diff --git a/python/packages/autogen-core/docs/src/packages/index.md b/python/packages/autogen-core/docs/src/packages/index.md index 63b30a733..f04f20a29 100644 --- a/python/packages/autogen-core/docs/src/packages/index.md +++ b/python/packages/autogen-core/docs/src/packages/index.md @@ -33,7 +33,7 @@ pip install autogen-agentchat==0.4.0dev1 ``` -[{fas}`file-code;pst-color-primary` API Reference](/reference/python/autogen_agentchat/autogen_agentchat.rst) | [{fab}`github;pst-color-primary` Source](https://github.com/microsoft/autogen/tree/main/python/packages/autogen-agentchat) +[{fas}`circle-info;pst-color-primary` User Guide](/user-guide/agentchat-user-guide/index.md) | [{fas}`file-code;pst-color-primary` API Reference](/reference/python/autogen_agentchat/autogen_agentchat.rst) | [{fab}`python;pst-color-primary` PyPI](https://pypi.org/project/autogen-agentchat/0.4.0.dev1/) | [{fab}`github;pst-color-primary` Source](https://github.com/microsoft/autogen/tree/main/python/packages/autogen-agentchat) ::: (pkg-info-autogen-core)= @@ -48,7 +48,7 @@ Implements the core functionality of the AutoGen framework, providing basic buil pip install autogen-core==0.4.0dev1 ``` -[{fas}`file-code;pst-color-primary` API Reference](/reference/python/autogen_core/autogen_core.rst) | [{fab}`github;pst-color-primary` Source](https://github.com/microsoft/autogen/tree/main/python/packages/autogen-core) +[{fas}`circle-info;pst-color-primary` User Guide](/user-guide/core-user-guide/index.md) | [{fas}`file-code;pst-color-primary` API Reference](/reference/python/autogen_core/autogen_core.rst) | [{fab}`python;pst-color-primary` PyPI](https://pypi.org/project/autogen-core/0.4.0.dev1/) | [{fab}`github;pst-color-primary` Source](https://github.com/microsoft/autogen/tree/main/python/packages/autogen-core) ::: (pkg-info-autogen-ext)= @@ -63,7 +63,13 @@ Implementations of core components that interface with external services, or use pip install autogen-ext==0.4.0dev1 ``` -[{fas}`file-code;pst-color-primary` API Reference](/reference/python/autogen_ext/autogen_ext.rst) | [{fab}`github;pst-color-primary` Source](https://github.com/microsoft/autogen/tree/main/python/packages/autogen-ext) +Extras: + +- `langchain-tools` needed for {py:class}`~autogen_ext.tools.LangChainToolAdapter` +- `azure-code-executor` needed for {py:class}`~autogen_ext.code_executors.ACADynamicSessionsCodeExecutor` +- `docker-code-executor` needed for {py:class}`~autogen_ext.code_executors.DockerCommandLineCodeExecutor` + +[{fas}`circle-info;pst-color-primary` User Guide](/user-guide/extensions-user-guide/index.md) | [{fas}`file-code;pst-color-primary` API Reference](/reference/python/autogen_ext/autogen_ext.rst) | [{fab}`python;pst-color-primary` PyPI](https://pypi.org/project/autogen-ext/0.4.0.dev1/) | [{fab}`github;pst-color-primary` Source](https://github.com/microsoft/autogen/tree/main/python/packages/autogen-ext) ::: (pkg-info-autogen-magentic-one)= diff --git a/python/packages/autogen-core/docs/src/reference/index.md b/python/packages/autogen-core/docs/src/reference/index.md index 1aabce712..cd8513ef4 100644 --- a/python/packages/autogen-core/docs/src/reference/index.md +++ b/python/packages/autogen-core/docs/src/reference/index.md @@ -26,8 +26,6 @@ python/autogen_core/autogen_core :caption: AutoGen Extensions python/autogen_ext/autogen_ext -python/autogen_ext/autogen_ext.tools -python/autogen_ext/autogen_ext.code_executor ``` ::::{grid} 1 2 2 3 diff --git a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/guides/code-execution.ipynb b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/guides/code-execution.ipynb index eb9841b2f..a715728ae 100644 --- a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/guides/code-execution.ipynb +++ b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/guides/code-execution.ipynb @@ -316,7 +316,7 @@ "from autogen_agentchat.agents import CodeExecutorAgent, CodingAssistantAgent\n", "from autogen_agentchat.teams import RoundRobinGroupChat, StopMessageTermination\n", "from autogen_core.components.models import OpenAIChatCompletionClient\n", - "from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor\n", + "from autogen_ext.code_executors import DockerCommandLineCodeExecutor\n", "\n", "async with