> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-wbbrad-1784329971-1348faf.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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/bedrock.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=dfb4037f7f9338da6577c95b3d835600" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/bedrock.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=571ac0b604593d5ceb0aa43043e786b2" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/anthropic.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=7f5ccf67f4d20e22fef79d1755b43925" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/anthropic.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=02fe3e44188182c9d88146c69a68b196" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/deepseek.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=93ae7bda6052448a2fad6a74e5d376f6" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/deepseek.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=651647da17707ba1a4b49ed59d2eb6fc" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/gemini.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=0ed4325f1284cb7446f590a41f63d4a3" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/gemini.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=069d4809e39ef9c70cc6851b76bfd34c" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/litellm.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=0e5205c187f3df16d16d42db26f739fd" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/litellm.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=3cd19d8fd93cee5e1ed147ee6e98e8da" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/mistral.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=a9830ba181d3f5272900c072bfe06539" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/mistral.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=7124d56f33b700a6bbac66bf608fdd47" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/openai.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=cab92be0146d455742302904162b0d51" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/openai.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=d8bb93bc07bb0b0bc32848a99552ed6b" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/openai.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=cab92be0146d455742302904162b0d51" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/openai.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=d8bb93bc07bb0b0bc32848a99552ed6b" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/autogen.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=62dfefd61a89bdc039fe1680a913fe5c" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/autogen.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=275ebd5cf0f90810f18087c9efcc9fa7" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/claude.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=31a58dec3ae43290cb19adf239fc7ca5" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/claude.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=092bfe77cf432c6b7f46b5e060d600bb" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/crewai.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=efcbeaba95194c32dcf4fbc466235cec" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/crewai.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=20f922f04885292153e65b5dba2f9ee1" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/brand/docs-favicon.png?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=d9d8a20e1b731902f064a303b66fce48" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/googleadk.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=8f4950248341edd22596ae1ed0d4fd97" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/googleadk.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=10d05b34f05a8b586926aad7ee57b2da" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/brand/docs-favicon.png?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=d9d8a20e1b731902f064a303b66fce48" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/brand/docs-favicon.png?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=d9d8a20e1b731902f064a303b66fce48" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/mastra.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=65d25c0b4059288c2377b28b2fb56c07" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/mastra.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=6f06434752b6967ca4ac9a64830c51ef" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/microsoft.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=aead1647356c3899583e4993a8b611b7" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/microsoft.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=e919d6ccceb1131da0d27d49a1e89d46" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/openai.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=cab92be0146d455742302904162b0d51" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/openai.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=d8bb93bc07bb0b0bc32848a99552ed6b" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=f71927cc8690c7fe37bfe5a375f2aacc" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=e851b431637be8818bc40d08face1ced" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/pydanticai.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=00dd6cf18178f8b16367905fd97a2fcc" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=f6f68698f60c31c3b7060d5cf0afcf4a" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/microsoft.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=aead1647356c3899583e4993a8b611b7" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/microsoft.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=e919d6ccceb1131da0d27d49a1e89d46" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/bedrock.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=dfb4037f7f9338da6577c95b3d835600" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/bedrock.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=571ac0b604593d5ceb0aa43043e786b2" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/vercel.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=ace5b4848155dc388e9d91f92f8504a4" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/vercel.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=105b40c258c86964a5eba2092440ae3d" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/openai.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=cab92be0146d455742302904162b0d51" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/openai.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=d8bb93bc07bb0b0bc32848a99552ed6b" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/gemini.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=0ed4325f1284cb7446f590a41f63d4a3" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/gemini.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=069d4809e39ef9c70cc6851b76bfd34c" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/livekit.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=e6f618f22b01a4c1215ea5a9e3a677dd" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/livekit.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=fbd168502736f97e71e285b137739326" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/pipecat.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=c475d9ae38a874e0930dcd55daf246e3" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/pipecat.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=a535bbc2c8c4ddb700f4c74928a8b91d" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/claude.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=31a58dec3ae43290cb19adf239fc7ca5" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/claude.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=092bfe77cf432c6b7f46b5e060d600bb" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/openai.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=cab92be0146d455742302904162b0d51" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/openai.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=d8bb93bc07bb0b0bc32848a99552ed6b" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/opencode.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=7eb6046278827607a1135fb3e4f150c4" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/opencode.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=3cc5b41fb0416b1a2f679dc2e531b745" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/cursor.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=e3333f6d37d08746ed726185cf627f01" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/cursor.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=1ff02dab55dd006f905239ca7f3abd0a" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/instructor.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=41180b1c7b897efae17f76827608bd91" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/instructor.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=2d7f22f263fbe808528039f1e2ed0768" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/n8n.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=37f0f22d0348189a068064e7668f48a4" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/n8n.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=7cd179b094c6a46c282ee8f3bcf5acab" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/pi.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=77f655f9e200666d801c2876ec22f74d" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/pi.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=4e858c2b218fb9ee9580a3b64b4316a3" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/temporal.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=665dd3bcfe471a9d601b0d293618ed0e" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/temporal.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=019c2c77f1cb3568e99bccb5b01ee612" 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-wbbrad-1784329971-1348faf/GrtGXHFlGdCGjEB3/images/providers/light/vscode.svg?fit=max&auto=format&n=GrtGXHFlGdCGjEB3&q=85&s=d64b51071840404a3503e7dc24a69ea9" 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-wbbrad-1784329971-1348faf/xxM5T8eAni3ArBUc/images/providers/dark/vscode.svg?fit=max&auto=format&n=xxM5T8eAni3ArBUc&q=85&s=5b9c2f15378c8669542b008acba1fe53" 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>
