> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1783449218-7296d22.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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/bedrock.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=195fea895a5ad056dce34a19fb17b233" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/bedrock.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=8dc5455adf464b437573a41610b9b2d5" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/anthropic.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=6428e218aac93f20d283f70aa4cb1a44" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/anthropic.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=ffafb3fe1b9af3b13a66b3667b3a2c43" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/deepseek.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=d1903c0e4df6b3d8121fed53f5ab2af9" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/deepseek.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=7b890e5c28e85688777fceeb361df3fe" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/gemini.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=cc632946acabfc8651cf4da0756be169" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/gemini.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=dbdd5643834f0f87d90ed8364ad8cdb8" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/litellm.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=04f3d29a8bddc12d04ad0d1c1d3d58bb" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/litellm.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=b353187a3724382adb206720cc508d36" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/mistral.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=1aa0d4037d70307467b33a40bf3a9a52" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/mistral.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=712126c931b0ed2389edeb6221ac4c53" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/openai.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=51e48076f823c960ceef5602a1df1865" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/openai.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=00306a39cc72fbaf8cc8757f32ea9d3c" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/openai.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=51e48076f823c960ceef5602a1df1865" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/openai.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=00306a39cc72fbaf8cc8757f32ea9d3c" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/autogen.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=c58201770889965994fed9460e49d1cc" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/autogen.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=87ba2b8ee74c6de61f7bc49ea1b18b37" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/claude.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=e2b49b42fd9d21998d776fdbcb5ede5d" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/claude.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=b36e78d6de95e3e91eb9839a7d825d8b" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/crewai.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=c96e245410a7cb2bb6a5e71eda6928d1" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/crewai.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=974827ec836cf4a83707504fb12e0e64" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/brand/docs-favicon.png?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=643bf50a6f7ea2bd5107d94687cb3f43" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/googleadk.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=968f93c3bb236e97f921d8ee40bd4d20" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/googleadk.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=21468181a792394d678987fac2d05c18" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/brand/docs-favicon.png?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=643bf50a6f7ea2bd5107d94687cb3f43" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/brand/docs-favicon.png?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=643bf50a6f7ea2bd5107d94687cb3f43" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/mastra.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=ccf1a8615b6863fc084f5f8256ccbdc8" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/mastra.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=775d89ca09caf81f4fdfd844bda32edd" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/microsoft.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=64ab30bcd4bdf7d6977a96dc08d60df9" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/microsoft.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=3ade58159cf86694715fa4ca7f779357" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/openai.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=51e48076f823c960ceef5602a1df1865" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/openai.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=00306a39cc72fbaf8cc8757f32ea9d3c" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=967fde687807ed616fb8d1fea13232ca" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=c19c20e30fbbc32d9bfc32936ee7a15e" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/pydanticai.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=39b9cb714416f514ae69a7e5c74fe909" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=fc3a857f6a381d798ab321eebbeae086" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/microsoft.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=64ab30bcd4bdf7d6977a96dc08d60df9" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/microsoft.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=3ade58159cf86694715fa4ca7f779357" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/bedrock.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=195fea895a5ad056dce34a19fb17b233" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/bedrock.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=8dc5455adf464b437573a41610b9b2d5" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/vercel.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=08bb25c4b9eff33bf5db0443b4431cf1" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/vercel.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=b4849d875e15be8ba1b6cfb57ccc0ed4" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/openai.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=51e48076f823c960ceef5602a1df1865" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/openai.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=00306a39cc72fbaf8cc8757f32ea9d3c" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/gemini.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=cc632946acabfc8651cf4da0756be169" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/gemini.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=dbdd5643834f0f87d90ed8364ad8cdb8" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/livekit.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=41ee09612546eb598fbb7dd9775d5611" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/livekit.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=d12248d1224eb2b5e8450c13b1e24c29" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/pipecat.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=27d3735aa3f50b851ebdd197fb40f9ab" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/pipecat.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=0c149b6eeed2bebdac8afbfaa16563ca" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/claude.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=e2b49b42fd9d21998d776fdbcb5ede5d" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/claude.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=b36e78d6de95e3e91eb9839a7d825d8b" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/openai.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=51e48076f823c960ceef5602a1df1865" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/openai.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=00306a39cc72fbaf8cc8757f32ea9d3c" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/opencode.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=b60f33e84254ad45c1987b1c460dbbb8" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/opencode.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=0b0b8b3cb4a0c3a9406d9b756e16de9d" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/cursor.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=d355f2fcdf4d0c26e5a0deeb712d4bcb" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/cursor.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=a4742a210feda8c7c5d207929cb68111" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/instructor.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=813828bc20dd6aef26a7bf921479e6ca" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/instructor.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=8c800d32c9bb92b7b9c5f6ecb93fb6ad" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/n8n.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=9d749d3a3404defc5c76bd76cfb65723" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/n8n.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=a39074187e73de440f8c88e860e9f2aa" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/pi.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=26d4eca4696e9fd18994281683385b64" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/pi.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=9ea05d4b44ebb772118427514513f47f" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/temporal.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=3999dc14416ee23f46920f6156c995c6" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/temporal.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=d06a7176c665a57e5edb2848c68312eb" alt="" 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-opensw-1783449218-7296d22/eU84uu1XVGXM7rgv/images/providers/light/vscode.svg?fit=max&auto=format&n=eU84uu1XVGXM7rgv&q=85&s=61b858474205cd5d3cca7dc6531ce7d1" alt="" 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-opensw-1783449218-7296d22/4qwDmkxgckRSiVen/images/providers/dark/vscode.svg?fit=max&auto=format&n=4qwDmkxgckRSiVen&q=85&s=ba1c43d25b94076c128b63d59e2b2f2b" alt="" 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>