DockerCommandLineCodeExecutor(work_dir=\"coding\") as code_executor: # type: ignore[syntax]\n", " code_executor_agent = CodeExecutorAgent(\"code_executor\", code_executor=code_executor)\n", diff --git a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/stocksnippet.md b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/stocksnippet.md index 689aae889..a4e827428 100644 --- a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/stocksnippet.md +++ b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/stocksnippet.md @@ -8,7 +8,7 @@ from autogen_agentchat import EVENT_LOGGER_NAME from autogen_agentchat.agents import CodeExecutorAgent, CodingAssistantAgent from autogen_agentchat.logging import ConsoleLogHandler from autogen_agentchat.teams import RoundRobinGroupChat, StopMessageTermination -from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor +from autogen_ext.code_executors import DockerCommandLineCodeExecutor from autogen_core.components.models import OpenAIChatCompletionClient logger = logging.getLogger(EVENT_LOGGER_NAME) diff --git a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/index.md b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/index.md index 9f7ecda16..fe66f2bff 100644 --- a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/index.md +++ b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/index.md @@ -17,6 +17,5 @@ llamaindex-agent local-llms-ollama-litellm instrumenting topic-subscription-scenarios -azure-container-code-executor structured-output-agent ``` diff --git a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/tool-use-with-intervention.ipynb b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/tool-use-with-intervention.ipynb index 84a45f84e..44f9978e5 100644 --- a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/tool-use-with-intervention.ipynb +++ b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/tool-use-with-intervention.ipynb @@ -32,7 +32,7 @@ ")\n", "from autogen_core.components.tool_agent import ToolAgent, ToolException, tool_agent_caller_loop\n", "from autogen_core.components.tools import PythonCodeExecutionTool, ToolSchema\n", - "from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor" + "from autogen_ext.code_executors import DockerCommandLineCodeExecutor" ] }, { diff --git a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/command-line-code-executors.ipynb b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/command-line-code-executors.ipynb index 8cdb529e2..22244d97c 100644 --- a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/command-line-code-executors.ipynb +++ b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/command-line-code-executors.ipynb @@ -51,7 +51,7 @@ "\n", "from autogen_core.base import CancellationToken\n", "from autogen_core.components.code_executor import CodeBlock\n", - "from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor\n", + "from autogen_ext.code_executors import DockerCommandLineCodeExecutor\n", "\n", "work_dir = Path(\"coding\")\n", "work_dir.mkdir(exist_ok=True)\n", diff --git a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/tools.ipynb b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/tools.ipynb index bce62e45e..c5d058189 100644 --- a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/tools.ipynb +++ b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/framework/tools.ipynb @@ -45,7 +45,7 @@ "source": [ "from autogen_core.base import CancellationToken\n", "from autogen_core.components.tools import PythonCodeExecutionTool\n", - "from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor\n", + "from autogen_ext.code_executors import DockerCommandLineCodeExecutor\n", "\n", "# Create the tool.