> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-change-1788310718-88a9fe5.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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/bedrock.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=373132b30f722bca4dcd856296a1f861" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/bedrock.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=c1b7502382b4c755a75da9b35bd33c46" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/anthropic.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=336a89eecdc8e675283b0371ff74de9b" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/anthropic.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=6098df366314877d57e9068598b226ed" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/deepseek.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=7549a1cf55e9473f19617ce0b4e7535d" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/deepseek.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=0a3952c097a0006e5f7fefc135f7bea5" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/gemini.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=acf8744c61e3f4b4b2ffb7acf55ddd50" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/gemini.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=6b968ebe0fcc459f459a55b34beb282a" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/litellm.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=2db6079f9579ca3e2c67ffd1b76cbd1c" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/litellm.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=72c5cf678e2f9665e732bb1505d3236a" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/mistral.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=9e5c57cb77e4689aeff3c77b87c52468" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/mistral.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=79fcac18cc568d389c194bf086421fb5" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=515f84153d04397bb9f14aba789a7e27" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=6dea737979ad3f4c596103c5c713d338" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=515f84153d04397bb9f14aba789a7e27" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=6dea737979ad3f4c596103c5c713d338" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/autogen.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=4c2f49180fb55e3cb5e4b7ac8eb995fd" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/autogen.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=bb3c9d170bb268ca8b789a18a9d689ff" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/claude.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=e1fd0806c371da4e0c4241daa8cea438" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/claude.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=c2c252922aa8c3244dd09f69331df951" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/claude.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=e1fd0806c371da4e0c4241daa8cea438" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/claude.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=c2c252922aa8c3244dd09f69331df951" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/crewai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=3d1ca103ae35b95f493e383b36add754" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/crewai.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=0c2a0b7d56e6b8987c5933bf903c0b6b" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/brand/docs-favicon.png?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=ee64747cb9054ae5ed7f09cdc0d9a5f4" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/googleadk.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=0971d0b8eef58e9553eaaef94c6ad51b" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/googleadk.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=f068d99a1a7aa33e38388c6feb3edfc9" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/brand/docs-favicon.png?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=ee64747cb9054ae5ed7f09cdc0d9a5f4" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/brand/docs-favicon.png?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=ee64747cb9054ae5ed7f09cdc0d9a5f4" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/mastra.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=4442bf3b9c34acd90bfe65b9b5a754e3" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/mastra.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=8ebd5a0f3442f0566c891a5c5823666c" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/microsoft.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=1d08862f74e18c0b32fb293e519ab86e" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/microsoft.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=60b38af4955f6468fbadd6664ed44b46" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=515f84153d04397bb9f14aba789a7e27" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=6dea737979ad3f4c596103c5c713d338" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=701f2ed2a7a0a44ac3a3ee87b9430995" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=27cd4b1ac6a883491fed2d25ecde8cff" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/pydanticai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=2b22416a77eb99e9c444f44c30022bd5" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=48a3c87dfacc98bfc3ea725ca6c16e45" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/microsoft.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=1d08862f74e18c0b32fb293e519ab86e" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/microsoft.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=60b38af4955f6468fbadd6664ed44b46" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/bedrock.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=373132b30f722bca4dcd856296a1f861" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/bedrock.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=c1b7502382b4c755a75da9b35bd33c46" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/vercel.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=5ed07e1eca5caa210eef4b6783c77854" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/vercel.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=b5ac4c6a566690213630f2b6a43a4c65" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=515f84153d04397bb9f14aba789a7e27" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=6dea737979ad3f4c596103c5c713d338" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/gemini.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=acf8744c61e3f4b4b2ffb7acf55ddd50" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/gemini.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=6b968ebe0fcc459f459a55b34beb282a" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/livekit.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=119dad9c24717082832fe7873387b307" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/livekit.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=56a48f953d6823a6508506ff7531ec0a" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/pipecat.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=0fbaf80344f32f29f7f17658f85fc515" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/pipecat.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=a8b56f4ef3f3adb1d3741db309ff6a70" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/claude.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=e1fd0806c371da4e0c4241daa8cea438" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/claude.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=c2c252922aa8c3244dd09f69331df951" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=515f84153d04397bb9f14aba789a7e27" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/openai.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=6dea737979ad3f4c596103c5c713d338" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/opencode.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=91a7c3acc6ba1c553fe0f245527cadf0" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/opencode.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=630840b85717304c8cc8ec2f69b25298" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/cursor.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=7e1fc2cea703cf5acd959ad319c847ff" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/cursor.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=1c1e9bba459ef92571d5a50e7b50a7b0" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/instructor.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=9a83518d1aa0000e453fed71d3a41ff1" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/instructor.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=64291198c20f72fee512d2b6ba2d673e" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/n8n.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=74ed316f94e74bd056726a2f4779c0a4" 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-1788310718-88a9fe5/ebL-52sYre2Kfz-o/images/providers/dark/n8n.svg?fit=max&auto=format&n=ebL-52sYre2Kfz-o&q=85&s=60d23f3c1ffc3fa180f79bf342af081a" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/pi.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=7fac66837db4538dfafae529d054bb28" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/pi.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=24d9c2333e186616fcd2aecae2514aaa" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/temporal.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=a563cf2f3ae07a3c924ddbb93e4745a1" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/temporal.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=ccfd3017d97e5ef2adf3bc7407fbd1d3" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/light/vscode.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=83232c53b2bc123408e69d061d607313" 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-1788310718-88a9fe5/TWIH198ApCc1SPZw/images/providers/dark/vscode.svg?fit=max&auto=format&n=TWIH198ApCc1SPZw&q=85&s=0f912ecae92657105ef2fe3c5e95a042" 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>
