> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

[LangSmith](https://smith.langchain.com?utm_source=docs\&utm_medium=cta\&utm_campaign=langsmith-signup\&utm_content=langsmith-integrations) provides integrations for a growing set of popular [LLM providers](#llm-providers) and [agent frameworks](#agent-frameworks) as well as [Deep Agents](/oss/python/deepagents/overview), [LangChain](/oss/python/langchain/overview), and [LangGraph](/oss/python/langgraph/overview). For setup and usage, refer to the guides listed on this page.

## LLM providers

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-bedrock" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/bedrock.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=e1125aead226273003216544f4766a53" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/bedrock.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=2b5841fb9596da49aa555b7f7882ec12" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Amazon Bedrock</span>
  </a>

  <a href="/langsmith/trace-anthropic" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/anthropic.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=822e2e76a594c6091f71bc32ea6a3c6c" alt="" noZoom width="65" height="65" data-path="images/providers/light/anthropic.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/anthropic.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=9360226bf3dcbc70a7dbb3c109bc9a97" alt="" noZoom width="65" height="65" data-path="images/providers/dark/anthropic.svg" />

    <span className="font-semibold">Anthropic</span>
  </a>

  <a href="/langsmith/trace-deepseek" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/deepseek.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=75ca5bf2a4706d0af26d65364b4e2ec9" alt="" noZoom width="65" height="65" data-path="images/providers/light/deepseek.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/deepseek.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=795e37a10f6c0520209f105d031cb083" alt="" noZoom width="65" height="65" data-path="images/providers/dark/deepseek.svg" />

    <span className="font-semibold">DeepSeek</span>
  </a>

  <a href="/langsmith/trace-with-google-gemini" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/gemini.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=94a5b7e2ce14249c5b83389eb1bbbdd0" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/gemini.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=2d72d54dd10d0443fb86024cc2ce991b" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Google Gemini</span>
  </a>

  <a href="/langsmith/trace-litellm" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/litellm.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=1e2f50275cbac14af8b265d2313527d8" alt="" noZoom width="24" height="24" data-path="images/providers/light/litellm.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/litellm.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=f2b5bca8df6e9674d01e7cb08b152611" alt="" noZoom width="24" height="24" data-path="images/providers/dark/litellm.svg" />

    <span className="font-semibold">LiteLLM</span>
  </a>

  <a href="/langsmith/trace-with-mistral" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/mistral.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=30caba67244e3e4048b5fb76dcb79b6f" alt="" noZoom width="65" height="65" data-path="images/providers/light/mistral.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/mistral.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=aa2390b8ee9db1f82d2e4afb3d2ea216" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mistral.svg" />

    <span className="font-semibold">Mistral</span>
  </a>

  <a href="/langsmith/trace-openai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/openai.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=88cba8ee18367cd1955031257b36519f" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/openai.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=380daeafd2e08b961f8472a03b62ac6f" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI</span>
  </a>

  <a href="/langsmith/trace-with-openai-compatible" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/openai.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=88cba8ee18367cd1955031257b36519f" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/openai.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=380daeafd2e08b961f8472a03b62ac6f" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI-compatible APIs</span>
  </a>
</div>

<Callout icon="arrows-transfer-down" color="#4F46E5" iconType="regular">
  **Using LangChain?** LangChain provides a unified interface to 100+ LLM providers, which allows you to switch between models by setting environment variables. [Initialize a model](/oss/python/langchain/models#initialize-a-model) and LangSmith will automatically trace your application.
</Callout>

## Agent frameworks

<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-3">
  <a href="/langsmith/trace-with-autogen" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/autogen.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=8172b4dd9eed9aeaa0daf2f17967ba9a" alt="" noZoom width="65" height="65" data-path="images/providers/light/autogen.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/autogen.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=76b79f3c6d40b42b0feea27f69321d0f" alt="" noZoom width="65" height="65" data-path="images/providers/dark/autogen.svg" />

    <span className="font-semibold">AutoGen</span>
  </a>

  <a href="/langsmith/trace-claude-agent-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/claude.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=b9c20ece0b4c59f165f739a39f51d5f5" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/claude.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=407c4b43a3511a6c1ed94ac9f024f4cd" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Agent SDK</span>
  </a>

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/crewai.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=6dceac37f145ef2733b32514966fe18a" alt="" noZoom width="65" height="65" data-path="images/providers/light/crewai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/crewai.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=f512fe6a34c9577de9bc8a2251d4d069" alt="" noZoom width="65" height="65" data-path="images/providers/dark/crewai.svg" />

