> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-zhenur-1784267581-b4514c1.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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/bedrock.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=2bfbc1e103dd070a01444dbf2224af19" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/bedrock.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=8138ad46f6c2c7def570a0f415ee737e" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/anthropic.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=b89ff37c905df602f5f5f9e83e0a325e" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/anthropic.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=7c11c2053ecd14bf594bc1a40d04f015" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/deepseek.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=dcd96eee96aac6bedba9b40a74ddf45e" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/deepseek.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=9460e2a2298137e4c1e4ea96148295b6" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/gemini.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=959c4284c70c3be17fa1895bbe3a36a3" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/gemini.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=15866fa7e3c1136a58af086a08a4d8e0" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/litellm.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=a6c65f52470ec573f585b7bf8f2e2a95" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/litellm.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=f19c94db664497a49b976a1731a93b08" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/mistral.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=d8974eafc2e0845731813aada770f0fd" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/mistral.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=e6e104612bf5c019d7b888fa881016a7" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/openai.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=0472f4dbc5d4a3419d1a937150ba7569" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/openai.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=5f7fed4c77c71632fecce7248cc13680" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/openai.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=0472f4dbc5d4a3419d1a937150ba7569" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/openai.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=5f7fed4c77c71632fecce7248cc13680" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/autogen.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=35e9a63c1853ec544759b6a2329b7dd4" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/autogen.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=de3bc66f8eacebc32a75fdc57259c450" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/claude.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=be7d8b69f35b3e08b80d225feed614a4" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/claude.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=dc1cec85ccd05162322f1fd9b5e76a2c" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/crewai.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=a58220f98b4c6478080eec40ee9190e4" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/crewai.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=24a07c12e0cc5ebac5e0f9f592ddbc3b" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/brand/docs-favicon.png?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=e4e2191c7375a4e77201dbda8c3ebd45" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/googleadk.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=b1ce79d44c1aef841532995858d51483" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/googleadk.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=31bdf8dbe35d987580fbd3e55f9117c0" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/brand/docs-favicon.png?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=e4e2191c7375a4e77201dbda8c3ebd45" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/brand/docs-favicon.png?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=e4e2191c7375a4e77201dbda8c3ebd45" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/mastra.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=0eb80482364c16f1a5a0b5a72291f6a9" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/mastra.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=bfc5898fd9588b564f49f77f5197afb7" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/microsoft.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=a9f3287c4991130fa8e9bfbe6d19f379" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/microsoft.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=56605a5916be27990f9c57cfae2d17e7" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/openai.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=0472f4dbc5d4a3419d1a937150ba7569" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/openai.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=5f7fed4c77c71632fecce7248cc13680" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=f65562b13f0bf781547abf243631176b" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=a68f04d821e3b006ad83959d05451c01" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/pydanticai.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=f8767ded6817d89f7e524f946e5ada85" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=bbf8e827c94bc7eef065ce58f37f7416" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/microsoft.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=a9f3287c4991130fa8e9bfbe6d19f379" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/microsoft.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=56605a5916be27990f9c57cfae2d17e7" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/bedrock.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=2bfbc1e103dd070a01444dbf2224af19" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/bedrock.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=8138ad46f6c2c7def570a0f415ee737e" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/vercel.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=81ef2cc3963ccfaf1da6a7114ca9779d" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/vercel.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=d7e2ad77f97490ff64b754fae95d8c13" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/openai.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=0472f4dbc5d4a3419d1a937150ba7569" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/openai.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=5f7fed4c77c71632fecce7248cc13680" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/gemini.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=959c4284c70c3be17fa1895bbe3a36a3" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/gemini.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=15866fa7e3c1136a58af086a08a4d8e0" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/livekit.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=80a014d5f7d19312bc3df3ba0e3b9354" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/livekit.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=af0a717b2aa32e6dac70f8f7d6b63b90" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/pipecat.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=0d30cd070411f1f218c7e5037feb81b2" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/pipecat.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=9c4bf9f04d11a5e930a40ede2f9b958b" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/claude.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=be7d8b69f35b3e08b80d225feed614a4" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/claude.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=dc1cec85ccd05162322f1fd9b5e76a2c" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/openai.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=0472f4dbc5d4a3419d1a937150ba7569" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/openai.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=5f7fed4c77c71632fecce7248cc13680" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/opencode.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=5b9d0c83b2b66e4f1516f9de455810a6" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/opencode.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=760de34763560401cbcd8c149f608e69" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/cursor.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=616c18f7b2307d1036dbabadc4221bf4" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/cursor.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=2e5979f0c4ea455da2cb1f846a660b67" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/instructor.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=783819e0946e40b44dfa143403923a59" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/instructor.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=e9643d6e1791b433828ae1540fe94616" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/n8n.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=d11e14d4367d80b9b94fd3db88b7d792" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/n8n.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=2129dca288d85f00ff0865974324d6cf" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/pi.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=184f3416b5aac039774b5446a0694a44" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/pi.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=de78e29c3c7edc19c117b4157cba2afc" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/temporal.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=4d3148e190502231971d36a790b7f874" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/temporal.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=4ea65da4182fb879f7e5b8f24070b74a" 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-zhenur-1784267581-b4514c1/neO8pZQ-pxNa9oBc/images/providers/light/vscode.svg?fit=max&auto=format&n=neO8pZQ-pxNa9oBc&q=85&s=4425e99737d52a09425ebf7b518a90e3" 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-zhenur-1784267581-b4514c1/IQYBITYYfkhARoiw/images/providers/dark/vscode.svg?fit=max&auto=format&n=IQYBITYYfkhARoiw&q=85&s=8504e558c5ef03fe9bc3f03ad41b84cf" 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>
