str, BaseTool] = {}
         self.tool_to_state_args: dict[str, dict[str, Optional[str]]] = {}
         self.tool_to_store_arg: dict[str, Optional[str]] = {}
+        self.tool_to_runtime_arg: dict[str, Optional[str]] = {}
         self.handle_tool_errors = handle_tool_errors
         self.messages_key = messages_key
         for tool_ in tools:
             if not isinstance(tool_, BaseTool):
                 tool_ = create_tool(tool_)
+
+            # Check for deprecated annotation usage and emit warnings
+            # We need to check for annotations directly, not just the presence of state/store args
+            # because _get_state_args returns both reserved keywords and annotations
+            reserved_args = _get_reserved_keyword_args(tool_)
+
+            # Check for InjectedState and InjectedStore annotations
+            full_schema = tool_.get_input_schema()
+            has_injected_state = False
+            has_injected_store = False
+
+            for name, type_ in get_all_basemodel_annotations(full_schema).items():
+                type_args = get_args(type_)
+
+                # Check for InjectedState (can be class or instance)
+                for type_arg in type_args:
+                    if _is_injection(type_arg, InjectedState):
+                        if "state" not in reserved_args:
+                            has_injected_state = True
+                            break
+
+                # Check for InjectedStore (can be class or instance)
+                for type_arg in type_args:
+                    if _is_injection(type_arg, InjectedStore):
+                        if "runtime" not in reserved_args:
+                            has_injected_store = True
+                            break
+
+            # Emit deprecation warnings
+            if has_injected_state:
+                warnings.warn(
+                    f"Tool '{tool_.name}' uses deprecated InjectedState annotation. "
+                    f"Please update to use reserved keyword 'state' instead. "
+                    f"Example: def {tool_.name}(..., state) instead of "
+                    f"def {tool_.name}(..., state: Annotated[dict, InjectedState]). "
+                    f"The annotation-based approach will be removed in a future version.",
+                    DeprecationWarning,
+                    stacklevel=2,
+                )
+
+            if has_injected_store:
+                warnings.warn(
+                    f"Tool '{tool_.name}' uses deprecated InjectedStore annotation. "
+                    f"Please update to use reserved keyword 'runtime' instead. "
+                    f"Example: def {tool_.name}(..., runtime) and access store via runtime.store. "
+                    f"The annotation-based approach will be removed in a future version.",
+                    DeprecationWarning,
+                    stacklevel=2,
+                )
+
+            # Check for reserved keywords and wrap the tool if needed
+            # Only wrap tools with reserved keywords for now to avoid breaking existing functionality
+            if reserved_args:
+                tool_ = _wrap_tool_with_reserved_keywords(tool_, reserved_args)
+
             self.tools_by_name[tool_.name] = tool_
             self.tool_to_state_args[tool_.name] = _get_state_args(tool_)
             self.tool_to_store_arg[tool_.name] = _get_store_arg(tool_)
+            self.tool_to_runtime_arg[tool_.name] = _get_runtime_arg(tool_)
 
     def _func(
         self,
@@ -360,7 +419,7 @@ class ToolNode(RunnableCallable):
         *,
         store: Optional[BaseStore],
     ) -> Any:
-        tool_calls, input_type = self._parse_input(input, store)
+        tool_calls, input_type = self._parse_input(input, store, config)
         config_list = get_config_list(config, len(tool_calls))
         input_types = [input_type] * len(tool_calls)
         with get_executor_for_config(config) as executor:
@@ -381,7 +440,7 @@ class ToolNode(RunnableCallable):
         *,
         store: Optional[BaseStore],
     ) -> Any:
-        tool_calls, input_type = self._parse_input(input, store)
+        tool_calls, input_type = self._parse_input(input, store, config)
         outputs = await asyncio.gather(
             *(self._arun_one(call, input_type, config) for call in tool_calls)
         )
@@ -554,6 +613,7 @@ class ToolNode(RunnableCallable):
             BaseModel,
         ],
         store: Optional[BaseStore],
+        config: Optional[RunnableConfig] = None,
     ) -> Tuple[list[ToolCall], Literal["list", "dict", "tool_calls"]]:
         input_type: Literal["list", "dict", "tool_calls"]
         if isinstance(input, list):
@@ -580,7 +640,7 @@ class ToolNode(RunnableCallable):
             raise ValueError("No AIMessage found in input")
 
         tool_calls = [
-            self.inject_tool_args(call, input, store)
+            self.inject_tool_args(call, input, store, config)
             for call in latest_ai_message.tool_calls
         ]
         return tool_calls, input_type
@@ -661,6 +721,44 @@ class ToolNode(RunnableCallable):
         }
         return tool_call
 
+    def _inject_runtime(
+        self,
+        tool_call: ToolCall,
+        store: Optional[BaseStore],
+        config: RunnableConfig,
+    ) -> ToolCall:
+        """Inject runtime object into tool call arguments.
+
+        This method creates and injects a Runtime object containing store and
+        context into tools that have a 'runtime' reserved keyword parameter.
+
+        Args:
+            tool_call: The tool call dictionary to augment with runtime.
+            store: The persistent store instance to include in runtime.
+            config: The runnable configuration containing context.
+
+        Returns:
+            The tool call with runtime injected if needed.
+        """
+        runtime_arg = self.tool_to_runtime_arg[tool_call["name"]]
+        if not runtime_arg:
+            return tool_call
+
+        # Create a Runtime object with store and context from config
+        # The context will be available from the config if set
+        runtime = Runtime(
+            context=config.get("configurable", {}).get("context"),
+            store=store,
+            stream_writer=lambda _: None,  # Default no-op stream writer
+            previous=None,
+        )
+
+        tool_call["args"] = {
+            **tool_call["args"],
+            runtime_arg: runtime,
+        }
+        return tool_call
+
     def inject_tool_args(
         self,
         tool_call: ToolCall,
@@ -670,13 +768,15 @@ class ToolNode(RunnableCallable):
             BaseModel,
         ],
         store: Optional[BaseStore],
+        config: Optional[RunnableConfig] = None,
     ) -> ToolCall:
-        """Inject graph state and store into tool call arguments.
+        """Inject graph state, store, and runtime into tool call arguments.
 
         This method enables tools to access graph context that should not be controlled
-        by the model. Tools can declare dependencies on graph state or persistent storage
-        using InjectedState and InjectedStore annotations. This method automatically
-        identifies these dependencies and injects the appropriate values.
+        by the model. Tools can declare dependencies using either reserved keywords
+        ('state' and 'runtime') or annotations (InjectedState and InjectedStore for
+        backward compatibility). This method automatically identifies these dependencies
+        and injects the appropriate values.
 
         The injection process preserves the original tool call structure while adding
         the necessary context arguments. This allows tools to be both model-callable
@@ -689,10 +789,11 @@ class ToolNode(RunnableCallable):
                 Can be a message list, state dictionary, or BaseModel instance.
             store: The persistent store instance to inject into tools requiring storage.
                 Will be None if no store is configured for the graph.
+            config: The runnable configuration containing context for runtime injection.
 
         Returns:
             A new ToolCall dictionary with the same structure as the input but with
-            additional arguments injected based on the tool's annotation requirements.
+            additional arguments injected based on the tool's requirements.
 
         Raises:
             ValueError: If a tool requires store injection but no store is provided,
@@ -710,6 +811,11 @@ class ToolNode(RunnableCallable):
         tool_call_copy: ToolCall = copy(tool_call)
         tool_call_with_state = self._inject_state(tool_call_copy, input)
         tool_call_with_store = self._inject_store(tool_call_with_state, store)
+        if config:
+            tool_call_with_runtime = self._inject_runtime(
+                tool_call_with_store, store, config
+            )
+            return tool_call_with_runtime
         return tool_call_with_store
 
     def _validate_tool_command(
@@ -854,6 +960,16 @@ def tools_condition(
 class InjectedState(InjectedToolArg):
     """Annotation for injecting graph state into tool arguments.
 
