chore(langgraph): fix deprecation warning and cut next alpha release (#6063)

* Bump version of langgraph to v1.0.0a1
* Bump version of prebuilt to v0.7.0a1
* Fix tests w/ new langchain-core alpha version
* Bump min supported python version

Deprecating prebuilts tools w/ helpful IDE hinting + deprecation
messages.

---------

Co-authored-by: ccurme <chester.curme@gmail.com>

.github/workflows/_test.yml

@@ -17,7 +17,6 @@ jobs:
     strategy:
       matrix:
         python-version:
-          - "3.9"
           - "3.10"
           - "3.11"
           - "3.12"

.github/workflows/_test_langgraph.yml

@@ -12,7 +12,6 @@ jobs:
     strategy:
       matrix:
         python-version:
-          - "3.9"
           - "3.10"
           - "3.11"
           - "3.12"

.github/workflows/_test_release.yml

@@ -16,7 +16,6 @@ permissions:
 
 jobs:
   build:
-    if: github.ref == 'refs/heads/main'
     runs-on: ubuntu-latest
 
     outputs:

.github/workflows/release.yml

@@ -16,7 +16,6 @@ env:
 
 jobs:
   build:
-    if: github.ref == 'refs/heads/main'
     runs-on: ubuntu-latest
 
     outputs:

.github/workflows/uv_lock_ugprade.yml

@@ -22,7 +22,7 @@ jobs:
         uses: astral-sh/setup-uv@v6
         with:
           # use minimum supported Python version
-          python-version: "3.9"
+          python-version: "3.10"
           enable-cache: true
           cache-suffix: "uv-lock-upgrade"
           

libs/langgraph/pyproject.toml

@@ -4,10 +4,10 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "0.6.6"
+version = "1.0.0a2"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 readme = "README.md"
 license = "MIT"
 license-files = ['LICENSE']
@@ -15,7 +15,7 @@ dependencies = [
     "langchain-core>=0.1",
     "langgraph-checkpoint>=2.1.0,<3.0.0",
     "langgraph-sdk>=0.2.2,<0.3.0",
-    "langgraph-prebuilt>=0.6.0,<0.7.0",
+    "langgraph-prebuilt==0.7.0a2",
     "xxhash>=3.5.0",
     "pydantic>=2.7.4",
 ]
@@ -37,6 +37,7 @@ dev = [
     "jupyter",
     "pytest-xdist[psutil]",
     "pytest-repeat",
+    "langchain-core==1.0.0a1",
     "langgraph-prebuilt",
     "langgraph-checkpoint",
     "langgraph-checkpoint-sqlite",

libs/langgraph/tests/fake_chat.py

@@ -74,17 +74,26 @@ class FakeChatModel(GenericFakeChatModel):
             assert isinstance(content, str)
             content_chunks = cast(list[str], re.split(r"(\s)", content))
 
-            for token in content_chunks:
-                chunk = ChatGenerationChunk(
-                    message=AIMessageChunk(content=token, id=message.id)
-                )
+            for i, token in enumerate(content_chunks):
+                if i == len(content_chunks) - 1:
+                    chunk = ChatGenerationChunk(
+                        message=AIMessageChunk(
+                            content=token, id=message.id, chunk_position="last"
+                        )
+                    )
+                else:
+                    chunk = ChatGenerationChunk(
+                        message=AIMessageChunk(content=token, id=message.id)
+                    )
                 if run_manager:
                     run_manager.on_llm_new_token(token, chunk=chunk)
                 yield chunk
         else:
             args = message.__dict__
             args.pop("type")
-            chunk = ChatGenerationChunk(message=AIMessageChunk(**args))
+            chunk = ChatGenerationChunk(
+                message=AIMessageChunk(**args, chunk_position="last")
+            )
             if run_manager:
                 run_manager.on_llm_new_token("", chunk=chunk)
             yield chunk
@@ -122,17 +131,27 @@ class FakeChatModel(GenericFakeChatModel):
             assert isinstance(content, str)
             content_chunks = cast(list[str], re.split(r"(\s)", content))
 