    <span className="font-semibold">CrewAI</span>
  </a>

  <a href="/langsmith/trace-deep-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/brand/docs-favicon.png?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=f63942730788ffd264abf2d146b86882" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">Deep Agents</span>
  </a>

  <a href="/langsmith/trace-with-google-adk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/googleadk.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=cc189b2d8a5cf9b6aa24b5b7a2f07128" alt="" noZoom width="65" height="65" data-path="images/providers/light/googleadk.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/googleadk.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=817997acaaa2a0408751ba6a14e1a320" alt="" noZoom width="65" height="65" data-path="images/providers/dark/googleadk.svg" />

    <span className="font-semibold">Google ADK</span>
  </a>

  <a href="/langsmith/trace-with-langchain" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/brand/docs-favicon.png?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=f63942730788ffd264abf2d146b86882" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangChain</span>
  </a>

  <a href="/langsmith/trace-with-langgraph" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/brand/docs-favicon.png?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=f63942730788ffd264abf2d146b86882" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangGraph</span>
  </a>

  <a href="/langsmith/trace-with-mastra" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/mastra.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=3e9ef5b35bc454a4f74d49f51f3e8b48" alt="" noZoom width="65" height="65" data-path="images/providers/light/mastra.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/mastra.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=25caa5f0bd4f8e9a48f9cb2f53e24738" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mastra.svg" />

    <span className="font-semibold">Mastra</span>
  </a>

  <a href="/langsmith/trace-with-microsoft-agent-framework" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/microsoft.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=339581d293c3d9682528aa86d5047bb4" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/microsoft.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=7a7ecef2f88dcd933f94f1af8b618965" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Microsoft Agent Framework</span>
  </a>

  <a href="/langsmith/trace-with-openai-agents-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/openai.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=88cba8ee18367cd1955031257b36519f" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/openai.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=380daeafd2e08b961f8472a03b62ac6f" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Agents</span>
  </a>

  <a href="/langsmith/trace-with-opentelemetry" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=984319ff861b7f20aee1dcd7bf9ef6aa" alt="" noZoom width="65" height="65" data-path="images/providers/light/opentelemetry.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=cd1b9e396fc2b028415f34508097d772" alt="" noZoom width="65" height="65" data-path="images/providers/dark/opentelemetry.svg" />

    <span className="font-semibold">OpenTelemetry</span>
  </a>

  <a href="/langsmith/trace-with-pydantic-ai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/pydanticai.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=009feea4a590a4d0c7780edc472c2513" alt="" noZoom width="65" height="65" data-path="images/providers/light/pydanticai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=9fa236890bcf270c95aeb148ad62a62d" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pydanticai.svg" />

    <span className="font-semibold">PydanticAI</span>
  </a>

  <a href="/langsmith/trace-with-semantic-kernel" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/microsoft.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=339581d293c3d9682528aa86d5047bb4" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/microsoft.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=7a7ecef2f88dcd933f94f1af8b618965" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Semantic Kernel</span>
  </a>

  <a href="/langsmith/trace-with-strands-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/bedrock.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=e1125aead226273003216544f4766a53" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/bedrock.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=2b5841fb9596da49aa555b7f7882ec12" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Strands Agents</span>
  </a>

  <a href="/langsmith/trace-with-vercel-ai-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/vercel.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=20cf1a11f46187d78843c86f45b2c322" alt="" noZoom width="65" height="65" data-path="images/providers/light/vercel.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/dark/vercel.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=cb4fcc2da41192091a609d5a3e1f642c" alt="" noZoom width="65" height="65" data-path="images/providers/dark/vercel.svg" />

    <span className="font-semibold">Vercel AI SDK</span>
  </a>
</div>

## Voice AI frameworks

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <a href="/langsmith/trace-openai-realtime" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/openai.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=88cba8ee18367cd1955031257b36519f" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/openai.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=380daeafd2e08b961f8472a03b62ac6f" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Realtime</span>
  </a>

  <a href="/langsmith/trace-gemini-live" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/gemini.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=94a5b7e2ce14249c5b83389eb1bbbdd0" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/gemini.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=2d72d54dd10d0443fb86024cc2ce991b" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Gemini Live</span>
  </a>

  <a href="/langsmith/trace-with-livekit" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/livekit.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=a669015459c0e7606fedc4deb2cb3ba9" alt="" noZoom width="65" height="65" data-path="images/providers/light/livekit.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/livekit.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=eb892a1cbd7526871bf1e4d4fb89ea58" alt="" noZoom width="65" height="65" data-path="images/providers/dark/livekit.svg" />