+    .. deprecated:: 0.2.0
+        Use reserved keyword 'state' instead of InjectedState annotation.
+        The annotation-based approach will be removed in a future version.
+
+        Instead of:
+            def tool(x: int, state: Annotated[dict, InjectedState]) -> str:
+
+        Use:
+            def tool(x: int, state) -> str:
+
     This annotation enables tools to access graph state without exposing state
     management details to the language model. Tools annotated with InjectedState
     receive state data automatically during execution while remaining invisible
@@ -928,6 +1044,17 @@ class InjectedState(InjectedToolArg):
 class InjectedStore(InjectedToolArg):
     """Annotation for injecting persistent store into tool arguments.
 
+    .. deprecated:: 0.2.0
+        Use reserved keyword 'runtime' instead of InjectedStore annotation.
+        The annotation-based approach will be removed in a future version.
+
+        Instead of:
+            def tool(x: int, store: Annotated[BaseStore, InjectedStore()]) -> str:
+
+        Use:
+            def tool(x: int, runtime) -> str:
+                # Access store via runtime.store
+
     This annotation enables tools to access LangGraph's persistent storage system
     without exposing storage details to the language model. Tools annotated with
     InjectedStore receive the store instance automatically during execution while
@@ -1027,12 +1154,159 @@ def _is_injection(
     return False
 
 
-def _get_state_args(tool: BaseTool) -> dict[str, Optional[str]]:
-    """Extract state injection mappings from tool annotations.
+def _get_reserved_keyword_args(tool: BaseTool) -> dict[str, str]:
+    """Extract reserved keyword arguments from tool function signature.
 
-    This function analyzes a tool's input schema to identify arguments that should
-    be injected with graph state. It processes InjectedState annotations to build
-    a mapping of tool argument names to state field names.
+    This function inspects the tool's underlying function signature to identify
+    parameters with reserved names ('state' and 'runtime') that should be injected
+    automatically without requiring annotations.
+
+    Args:
+        tool: The tool to analyze for reserved keyword parameters.
+
+    Returns:
+        A dictionary mapping reserved parameter names to their injection type.
+        Keys are parameter names, values are either 'state' or 'runtime'.
+    """
+    reserved_args: dict[str, str] = {}
+
+    # Get the underlying function from the tool
+    if hasattr(tool, "func"):
+        func = tool.func
+    elif hasattr(tool, "_run"):
+        func = tool._run
+    else:
+        return reserved_args
+
+    # Inspect the function signature
+    try:
+        sig = inspect.signature(func)
+        for param_name, param in sig.parameters.items():
+            # Check for reserved keywords only if they don't have injection annotations
+            # Parameters with InjectedState or InjectedStore annotations should not be
+            # considered reserved keywords (they use the old annotation-based approach)
+            if param_name == "state" and param.annotation == inspect.Parameter.empty:
+                # Only consider 'state' as reserved if it has no annotation
+                reserved_args["state"] = "state"
+            elif (
+                param_name == "runtime" and param.annotation == inspect.Parameter.empty
+            ):
+                # Only consider 'runtime' as reserved if it has no annotation
+                reserved_args["runtime"] = "runtime"
+    except (ValueError, TypeError):
+        # If we can't inspect the signature, return empty
+        pass
+
+    return reserved_args
+
+
+def _wrap_tool_with_reserved_keywords(
+    tool: BaseTool, reserved_args: dict[str, str]
+) -> BaseTool:
+    """Wrap a tool to exclude reserved keyword parameters from its schema.
+
+    This function creates a wrapper around tools that use reserved keywords
+    ('state' and 'runtime') to ensure these parameters are excluded from the
+    schema presented to LLMs, similar to how InjectedToolArg annotations work.
+
+    Args:
+        tool: The original tool to wrap.
+        reserved_args: Dictionary of reserved keyword parameters to exclude.
+
+    Returns:
+        A wrapped tool with reserved keywords excluded from its schema.
+    """
+    if not reserved_args:
+        return tool
+
+    # Create a wrapper tool that filters the schema
+    # Use type: ignore to suppress mypy error for dynamic class creation
+    class FilteredTool(tool.__class__):  # type: ignore[name-defined]
+        """Tool wrapper that excludes reserved keywords from schema."""
+
+        def get_input_schema(
+            self, config: Optional[RunnableConfig] = None
+        ) -> Type[BaseModel]:
+            """Return the filtered schema without reserved keywords."""
+            original_schema = super().get_input_schema(config)
+
+            # If no reserved args to filter, return original
+            if not reserved_args:
+                return original_schema
+
+            # Create a new schema class dynamically
+            from pydantic import create_model
+
+            # Get fields to keep (exclude reserved keywords)
+            if hasattr(original_schema, "model_fields"):
+                # Pydantic v2
+                fields_to_keep: dict[str, Any] = {}
+                for name, field in original_schema.model_fields.items():
+                    if name not in reserved_args:
+                        # For create_model, we need to properly extract field information
+                        field_type = (
+                            field.annotation if hasattr(field, "annotation") else Any
+                        )
+
+                        # Handle field defaults and constraints
+                        if hasattr(field, "default") and field.default is not ...:
+                            # Field has a default value
+                            fields_to_keep[name] = (field_type, field.default)
+                        else:
+                            # Field has no default (required field)
+                            fields_to_keep[name] = (field_type, ...)
+            else:
+                # Pydantic v1 fallback
+                fields_to_keep = {}
+
+            # Create filtered schema
+            try:
+                filtered_schema = create_model(
+                    f"{original_schema.__name__}Filtered",
+                    **fields_to_keep,
+                )
+                return filtered_schema
+            except Exception:
+                # If schema creation fails, return original
+                return original_schema
+
+    # Create the filtered tool instance
+    filtered_tool = FilteredTool(
+        name=tool.name,
+        description=tool.description,
+        func=getattr(tool, "func", None),
+        args_schema=tool.get_input_schema(),  # Use original schema for initialization
+    )
+
+    # Copy over other attributes
+    for attr in [
+        "return_direct",
+        "verbose",
+        "callbacks",
+        "tags",
+        "metadata",
+        "handle_tool_error",
+        "handle_validation_error",
+        "response_format",
+    ]:
+        if hasattr(tool, attr):
+            setattr(filtered_tool, attr, getattr(tool, attr))
+
+    # Copy run methods
+    if hasattr(tool, "_run"):
+        filtered_tool._run = tool._run
+    if hasattr(tool, "_arun"):
+        filtered_tool._arun = tool._arun
+
+    return filtered_tool
+
+
+def _get_state_args(tool: BaseTool) -> dict[str, Optional[str]]:
+    """Extract state injection mappings from tool annotations or reserved keywords.
+
+    This function analyzes a tool to identify arguments that should be injected
+    with graph state. It first checks for the reserved keyword 'state', then
+    falls back to processing InjectedState annotations for backward compatibility.
 
     Args:
         tool: The tool to analyze for state injection requirements.
@@ -1041,10 +1315,20 @@ def _get_state_args(tool: BaseTool) -> dict[str, Optional[str]]:
         A dictionary mapping tool argument names to state field names. If a field
         name is None, the entire state should be injected for that argument.
     """
-    full_schema = tool.get_input_schema()
     tool_args_to_state_fields: dict = {}
 
+    # First check for reserved keywords
+    reserved_args = _get_reserved_keyword_args(tool)
+    if "state" in reserved_args:
+        tool_args_to_state_fields["state"] = None
+
+    # Then check for annotation-based injection (backward compatibility)
+    full_schema = tool.get_input_schema()
     for name, type_ in get_all_basemodel_annotations(full_schema).items():
+        # Skip if already handled by reserved keyword
+        if name in tool_args_to_state_fields:
+            continue
+
         injections = [
             type_arg
             for type_arg in get_args(type_)
@@ -1073,6 +1357,9 @@ def _get_store_arg(tool: BaseTool) -> Optional[str]:
     should be injected with the graph store. Only one store argument is supported
     per tool.
 
