diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml
index 4888f91de1..45a36c634a 100644
--- a/.github/workflows/checks.yml
+++ b/.github/workflows/checks.yml
@@ -17,7 +17,7 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: uv sync --locked
+      - run: uv sync --locked --all-extras
         working-directory: ./python
       - name: Run task
         run: |
@@ -33,7 +33,7 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: uv sync --locked
+      - run: uv sync --locked --all-extras
         working-directory: ./python
       - name: Run task
         run: |
@@ -59,7 +59,7 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: uv sync --locked
+      - run: uv sync --locked --all-extras
         working-directory: ./python
       - name: Run task
         run: |
@@ -85,14 +85,13 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: uv sync --locked
+      - run: uv sync --locked --all-extras
         working-directory: ./python
       - name: Run task
         run: |
           source ${{ github.workspace }}/python/.venv/bin/activate
           poe --directory ${{ matrix.package }} pyright
         working-directory: ./python
-
   test:
     runs-on: ubuntu-latest
     strategy:
@@ -110,7 +109,10 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: uv sync --locked
+      - name: Run uv sync
+        run: |
+          uv sync --locked --all-extras
+
         working-directory: ./python
       - name: Run task
         run: |
@@ -129,7 +131,7 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: uv sync --locked
+      - run: uv sync --locked --all-extras
         working-directory: ./python
       - name: Run task
         run: |
@@ -145,7 +147,7 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: uv sync --locked
+      - run: uv sync --locked --all-extras
         working-directory: ./python
       - name: Run task
         run: |
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 95c470a0fb..e2f97269d6 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -34,7 +34,7 @@ jobs:
         with:
           python-version: '3.11'
       - run: |
-          uv sync --locked
+          uv sync --locked --all-extras
           source .venv/bin/activate
           poe --directory ./packages/autogen-core docs-build
           mkdir -p docs-staging/autogen/dev/
diff --git a/python/packages/autogen-ext/pyproject.toml b/python/packages/autogen-ext/pyproject.toml
index dde15acd1c..78a8db209c 100644
--- a/python/packages/autogen-ext/pyproject.toml
+++ b/python/packages/autogen-ext/pyproject.toml
@@ -13,10 +13,14 @@ classifiers = [
     "License :: OSI Approved :: MIT License",
     "Operating System :: OS Independent",
 ]
-dependencies = ["autogen-core",
-
+dependencies = [
+    "autogen-core",
 ]
 
+
+[project.optional-dependencies]
+langchain = ["langchain >= 0.3.1"]
+
 [tool.hatch.build.targets.wheel]
 packages = ["src/autogen_ext"]
 
diff --git a/python/packages/autogen-ext/src/autogen_ext/tools/langchain/__init__.py b/python/packages/autogen-ext/src/autogen_ext/tools/langchain/__init__.py
index e69de29bb2..039c41f3a6 100644
--- a/python/packages/autogen-ext/src/autogen_ext/tools/langchain/__init__.py
+++ b/python/packages/autogen-ext/src/autogen_ext/tools/langchain/__init__.py
@@ -0,0 +1,3 @@
+from ._langchain_adapter import LangChainToolAdapter
+
+__all__ = ["LangChainToolAdapter"]
diff --git a/python/packages/autogen-ext/src/autogen_ext/tools/langchain/_langchain_adapter.py b/python/packages/autogen-ext/src/autogen_ext/tools/langchain/_langchain_adapter.py
new file mode 100644
index 0000000000..7ce90caf0c
--- /dev/null
+++ b/python/packages/autogen-ext/src/autogen_ext/tools/langchain/_langchain_adapter.py
@@ -0,0 +1,75 @@
+import asyncio
+import inspect
+from typing import Any, Callable, Dict, Tuple, Type, cast
+
+from autogen_core.base import CancellationToken
+from autogen_core.components.tools import BaseTool
+from pydantic import BaseModel, Field, create_model
+from pydantic.fields import FieldInfo
+
+from langchain.tools import Tool as LangChainTool
+
+FieldDefinition = Tuple[Type[Any], FieldInfo]
+FieldsDict = Dict[str, FieldDefinition]
+
+
+class LangChainToolAdapter(BaseTool[BaseModel, Any]):
+    langchain_tool: LangChainTool
+    _callable: Callable[..., Any]
+
+    def __init__(self, langchain_tool: LangChainTool):
+        self.langchain_tool = langchain_tool
+
+        # Extract name and description
+        name = langchain_tool.name
+        description = langchain_tool.description or ""
+
+        # Determine the callable method
+        if hasattr(langchain_tool, "func") and callable(langchain_tool.func):
+            assert langchain_tool.func is not None
+            self._callable = langchain_tool.func
+        elif hasattr(langchain_tool, "_run") and callable(langchain_tool._run):  # pyright: ignore
+            self._callable = langchain_tool._run  # type: ignore
+        else:
+            raise AttributeError(
+                f"The provided LangChain tool '{name}' does not have a callable 'func' or '_run' method."
