> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-mdrxyd-1787874960-e422c7e.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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/bedrock.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=f1ddddfcbf58e3960955ca1f73d5ab53" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/bedrock.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=284ecd0612e4543ff00c3114a003a2b9" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/anthropic.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=ec9ea5ea5b5d28c577a774bad4cadf41" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/anthropic.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=67257aa6ba4c889c9c74cf4dee3bc404" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/deepseek.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=b2b8e7eb36e33d55766b1fb673ab0846" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/deepseek.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=dc3d46847acc48b472ab39749a24876b" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/gemini.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=dcb9e12746e524a0372e4a21b120e6fe" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/gemini.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=ffdab3f30f8ae289a347da8ec796921f" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/litellm.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=89d1359412be239737a87512a528793f" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/litellm.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=c0f8bb2c74bc44f904cef2c49664de19" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/mistral.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=4a7f8307a2c31a54579ea9f3c5b7f625" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/mistral.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=01dfa7142e14c0cd3647e9220769a46f" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=abefa3c5de269b5df269a0369f4f6a95" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=023fb9e0d928cac3c3c57885f278c0c4" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=abefa3c5de269b5df269a0369f4f6a95" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=023fb9e0d928cac3c3c57885f278c0c4" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/autogen.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=6d694c76b059b520232497e59e25a1af" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/autogen.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=49c1ebae8f6f62a8fc7e1ee935fb0c07" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/claude.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=a840980f7d8a8dc7c5cd54a6cdf296c7" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/claude.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=f1b3b7587c4d3102df341211c4715923" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

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

  <a href="/langsmith/trace-with-claude-managed-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/claude.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=a840980f7d8a8dc7c5cd54a6cdf296c7" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/claude.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=f1b3b7587c4d3102df341211c4715923" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Managed Agents</span>
  </a>

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/crewai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=aaa3626327bdabaefa4b6b2b97a0662f" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/crewai.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=96333489ebb5d03948f328c24c09f1c1" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/brand/docs-favicon.png?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=6e14fd8906968d2aeb6537d45fca247e" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/googleadk.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=1c5e56a17e0b0a5a24c4a088fa24a575" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/googleadk.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=159b60562d3bad93205ab04569298bf2" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/brand/docs-favicon.png?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=6e14fd8906968d2aeb6537d45fca247e" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/brand/docs-favicon.png?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=6e14fd8906968d2aeb6537d45fca247e" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/mastra.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=bb3d9a6620d4b3ccda39f6cf9078127d" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/mastra.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=31a6e1bd9c26625318dc8ae496eb5c48" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/microsoft.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=77b14a649767fef65ec2dccaf07bee72" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/microsoft.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=93dbc37f0943b78408f52ed97a3cd49f" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=abefa3c5de269b5df269a0369f4f6a95" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=023fb9e0d928cac3c3c57885f278c0c4" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=9ffce2568db487aedad0ed907e4411ca" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=879c469101c951799f2bc95db46d90d0" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/pydanticai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=f8e2025f13cd75ff2ccb17dc915d1081" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=2a1f9d5d27a6cd21d2a23743977b9464" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/microsoft.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=77b14a649767fef65ec2dccaf07bee72" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/microsoft.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=93dbc37f0943b78408f52ed97a3cd49f" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/bedrock.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=f1ddddfcbf58e3960955ca1f73d5ab53" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/bedrock.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=284ecd0612e4543ff00c3114a003a2b9" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/vercel.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=86f342eaf42371f4f2c25c5926854a3d" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/vercel.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=2fac4be1c0db97e03958b7a4ec989f23" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=abefa3c5de269b5df269a0369f4f6a95" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=023fb9e0d928cac3c3c57885f278c0c4" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/gemini.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=dcb9e12746e524a0372e4a21b120e6fe" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/gemini.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=ffdab3f30f8ae289a347da8ec796921f" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/livekit.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=715da563b9e7e49fcf1550f2ff6cdd25" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/livekit.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=153dbf625d7a71d4ff0fe1b3758bac23" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/pipecat.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=3d6c5bda9643b93c3657fbfb7d782886" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/pipecat.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=e57221d2e88cb0a5dd1f182ad2d82ad6" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/claude.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=a840980f7d8a8dc7c5cd54a6cdf296c7" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/claude.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=f1b3b7587c4d3102df341211c4715923" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=abefa3c5de269b5df269a0369f4f6a95" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/openai.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=023fb9e0d928cac3c3c57885f278c0c4" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/opencode.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=61b3cf2fe26e1167c1fdaf50d18cf58a" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/opencode.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=f4f63144fce23056d705e9d705222bab" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/cursor.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=2894bb2eb41db4b58eb3822987b94403" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/cursor.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=6444e82357d9629c10e156b23d646f7c" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/instructor.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=6f64120a540211efd7ec28bb3e4a37cb" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/instructor.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=83283d5ee48c751f10ee39116ae4d98e" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/n8n.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=17e75cb4b5647d49e2b076c20aa3167f" 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-mdrxyd-1787874960-e422c7e/GMudGq5gQB1TAKib/images/providers/dark/n8n.svg?fit=max&auto=format&n=GMudGq5gQB1TAKib&q=85&s=0bcbeddd5cc34a678e9b917354d82643" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/pi.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=2f5b7ac461d5b35b1f2195fee618df92" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/pi.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=41f6171d7a009d28381dfd62197cbe1c" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/temporal.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=5637d9b7fb33b8d0b168609340dc9e7b" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/temporal.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=6c3b8ad78c6b326ccae6ce72be6caa8f" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/light/vscode.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=dcbb4e614a52619b6834b09892f08868" 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-mdrxyd-1787874960-e422c7e/NvMNRTt_7FSSsmYr/images/providers/dark/vscode.svg?fit=max&auto=format&n=NvMNRTt_7FSSsmYr&q=85&s=5bfa3f84f38151dd25ba307edad9b2fb" 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>