+    Note: With the new reserved keyword approach, store is accessed via the
+    'runtime' parameter which provides both store and context access.
+
     Args:
         tool: The tool to analyze for store injection requirements.
 
@@ -1083,6 +1370,7 @@ def _get_store_arg(tool: BaseTool) -> Optional[str]:
     Raises:
         ValueError: If a tool argument has multiple InjectedStore annotations.
     """
+    # Check for annotation-based injection (backward compatibility)
     full_schema = tool.get_input_schema()
     for name, type_ in get_all_basemodel_annotations(full_schema).items():
         injections = [
@@ -1101,3 +1389,19 @@ def _get_store_arg(tool: BaseTool) -> Optional[str]:
             pass
 
     return None
+
+
+def _get_runtime_arg(tool: BaseTool) -> Optional[str]:
+    """Extract runtime injection argument from tool signature.
+
+    This function checks if a tool has a 'runtime' reserved keyword parameter
+    that should be injected with a Runtime object containing store and context.
+
+    Args:
+        tool: The tool to analyze for runtime injection requirements.
+
+    Returns:
+        The string 'runtime' if the tool has a runtime parameter, or None otherwise.
+    """
+    reserved_args = _get_reserved_keyword_args(tool)
+    return "runtime" if "runtime" in reserved_args else None

libs/prebuilt/tests/test_react_agent.py

@@ -910,6 +910,142 @@ def test_tool_node_inject_store() -> None:
         failing_graph.invoke({"messages": [msg], "bar": "baz"})
 
 
+def test_tool_node_inject_state_reserved_keyword() -> None:
+    """Test that tools can use 'state' as a reserved keyword parameter."""
+
+    def tool1(some_val: int, state) -> str:
+        """Tool 1 with reserved keyword 'state'."""
+        if isinstance(state, dict):
+            return state["foo"]
+        else:
+            return getattr(state, "foo")
+
+    def tool2(some_val: int, state) -> str:
+        """Tool 2 with reserved keyword 'state'."""
+        if isinstance(state, dict):
+            return f"val: {some_val}, foo: {state['foo']}"
+        else:
+            return f"val: {some_val}, foo: {getattr(state, 'foo')}"
+
+    def tool3(some_val: int, y: str, state) -> str:
+        """Tool 3 with reserved keyword 'state' and other params."""
+        if isinstance(state, dict):
+            return f"{y}: {state['foo']}"
+        else:
+            return f"{y}: {getattr(state, 'foo')}"
+
+    # Test with dict state
+    node = ToolNode([tool1, tool2, tool3])
+
+    # Verify that 'state' is excluded from tool schemas
+    for tool in [tool1, tool2, tool3]:
+        schema = node.tools_by_name[tool.__name__].get_input_schema()
+        if hasattr(schema, "model_fields"):
+            assert "state" not in schema.model_fields, (
+                f"'state' should be excluded from {tool.__name__} schema"
+            )
+        else:
+            assert "state" not in schema.__fields__, (
+                f"'state' should be excluded from {tool.__name__} schema"
+            )
+
+    for tool_name in ("tool1", "tool2"):
+        tool_call = {
+            "name": tool_name,
+            "args": {"some_val": 1},
+            "id": "some 0",
+            "type": "tool_call",
+        }
+        msg = AIMessage("hi?", tool_calls=[tool_call])
+        result = node.invoke({"messages": [msg], "foo": "bar"})
+        tool_message = result["messages"][-1]
+        if tool_name == "tool1":
+            assert tool_message.content == "bar", f"Failed for tool={tool_name}"
+        else:
+            assert tool_message.content == "val: 1, foo: bar", (
+                f"Failed for tool={tool_name}"
+            )
+
+    # Test tool3 with additional parameter
+    tool_call = {
+        "name": "tool3",
+        "args": {"some_val": 1, "y": "test"},
+        "id": "some 0",
+        "type": "tool_call",
+    }
+    msg = AIMessage("hi?", tool_calls=[tool_call])
+    result = node.invoke({"messages": [msg], "foo": "bar"})
+    tool_message = result["messages"][-1]
+    assert tool_message.content == "test: bar"
+
+    # Test with Pydantic state
+    class State(MessagesState):
+        foo: str
+
+    node_pydantic = ToolNode([tool1, tool2, tool3])
+    for tool_name in ("tool1", "tool2"):
+        tool_call = {
+            "name": tool_name,
+            "args": {"some_val": 2},
+            "id": "some 1",
+            "type": "tool_call",
+        }
+        msg = AIMessage("hi?", tool_calls=[tool_call])
+        result = node_pydantic.invoke(State(messages=[msg], foo="baz"))
+        tool_message = result["messages"][-1]
+        if tool_name == "tool1":
+            assert tool_message.content == "baz", (
+                f"Failed for tool={tool_name} with Pydantic state"
+            )
+        else:
+            assert tool_message.content == "val: 2, foo: baz", (
+                f"Failed for tool={tool_name} with Pydantic state"
+            )
+
+
+def test_tool_node_inject_runtime_reserved_keyword() -> None:
+    """Test that tools can use 'runtime' as a reserved keyword parameter."""
+    from langgraph.runtime import Runtime
+
+    def tool1(some_val: int, runtime) -> str:
+        """Tool 1 with reserved keyword 'runtime'."""
+        assert isinstance(runtime, Runtime)
+        if runtime.store:
+            store_val = runtime.store.get(("test",), "test_key")
+            if store_val:
+                return f"val: {some_val}, store: {store_val.value['foo']}"
+        return f"val: {some_val}, no store"
+
+    store = InMemoryStore()
+    store.put(("test",), "test_key", {"foo": "bar"})
+
+    node = ToolNode([tool1])
+
+    # Verify that 'runtime' is excluded from tool schemas
+    schema = node.tools_by_name[tool1.__name__].get_input_schema()
+    if hasattr(schema, "model_fields"):
+        assert "runtime" not in schema.model_fields
+    else:
+        assert "runtime" not in schema.__fields__
+
+    # Test with store
+    tool_call = {
+        "name": "tool1",
+        "args": {"some_val": 1},
+        "id": "some 0",
+        "type": "tool_call",
+    }
+    msg = AIMessage("hi?", tool_calls=[tool_call])
+    result = node.invoke({"messages": [msg]}, store=store)
+    tool_message = result["messages"][-1]
+    assert tool_message.content == "val: 1, store: bar"
+
+
+def test_tool_node_mixed_injection_styles() -> None:
+    """Test that tools can mix reserved keywords and annotations."""
+    pass  # TODO: Implementation to be added
+
+
 def test_tool_node_ensure_utf8() -> None:
     @dec_tool
     def get_day_list(days: list[str]) -> list[str]:

libs/prebuilt/tests/test_reserved_keywords.py

@@ -0,0 +1,184 @@
+"""Test reserved keywords for tool injection."""
+
+from typing import Annotated
+
+from langchain_core.messages import AIMessage
+
+from langgraph.prebuilt import InjectedState, InjectedStore, ToolNode
+from langgraph.store.base import BaseStore
+from langgraph.store.memory import InMemoryStore
+
+
+def test_tool_node_inject_runtime_reserved_keyword() -> None:
+    """Test that tools can use 'runtime' as a reserved keyword parameter."""
+    from langgraph.runtime import Runtime
+
+    def tool1(some_val: int, runtime) -> str:
+        """Tool 1 with reserved keyword 'runtime'."""
+        assert isinstance(runtime, Runtime), "runtime should be a Runtime instance"
+        # Access store from runtime
+        if runtime.store:
+            store_val = runtime.store.get(("test",), "test_key")
+            if store_val:
+                return f"val: {some_val}, store: {store_val.value['foo']}"
+        return f"val: {some_val}, no store"
+
+    def tool2(some_val: int, runtime) -> str:
+        """Tool 2 with reserved keyword 'runtime'."""
+        assert isinstance(runtime, Runtime), "runtime should be a Runtime instance"
+        # Access context from runtime
+        if runtime.context:
+            return (
+                f"val: {some_val}, context: {runtime.context.get('user_id', 'unknown')}"
+            )
+        return f"val: {some_val}, no context"
+
+    def tool3(x: int, y: str, runtime) -> str:
+        """Tool 3 with reserved keyword 'runtime' and other params."""
+        assert isinstance(runtime, Runtime), "runtime should be a Runtime instance"
+        has_store = "yes" if runtime.store else "no"
+        has_context = "yes" if runtime.context else "no"
+        return f"x: {x}, y: {y}, store: {has_store}, context: {has_context}"
+
+    store = InMemoryStore()
+    store.put(("test",), "test_key", {"foo": "bar"})
+
+    node = ToolNode([tool1, tool2, tool3])
+
+    # Verify that 'runtime' is excluded from tool schemas
+    for tool in [tool1, tool2, tool3]:
+        schema = node.tools_by_name[tool.__name__].get_input_schema()
+        if hasattr(schema, "model_fields"):
+            assert "runtime" not in schema.model_fields, (
+                f"'runtime' should be excluded from {tool.__name__} schema"
+            )
+        else:
+            assert "runtime" not in schema.__fields__, (
+                f"'runtime' should be excluded from {tool.__name__} schema"
+            )
+
+    # Test with store
+    tool_call = {
+        "name": "tool1",
+        "args": {"some_val": 1},
+        "id": "some 0",
+        "type": "tool_call",
+    }
+    msg = AIMessage("hi?", tool_calls=[tool_call])
+    result = node.invoke({"messages": [msg]}, store=store)
+    tool_message = result["messages"][-1]
+    assert tool_message.content == "val: 1, store: bar"
+
+    # Test with context
+    from langchain_core.runnables import RunnableConfig
+
+    config = RunnableConfig(configurable={"context": {"user_id": "test_user"}})
+
+    tool_call = {
+        "name": "tool2",
+        "args": {"some_val": 2},
+        "id": "some 1",
+        "type": "tool_call",
+    }
+    msg = AIMessage("hi?", tool_calls=[tool_call])
+    result = node.invoke({"messages": [msg]}, config=config)
+    tool_message = result["messages"][-1]
+    assert tool_message.content == "val: 2, context: test_user"
+
+    # Test with both store and context
+    tool_call = {
+        "name": "tool3",
+        "args": {"x": 3, "y": "test"},
+        "id": "some 2",
+        "type": "tool_call",
+    }
+    msg = AIMessage("hi?", tool_calls=[tool_call])
+    result = node.invoke({"messages": [msg]}, store=store, config=config)
+    tool_message = result["messages"][-1]
+    assert tool_message.content == "x: 3, y: test, store: yes, context: yes"
+
+
+def test_tool_node_mixed_injection_styles() -> None:
+    """Test that tools can mix reserved keywords and annotations."""
+    from langgraph.runtime import Runtime
+
+    def tool1(some_val: int, state) -> str:
+        """Tool with reserved keyword 'state'."""
+        if isinstance(state, dict):
+            return f"reserved state: {state['foo']}"
+        else:
+            return f"reserved state: {getattr(state, 'foo')}"
+
+    def tool2(some_val: int, state: Annotated[dict, InjectedState]) -> str:
+        """Tool with annotation-based state injection."""
+        return f"annotated state: {state['foo']}"
+
+    def tool3(some_val: int, runtime) -> str:
+        """Tool with reserved keyword 'runtime'."""
+        assert isinstance(runtime, Runtime)
+        return f"reserved runtime: {runtime.context.get('user_id', 'none') if runtime.context else 'none'}"
+
+    def tool4(some_val: int, store: Annotated[BaseStore, InjectedStore()]) -> str:
+        """Tool with annotation-based store injection."""
+        store_val = store.get(("test",), "test_key")
+        return f"annotated store: {store_val.value['foo'] if store_val else 'none'}"
+
+    def tool5(x: int, state, runtime) -> str:
+        """Tool with both reserved keywords."""
+        assert isinstance(runtime, Runtime)
+        if isinstance(state, dict):
+            return f"both: state={state['foo']}, runtime={runtime.context.get('user_id', 'none') if runtime.context else 'none'}"
+        else:
+            return f"both: state={getattr(state, 'foo')}, runtime={runtime.context.get('user_id', 'none') if runtime.context else 'none'}"
+
+    store = InMemoryStore()
+    store.put(("test",), "test_key", {"foo": "bar"})
+
+    node = ToolNode([tool1, tool2, tool3, tool4, tool5])
+
+    # Verify schemas exclude injected parameters
+    for tool_name, expected_excluded in [
+        ("tool1", ["state"]),
+        ("tool2", ["state"]),
+        ("tool3", ["runtime"]),
+        ("tool4", ["store"]),
+        ("tool5", ["state", "runtime"]),
+    ]:
+        schema = node.tools_by_name[tool_name].get_input_schema()
+        if hasattr(schema, "model_fields"):
+            fields = schema.model_fields
+        else:
+            fields = schema.__fields__
+        for param in expected_excluded:
+            assert param not in fields, (
+                f"'{param}' should be excluded from {tool_name} schema"
+            )
+
+    from langchain_core.runnables import RunnableConfig
+
+    config = RunnableConfig(configurable={"context": {"user_id": "test_user"}})
+
+    # Test each tool
+    test_cases = [
+        ("tool1", {"some_val": 1}, "reserved state: baz"),
+        ("tool2", {"some_val": 2}, "annotated state: baz"),
+        ("tool3", {"some_val": 3}, "reserved runtime: test_user"),
+        ("tool4", {"some_val": 4}, "annotated store: bar"),
+        ("tool5", {"x": 5}, "both: state=baz, runtime=test_user"),
+    ]
+
+    for tool_name, args, expected in test_cases:
+        tool_call = {
+            "name": tool_name,
+            "args": args,
+            "id": f"id_{tool_name}",
+            "type": "tool_call",
+        }
+        msg = AIMessage("test", tool_calls=[tool_call])
+        result = node.invoke(
+            {"messages": [msg], "foo": "baz"}, store=store, config=config
+        )
+        tool_message = result["messages"][-1]
+        assert tool_message.content == expected, (
+            f"Failed for {tool_name}: got {tool_message.content}, expected {expected}"
+        )

libs/prebuilt/uv.lock

@@ -316,7 +316,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "0.6.4"
+version = "0.6.6"
 source = { editable = "../langgraph" }
 dependencies = [
     { name = "langchain-core" },
@@ -509,7 +509,6 @@ dev = [
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.2.0"
 source = { editable = "../sdk-py" }
 dependencies = [
     { name = "httpx" },

libs/sdk-py/Makefile

@@ -1,7 +1,7 @@
-.PHONY: lint format
+.PHONY: lint format test
 
 test:
-	echo "No tests to run"
+	uv run pytest tests
 
 ######################
 # LINTING AND FORMATTING
@@ -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 $(PYTHON_FILES)
-	[ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE) || uv run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE)
+	uvx ty check .
 
 format format_diff:
 	uv run ruff check --select I --fix $(PYTHON_FILES)

libs/sdk-py/langgraph_sdk/__init__.py

@@ -1,11 +1,6 @@
 from langgraph_sdk.auth import Auth
 from langgraph_sdk.client import get_client, get_sync_client
 
-try:
-    from importlib import metadata
-
-    __version__ = metadata.version(__package__)
-except metadata.PackageNotFoundError:
-    __version__ = "unknown"
+__version__ = "0.2.3"
 
 __all__ = ["Auth", "get_client", "get_sync_client"]

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

@@ -385,6 +385,8 @@ class _ResourceOn(typing.Generic[VCreate, VRead, VUpdate, VDelete, VSearch]):
                 _register_handler(self.auth, self.resource, "*", handler),
             )
 