+            )
+
+        # Determine args_type
+        if langchain_tool.args_schema:  # pyright: ignore
+            args_type = langchain_tool.args_schema  # pyright: ignore
+        else:
+            # Infer args_type from the callable's signature
+            sig = inspect.signature(cast(Callable[..., Any], self._callable))
+            fields = {
+                k: (v.annotation, Field(...))
+                for k, v in sig.parameters.items()
+                if k != "self" and v.kind not in (inspect.Parameter.VAR_POSITIONAL, inspect.Parameter.VAR_KEYWORD)
+            }
+            args_type = create_model(f"{name}Args", **fields)  # type: ignore
+            # Note: type ignore is used due to a LangChain typing limitation
+
+        # Ensure args_type is a subclass of BaseModel
+        if not issubclass(args_type, BaseModel):
+            raise ValueError(f"Failed to create a valid Pydantic v2 model for {name}")
+
+        # Assume return_type as Any if not specified
+        return_type: Type[Any] = object
+
+        super().__init__(args_type, return_type, name, description)
+
+    async def run(self, args: BaseModel, cancellation_token: CancellationToken) -> Any:
+        # Prepare arguments
+        kwargs = args.model_dump()
+
+        # Determine if the callable is asynchronous
+        if inspect.iscoroutinefunction(self._callable):
+            result = await self._callable(**kwargs)
+        else:
+            # Run in a thread to avoid blocking the event loop
+            result = await asyncio.to_thread(self._call_sync, kwargs)
+
+        return result
+
+    def _call_sync(self, kwargs: Dict[str, Any]) -> Any:
+        return self._callable(**kwargs)
diff --git a/python/packages/autogen-ext/tests/test_tools.py b/python/packages/autogen-ext/tests/test_tools.py
new file mode 100644
index 0000000000..2cf1670402
--- /dev/null
+++ b/python/packages/autogen-ext/tests/test_tools.py
@@ -0,0 +1,97 @@
+from typing import Optional, Type
+
+import pytest
+from autogen_core.base import CancellationToken
+from autogen_ext.tools.langchain import LangChainToolAdapter  # type: ignore
+from langchain.tools import BaseTool as LangChainTool  # type: ignore
+from langchain.tools import tool  # pyright: ignore
+from langchain_core.callbacks.manager import AsyncCallbackManagerForToolRun, CallbackManagerForToolRun
+from pydantic import BaseModel, Field
+
+
+@tool  # type: ignore
+def add(a: int, b: int) -> int:
+    """Add two numbers"""
+    return a + b
+
+
+class CalculatorInput(BaseModel):
+    a: int = Field(description="first number")
+    b: int = Field(description="second number")
+
+
+class CustomCalculatorTool(LangChainTool):
+    name: str = "Calculator"
+    description: str = "useful for when you need to answer questions about math"
+    args_schema: Type[BaseModel] = CalculatorInput
+    return_direct: bool = True
+
+    def _run(self, a: int, b: int, run_manager: Optional[CallbackManagerForToolRun] = None) -> int:
+        """Use the tool."""