-            for token in content_chunks:
-                chunk = ChatGenerationChunk(
-                    message=AIMessageChunk(content=token, id=message.id)
-                )
+            for i, token in enumerate(content_chunks):
+                if i == len(content_chunks) - 1:
+                    chunk = ChatGenerationChunk(
+                        message=AIMessageChunk(
+                            content=token, id=message.id, chunk_position="last"
+                        )
+                    )
+                else:
+                    chunk = ChatGenerationChunk(
+                        message=AIMessageChunk(content=token, id=message.id)
+                    )
+
                 if run_manager:
                     run_manager.on_llm_new_token(token, chunk=chunk)
                 yield chunk
         else:
             args = message.__dict__
             args.pop("type")
-            chunk = ChatGenerationChunk(message=AIMessageChunk(**args))
+            chunk = ChatGenerationChunk(
+                message=AIMessageChunk(**args, chunk_position="last")
+            )
             if run_manager:
                 await run_manager.on_llm_new_token("", chunk=chunk)
             yield chunk

libs/langgraph/tests/test_large_cases.py

@@ -1387,6 +1387,7 @@ def test_prebuilt_tool_chat(snapshot: SnapshotAssertion) -> None:
                         "type": "tool_call_chunk",
                     }
                 ],
+                chunk_position="last",
             ),
             {
                 "langgraph_step": 1,
@@ -1446,6 +1447,7 @@ def test_prebuilt_tool_chat(snapshot: SnapshotAssertion) -> None:
                         "type": "tool_call_chunk",
                     },
                 ],
+                chunk_position="last",
             ),
             {
                 "langgraph_step": 3,
@@ -1494,6 +1496,7 @@ def test_prebuilt_tool_chat(snapshot: SnapshotAssertion) -> None:
         (
             _AnyIdAIMessageChunk(
                 content="answer",
+                chunk_position="last",
             ),
             {
                 "langgraph_step": 5,

libs/langgraph/tests/test_large_cases_async.py

@@ -1140,6 +1140,7 @@ async def test_prebuilt_tool_chat() -> None:
                         "type": "tool_call_chunk",
                     }
                 ],
+                chunk_position="last",
             ),
             {
                 "langgraph_step": 1,
@@ -1199,6 +1200,7 @@ async def test_prebuilt_tool_chat() -> None:
                         "type": "tool_call_chunk",
                     },
                 ],
+                chunk_position="last",
             ),
             {
                 "langgraph_step": 3,
@@ -1247,6 +1249,7 @@ async def test_prebuilt_tool_chat() -> None:
         (
             _AnyIdAIMessageChunk(
                 content="answer",
+                chunk_position="last",
             ),
             {
                 "langgraph_step": 5,

libs/langgraph/tests/test_messages_state.py

@@ -20,7 +20,10 @@ from langgraph.graph.message import REMOVE_ALL_MESSAGES, MessagesState, push_mes
 from langgraph.graph.state import StateGraph
 from tests.messages import _AnyIdHumanMessage
 
-_, CORE_MINOR, CORE_PATCH = (int(v) for v in langchain_core.__version__.split("."))
+_, CORE_MINOR, CORE_PATCH = (
+    int("".join(c for c in v if c.isdigit()))
+    for v in langchain_core.__version__.split(".")
+)
 
 
 def test_add_single_message():

libs/langgraph/tests/test_pregel.py

@@ -6597,7 +6597,7 @@ def test_tags_stream_mode_messages() -> None:
         )
     ) == [
         (
-            _AnyIdAIMessageChunk(content="foo"),
+            _AnyIdAIMessageChunk(content="foo", chunk_position="last"),
             {
                 "langgraph_step": 1,
                 "langgraph_node": "call_model",

libs/langgraph/tests/test_pregel_async.py

@@ -7547,7 +7547,7 @@ async def test_tags_stream_mode_messages() -> None:
         )
     ] == [
         (
-            _AnyIdAIMessageChunk(content="foo"),
+            _AnyIdAIMessageChunk(content="foo", chunk_position="last"),
             {
                 "langgraph_step": 1,
                 "langgraph_node": "call_model",

libs/langgraph/uv.lock

@@ -1,11 +1,10 @@
 version = 1
 revision = 2
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.14'",
     "python_full_version >= '3.11' and python_full_version < '3.14'",
-    "python_full_version == '3.10.*'",
-    "python_full_version < '3.10'",
+    "python_full_version < '3.11'",
 ]
 