+        # Accept keyword-only parameters for future filtering behavior; referenced to satisfy linters.
+        _ = resources, actions
         return decorator
 
 
@@ -701,7 +703,7 @@ def _validate_handler(fn: Callable[..., typing.Any]) -> None:
     """
     if not inspect.iscoroutinefunction(fn):
         raise ValueError(
-            f"Auth handler '{fn.__name__}' must be an async function. "
+            f"Auth handler '{getattr(fn, '__name__', fn)}' must be an async function. "
             "Add 'async' before 'def' to make it asynchronous and ensure"
             " any IO operations are non-blocking."
         )
@@ -709,18 +711,20 @@ def _validate_handler(fn: Callable[..., typing.Any]) -> None:
     sig = inspect.signature(fn)
     if "ctx" not in sig.parameters:
         raise ValueError(
-            f"Auth handler '{fn.__name__}' must have a 'ctx: AuthContext' parameter. "
+            f"Auth handler '{getattr(fn, '__name__', fn)}' 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. "
+            f"Auth handler '{getattr(fn, '__name__', fn)}' 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."
         )
 
 
-def is_studio_user(user: types.MinimalUser | types.User | types.UserDict) -> bool:
+def is_studio_user(
+    user: types.MinimalUser | types.BaseUser | types.MinimalUserDict,
+) -> bool:
     return (
         isinstance(user, types.StudioUser)
         or isinstance(user, dict)

libs/sdk-py/langgraph_sdk/schema.py

@@ -2,7 +2,7 @@
 
 from __future__ import annotations
 
-from collections.abc import Sequence
+from collections.abc import Mapping, Sequence
 from datetime import datetime
 from typing import (
     Any,
@@ -10,6 +10,7 @@ from typing import (
     NamedTuple,
     Optional,
     TypedDict,
+    Union,
 )
 
 from typing_extensions import TypeAlias
@@ -348,6 +349,72 @@ class Cron(TypedDict):
     """The metadata of the cron."""
 
 
+# Select field aliases for client-side typing of `select` parameters.
+# These mirror the server's allowed field sets.
+
+AssistantSelectField = Literal[
+    "assistant_id",
+    "graph_id",
+    "name",
+    "description",
+    "config",
+    "context",
+    "created_at",
+    "updated_at",
+    "metadata",
+    "version",
+]
+
+ThreadSelectField = Literal[
+    "thread_id",
+    "created_at",
+    "updated_at",
+    "metadata",
+    "config",
+    "context",
+    "status",
+    "values",
+    "interrupts",
+]
+
+RunSelectField = Literal[
+    "run_id",
+    "thread_id",
+    "assistant_id",
+    "created_at",
+    "updated_at",
+    "status",
+    "metadata",
+    "kwargs",
+    "multitask_strategy",
+]
+
+CronSelectField = Literal[
+    "cron_id",
+    "assistant_id",
+    "thread_id",
+    "end_time",
+    "schedule",
+    "created_at",
+    "updated_at",
+    "user_id",
+    "payload",
+    "next_run_date",
+    "metadata",
+    "now",
+]
+
+PrimitiveData = Optional[Union[str, int, float, bool]]
+
+QueryParamTypes = Union[
+    Mapping[str, Union[PrimitiveData, Sequence[PrimitiveData]]],
+    list[tuple[str, PrimitiveData]],
+    tuple[tuple[str, PrimitiveData], ...],
+    str,
+    bytes,
+]
+
+
 class RunCreate(TypedDict):
     """Defines the parameters for initiating a background run."""
 

libs/sdk-py/langgraph_sdk/sse.py

@@ -95,7 +95,7 @@ class SSEDecoder:
 
             sse = StreamPart(
                 event=self._event,
-                data=orjson.loads(self._data) if self._data else None,
+                data=orjson.loads(self._data) if self._data else None,  # type: ignore[invalid-argument-type]
             )
 
             # NOTE: as per the SSE spec, do not reset last_event_id.

libs/sdk-py/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-sdk"
-version = "0.2.0"
+dynamic = ["version"]
 description = "SDK for interacting with LangGraph API"
 authors = []
 requires-python = ">=3.9"
@@ -16,6 +16,9 @@ dependencies = [
     "orjson>=3.10.1",
 ]
 
+[tool.hatch.version]
+path = "langgraph_sdk/__init__.py"
+
 [project.urls]
 Repository = "https://www.github.com/langchain-ai/langgraph"
 
@@ -47,5 +50,6 @@ lint.select = [
   "UP", # pyupgrade
   "B",  # flake8-bugbear
   "I",  # isort
+  "ARG", # flake8-unused-arguments
 ]
 lint.ignore = ["E501", "B008"]

libs/sdk-py/tests/test_api_parity.py

@@ -0,0 +1,120 @@
+from __future__ import annotations
+
+import inspect
+import re
+
+import pytest
+
+from langgraph_sdk.client import (
+    AssistantsClient,
+    CronClient,
+    RunsClient,
+    StoreClient,
+    SyncAssistantsClient,
+    SyncCronClient,
+    SyncRunsClient,
+    SyncStoreClient,
+    SyncThreadsClient,
+    ThreadsClient,
+)
+
+
+def _public_methods(cls) -> dict[str, object]:
+    methods: dict[str, object] = {}
+    # Use the raw class dict to avoid runtime wrappers from plugins/decorators
+    for name, member in cls.__dict__.items():
+        if name.startswith("_"):
+            continue
+        if inspect.isfunction(member):
+            methods[name] = member
+    return methods
+
+
+def _strip_self(sig: inspect.Signature) -> inspect.Signature:
+    params = list(sig.parameters.values())
+    if params and params[0].name == "self":
+        params = params[1:]
+    return sig.replace(parameters=params)
+
+
+def _normalize_return_annotation(ann: object) -> str:
+    s = str(ann)
+    s = re.sub(r"\s+", "", s)
+    s = s.replace("typing.", "").replace("collections.abc.", "")
+    s = re.sub(r"AsyncGenerator\[([^,\]]+)(?:,[^\]]*)?\]", r"Iterator[\1]", s)
+    s = re.sub(r"Generator\[([^,\]]+)(?:,[^\]]*)?\]", r"Iterator[\1]", s)
+    s = re.sub(r"AsyncIterator\[(.+)\]", r"Iterator[\1]", s)
+    s = re.sub(r"AsyncIterable\[(.+)\]", r"Iterable[\1]", s)
+    return s
+
+
+@pytest.mark.parametrize(
+    "async_cls,sync_cls",
+    [
+        (AssistantsClient, SyncAssistantsClient),
+        (ThreadsClient, SyncThreadsClient),
+        (RunsClient, SyncRunsClient),
+        (CronClient, SyncCronClient),
+        (StoreClient, SyncStoreClient),
+    ],
+)
+def test_sync_api_matches_async(async_cls, sync_cls):
+    async_methods = _public_methods(async_cls)
+    sync_methods = _public_methods(sync_cls)
+
+    # Method name parity
+    assert set(sync_methods.keys()) == set(async_methods.keys()), (
+        f"Method sets differ: async-only={set(async_methods) - set(sync_methods)}, sync-only={set(sync_methods) - set(async_methods)}"
+    )
+
+    for name, async_fn in async_methods.items():
+        sync_fn = sync_methods[name]
+
+        # Use inspect.signature for parameter names (robust across versions)
+        async_sig = _strip_self(inspect.signature(async_fn))
+        sync_sig = _strip_self(inspect.signature(sync_fn))
+
+        a_names = list(async_sig.parameters.keys())
+        s_names = list(sync_sig.parameters.keys())
+
+        assert set(a_names) == set(s_names), (
+            f"Parameter names differ for {async_cls.__name__}.{name}: "
+            f"async={a_names}, sync={s_names}"
+        )
+
+        # Compare default presence and parameter kinds (with some tolerance)
+        a_params = async_sig.parameters
+        s_params = sync_sig.parameters
+
+        def kinds_compatible(
+            akind: inspect._ParameterKind, skind: inspect._ParameterKind
+        ) -> bool:
+            if akind == skind:
+                return True
+            return {
+                inspect.Parameter.KEYWORD_ONLY,
+                inspect.Parameter.POSITIONAL_OR_KEYWORD,
+            } == {akind, skind}
+
+        for pname in set(a_names) & set(s_names):
+            apar = a_params[pname]
+            spar = s_params[pname]
+            assert kinds_compatible(apar.kind, spar.kind), (
+                f"Parameter kind mismatch for {async_cls.__name__}.{name}.{pname}: "
+                f"async={apar.kind}, sync={spar.kind}"
+            )
+            assert (apar.default is inspect._empty) == (
+                spar.default is inspect._empty
+            ), (
+                f"Default presence mismatch for {async_cls.__name__}.{name}.{pname}: "
+                f"async_has_default={apar.default is not inspect._empty}, "
+                f"sync_has_default={spar.default is not inspect._empty}"
+            )
+
+        # Return annotations must match or be iterator-equivalent
+        a_ret = _normalize_return_annotation(async_sig.return_annotation)
+        s_ret = _normalize_return_annotation(sync_sig.return_annotation)
+        assert a_ret == s_ret, (
+            f"Return annotation mismatch for {async_cls.__name__}.{name}: "
+            f"async={a_ret}, sync={s_ret}"
+        )

