> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-mdrxyd-1787873943-d8c7f2b.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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/bedrock.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=87b52b2eff4e9056f8192296087a8422" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/bedrock.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=ebaa6f0ce269b61c48ba7f3f3590367e" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/anthropic.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=e0c9d2e7a8ddf21ab1e8491d8050028b" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/anthropic.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=a0c7903ba9865bc6af258a41a6351780" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/deepseek.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=f5e31f3daa50e32b102ee8208750cfd2" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/deepseek.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=831dbb0638e1493b3d90a99b1e9665bb" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/gemini.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=7338b8a0fe86e755ddd0769e32d12fc3" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/gemini.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=bfcb79924ee584eff9e964ca64039a9c" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/litellm.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=bd07cde256414ec74464d6eaa3a7aa8e" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/litellm.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=505243cb6758062a451be2519dc3f8cd" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/mistral.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=66728d04ad61bf0fec7ded983a2d6642" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/mistral.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=6d9e51ad05daded0ae388e695c9c3998" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=3c133d8ec8518995fcd700d002b0de86" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=e5e8771c20b84f25bf49e2ddb8800894" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=3c133d8ec8518995fcd700d002b0de86" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=e5e8771c20b84f25bf49e2ddb8800894" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/autogen.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=54721464a27daca3aa990b612a56df6c" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/autogen.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=e618e81e8f6e14bb58f5436a12498566" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/claude.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=480fbbc1501f163810e7c1620fa5045f" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/claude.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=78ff0659a6a772a523ee35ec877d3c7c" 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-claude-managed-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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/claude.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=480fbbc1501f163810e7c1620fa5045f" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/claude.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=78ff0659a6a772a523ee35ec877d3c7c" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Managed Agents</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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/crewai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=234b9a073c6b5e649a5cce7dcaac3105" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/crewai.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=5e38bfea00a87317aab8591fe10c884a" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/brand/docs-favicon.png?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=66a1ea03404e53acb965967c6fd59c6b" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/googleadk.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=b1ac63bc3da7b5c4530b86a548d35338" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/googleadk.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=9f02d9662151fdc8e42795be5e7bed51" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/brand/docs-favicon.png?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=66a1ea03404e53acb965967c6fd59c6b" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/brand/docs-favicon.png?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=66a1ea03404e53acb965967c6fd59c6b" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/mastra.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=f332dc16ab59df91e977817ee4cfd96b" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/mastra.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=fe328eb3b24e3549bc5c9b8b92ec89df" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/microsoft.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=bd11cdf4300b3bca2e30cf5de77c01a8" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/microsoft.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=eefb8c5ed00e65678ccbbf80cf0d15bc" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=3c133d8ec8518995fcd700d002b0de86" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=e5e8771c20b84f25bf49e2ddb8800894" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=73c1f9652a7e7153eb6ab192d2e527cb" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=50e7bc81dce408b3ef7630b2c43bb727" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/pydanticai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=abc05ac2084992c96011122e9342ecce" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=67f3afdd7ef0d24b4ef8b0cd31edf4e8" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/microsoft.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=bd11cdf4300b3bca2e30cf5de77c01a8" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/microsoft.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=eefb8c5ed00e65678ccbbf80cf0d15bc" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/bedrock.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=87b52b2eff4e9056f8192296087a8422" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/bedrock.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=ebaa6f0ce269b61c48ba7f3f3590367e" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/vercel.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=8939e77f650bf0a510bf34bb67bad5c4" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/vercel.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=cd77bf35033e38718bb26070799b7088" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=3c133d8ec8518995fcd700d002b0de86" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=e5e8771c20b84f25bf49e2ddb8800894" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/gemini.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=7338b8a0fe86e755ddd0769e32d12fc3" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/gemini.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=bfcb79924ee584eff9e964ca64039a9c" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/livekit.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=b92546d93b0bfcde43385786c405bca5" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/livekit.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=a21ce9cc9cdbdf542b2c834381d9a78c" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/pipecat.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=32232f0d9163981fe48380085fddddae" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/pipecat.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=79fc89cfa4a62dedddd956aff66bddd4" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/claude.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=480fbbc1501f163810e7c1620fa5045f" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/claude.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=78ff0659a6a772a523ee35ec877d3c7c" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=3c133d8ec8518995fcd700d002b0de86" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/openai.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=e5e8771c20b84f25bf49e2ddb8800894" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/opencode.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=3a1be7bb1358f00bfa5c59b9deda158b" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/opencode.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=5d48cba97b90489be0a42dce3e1c99e1" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/cursor.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=93ab8259293c70296b40f6ab5ff140ef" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/cursor.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=8a9736f3b8a77a05a8c70a70307f9ac0" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/instructor.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=464d94e84d6dda52914afb18e840298e" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/instructor.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=e251a30bd07fe63871db3d23e6f085ed" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/n8n.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=7ce6535c9b94262447ad03f95035c220" 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-mdrxyd-1787873943-d8c7f2b/rJgjjGX7bmHYLTrC/images/providers/dark/n8n.svg?fit=max&auto=format&n=rJgjjGX7bmHYLTrC&q=85&s=3499380c875db7a593a9667aef0529ea" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/pi.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=18491333c4d89094e8e34cd4cf11bc6c" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/pi.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=33317d1bc62c859fbd1fce93e43a9001" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/temporal.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=d3bdd9221ac2681a7123de9bbbcf3100" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/temporal.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=b787cf74b10cc92ccddb7f3b667a1c03" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/light/vscode.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=2355b09b69d2b0f27b0ce3a426958712" 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-mdrxyd-1787873943-d8c7f2b/e5itGoqSBwq2z7QJ/images/providers/dark/vscode.svg?fit=max&auto=format&n=e5itGoqSBwq2z7QJ&q=85&s=c7984e0845947f34ae3877244a64b309" 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>