 [[package]]
@@ -96,8 +95,7 @@ version = "25.1.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "python_full_version >= '3.11' and python_full_version < '3.14'",
-    "python_full_version == '3.10.*'",
-    "python_full_version < '3.10'",
+    "python_full_version < '3.11'",
 ]
 dependencies = [
     { name = "cffi", marker = "python_full_version < '3.14'" },
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libs/prebuilt/langgraph/prebuilt/chat_agent_executor.py

@@ -34,7 +34,7 @@ from langchain_core.runnables import (
 )
 from langchain_core.tools import BaseTool
 from pydantic import BaseModel
-from typing_extensions import Annotated, NotRequired, TypedDict
+from typing_extensions import Annotated, NotRequired, TypedDict, deprecated
 
 from langgraph._internal._runnable import RunnableCallable, RunnableLike
 from langgraph._internal._typing import MISSING
@@ -52,13 +52,12 @@ from langgraph.warnings import LangGraphDeprecatedSinceV10
 
 StructuredResponse = Union[dict, BaseModel]
 StructuredResponseSchema = Union[dict, type[BaseModel]]
-F = TypeVar("F", bound=Callable[..., Any])
 
 
-# We create the AgentState that we will pass around
-# This simply involves a list of messages
-# We want steps to return messages to append to the list
-# So we annotate the messages attribute with `add_messages` reducer
+@deprecated(
+    "AgentState has been moved to langchain.agents. Please update your import to 'from langchain.agents import AgentState'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class AgentState(TypedDict):
     """The state of the agent."""
 
@@ -67,6 +66,10 @@ class AgentState(TypedDict):
     remaining_steps: NotRequired[RemainingSteps]
 
 
+@deprecated(
+    "AgentStatePydantic has been moved to langchain.agents. Please update your import to 'from langchain.agents import AgentStatePydantic'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class AgentStatePydantic(BaseModel):
     """The state of the agent."""
 
@@ -75,12 +78,20 @@ class AgentStatePydantic(BaseModel):
     remaining_steps: RemainingSteps = 25
 
 
+@deprecated(
+    "AgentStateWithStructuredResponse has been moved to langchain.agents. Please update your import to 'from langchain.agents import AgentStateWithStructuredResponse'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class AgentStateWithStructuredResponse(AgentState):
     """The state of the agent with a structured response."""
 
     structured_response: StructuredResponse
 
 
+@deprecated(
+    "AgentStateWithStructuredResponsePydantic has been moved to langchain.agents. Please update your import to 'from langchain.agents import AgentStateWithStructuredResponsePydantic'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class AgentStateWithStructuredResponsePydantic(AgentStatePydantic):
     """The state of the agent with a structured response."""
 
@@ -245,6 +256,10 @@ def _validate_chat_history(
     raise ValueError(error_message)
 
 
+@deprecated(
+    "create_react_agent has been moved to langchain.agents. Please update your import to 'from langchain.agents import create_agent'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 def create_react_agent(
     model: Union[
         str,

libs/prebuilt/langgraph/prebuilt/interrupt.py

@@ -1,8 +1,14 @@
 from typing import Literal, Optional, Union
 
-from typing_extensions import TypedDict
+from typing_extensions import TypedDict, deprecated
+
+from langgraph.warnings import LangGraphDeprecatedSinceV10
 
 
+@deprecated(
+    "HumanInterruptConfig has been moved to langchain.agents.interrupt. Please update your import to 'from langchain.agents.interrupt import HumanInterruptConfig'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class HumanInterruptConfig(TypedDict):
     """Configuration that defines what actions are allowed for a human interrupt.
 