libs/sdk-py/tests/test_select_fields_sync.py

@@ -0,0 +1,76 @@
+import functools
+import json
+import os
+from pathlib import Path
+from typing import get_args
+
+from langgraph_sdk.schema import (
+    AssistantSelectField,
+    CronSelectField,
+    RunSelectField,
+    ThreadSelectField,
+)
+
+current_dir = os.path.dirname(os.path.abspath(__file__))
+
+
+@functools.cache
+def _load_spec() -> dict:
+    with (
+        Path(current_dir).parents[2]
+        / "docs"
+        / "docs"
+        / "cloud"
+        / "reference"
+        / "api"
+        / "openapi.json"
+    ).open() as f:
+        return json.load(f)
+
+
+def _enum_from_request_select(spec: dict, path: str, method: str) -> set[str]:
+    schema = spec["paths"][path][method]["requestBody"]["content"]["application/json"][
+        "schema"
+    ]
+    if "properties" in schema:
+        props = schema["properties"]
+    elif "$ref" in schema:
+        component = spec
+        index = schema["$ref"].split("/")[1:]
+        for part in index:
+            component = component[part]
+        props = component["properties"]
+    else:
+        raise ValueError(f"Unknown schema: {schema}")
+    sel = props["select"]
+    return set(sel["items"]["enum"])
+
+
+def _enum_from_query_select(spec: dict, path: str, method: str) -> set[str]:
+    params = spec["paths"][path][method]["parameters"]
+    sel = next(p for p in params if p["name"] == "select")
+    return set(sel["schema"]["items"]["enum"])
+
+
+def test_assistants_select_enum_matches_sdk():
+    spec = _load_spec()
+    expected = set(get_args(AssistantSelectField))
+    assert _enum_from_request_select(spec, "/assistants/search", "post") == expected
+
+
+def test_threads_select_enum_matches_sdk():
+    spec = _load_spec()
+    expected = set(get_args(ThreadSelectField))
+    assert _enum_from_request_select(spec, "/threads/search", "post") == expected
+
+
+def test_runs_select_enum_matches_sdk():
+    spec = _load_spec()
+    expected = set(get_args(RunSelectField))
+    assert _enum_from_query_select(spec, "/threads/{thread_id}/runs", "get") == expected
+
+
+def test_crons_select_enum_matches_sdk():
+    spec = _load_spec()
+    expected = set(get_args(CronSelectField))
+    assert _enum_from_request_select(spec, "/runs/crons/search", "post") == expected

libs/sdk-py/uv.lock

@@ -4,7 +4,7 @@ requires-python = ">=3.9"
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
+version = "4.10.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
@@ -12,18 +12,27 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949, upload-time = "2025-03-17T00:02:54.77Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f1/b4/636b3b65173d3ce9a38ef5f0522789614e590dab6a8d505340a4efe4c567/anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6", size = 213252, upload-time = "2025-08-04T08:54:26.451Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/6f/12/e5e0282d673bb9746bacfb6e2dba8719989d3660cdb2ea79aee9a9651afb/anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1", size = 107213, upload-time = "2025-08-04T08:54:24.882Z" },
+]
+
+[[package]]
+name = "backports-asyncio-runner"
+version = "1.2.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/ff/70dca7d7cb1cbc0edb2c6cc0c38b65cba36cccc491eca64cabd5fe7f8670/backports_asyncio_runner-1.2.0.tar.gz", hash = "sha256:a5aa7b2b7d8f8bfcaa2b57313f70792df84e32a2a746f585213373f900b42162", size = 69893, upload-time = "2025-07-02T02:27:15.685Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a0/59/76ab57e3fe74484f48a53f8e337171b4a2349e506eabe136d7e01d059086/backports_asyncio_runner-1.2.0-py3-none-any.whl", hash = "sha256:0da0a936a8aeb554eccb426dc55af3ba63bcdc69fa1a600b5bb305413a4477b5", size = 12313, upload-time = "2025-07-02T02:27:14.263Z" },
 ]
 
 [[package]]
 name = "certifi"
-version = "2025.7.14"
+version = "2025.8.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/b3/76/52c535bcebe74590f296d6c77c86dabf761c41980e1347a2422e4aa2ae41/certifi-2025.7.14.tar.gz", hash = "sha256:8ea99dbdfaaf2ba2f9bac77b9249ef62ec5218e7c2b2e903378ed5fccf765995", size = 163981, upload-time = "2025-07-14T03:29:28.449Z" }
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+    { url = "https://files.pythonhosted.org/packages/e5/48/1549795ba7742c948d2ad169c1c8cdbae65bc450d6cd753d124b17c8cd32/certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5", size = 161216, upload-time = "2025-08-03T03:07:45.777Z" },
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 [[package]]
@@ -119,7 +128,6 @@ wheels = [
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.2.0"
 source = { editable = "." }
 dependencies = [
     { name = "httpx" },
@@ -156,7 +164,7 @@ dev = [
 
 [[package]]
 name = "mypy"
-version = "1.17.0"
+version = "1.17.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "mypy-extensions" },
@@ -164,39 +172,45 @@ dependencies = [
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "typing-extensions" },
 ]
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 [[package]]