\n", "code_executor = DockerCommandLineCodeExecutor()\n", diff --git a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/quickstart.ipynb b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/quickstart.ipynb index 034504eb3..c882455e3 100644 --- a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/quickstart.ipynb +++ b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/quickstart.ipynb @@ -313,7 +313,7 @@ "\n", "from autogen_core.application import SingleThreadedAgentRuntime\n", "from autogen_core.components.models import OpenAIChatCompletionClient\n", - "from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor\n", + "from autogen_ext.code_executors import DockerCommandLineCodeExecutor\n", "\n", "work_dir = tempfile.mkdtemp()\n", "\n", diff --git a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/azure-container-code-executor.ipynb b/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/azure-container-code-executor.ipynb similarity index 98% rename from python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/azure-container-code-executor.ipynb rename to python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/azure-container-code-executor.ipynb index 166c3f745..98c6b848c 100644 --- a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/cookbook/azure-container-code-executor.ipynb +++ b/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/azure-container-code-executor.ipynb @@ -4,18 +4,15 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Azure Container Code Executor\n", + "# ACA Dynamic Sessions Code Executor\n", "\n", "This guide will explain the Azure Container Apps dynamic sessions in Azure Container Apps and show you how to use the Azure Container Code Executor class.\n", "\n", - "\n", - "## Azure Container Apps dynamic sessions\n", - "\n", "The [Azure Container Apps dynamic sessions](https://learn.microsoft.com/en-us/azure/container-apps/sessions) is a component in the Azure Container Apps service. The environment is hosted on remote Azure instances and will not execute any code locally. The interpreter is capable of executing python code in a jupyter environment with a pre-installed base of commonly used packages. [Custom environments](https://learn.microsoft.com/en-us/azure/container-apps/sessions-custom-container) can be created by users for their applications. Files can additionally be [uploaded to, or downloaded from](https://learn.microsoft.com/en-us/azure/container-apps/sessions-code-interpreter#upload-a-file-to-a-session) each session.\n", "\n", "The code interpreter can run multiple sessions of code, each of which are delineated by a session identifier string.\n", "\n", - "### Create a Container Apps Session Pool\n", + "## Create a Container Apps Session Pool\n", "\n", "In your Azure portal, create a new `Container App Session Pool` resource with the pool type set to `Python code interpreter` and note the `Pool management endpoint`. The format for the endpoint should be something like `https://{region}.dynamicsessions.io/subscriptions/{subscription_id}/resourceGroups/{resource_group_name}/sessionPools/{session_pool_name}`.\n", "\n", diff --git a/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/index.md b/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/index.md index 601b43538..6cf28e9b9 100644 --- a/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/index.md +++ b/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/index.md @@ -7,6 +7,14 @@ myst: # Extensions +```{toctree} +:maxdepth: 3 +:hidden: + +azure-container-code-executor +``` + + Discover community projects: ::::{grid} 1 2 2 2 diff --git a/python/packages/autogen-core/pyproject.toml b/python/packages/autogen-core/pyproject.toml index 51a2cc216..9cf50ef4e 100644 --- a/python/packages/autogen-core/pyproject.toml +++ b/python/packages/autogen-core/pyproject.toml @@ -114,8 +114,7 @@ docs-clean = "rm -rf docs/build && rm -rf docs/src/reference/python/" docs-apidoc-core = "sphinx-apidoc --templatedir docs/src/_apidoc_templates --no-toc --separate --force -o docs/src/reference/python/autogen_core src/autogen_core src/autogen_core/application/protos/" docs-apidoc-agentchat = "sphinx-apidoc --templatedir docs/src/_apidoc_templates --no-toc --separate --force -o docs/src/reference/python/autogen_agentchat ../autogen-agentchat/src/autogen_agentchat" -# Includes --implicit-namespaces as it is a namespace package -docs-apidoc-ext = "sphinx-apidoc --implicit-namespaces --templatedir docs/src/_apidoc_templates --no-toc --separate --force -o docs/src/reference/python/autogen_ext ../autogen-ext/src/autogen_ext" +docs-apidoc-ext = "sphinx-apidoc --templatedir docs/src/_apidoc_templates --no-toc --separate --force -o docs/src/reference/python/autogen_ext ../autogen-ext/src/autogen_ext ../autogen-ext/src/autogen_ext/code_executor ../autogen-ext/src/autogen_ext/tools/langchain" docs-apidoc-all = [ "docs-apidoc-core", "docs-apidoc-agentchat", diff --git a/python/packages/autogen-core/samples/coding_pub_sub.py b/python/packages/autogen-core/samples/coding_pub_sub.py index 68090d556..73138b790 100644 --- a/python/packages/autogen-core/samples/coding_pub_sub.py +++ b/python/packages/autogen-core/samples/coding_pub_sub.py @@ -30,7 +30,7 @@ from autogen_core.components.models import ( UserMessage, ) from autogen_core.components.tools import PythonCodeExecutionTool, Tool -from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor +from autogen_ext.code_executors import DockerCommandLineCodeExecutor from common.utils import get_chat_completion_client_from_envs diff --git a/python/packages/autogen-ext/pyproject.toml b/python/packages/autogen-ext/pyproject.toml index 9e31cee15..717ad4003 100644 --- a/python/packages/autogen-ext/pyproject.toml +++ b/python/packages/autogen-ext/pyproject.toml @@ -20,7 +20,7 @@ dependencies = [ [project.optional-dependencies] -langchain-tools = ["langchain >= 0.3.1"] +langchain-tools = ["langchain_core~= 0.3.3"] azure-code-executor = ["azure-core"] docker-code-executor = ["docker~=7.0"] diff --git a/python/packages/autogen-ext/src/autogen_ext/__init__.py b/python/packages/autogen-ext/src/autogen_ext/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executor/aca_dynamic_sessions/__init__.py b/python/packages/autogen-ext/src/autogen_ext/code_executor/aca_dynamic_sessions/__init__.py index d61d25034..009997c41 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executor/aca_dynamic_sessions/__init__.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executor/aca_dynamic_sessions/__init__.py @@ -1,4 +1,20 @@ -from ._azure_container_code_executor import AzureContainerCodeExecutor +import warnings +from typing import Any + +from ...code_executors import ACADynamicSessionsCodeExecutor + + +class AzureContainerCodeExecutor(ACADynamicSessionsCodeExecutor): + """AzureContainerCodeExecutor has been renamed and moved to autogen_ext.code_executors.ACADynamicSessionsCodeExecutor""" + + def __init__(self, *args: Any, **kwargs: Any) -> None: + warnings.warn( + "AzureContainerCodeExecutor has been renamed and moved to autogen_ext.code_executors.ACADynamicSessionsCodeExecutor", + DeprecationWarning, + stacklevel=2, + ) + super().__init__(*args, **kwargs) + __all__ = [ "AzureContainerCodeExecutor", diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/__init__.py b/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/__init__.py index 23c859ffe..667191143 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/__init__.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/__init__.py @@ -1,3 +1,11 @@ -from ._impl import DockerCommandLineCodeExecutor +import warnings + +from ...code_executors import DockerCommandLineCodeExecutor + +warnings.warn( + "DockerCommandLineCodeExecutor moved to autogen_ext.code_executors.DockerCommandLineCodeExecutor", + DeprecationWarning, + stacklevel=2, +) __all__ = ["DockerCommandLineCodeExecutor"] diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/__init__.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/__init__.py new file mode 100644 index 000000000..ab7dc8a9b --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/__init__.py @@ -0,0 +1,4 @@ +from ._azure_container_code_executor import ACADynamicSessionsCodeExecutor, TokenProvider +from ._docker_code_executor import DockerCommandLineCodeExecutor + +__all__ = ["DockerCommandLineCodeExecutor", "TokenProvider", "ACADynamicSessionsCodeExecutor"] diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executor/aca_dynamic_sessions/_azure_container_code_executor.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/_azure_container_code_executor.py similarity index 97% rename from python/packages/autogen-ext/src/autogen_ext/code_executor/aca_dynamic_sessions/_azure_container_code_executor.py rename to python/packages/autogen-ext/src/autogen_ext/code_executors/_azure_container_code_executor.py index 451f2b8c8..2852c4592 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executor/aca_dynamic_sessions/_azure_container_code_executor.