> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1788295275-64d0456.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

[LangSmith](https://smith.langchain.com?utm_source=docs\&utm_medium=cta\&utm_campaign=langsmith-signup\&utm_content=langsmith-integrations) provides integrations for a growing set of popular [LLM providers](#llm-providers) and [agent frameworks](#agent-frameworks) as well as [Deep Agents](/oss/python/deepagents/overview), [LangChain](/oss/python/langchain/overview), and [LangGraph](/oss/python/langgraph/overview). For setup and usage, refer to the guides listed on this page.

## LLM providers

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-bedrock" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/bedrock.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=5f99c72fc2a3c8af6ba4ef1a64c75b3f" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/bedrock.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=61572d0f3556576875dc5e69c6a4ed64" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/anthropic.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=d9cf80527d4ccc58eccc95b750561a01" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/anthropic.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=a8bd890ae9df6462c624e3dc9d771952" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/deepseek.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=1155bd45cb3fe1f626ce84dc22769113" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/deepseek.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=975adf9e692c113211cf9976628e2bd9" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/gemini.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=9ab565668e051e4eff971b9c8c1724cb" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/gemini.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=c19e377a8a6f09e05ecc284e98892e7b" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/litellm.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=6a491d88eb7496f1b1baa69dd9e6bf55" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/litellm.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=c4596e7bdb22c5c7e70b22cbdff911d2" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/mistral.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=6f18dbf0cb1e374437b2c5fde15ca76b" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/mistral.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=9cec5ec292edb664fc3d5377fb85ef8c" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=0c3facf617147ea0560e44870e8da183" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=2efa33c8b370c27c285e143684ff0e4e" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=0c3facf617147ea0560e44870e8da183" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=2efa33c8b370c27c285e143684ff0e4e" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/autogen.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=1829af4fa94a4750fba48dae8df1010a" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/autogen.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=49005aa298048a285dc1eeb2d4e3347c" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/claude.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=a9d766b563159475860947209f380d49" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/claude.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=cf275588756733ad016c4a35d49cf6b7" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/claude.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=a9d766b563159475860947209f380d49" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/claude.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=cf275588756733ad016c4a35d49cf6b7" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/crewai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=db24881ce5179de26c46cd474cb829c6" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/crewai.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=ff52902e96f239eaf8c55e39c53d734a" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/brand/docs-favicon.png?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=48569f1667b970d467e2d3b74210666b" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/googleadk.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=f1a318dcbf4959d0a19e6d0b1404d572" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/googleadk.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=5814ea4f5b7cadc3792e0504da2fbbab" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/brand/docs-favicon.png?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=48569f1667b970d467e2d3b74210666b" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/brand/docs-favicon.png?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=48569f1667b970d467e2d3b74210666b" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/mastra.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=86b6c9186f1b697ac19f4ea4257d9789" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/mastra.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=be44d2ad1dea6ec5fa0ded78ebb26c5a" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/microsoft.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=e80287a755eaf73627fae092500bd4f1" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/microsoft.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=e2ea10219a4e06bdfe89f9840fd75eca" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=0c3facf617147ea0560e44870e8da183" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=2efa33c8b370c27c285e143684ff0e4e" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=b5fd7e0193eecaee318940eb2fd8ed1c" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=4b338fb7e77eb7f0829dec2c85e5d8c2" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/pydanticai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=87f7e0cff15f585d284eab5a9c69f470" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=d00bcf252a848b39dab7ac4d64a7e56c" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/microsoft.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=e80287a755eaf73627fae092500bd4f1" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/microsoft.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=e2ea10219a4e06bdfe89f9840fd75eca" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/bedrock.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=5f99c72fc2a3c8af6ba4ef1a64c75b3f" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/bedrock.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=61572d0f3556576875dc5e69c6a4ed64" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/vercel.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=afbd32c5e22a7d433934b228c8ac7fa2" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/vercel.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=64dd24912096cd26b1b061eded9f978b" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=0c3facf617147ea0560e44870e8da183" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=2efa33c8b370c27c285e143684ff0e4e" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/gemini.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=9ab565668e051e4eff971b9c8c1724cb" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/gemini.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=c19e377a8a6f09e05ecc284e98892e7b" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/livekit.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=64d2bed631b8a6745f5587e8dd81dd69" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/livekit.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=4bb9c551aaeef52e968c6a7928c1c769" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/pipecat.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=24cfe758de3f9539c3a8044f4d09d917" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/pipecat.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=325cf17ed79e40facbd85ab986a804e7" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/claude.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=a9d766b563159475860947209f380d49" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/claude.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=cf275588756733ad016c4a35d49cf6b7" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=0c3facf617147ea0560e44870e8da183" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/openai.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=2efa33c8b370c27c285e143684ff0e4e" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/opencode.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=4226c51e74e36ecb1e041f586f699e7a" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/opencode.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=1913ac6eb9e48ba79b50bff0e6d8359a" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/cursor.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=df95ad6de879b9e60b17e2d67f53dd66" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/cursor.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=6998debc3bdebb3e687c72022186f986" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/instructor.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=6dfde85b2e4bf48173f6a19528633dcb" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/instructor.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=d5ebc2733966b10001f7e9d054089b83" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/n8n.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=7efaac54791abf0dcd5098623edde115" 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-opensw-1788295275-64d0456/41QYFWh7i2rVEWfs/images/providers/dark/n8n.svg?fit=max&auto=format&n=41QYFWh7i2rVEWfs&q=85&s=089e43d788f6985e91d3f10045be5a49" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/pi.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=2296db9e7a2b7bbacb1205138372ec75" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/pi.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=11459aa4609aacd9a4c4c19ca38622ce" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/temporal.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=2ce5cfcc2d624123652f286180ca10a5" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/temporal.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=28aed250e4839b6ec0811348b2641d59" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/light/vscode.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=89798854f7c05536c720c43f7375e232" 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-opensw-1788295275-64d0456/nrFItfbmgHeF7NNU/images/providers/dark/vscode.svg?fit=max&auto=format&n=nrFItfbmgHeF7NNU&q=85&s=7634a3d47c42224b9c82e29104fb62db" 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>