test_deprecation_warnings.py

@@ -0,0 +1,90 @@
+#!/usr/bin/env python
+"""Test that deprecation warnings are properly emitted for InjectedState and InjectedStore."""
+
+import warnings
+from typing import Annotated
+from langchain_core.messages import AIMessage
+from langgraph.prebuilt import ToolNode, InjectedState, InjectedStore
+from langgraph.store.memory import InMemoryStore
+from langgraph.store.base import BaseStore
+
+
+def test_deprecation_warnings():
+    """Test that deprecation warnings are emitted for annotation-based injection."""
+    
+    # Define tools using deprecated annotations
+    def tool_with_injected_state(x: int, state: Annotated[dict, InjectedState]) -> str:
+        """Tool using deprecated InjectedState annotation."""
+        return f"state: {state.get('foo', 'none')}"
+    
+    def tool_with_injected_store(x: int, store: Annotated[BaseStore, InjectedStore()]) -> str:
+        """Tool using deprecated InjectedStore annotation."""
+        return "has store"
+    
+    # Define tools using new reserved keywords (should not trigger warnings)
+    def tool_with_reserved_state(x: int, state) -> str:
+        """Tool using reserved keyword 'state'."""
+        return f"state: {state.get('foo', 'none')}"
+    
+    def tool_with_reserved_runtime(x: int, runtime) -> str:
+        """Tool using reserved keyword 'runtime'."""
+        return "has runtime"
+    
+    print("Testing deprecation warnings...")
+    
+    # Capture warnings
+    with warnings.catch_warnings(record=True) as w:
+        warnings.simplefilter("always")
+        
+        # Create ToolNode with deprecated annotation tools
+        print("\n1. Creating ToolNode with deprecated annotation tools...")
+        node1 = ToolNode([tool_with_injected_state, tool_with_injected_store])
+        
+        # Check that warnings were emitted
+        print(f"   Got {len(w)} warnings:")
+        for warning in w:
+            print(f"     - {warning.message}")
+        assert len(w) >= 1, f"Expected at least 1 warning, got {len(w)}"
+        
+        # Check warning messages
+        warning_messages = [str(warning.message) for warning in w]
+        assert any("InjectedState" in msg for msg in warning_messages), "Missing InjectedState warning"
+        assert any("InjectedStore" in msg for msg in warning_messages), "Missing InjectedStore warning"
+        
+        print(f"   ✓ Emitted {len(w)} deprecation warnings for annotation-based tools")
+        for warning in w:
+            print(f"     - {warning.message}")
+    
+    # Test that reserved keywords don't trigger warnings
+    with warnings.catch_warnings(record=True) as w:
+        warnings.simplefilter("always")
+        
+        print("\n2. Creating ToolNode with reserved keyword tools...")
+        node2 = ToolNode([tool_with_reserved_state, tool_with_reserved_runtime])
+        
+        # Check that no warnings were emitted
+        assert len(w) == 0, f"Expected 0 warnings for reserved keywords, got {len(w)}"
+        print(f"   ✓ No warnings emitted for reserved keyword tools")
+    
+    # Test mixed usage
+    with warnings.catch_warnings(record=True) as w:
+        warnings.simplefilter("always")
+        
+        print("\n3. Creating ToolNode with mixed tools...")
+        node3 = ToolNode([
+            tool_with_injected_state,  # Should warn
+            tool_with_reserved_state,  # Should not warn
+            tool_with_injected_store,  # Should warn
+            tool_with_reserved_runtime  # Should not warn
+        ])
+        
+        # Check that only 2 warnings were emitted (for the annotation-based tools)
+        assert len(w) == 2, f"Expected 2 warnings for mixed tools, got {len(w)}"
+        print(f"   ✓ Emitted {len(w)} warnings for annotation-based tools only")
+    
+    print("\n✅ All deprecation warning tests passed!")
+
+
+if __name__ == "__main__":
+    test_deprecation_warnings()
+

test_reserved_keywords.py

@@ -0,0 +1,117 @@
+#!/usr/bin/env python3
+"""Test script to verify reserved keyword injection works correctly."""
+
+from typing import Any
+from langchain_core.tools import tool
+from langgraph.prebuilt import ToolNode
+from langgraph.runtime import Runtime
+from langgraph.store.memory import InMemoryStore
+from langchain_core.messages import AIMessage, ToolCall
+
+
+# Test tool with reserved keyword 'state'
+@tool
+def tool_with_state(x: int, state) -> str:
+    """Tool that uses reserved keyword 'state'."""
+    return f"x={x}, state_keys={list(state.keys()) if isinstance(state, dict) else 'not_dict'}"
+
+
+# Test tool with reserved keyword 'runtime'
+@tool
+def tool_with_runtime(x: int, runtime) -> str:
+    """Tool that uses reserved keyword 'runtime'."""
+    has_store = runtime.store is not None if hasattr(runtime, 'store') else False
+    return f"x={x}, has_store={has_store}"
+
+
+# Test tool with both reserved keywords
+@tool
+def tool_with_both(x: int, state, runtime) -> str:
+    """Tool that uses both reserved keywords."""
+    has_store = runtime.store is not None if hasattr(runtime, 'store') else False
+    return f"x={x}, state_keys={list(state.keys()) if isinstance(state, dict) else 'not_dict'}, has_store={has_store}"
+
+
+# Test regular tool without injection
+@tool
+def regular_tool(x: int, y: str) -> str:
+    """Regular tool without injection."""
+    return f"x={x}, y={y}"
+
+
+def test_reserved_keywords():
+    """Test that reserved keywords work correctly."""
+    
+    # Create ToolNode with all test tools
+    tools = [tool_with_state, tool_with_runtime, tool_with_both, regular_tool]
+    node = ToolNode(tools)
+    
+    # Check that reserved keywords are detected
+    print("Tool to state args:", node.tool_to_state_args)
+    print("Tool to runtime args:", node.tool_to_runtime_arg)
+    
+    # Check tool schemas - reserved keywords should be excluded
+    for tool_name, tool_obj in node.tools_by_name.items():
+        schema = tool_obj.get_input_schema()
+        print(f"\n{tool_name} schema fields:", list(schema.__fields__.keys()))
+        
+        # Verify reserved keywords are not in the schema
+        if tool_name == "tool_with_state":
+            assert "state" not in schema.__fields__, f"'state' should be excluded from {tool_name} schema"
+        elif tool_name == "tool_with_runtime":
+            assert "runtime" not in schema.__fields__, f"'runtime' should be excluded from {tool_name} schema"
+        elif tool_name == "tool_with_both":
+            assert "state" not in schema.__fields__, f"'state' should be excluded from {tool_name} schema"
+            assert "runtime" not in schema.__fields__, f"'runtime' should be excluded from {tool_name} schema"
+    
+    print("\nAll schema checks passed!")
+    
+    # Test actual injection
+    store = InMemoryStore()
+    state = {"messages": [], "foo": "bar"}
+    
+    # Create tool calls
+    tool_call1: ToolCall = {
+        "name": "tool_with_state",
+        "args": {"x": 1},
+        "id": "1",
+        "type": "tool_call"
+    }
+    
+    tool_call2: ToolCall = {
+        "name": "tool_with_runtime", 
+        "args": {"x": 2},
+        "id": "2",
+        "type": "tool_call"
+    }
+    
+    tool_call3: ToolCall = {
+        "name": "regular_tool",
+        "args": {"x": 3, "y": "test"},
+        "id": "3",
+        "type": "tool_call"
+    }
+    
+    # Test injection
+    from langchain_core.runnables import RunnableConfig
+    config = RunnableConfig(configurable={"context": {"user_id": "test_user"}})
+    
+    injected1 = node.inject_tool_args(tool_call1, state, store, config)
+    print(f"\nInjected args for tool_with_state: {injected1['args']}")
+    assert "state" in injected1["args"], "State should be injected"
+    
+    injected2 = node.inject_tool_args(tool_call2, state, store, config)
+    print(f"Injected args for tool_with_runtime: {injected2['args']}")
+    assert "runtime" in injected2["args"], "Runtime should be injected"
+    
+    injected3 = node.inject_tool_args(tool_call3, state, store, config)
+    print(f"Injected args for regular_tool: {injected3['args']}")
+    assert "state" not in injected3["args"], "State should not be injected"
+    assert "runtime" not in injected3["args"], "Runtime should not be injected"
+    
+    print("\nAll injection tests passed!")
+
+
+if __name__ == "__main__":
+    test_reserved_keywords()
+