    <span className="font-semibold">Livekit</span>
  </a>

  <a href="/langsmith/trace-with-pipecat" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/pipecat.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=ca0748dfff625aa95017f447827c943e" alt="" noZoom width="65" height="65" data-path="images/providers/light/pipecat.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/pipecat.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=5ad64dc5fa63304e75b43ef7c5a0cf81" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pipecat.svg" />

    <span className="font-semibold">Pipecat</span>
  </a>
</div>

## Developer tools

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-claude-code" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/claude.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=b9c20ece0b4c59f165f739a39f51d5f5" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/claude.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=407c4b43a3511a6c1ed94ac9f024f4cd" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Code</span>
  </a>

  <a href="/langsmith/trace-with-codex" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/openai.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=88cba8ee18367cd1955031257b36519f" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/openai.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=380daeafd2e08b961f8472a03b62ac6f" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Codex</span>
  </a>

  <a href="/langsmith/trace-with-opencode" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/opencode.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=863b575d5483c24a3437d0c6eaf78689" alt="" noZoom width="300" height="300" data-path="images/providers/light/opencode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/opencode.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=e241e643f10c99af55e0e149ae9917d5" alt="" noZoom width="300" height="300" data-path="images/providers/dark/opencode.svg" />

    <span className="font-semibold">OpenCode</span>
  </a>

  <a href="/langsmith/trace-with-cursor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/cursor.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=7acdb07c950253c290920ceee1eb76dc" alt="" noZoom width="65" height="65" data-path="images/providers/light/cursor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/cursor.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=b4adbc0e8a0f079d817bd713f36ced97" alt="" noZoom width="65" height="65" data-path="images/providers/dark/cursor.svg" />

    <span className="font-semibold">Cursor</span>
  </a>

  <a href="/langsmith/trace-with-instructor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/instructor.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=8f19a595e3c4172a53605ac3e3aac4dc" alt="" noZoom width="65" height="65" data-path="images/providers/light/instructor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/instructor.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=a372af73cead67fd5f038abbe98687e0" alt="" noZoom width="65" height="65" data-path="images/providers/dark/instructor.svg" />

    <span className="font-semibold">Instructor</span>
  </a>

  <a href="/langsmith/trace-with-n8n" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/n8n.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=db1600ad81fdafe770a47f4af45dcffd" alt="" noZoom width="24" height="24" data-path="images/providers/light/n8n.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/n8n.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=484cedd775ad29cd21772bce467a5f64" alt="" noZoom width="24" height="24" data-path="images/providers/dark/n8n.svg" />

    <span className="font-semibold">n8n</span>
  </a>

  <a href="/langsmith/trace-with-pi" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/pi.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=2d14b1d1a58924f56826ea8c10981f56" alt="" noZoom width="65" height="65" data-path="images/providers/light/pi.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/pi.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=b36fdd1db2dd3cf4c67d79bd462a8369" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pi.svg" />

    <span className="font-semibold">Pi</span>
  </a>

  <a href="/langsmith/trace-with-temporal" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/temporal.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=66e7bd0c9fad0e37077bd55441802688" alt="" noZoom width="65" height="65" data-path="images/providers/light/temporal.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/3qP4F0ilGE5D1iU6/images/providers/dark/temporal.svg?fit=max&auto=format&n=3qP4F0ilGE5D1iU6&q=85&s=b16372c90448101cefccf09466caee10" alt="" noZoom width="65" height="65" data-path="images/providers/dark/temporal.svg" />

    <span className="font-semibold">Temporal</span>
  </a>

  <a href="/langsmith/trace-with-vscode-copilot" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/light/vscode.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=fb30a090f0171f8ce2a6fc28f24c607b" alt="" noZoom width="24" height="24" data-path="images/providers/light/vscode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1785859450-e55f5fa/XhWdEs0jYe-nv0dP/images/providers/dark/vscode.svg?fit=max&auto=format&n=XhWdEs0jYe-nv0dP&q=85&s=bd84b38178b31f461dddd0e9beec3539" alt="" noZoom width="24" height="24" data-path="images/providers/dark/vscode.svg" />

    <span className="font-semibold">VS Code Copilot</span>
  </a>
</div>

These coding agent integrations follow a shared [metadata contract](/langsmith/coding-agent-metadata-contract) that standardizes the trace fields they emit.

***

<div className="source-links">
  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
  </Callout>

  <Callout icon="edit">
    [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/langsmith/integrations.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).
  </Callout>
</div>