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/_azure_container_code_executor.py @@ -1,10 +1,12 @@ # Credit to original authors +from __future__ import annotations + import asyncio import os from pathlib import Path from string import Template -from typing import Any, Callable, ClassVar, List, Optional, Protocol, Sequence, Union +from typing import TYPE_CHECKING, Any, Callable, ClassVar, List, Optional, Protocol, Sequence, Union from uuid import uuid4 import aiohttp @@ -22,12 +24,14 @@ from autogen_core.components.code_executor import ( get_required_packages, to_stub, ) -from azure.core.credentials import AccessToken from typing_extensions import ParamSpec +if TYPE_CHECKING: + from azure.core.credentials import AccessToken + PYTHON_VARIANTS = ["python", "Python", "py"] -__all__ = ("AzureContainerCodeExecutor", "TokenProvider") +__all__ = ("ACADynamicSessionsCodeExecutor", "TokenProvider") A = ParamSpec("A") @@ -38,9 +42,14 @@ class TokenProvider(Protocol): ) -> AccessToken: ... -class AzureContainerCodeExecutor(CodeExecutor): +class ACADynamicSessionsCodeExecutor(CodeExecutor): """(Experimental) A code executor class that executes code through a an Azure - Container Apps instance. + Container Apps Dynamic Sessions instance. + + .. note:: + + This class requires the :code:`azure-code-executor` extra for the :code:`autogen-ext` package. + **This will execute LLM generated code on an Azure dynamic code container.** diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/_impl.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/_docker_code_executor.py similarity index 91% rename from python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/_impl.py rename to python/packages/autogen-ext/src/autogen_ext/code_executors/_docker_code_executor.py index cbaf78e4d..0ea8c3157 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executor/docker_executor/_impl.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/_docker_code_executor.py @@ -14,10 +14,6 @@ from pathlib import Path from types import TracebackType from typing import Any, Callable, ClassVar, List, Optional, ParamSpec, Type, Union -import asyncio_atexit -import docker -import docker.models -import docker.models.containers from autogen_core.base import CancellationToken from autogen_core.components.code_executor import ( CodeBlock, @@ -30,7 +26,6 @@ from autogen_core.components.code_executor import ( lang_to_cmd, silence_pip, ) -from docker.errors import ImageNotFound, NotFound if sys.version_info >= (3, 11): from typing import Self @@ -55,6 +50,11 @@ A = ParamSpec("A") class DockerCommandLineCodeExecutor(CodeExecutor): """Executes code through a command line environment in a Docker container. + .. note:: + + This class requires the :code:`docker-code-executor` extra for the :code:`autogen-ext` package. + + The executor first saves each code block in a file in the working directory, and then executes the code file in the container. The executor executes the code blocks in the order they are received. @@ -156,7 +156,14 @@ $functions""" else: self._setup_functions_complete = True - self._container: docker.models.containers.Container | None = None + try: + from docker.models.containers import Container + except ImportError as e: + raise RuntimeError( + "Missing dependecies for DockerCommandLineCodeExecutor. Please ensure the autogen-ext package was installed with the 'docker-code-executor' extra." + ) from e + + self._container: Container | None = None self._running = False @property @@ -293,6 +300,14 @@ $functions""" if not self._running: return + try: + import docker + from docker.errors import NotFound + except ImportError as e: + raise RuntimeError( + "Missing dependecies for DockerCommandLineCodeExecutor. Please ensure the autogen-ext package was installed with the 'docker-code-executor' extra." + ) from e + client = docker.from_env() try: container = await asyncio.to_thread(client.containers.get, self.container_name) @@ -303,6 +318,15 @@ $functions""" self._running = False async def start(self) -> None: + try: + import asyncio_atexit + import docker + from docker.errors import ImageNotFound + except ImportError as e: + raise RuntimeError( + "Missing dependecies for DockerCommandLineCodeExecutor. Please ensure the autogen-ext package was installed with the 'docker-code-executor' extra." + ) from