> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsdc-1784841011-9449b82.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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/bedrock.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=e908b142a6d7f2604c21ee1e54bdb9e5" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/bedrock.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=a1c19c61d081251bb354be15622623bc" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/anthropic.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=8e4e77b82ce682eaccefbe307cedc16c" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/anthropic.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=0d4c8680e6671c3d89a2e6ffb864a324" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/deepseek.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=cf0493c297235549d6e7e40d449678c2" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/deepseek.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=153ab45f8722a9cb2ec436cdefeab1f0" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/gemini.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d997f45f662ad83a863f5f53c0826a64" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/gemini.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=c6455191fb59e1d97600f11bf5e3ad9e" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/litellm.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=f15442a032fce350e65f9c1ff0c19997" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/litellm.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=29dd9064c5a9afd4020e68cd11599e70" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/mistral.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d8e8f7bb6ccc784399c1d737fc21c261" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/mistral.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=4cf72d646411fa266b17bfc2bd4e6371" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/openai.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d4d78c81ca43600f22c4505871998749" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/openai.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=d3604a1e21c35be7ab3055d5391c4239" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/openai.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d4d78c81ca43600f22c4505871998749" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/openai.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=d3604a1e21c35be7ab3055d5391c4239" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/autogen.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=6597172c340a0f9ce04ccb68135cdf17" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/autogen.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=f11c0d3bad7a1f9acaff54d0630b4cdd" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/claude.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=9945bdaf21f72960275edb4b1e630ed8" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/claude.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=1d70d1252857b473a7bc0764d2580f1a" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

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

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/crewai.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=9357be3ae559e722ab05c977c0526799" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/crewai.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=156c14b93b303866fd2f104dea422e34" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/brand/docs-favicon.png?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=423bfc3aa4590117a01cb2f9522a4763" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/googleadk.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=c8ee55efa9c36b4b1028cf976ab7f4e6" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/googleadk.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=030a9588dea4cba0e709604742308db1" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/brand/docs-favicon.png?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=423bfc3aa4590117a01cb2f9522a4763" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/brand/docs-favicon.png?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=423bfc3aa4590117a01cb2f9522a4763" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/mastra.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=04f2e49995705e1362bc798f9986498c" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/mastra.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=07271d3cd1b5d6632872728d2858b97d" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/microsoft.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d255eb26074ccfe2981e50a8d1db8b39" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/microsoft.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=3713bbc6c28781724fa0751f48bf93db" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/openai.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d4d78c81ca43600f22c4505871998749" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/openai.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=d3604a1e21c35be7ab3055d5391c4239" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=7f8cbbb29bbf70f7eca3afbfc405641b" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=908943cf27fa201e4f4a58911d2a76c3" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/pydanticai.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=5ccfad84a5ade868cf464d615cb663bb" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=4b2ac90341cf6157ddb76ee218af6b69" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/microsoft.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d255eb26074ccfe2981e50a8d1db8b39" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/microsoft.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=3713bbc6c28781724fa0751f48bf93db" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/bedrock.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=e908b142a6d7f2604c21ee1e54bdb9e5" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/bedrock.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=a1c19c61d081251bb354be15622623bc" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/vercel.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=ad1af8b843d85f01b5e872b23b99bd2f" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/vercel.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=a4785ff85a32c659eb0fbefbdf05b45b" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/openai.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d4d78c81ca43600f22c4505871998749" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/openai.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=d3604a1e21c35be7ab3055d5391c4239" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/gemini.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d997f45f662ad83a863f5f53c0826a64" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/gemini.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=c6455191fb59e1d97600f11bf5e3ad9e" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/livekit.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=a81c64e454e0cd1997a736cba74221a4" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/livekit.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=ebb486c9237e52947c7fd4f84564f41f" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/pipecat.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=59ee36be541572002b235fd04540d5bd" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/pipecat.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=76f633a90a32229a501971918b01d766" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/claude.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=9945bdaf21f72960275edb4b1e630ed8" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/claude.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=1d70d1252857b473a7bc0764d2580f1a" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/openai.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d4d78c81ca43600f22c4505871998749" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/openai.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=d3604a1e21c35be7ab3055d5391c4239" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/opencode.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=52eb6fd8a40bd784bbd164a00a52065e" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/opencode.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=5701e685144f9ffc6d3d190b22e38e10" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/cursor.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=c71965738f924480f41de1721cf45e66" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/cursor.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=68ae3e81bca6fc5f4b4d2b81b5e0d474" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/instructor.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=481e4552312049a72dc334f0bf807601" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/instructor.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=c2541edd4f9a034c2c5b7ae88428b617" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/n8n.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=fa6cdf197201c35bb4fbe8275e5c01b3" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/n8n.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=0dcd59e9bf656d3ccc1442565ec5b48c" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/pi.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=37def5f2a8e37d2d44db80e2ee314370" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/pi.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=dc33235f7988692c59f8bc7d1502071b" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/temporal.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=d72a2c1563f9078cdd61cb416aca6034" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/temporal.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=e7304851011b04514bc60610bb2c72a5" 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/vscode.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=2e48ccd00d5199fba23029052f3c64ff" 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/vscode.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=a3b1a4aca1ee542f257b5f34f9f8ca78" 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.
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  <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>
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