> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsfi-1784308120-df1be5b.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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/bedrock.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=bc461202711bbc75b4ef605da731df39" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/bedrock.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=a459200d7837fa10544cac659a10c81a" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/anthropic.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=b49ccf4cfaafe81e028e60c19be86bdd" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/anthropic.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=aca9048a9a48185e8768ff0915859a84" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/deepseek.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=8726dd4cf2bd24ebb92b84f0b2184228" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/deepseek.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=4d9f076b6a672105431f46e7d853a322" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/gemini.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=e5964ffe045482f37c568a575595c6b0" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/gemini.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=b448d09310b9738381a1b78c17bcb926" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/litellm.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=1b57af127911472d416ef8234efeb4a6" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/litellm.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=6659844159966afe19ed7054abf90c60" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/mistral.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=2468bf3283ea56ee4cbf6d5f3314230b" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/mistral.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=35441e737487373e89c0342f2cd518a6" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/openai.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=8f5dbfef15273c671e7c17cac21dd6e6" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/openai.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=7e953acd8f896eac78e4056a485821f8" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/openai.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=8f5dbfef15273c671e7c17cac21dd6e6" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/openai.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=7e953acd8f896eac78e4056a485821f8" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/autogen.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=0df27f775ec2d888a691c974cf324c49" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/autogen.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=aa57a917302ad6760ac955cd9e5d1de8" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/claude.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=4fa2e7e608051f2a8f6b218d291d844f" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/claude.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=9dfd0dec7b4c7ef5c050b0500a00aa0a" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/crewai.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=6d448967c7564dcff2ded8f874d1447b" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/crewai.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=11eddaa43dbf2e8fbc5fff292c71fd69" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/brand/docs-favicon.png?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=2637d4c8f695338339da0c8b2d598894" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/googleadk.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=5305911a19f9d6cb4c6e6664c5919879" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/googleadk.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=926c706f6a3466c7a6ae8febe49b2a0f" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/brand/docs-favicon.png?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=2637d4c8f695338339da0c8b2d598894" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/brand/docs-favicon.png?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=2637d4c8f695338339da0c8b2d598894" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/mastra.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=b501a6b36c5dcc9e5ba1bfef0130c91f" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/mastra.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=e5150b05c4da0e45ca3004439edd414f" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/microsoft.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=feb39bd3c79d8809e18dc29fb9bfc3d9" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/microsoft.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=617322310ba9944a363aa5164bdbac9d" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/openai.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=8f5dbfef15273c671e7c17cac21dd6e6" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/openai.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=7e953acd8f896eac78e4056a485821f8" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=32a0636725d8025a5e0eeffe1972e9ee" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=585762a254739767b5e23e2b567e4b4c" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/pydanticai.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=02ddfc0583f7e3cc1c4e15ceef0a6d2a" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=dc5c929df4cd47be65365258a649a225" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/microsoft.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=feb39bd3c79d8809e18dc29fb9bfc3d9" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/microsoft.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=617322310ba9944a363aa5164bdbac9d" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/bedrock.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=bc461202711bbc75b4ef605da731df39" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/bedrock.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=a459200d7837fa10544cac659a10c81a" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/vercel.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=92a800fa0fcd436705978d6817b5e659" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/vercel.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=15cd1cff71a14a54a285ef318f9903c6" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/openai.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=8f5dbfef15273c671e7c17cac21dd6e6" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/openai.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=7e953acd8f896eac78e4056a485821f8" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/gemini.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=e5964ffe045482f37c568a575595c6b0" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/gemini.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=b448d09310b9738381a1b78c17bcb926" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/livekit.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=a380d129258e4662ff18127edaa48b05" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/livekit.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=9bcd6b27e997513166ca93aad6e1bc86" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/pipecat.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=770590481ab6c29aa90a18f1899265ee" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/pipecat.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=93bb3fa15d7925ee6c0efd09664d0c21" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/claude.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=4fa2e7e608051f2a8f6b218d291d844f" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/claude.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=9dfd0dec7b4c7ef5c050b0500a00aa0a" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/openai.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=8f5dbfef15273c671e7c17cac21dd6e6" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/openai.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=7e953acd8f896eac78e4056a485821f8" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/opencode.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=80be21c55d469279ea25c875cdf71e5e" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/opencode.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=2a083f23244d048e54c537549add0575" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/cursor.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=25f435d07396cdb2aebb896b32d6c940" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/cursor.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=ee4c443b77df36d6e5ec74ec98c7c720" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/instructor.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=3a236d6e4ba4fefa74d8fb108bc920b3" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/instructor.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=81e96d8827cdfa7117c9a3dc26bcd68b" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/n8n.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=c9fc05bf7e299bb56f3202b1596e4d66" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/n8n.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=99a87bf550879a67717c9a1e58454d57" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/pi.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=2a1ef65fdaa2a18e419e27a823cf1541" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/pi.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=441537d2435b4aadd7c6b9c22b5516c9" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/temporal.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=ede8614a308e02b86a47e1c219a6be88" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/temporal.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=23a42017220c95b03d9fbd3adc99a64b" 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-docsfi-1784308120-df1be5b/VPWYsq5sPxDGDcLZ/images/providers/light/vscode.svg?fit=max&auto=format&n=VPWYsq5sPxDGDcLZ&q=85&s=23a310099ee59cd446e9ea0819773452" 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-docsfi-1784308120-df1be5b/izEQ7JZh3hjqP0NX/images/providers/dark/vscode.svg?fit=max&auto=format&n=izEQ7JZh3hjqP0NX&q=85&s=35b02ba090b08cdcda8f72943fa00b09" 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>