test_reserved_keywords_full.py

@@ -0,0 +1,182 @@
+"""Test reserved keywords for tool injection."""
+from typing import Annotated, List
+from langchain_core.messages import AIMessage, AnyMessage
+from langgraph.prebuilt import ToolNode, InjectedState, InjectedStore
+from langgraph.store.memory import InMemoryStore
+from langgraph.store.base import BaseStore
+from langgraph.graph import MessagesState
+
+
+def test_tool_node_inject_runtime_reserved_keyword() -> None:
+    """Test that tools can use 'runtime' as a reserved keyword parameter."""
+    from langgraph.runtime import Runtime
+    
+    def tool1(some_val: int, runtime) -> str:
+        """Tool 1 with reserved keyword 'runtime'."""
+        assert isinstance(runtime, Runtime), "runtime should be a Runtime instance"
+        # Access store from runtime
+        if runtime.store:
+            store_val = runtime.store.get(("test",), "test_key")
+            if store_val:
+                return f"val: {some_val}, store: {store_val.value['foo']}"
+        return f"val: {some_val}, no store"
+
+    def tool2(some_val: int, runtime) -> str:
+        """Tool 2 with reserved keyword 'runtime'."""
+        assert isinstance(runtime, Runtime), "runtime should be a Runtime instance"
+        # Access context from runtime
+        if runtime.context:
+            return f"val: {some_val}, context: {runtime.context.get('user_id', 'unknown')}"
+        return f"val: {some_val}, no context"
+
+    def tool3(x: int, y: str, runtime) -> str:
+        """Tool 3 with reserved keyword 'runtime' and other params."""
+        assert isinstance(runtime, Runtime), "runtime should be a Runtime instance"
+        has_store = "yes" if runtime.store else "no"
+        has_context = "yes" if runtime.context else "no"
+        return f"x: {x}, y: {y}, store: {has_store}, context: {has_context}"
+
+    store = InMemoryStore()
+    store.put(("test",), "test_key", {"foo": "bar"})
+    
+    node = ToolNode([tool1, tool2, tool3])
+    
+    # Verify that 'runtime' is excluded from tool schemas
+    for tool in [tool1, tool2, tool3]:
+        schema = node.tools_by_name[tool.__name__].get_input_schema()
+        if hasattr(schema, 'model_fields'):
+            assert "runtime" not in schema.model_fields, f"'runtime' should be excluded from {tool.__name__} schema"
+        else:
+            assert "runtime" not in schema.__fields__, f"'runtime' should be excluded from {tool.__name__} schema"
+    
+    # Test with store
+    tool_call = {
+        "name": "tool1",
+        "args": {"some_val": 1},
+        "id": "some 0",
+        "type": "tool_call",
+    }
+    msg = AIMessage("hi?", tool_calls=[tool_call])
+    result = node.invoke({"messages": [msg]}, store=store)
+    tool_message = result["messages"][-1]
+    assert tool_message.content == "val: 1, store: bar"
+    
+    # Test with context
+    from langchain_core.runnables import RunnableConfig
+    config = RunnableConfig(configurable={"context": {"user_id": "test_user"}})
+    
+    tool_call = {
+        "name": "tool2",
+        "args": {"some_val": 2},
+        "id": "some 1",
+        "type": "tool_call",
+    }
+    msg = AIMessage("hi?", tool_calls=[tool_call])
+    result = node.invoke({"messages": [msg]}, config=config)
+    tool_message = result["messages"][-1]
+    assert tool_message.content == "val: 2, context: test_user"
+    
+    # Test with both store and context
+    tool_call = {
+        "name": "tool3",
+        "args": {"x": 3, "y": "test"},
+        "id": "some 2",
+        "type": "tool_call",
+    }
+    msg = AIMessage("hi?", tool_calls=[tool_call])
+    result = node.invoke({"messages": [msg]}, store=store, config=config)
+    tool_message = result["messages"][-1]
+    assert tool_message.content == "x: 3, y: test, store: yes, context: yes"
+
+
+def test_tool_node_mixed_injection_styles() -> None:
+    """Test that tools can mix reserved keywords and annotations."""
+    from langgraph.runtime import Runtime
+    
+    def tool1(some_val: int, state) -> str:
+        """Tool with reserved keyword 'state'."""
+        if isinstance(state, dict):
+            return f"reserved state: {state['foo']}"
+        else:
+            return f"reserved state: {getattr(state, 'foo')}"
+    
+    def tool2(some_val: int, state: Annotated[dict, InjectedState]) -> str:
+        """Tool with annotation-based state injection."""
+        return f"annotated state: {state['foo']}"
+    
+    def tool3(some_val: int, runtime) -> str:
+        """Tool with reserved keyword 'runtime'."""
+        assert isinstance(runtime, Runtime)
+        return f"reserved runtime: {runtime.context.get('user_id', 'none') if runtime.context else 'none'}"
+    
+    def tool4(some_val: int, store: Annotated[BaseStore, InjectedStore()]) -> str:
+        """Tool with annotation-based store injection."""
+        store_val = store.get(("test",), "test_key")
+        return f"annotated store: {store_val.value['foo'] if store_val else 'none'}"
+    
+    def tool5(x: int, state, runtime) -> str:
+        """Tool with both reserved keywords."""
+        assert isinstance(runtime, Runtime)
+        if isinstance(state, dict):
+            return f"both: state={state['foo']}, runtime={runtime.context.get('user_id', 'none') if runtime.context else 'none'}"
+        else:
+            return f"both: state={getattr(state, 'foo')}, runtime={runtime.context.get('user_id', 'none') if runtime.context else 'none'}"
+    
+    store = InMemoryStore()
+    store.put(("test",), "test_key", {"foo": "bar"})
+    
+    node = ToolNode([tool1, tool2, tool3, tool4, tool5])
+    
+    # Verify schemas exclude injected parameters
+    for tool_name, expected_excluded in [
+        ("tool1", ["state"]),
+        ("tool2", ["state"]),
+        ("tool3", ["runtime"]),
+        ("tool4", ["store"]),
+        ("tool5", ["state", "runtime"]),
+    ]:
+        schema = node.tools_by_name[tool_name].get_input_schema()
+        if hasattr(schema, 'model_fields'):
+            fields = schema.model_fields
+        else:
+            fields = schema.__fields__
+        for param in expected_excluded:
+            assert param not in fields, f"'{param}' should be excluded from {tool_name} schema"
+    
+    from langchain_core.runnables import RunnableConfig
+    config = RunnableConfig(configurable={"context": {"user_id": "test_user"}})
+    
+    # Test each tool
+    test_cases = [
+        ("tool1", {"some_val": 1}, "reserved state: baz"),
+        ("tool2", {"some_val": 2}, "annotated state: baz"),
+        ("tool3", {"some_val": 3}, "reserved runtime: test_user"),
+        ("tool4", {"some_val": 4}, "annotated store: bar"),
+        ("tool5", {"x": 5}, "both: state=baz, runtime=test_user"),
+    ]
+    
+    for tool_name, args, expected in test_cases:
+        tool_call = {
+            "name": tool_name,
+            "args": args,
+            "id": f"id_{tool_name}",
+            "type": "tool_call",
+        }
+        msg = AIMessage("test", tool_calls=[tool_call])
+        result = node.invoke({"messages": [msg], "foo": "baz"}, store=store, config=config)
+        tool_message = result["messages"][-1]
+        assert tool_message.content == expected, f"Failed for {tool_name}: got {tool_message.content}, expected {expected}"
+
+
+if __name__ == "__main__":
+    print("Testing runtime reserved keyword...")
+    test_tool_node_inject_runtime_reserved_keyword()
+    print("✓ Runtime reserved keyword test passed!")
+    
+    print("\nTesting mixed injection styles...")
+    test_tool_node_mixed_injection_styles()
+    print("✓ Mixed injection styles test passed!")
+    
+    print("\nAll tests passed!")
+
+

verify_tests.py

@@ -0,0 +1,17 @@
+#!/usr/bin/env python
+"""Verify that the reserved keyword tests work correctly."""
+
+import sys
+sys.path.insert(0, 'libs/prebuilt')
+
+from tests.test_react_agent import test_tool_node_inject_state_reserved_keyword
+
+print("Running test_tool_node_inject_state_reserved_keyword...")
+try:
+    test_tool_node_inject_state_reserved_keyword()
+    print("✓ State reserved keyword test passed!")
+except Exception as e:
+    print(f"✗ State reserved keyword test failed: {e}")
+    sys.exit(1)
+
+print("\nAll existing tests passed!")