+        return a * b
+
+    async def _arun(
+        self,
+        a: int,
+        b: int,
+        run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
+    ) -> int:
+        """Use the tool asynchronously."""
+        return self._run(a, b, run_manager=run_manager.get_sync() if run_manager else None)
+
+
+@pytest.mark.asyncio
+async def test_langchain_tool_adapter() -> None:
+    # Create a LangChain tool
+    langchain_tool = add  # type: ignore
+
+    # Create an adapter
+    adapter = LangChainToolAdapter(langchain_tool)  # pyright: ignore
+
+    # Test schema generation
+    schema = adapter.schema
+
+    assert schema["name"] == "add"
+    assert "description" in schema
+    assert schema["description"] == "Add two numbers"
+    assert "parameters" in schema
+    assert schema["parameters"]["type"] == "object"
+    assert "properties" in schema["parameters"]
+    assert "a" in schema["parameters"]["properties"]
+    assert "b" in schema["parameters"]["properties"]
+    assert schema["parameters"]["properties"]["a"]["type"] == "integer"
+    assert schema["parameters"]["properties"]["b"]["type"] == "integer"
+    assert "required" in schema["parameters"]
+    assert set(schema["parameters"]["required"]) == {"a", "b"}
+    assert len(schema["parameters"]["properties"]) == 2
+
+    # Test run method
+    result = await adapter.run_json({"a": 2, "b": 3}, CancellationToken())
+    assert result == 5
+
+    # Test that the adapter's run method can be called multiple times
+    result = await adapter.run_json({"a": 5, "b": 7}, CancellationToken())
+    assert result == 12
+
+    # Test CustomCalculatorTool
+    custom_langchain_tool = CustomCalculatorTool()
+    custom_adapter = LangChainToolAdapter(custom_langchain_tool)  # pyright: ignore
+
+    # Test schema generation for CustomCalculatorTool
+    custom_schema = custom_adapter.schema
+
+    assert custom_schema["name"] == "Calculator"
+    assert custom_schema["description"] == "useful for when you need to answer questions about math"  # type: ignore
+    assert "parameters" in custom_schema
+    assert custom_schema["parameters"]["type"] == "object"
+    assert "properties" in custom_schema["parameters"]
+    assert "a" in custom_schema["parameters"]["properties"]
+    assert "b" in custom_schema["parameters"]["properties"]
+    assert custom_schema["parameters"]["properties"]["a"]["type"] == "integer"
+    assert custom_schema["parameters"]["properties"]["b"]["type"] == "integer"
+    assert "required" in custom_schema["parameters"]
+    assert set(custom_schema["parameters"]["required"]) == {"a", "b"}
+
+    # Test run method for CustomCalculatorTool
+    custom_result = await custom_adapter.run_json({"a": 3, "b": 4}, CancellationToken())
+    assert custom_result == 12
diff --git a/python/uv.lock b/python/uv.lock
index 6aa8afdcd4..322382644d 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -467,8 +467,16 @@ dependencies = [
     { name = "autogen-core" },
 ]
 
+[package.optional-dependencies]
+langchain = [
+    { name = "langchain" },
+]
+
 [package.metadata]
-requires-dist = [{ name = "autogen-core", editable = "packages/autogen-core" }]
+requires-dist = [
+    { name = "autogen-core", editable = "packages/autogen-core" },
+    { name = "langchain", marker = "extra == 'langchain'", specifier = ">=0.3.1" },
+]
 
 [[package]]
 name = "autogenstudio"