@@ -21,6 +27,10 @@ class HumanInterruptConfig(TypedDict):
     allow_accept: bool
 
 
+@deprecated(
+    "ActionRequest has been moved to langchain.agents.interrupt. Please update your import to 'from langchain.agents.interrupt import ActionRequest'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class ActionRequest(TypedDict):
     """Represents a request for human action within the graph execution.
 
@@ -35,6 +45,10 @@ class ActionRequest(TypedDict):
     args: dict
 
 
+@deprecated(
+    "HumanInterrupt has been moved to langchain.agents.interrupt. Please update your import to 'from langchain.agents.interrupt import HumanInterrupt'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class HumanInterrupt(TypedDict):
     """Represents an interrupt triggered by the graph that requires human intervention.
 

libs/prebuilt/langgraph/prebuilt/tool_node.py

@@ -69,13 +69,14 @@ from langchain_core.tools.base import (
     get_all_basemodel_annotations,
 )
 from pydantic import BaseModel
-from typing_extensions import Annotated, get_args, get_origin
+from typing_extensions import Annotated, deprecated, 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.store.base import BaseStore
 from langgraph.types import Command, Send
+from langgraph.warnings import LangGraphDeprecatedSinceV10
 
 INVALID_TOOL_NAME_ERROR_TEMPLATE = (
     "Error: {requested_tool} is not a valid tool, try one of [{available_tools}]."
@@ -236,6 +237,10 @@ def _infer_handled_types(handler: Callable[..., str]) -> tuple[type[Exception],
     return (Exception,)
 
 
+@deprecated(
+    "ToolNode has been moved to langchain.agents.tool_node. Please update your import to 'from langchain.agents.tool_node import ToolNode'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class ToolNode(RunnableCallable):
     """A node that runs the tools called in the last AIMessage.
 
@@ -851,6 +856,10 @@ def tools_condition(
     return "__end__"
 
 
+@deprecated(
+    "InjectedState has been moved to langchain.agents.tool_node. Please update your import to 'from langchain.agents.tool_node import InjectedState'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class InjectedState(InjectedToolArg):
     """Annotation for injecting graph state into tool arguments.
 
@@ -925,6 +934,10 @@ class InjectedState(InjectedToolArg):
         self.field = field
 
 
+@deprecated(
+    "InjectedStore has been moved to langchain.agents.tool_node. Please update your import to 'from langchain.agents.tool_node import InjectedStore'.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class InjectedStore(InjectedToolArg):
     """Annotation for injecting persistent store into tool arguments.
 

libs/prebuilt/langgraph/prebuilt/tool_validator.py

@@ -32,8 +32,10 @@ from langchain_core.utils.pydantic import is_basemodel_subclass
 from pydantic import BaseModel, ValidationError
 from pydantic.v1 import BaseModel as BaseModelV1
 from pydantic.v1 import ValidationError as ValidationErrorV1
+from typing_extensions import deprecated
 
 from langgraph._internal._runnable import RunnableCallable
+from langgraph.warnings import LangGraphDeprecatedSinceV10
 
 
 def _default_format_error(
@@ -45,6 +47,10 @@ def _default_format_error(
     return f"{repr(error)}\n\nRespond after fixing all validation errors."
 
 
+@deprecated(
+    "ValidationNode is deprecated. Please use create_react_agent from langchain.agents with custom tool error handling.",
+    category=LangGraphDeprecatedSinceV10,
+)
 class ValidationNode(RunnableCallable):
     """A node that validates all tools requests from the last AIMessage.
 

libs/prebuilt/pyproject.toml

@@ -4,10 +4,10 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph-prebuilt"
-version = "0.6.4"
+version = "0.7.0a2"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 authors = []
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 readme = "README.md"
 license = "MIT"
 license-files = ['LICENSE']
@@ -28,6 +28,7 @@ dev = [
     "pytest-mock",
     "pytest-watcher",
     "mypy",
+    "langchain-core",
     "langgraph",
     "langgraph-checkpoint",
     "langgraph-checkpoint-sqlite",

libs/prebuilt/uv.lock

@@ -1,6 +1,6 @@
 version = 1
 revision = 2
-requires-python = ">=3.9"
+requires-python = ">=3.10"
 
 [[package]]
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