> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-change-1791323909-75c753a.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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/bedrock.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=628a84c3e943b8e980d12c10dec7599c" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/bedrock.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=6046dc3ac13230dc417b0193a7154a62" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/anthropic.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=a5e367dfef02b5e011d111ddb2a88ab5" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/anthropic.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=afbeaac3513fa3084ddceaeebe353e69" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/deepseek.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=915b79fdf5abb24e18f84ad0874a69f7" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/deepseek.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=3ea9b4dfec4ef45f7b40970e1d6976de" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/gemini.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=b30037672d78b8a905fc9bd8cea3881a" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/gemini.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=854328982f6375ff51d91c38201d601d" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/litellm.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=cba798aadead4527d482fe15f3247a7a" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/litellm.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=f740d1d3b1d16a908fc1a493dfb6530b" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/mistral.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=597e8e34cf04cb4e217d0f1605669e2a" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/mistral.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=6e39ca2ea54a3afbedec82ede74d27b6" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=8c9afdad294e04b3bc11c2f31be19be6" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=5b26f50faadd6dc81031c27b05e91029" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=8c9afdad294e04b3bc11c2f31be19be6" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=5b26f50faadd6dc81031c27b05e91029" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/autogen.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=8fa99dff5b06eee6f966daca256873ed" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/autogen.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=a3930e6b2d62588b4200897a6fe77dc5" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/claude.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=f34fa2c15cef4241d6897272c3451f79" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/claude.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=6bb2bf201cdd8cc3c54969a544e6f7d4" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/claude.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=f34fa2c15cef4241d6897272c3451f79" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/claude.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=6bb2bf201cdd8cc3c54969a544e6f7d4" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/crewai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=d8b2e10aca7fe80711025336f98dfbd0" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/crewai.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=b6447a2610509de31ac7a9774ec15554" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/brand/docs-favicon.png?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=5c92f32b5a6ac7ce6bf11e288e8a0020" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/googleadk.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=b316bce74128a0d359783a54087af029" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/googleadk.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=8427098e71aa2f9e96e914102eb75a11" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/brand/docs-favicon.png?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=5c92f32b5a6ac7ce6bf11e288e8a0020" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/brand/docs-favicon.png?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=5c92f32b5a6ac7ce6bf11e288e8a0020" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/mastra.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=44613e5ed07ad25d18806fbb28ea65f6" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/mastra.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=f4833cb7adedc9ddb7c86d614e1e71a4" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/microsoft.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=dd6469014a7dbc98acb1571e01ed73b8" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/microsoft.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=ad9ecae148c9e4935c04e9255600108e" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=8c9afdad294e04b3bc11c2f31be19be6" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=5b26f50faadd6dc81031c27b05e91029" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=571c466a1d2374c821ddc444242006c6" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=efab06726e588d2eb1f70c629f0082e2" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/pydanticai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=c8bd9e5b72ad77f07d7f8afc5fb211c5" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=3943e3986baefbd5ae989203dcbb16b1" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/microsoft.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=dd6469014a7dbc98acb1571e01ed73b8" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/microsoft.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=ad9ecae148c9e4935c04e9255600108e" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/bedrock.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=628a84c3e943b8e980d12c10dec7599c" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/bedrock.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=6046dc3ac13230dc417b0193a7154a62" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/vercel.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=a43bec360eb9e09709bfcbd390c3fe88" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/vercel.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=b081565957415aceb6262540323d21f6" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=8c9afdad294e04b3bc11c2f31be19be6" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=5b26f50faadd6dc81031c27b05e91029" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/gemini.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=b30037672d78b8a905fc9bd8cea3881a" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/gemini.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=854328982f6375ff51d91c38201d601d" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/livekit.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=7f3327c28b8285d4994a2cda7728127a" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/livekit.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=3ed132cb440eef616cd9b0c8e58a2e2a" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/pipecat.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=534b97ab177516ea867626573b910a1f" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/pipecat.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=8a960bd2dd1af895ea129098e49fc98b" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/claude.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=f34fa2c15cef4241d6897272c3451f79" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/claude.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=6bb2bf201cdd8cc3c54969a544e6f7d4" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=8c9afdad294e04b3bc11c2f31be19be6" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/openai.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=5b26f50faadd6dc81031c27b05e91029" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/opencode.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=039b08afa1d8a23ed2b4c177a73e7e12" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/opencode.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=36b409b8d376861487f766eb82067dd0" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/cursor.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=f37cf58888e3fd0d073a40c742beaf9e" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/cursor.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=0ffe23f9408b27d002cbf8a23b69a892" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/instructor.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=008904ea8c7da691885e5687674bda52" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/instructor.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=880e86e5957e4a54b6be55c77f133e85" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/n8n.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=5dc9bd4ceaeba538be6673c44d94cf88" 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-change-1791323909-75c753a/lUbWUf3QFfcepTkO/images/providers/dark/n8n.svg?fit=max&auto=format&n=lUbWUf3QFfcepTkO&q=85&s=9bb56746a5bf3cb75bff2f3f73f5eeec" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/pi.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=acc387d4851565ddd0f5424022ce06f3" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/pi.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=6b69dff86b9641ce22db680f8ced0538" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/temporal.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=c243249a6600680bfe3f9b49bcb99818" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/temporal.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=6b2cff9cb16a4528b2f3de56206d11f3" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/light/vscode.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=6c91d5f199defef5050b65af1ea40608" 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-change-1791323909-75c753a/p4zRbhf733WoWb9n/images/providers/dark/vscode.svg?fit=max&auto=format&n=p4zRbhf733WoWb9n&q=85&s=2fa596c38052eaadf06b02796086a48f" 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 your agent of choice 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>