@@ -1874,9 +1882,31 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/c9/fb/108ecd1fe961941959ad0ee4e12ee7b8b1477247f30b1fdfd83ceaf017f0/jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409", size = 28965 },
 ]
 
+[[package]]
+name = "langchain"
+version = "0.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "async-timeout", marker = "python_full_version < '3.11'" },
+    { name = "langchain-core" },
+    { name = "langchain-text-splitters" },
+    { name = "langsmith" },
+    { name = "numpy" },
+    { name = "pydantic" },
+    { name = "pyyaml" },
+    { name = "requests" },
+    { name = "sqlalchemy" },
+    { name = "tenacity" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a5/9e/4cb6a6ba04151a440e8ee527934df53b577181a7db6fce517faab110a1e0/langchain-0.3.1.tar.gz", hash = "sha256:54d6e3abda2ec056875a231a418a4130ba7576e629e899067e499bfc847b7586", size = 416751 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/51/3f/462c134228fbb4f65be0a9db6a651e2f1d7226d003a712f1bac455a141b7/langchain-0.3.1-py3-none-any.whl", hash = "sha256:94e5ee7464d4366e4b158aa5704953c39701ea237b9ed4b200096d49e83bb3ae", size = 1005223 },
+]
+
 [[package]]
 name = "langchain-core"
-version = "0.2.36"
+version = "0.3.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jsonpatch" },
@@ -1887,53 +1917,66 @@ dependencies = [
     { name = "tenacity" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/50/74/5e09e513ec944b9c76b80ad9cf555061e8aac814611ddda4a868964764a7/langchain_core-0.2.36.tar.gz", hash = "sha256:56f2367070e8afc43922bba1d046035a144b4e732a5474676403bd0eb33d85f2", size = 315928 }
+sdist = { url = "https://files.pythonhosted.org/packages/08/0e/fa5137d090dff446fa9b1d617a76d91daa3aa2efa099aacd2fdc94494711/langchain_core-0.3.6.tar.gz", hash = "sha256:eb190494a5483f1965f693bb2085edb523370b20fc52dc294d3bd425773cd076", size = 320190 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c5/cb/a8ab1eb7057a1947adf9ba7ac721637981394d228fc767478b48d64f7799/langchain_core-0.2.36-py3-none-any.whl", hash = "sha256:eabce6e7538cb9dc60db4bc1eb584bbb91a5e7e02a96d5b65b4a6ab151081b6d", size = 395914 },
+    { url = "https://files.pythonhosted.org/packages/3e/0b/f189d87ccc7a5f388649bbf7e513ad774b14d66a4bb96278cb211347a17c/langchain_core-0.3.6-py3-none-any.whl", hash = "sha256:7bb3df0117bdc628b18b6c8748de72c6f537d745d47566053ce6650d5712281c", size = 399888 },
 ]
 
 [[package]]
 name = "langchain-openai"
-version = "0.1.23"
+version = "0.2.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "langchain-core" },
     { name = "openai" },
     { name = "tiktoken" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/91/cb/216fd869f96b58716062e939cc6ad11f150f96198fbc750bec1c53c0f858/langchain_openai-0.1.23.tar.gz", hash = "sha256:ed7f16671ea0af177ac5f82d5645a746c5097c56f97b31798e5c07b5c84f0eed", size = 45353 }
+sdist = { url = "https://files.pythonhosted.org/packages/52/c4/212c859112aaa7f11d6f1c5b643ac65f8d5f6e218600546180421dfa6557/langchain_openai-0.2.0.tar.gz", hash = "sha256:441ec8fd254992e5fa81d375e60849993a81db5e9e42a79344ebff7a40a0b45f", size = 45142 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0e/f1/12cd80e136b6bf5f498bee178084e71d48f664e5639e9cc7f900244d9f1c/langchain_openai-0.1.23-py3-none-any.whl", hash = "sha256:8e3d215803e157f26480c6108eb4333629832b1a0e746723060c24f93b8b78f4", size = 51969 },
+    { url = "https://files.pythonhosted.org/packages/8c/de/865dedcb252db4725e6e458fb28845038217fdade1df40a9e41b0579c534/langchain_openai-0.2.0-py3-none-any.whl", hash = "sha256:9a1a69ba0706f23ec2941096ead0bc39202cac0e9782a5d6c8d92cb2280c2759", size = 51465 },