e + # Start a container from the image, read to exec commands later client = docker.from_env() diff --git a/python/packages/autogen-ext/src/autogen_ext/tools/__init__.py b/python/packages/autogen-ext/src/autogen_ext/tools/__init__.py new file mode 100644 index 000000000..03af9585b --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/tools/__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_adapter.py similarity index 62% rename from python/packages/autogen-ext/src/autogen_ext/tools/langchain/_langchain_adapter.py rename to python/packages/autogen-ext/src/autogen_ext/tools/_langchain_adapter.py index 1d7faf19c..60bdb69b1 100644 --- a/python/packages/autogen-ext/src/autogen_ext/tools/langchain/_langchain_adapter.py +++ b/python/packages/autogen-ext/src/autogen_ext/tools/_langchain_adapter.py @@ -1,46 +1,53 @@ +from __future__ import annotations + import asyncio import inspect -from typing import Any, Callable, Dict, Tuple, Type, cast +from typing import TYPE_CHECKING, Any, Callable, Dict, 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] +if TYPE_CHECKING: + from langchain_core.tools import Tool as LangChainTool class LangChainToolAdapter(BaseTool[BaseModel, Any]): - langchain_tool: LangChainTool - _callable: Callable[..., Any] + """Allows you to wrap a LangChain tool and make it available to AutoGen. + + .. note:: + + This class requires the :code:`docker-code-executor` extra for the :code:`autogen-ext` package. + + + Args: + langchain_tool (LangChainTool): A LangChain tool to wrap + """ def __init__(self, langchain_tool: LangChainTool): - self.langchain_tool = langchain_tool + self._langchain_tool: LangChainTool = langchain_tool # Extract name and description - name = langchain_tool.name - description = langchain_tool.description or "" + name = self._langchain_tool.name + description = self._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 + if hasattr(self._langchain_tool, "func") and callable(self._langchain_tool.func): + assert self._langchain_tool.func is not None + self._callable: Callable[..., Any] = self._langchain_tool.func + elif hasattr(self._langchain_tool, "_run") and callable(self._langchain_tool._run): # pyright: ignore + self._callable: Callable[..., Any] = self._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 + if self._langchain_tool.args_schema: # pyright: ignore + args_type = self._langchain_tool.args_schema # pyright: ignore else: # Infer args_type from the callable's signature - sig = inspect.signature(cast(Callable[..., Any], self._callable)) + sig = inspect.signature(cast(Callable[..., Any], self._callable)) # type: ignore fields = { k: (v.annotation, Field(...)) for k, v in sig.parameters.items() 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 03af9585b..4d401fc7e 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 @@ -1,3 +1,7 @@ -from ._langchain_adapter import LangChainToolAdapter +import warnings + +from ...tools import LangChainToolAdapter + +warnings.warn("LangChainToolAdapter moved to autogen_ext.tools.LangChainToolAdapter", DeprecationWarning, stacklevel=2) __all__ = ["LangChainToolAdapter"] diff --git a/python/packages/autogen-ext/tests/code_executors/test_aca_dynamic_sessions.py b/python/packages/autogen-ext/tests/code_executors/test_aca_dynamic_sessions.py index 9d5d477b1..40eb07213 100644 --- a/python/packages/autogen-ext/tests/code_executors/test_aca_dynamic_sessions.py +++ b/python/packages/autogen-ext/tests/code_executors/test_aca_dynamic_sessions.py @@ -10,7 +10,7 @@ import pytest from anyio import open_file from autogen_core.base import CancellationToken from autogen_core.components.code_executor import CodeBlock -from autogen_ext.code_executor.aca_dynamic_sessions import AzureContainerCodeExecutor +from autogen_ext.code_executors import ACADynamicSessionsCodeExecutor from azure.identity import DefaultAzureCredential UNIX_SHELLS = ["bash", "sh", "shell"] @@ -30,7 +30,9 @@ POOL_ENDPOINT = os.getenv(ENVIRON_KEY_AZURE_POOL_ENDPOINT) async def test_execute_code() -> None: assert POOL_ENDPOINT is not None cancellation_token = CancellationToken() - executor = AzureContainerCodeExecutor(pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential()) + executor = ACADynamicSessionsCodeExecutor( + pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential() + ) # Test single code block. code_blocks = [CodeBlock(code="import sys; print('hello world!')", language="python")] @@ -67,7 +69,7 @@ async def test_execute_code() -> None: async def test_azure_container_code_executor_timeout() -> None: assert POOL_ENDPOINT is not None cancellation_token = CancellationToken() - executor = AzureContainerCodeExecutor( + executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), timeout=1 ) code_blocks = [CodeBlock(code="import time; time.sleep(10); print('hello world!')", language="python")] @@ -83,7 +85,9 @@ async def test_azure_container_code_executor_timeout() -> None: async def test_azure_container_code_executor_cancellation() -> None: assert POOL_ENDPOINT is not None cancellation_token = CancellationToken() - executor = AzureContainerCodeExecutor(pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential()) + executor = ACADynamicSessionsCodeExecutor( + pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential() + ) code_blocks = [CodeBlock(code="import time; time.sleep(10); print('hello world!')", language="python")] coro = executor.execute_code_blocks(code_blocks, cancellation_token) @@ -109,7 +113,7 @@ async def test_upload_files() -> None: cancellation_token = CancellationToken() with tempfile.TemporaryDirectory() as temp_dir: - executor = AzureContainerCodeExecutor( + executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), work_dir=temp_dir ) @@ -155,7 +159,7 @@ async def test_download_files() -> None: cancellation_token = CancellationToken() with tempfile.TemporaryDirectory() as temp_dir: - executor = AzureContainerCodeExecutor( + executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), work_dir=temp_dir ) diff --git a/python/packages/autogen-ext/tests/code_executors/test_aca_user_defined_functions.py b/python/packages/autogen-ext/tests/code_executors/test_aca_user_defined_functions.py index 7b74109b6..857a0333a 100644 --- a/python/packages/autogen-ext/tests/code_executors/test_aca_user_defined_functions.py +++ b/python/packages/autogen-ext/tests/code_executors/test_aca_user_defined_functions.py @@ -11,7 +11,7 @@ from autogen_core.components.code_executor import ( FunctionWithRequirements, with_requirements, ) -from autogen_ext.code_executor.aca_dynamic_sessions import AzureContainerCodeExecutor +from autogen_ext.code_executors import ACADynamicSessionsCodeExecutor from azure.identity import DefaultAzureCredential ENVIRON_KEY_AZURE_POOL_ENDPOINT = "AZURE_POOL_ENDPOINT" @@ -58,10 +58,10 @@ def function_incorrect_dep() -> "polars.DataFrame": async def test_azure_can_load_function_with_reqs() -> None: assert POOL_ENDPOINT is not None cancellation_token = CancellationToken() - azure_executor = AzureContainerCodeExecutor( + azure_executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), functions=[load_data] ) - # AzureContainerCodeExecutor doesn't use the functions module import + # ACADynamicSessionsCodeExecutor doesn't use the functions module import code = """import polars # Get first row's name @@ -87,10 +87,10 @@ async def test_azure_can_load_function() -> None: assert POOL_ENDPOINT is not None cancellation_token = CancellationToken() - azure_executor = AzureContainerCodeExecutor( + azure_executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), functions=[add_two_numbers] ) - # AzureContainerCodeExecutor doesn't use the functions module import + # ACADynamicSessionsCodeExecutor doesn't use the functions module import code = """print(add_two_numbers(1, 2))""" azure_result = await azure_executor.execute_code_blocks( @@ -111,7 +111,7 @@ async def test_azure_can_load_function() -> None: async def test_azure_fails_for_function_incorrect_import() -> None: assert POOL_ENDPOINT is not None cancellation_token = CancellationToken() - azure_executor = AzureContainerCodeExecutor( + azure_executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), functions=[function_incorrect_import], @@ -135,7 +135,7 @@ async def test_azure_fails_for_function_incorrect_import() -> None: async def test_azure_fails_for_function_incorrect_dep() -> None: assert POOL_ENDPOINT is not None cancellation_token = CancellationToken() - azure_executor = AzureContainerCodeExecutor( + azure_executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), functions=[function_incorrect_dep] ) code = """function_incorrect_dep()""" @@ -153,7 +153,7 @@ def test_azure_formatted_prompt() -> None: assert_str = '''def add_two_numbers(a: int, b: int) -> int: """Add two numbers together.""" ''' - azure_executor = AzureContainerCodeExecutor( + azure_executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=DUMMY_POOL_ENDPOINT, credential=DefaultAzureCredential(), functions=[add_two_numbers] ) @@ -174,7 +174,7 @@ def add_two_numbers(a: int, b: int) -> int: """Add two numbers together.""" ''' - azure_executor = AzureContainerCodeExecutor( + azure_executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=DUMMY_POOL_ENDPOINT, credential=DefaultAzureCredential(), functions=[func] ) @@ -197,7 +197,7 @@ def add_two_numbers(a: int, b: int) -> int: return a + b ''' ) - azure_executor = AzureContainerCodeExecutor( + azure_executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), functions=[func] ) code = """print(add_two_numbers(1, 2))""" @@ -228,7 +228,7 @@ def add_two_numbers(a: int, b: int) -> int: ''' ) - azure_executor = AzureContainerCodeExecutor( + azure_executor = ACADynamicSessionsCodeExecutor( pool_management_endpoint=POOL_ENDPOINT, credential=DefaultAzureCredential(), functions=[func] ) code = """print(add_two_numbers(object(), False))""" diff --git a/python/packages/autogen-ext/tests/code_executors/test_docker_commandline_code_executor.py b/python/packages/autogen-ext/tests/code_executors/test_docker_commandline_code_executor.py index 641e5e703..25c316115 100644 --- a/python/packages/autogen-ext/tests/code_executors/test_docker_commandline_code_executor.py +++ b/python/packages/autogen-ext/tests/code_executors/test_docker_commandline_code_executor.py @@ -10,7 +10,7 @@ import pytest_asyncio from aiofiles import open from autogen_core.base import CancellationToken from autogen_core.components.code_executor import CodeBlock -from autogen_ext.code_executor.docker_executor import DockerCommandLineCodeExecutor +from autogen_ext.code_executors import DockerCommandLineCodeExecutor def docker_tests_enabled() -> bool: diff --git a/python/packages/autogen-ext/tests/test_example.py b/python/packages/autogen-ext/tests/test_example.py deleted file mode 100644 index 60f1465c8..000000000 --- a/python/packages/autogen-ext/tests/test_example.py +++ /dev/null @@ -1,2 +0,0 @@ -async def test_example() -> None: - assert True diff --git a/python/packages/autogen-ext/tests/test_tools.py b/python/packages/autogen-ext/tests/test_tools.py index e824576b4..c79d25af3 100644 --- a/python/packages/autogen-ext/tests/test_tools.py +++ b/python/packages/autogen-ext/tests/test_tools.py @@ -2,10 +2,10 @@ 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 autogen_ext.tools import LangChainToolAdapter # type: ignore from langchain_core.callbacks.manager import AsyncCallbackManagerForToolRun, CallbackManagerForToolRun +from langchain_core.tools import BaseTool as LangChainTool +from langchain_core.tools import tool # pyright: ignore from pydantic import BaseModel, Field @@ -46,7 +46,7 @@ async def test_langchain_tool_adapter() -> None: langchain_tool = add # type: ignore # Create an adapter - adapter = LangChainToolAdapter(langchain_tool) # pyright: ignore + adapter = LangChainToolAdapter(langchain_tool) # type: ignore # Test schema generation schema = adapter.schema @@ -75,7 +75,7 @@ async def test_langchain_tool_adapter() -> None: # Test CustomCalculatorTool custom_langchain_tool = CustomCalculatorTool() - custom_adapter = LangChainToolAdapter(custom_langchain_tool) # pyright: ignore + custom_adapter = LangChainToolAdapter(custom_langchain_tool) # type: ignore # Test schema generation for CustomCalculatorTool custom_schema = custom_adapter.schema diff --git a/python/packages/autogen-magentic-one/examples/example_coder.py b/python/packages/autogen-magentic-one/examples/example_coder.py index b1978a13d..4824f7338 100644 --- a/python/packages/autogen-magentic-one/examples/example_coder.py +++ b/python/packages/autogen-magentic-one/examples/example_coder.py @@ -11,7 +11,7 @@ from autogen_core.application import SingleThreadedAgentRuntime from 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