+]
+
+[[package]]
+name = "langchain-text-splitters"
+version = "0.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "langchain-core" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/57/35/08ac1ca01c58da825f070bd1fdc9192a9ff52c0a048f74c93b05df70c127/langchain_text_splitters-0.3.0.tar.gz", hash = "sha256:f9fe0b4d244db1d6de211e7343d4abc4aa90295aa22e1f0c89e51f33c55cd7ce", size = 20234 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/da/6a/d1303b722a3fa7a0a8c2f8f5307e42f0bdbded46d99cca436f3db0df5294/langchain_text_splitters-0.3.0-py3-none-any.whl", hash = "sha256:e84243e45eaff16e5b776cd9c81b6d07c55c010ebcb1965deb3d1792b7358e83", size = 25543 },
 ]
 
 [[package]]
 name = "langgraph"
-version = "0.2.14"
+version = "0.2.28"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "langchain-core" },
     { name = "langgraph-checkpoint" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2a/c2/581b7ca5fa21532fd369f49a1d6454aab31a9a1883b8de76a2698bfd61a8/langgraph-0.2.14.tar.gz", hash = "sha256:a430151d7a67011923d8b0d175fa8a59eca4584e2e8d72dd85616ebdd39ddd77", size = 71699 }
+sdist = { url = "https://files.pythonhosted.org/packages/f6/83/886c702d510d5246d3e43c563084def3f036dc1a1b686a1148e7119a6370/langgraph-0.2.28.tar.gz", hash = "sha256:c968a1ed85025e0651d9390a7ba978447ab80d676f81dd0a049a7456754b3bce", size = 89076 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/64/1b/ff6ba8bb002bd400f39f7a8ed4401bd2617644208d3e9e6a9b9147db7438/langgraph-0.2.28-py3-none-any.whl", hash = "sha256:23390763c025139f71dc1f1576b31b6755fecff8dcc51a84505e24e63ec1218b", size = 107720 },
 ]
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "1.0.6"
+version = "1.0.11"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "langchain-core" },
+    { name = "msgpack" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/78/1f/0c78e49d5a4e269a50094ee7afde596eb5436994206bc084b732c6c08412/langgraph_checkpoint-1.0.6.tar.gz", hash = "sha256:6ce541cbfb5d73cbceebac27e1214a3b07270a7f571de659d6e2215e3070c23e", size = 14270 }
+sdist = { url = "https://files.pythonhosted.org/packages/8f/8c/8a5126c88706fe0954a5d179cd78873d66666f3aff98edb3319877752abc/langgraph_checkpoint-1.0.11.tar.gz", hash = "sha256:156af1666272a0be3cda4a2c4ffe6b2e2f5af8ead7d450d345cbb39828ce4b05", size = 15870 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/47/7a/cc607f84376ef73d97c737bac431aed0533ba076d026ea6c7fb187513a89/langgraph_checkpoint-1.0.11-py3-none-any.whl", hash = "sha256:9644bd61e3ab5b03fc0422aa5e625061ad14aa2012d046bf4bb306451da95371", size = 17116 },
 ]
 
 [[package]]
 name = "langsmith"
-version = "0.1.107"
+version = "0.1.128"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -1941,9 +1984,9 @@ dependencies = [
     { name = "pydantic" },
     { name = "requests" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a5/7a/4275bfaf4e02503c98171e36238f417f2c07ae6fb3f91eb492c681c50348/langsmith-0.1.107.tar.gz", hash = "sha256:f44de0a5f199381d0b518ecbe295d541c44ff33d13f18098ecc54a4547eccb3f", size = 140111 }
+sdist = { url = "https://files.pythonhosted.org/packages/37/34/1ebd4f2b2bf24bd1118734fba99fb265eb44e2ed80499d00d7e532cd980b/langsmith-0.1.128.tar.gz", hash = "sha256:3299e17a659f3c47725c97c47f4445fc34113ac668becce425919866fbcb6ec2", size = 283480 }
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