> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1784232316-f00b15e.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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/bedrock.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=ede4cc60b1308b406359a7bba4ae6f9d" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/bedrock.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=3de13da14ae7809f1760a33506537f5b" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/anthropic.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=5d4f748a670a45d2050422f527235a1c" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/anthropic.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=f4455ef98a7e8f1eae1da656d49068dd" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/deepseek.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=5a9ec5150676cae30a3422ed2a43c5ea" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/deepseek.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=b84eb5ccf34c6741e1a3ba0ca186b5a3" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/gemini.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=2c3fd479e7e411b99ee33336a61e29b7" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/gemini.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=9fcd8227ff76aa527caba652de789518" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/litellm.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=2a24bf0117b5202223a2220bf50bbd38" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/litellm.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=4c5a00a83e9ae637a794a66c4446562b" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/mistral.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=9589277e3b25154c1d0ff645be4194f5" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/mistral.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=f1e8cc5e1dd05c0cb56623791bf0ce8b" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/openai.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=351433a5873a5c9214486287d31a45ec" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/openai.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=034a747f676f9a486a430cae621e78d6" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/openai.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=351433a5873a5c9214486287d31a45ec" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/openai.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=034a747f676f9a486a430cae621e78d6" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/autogen.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=0c5703b0b0cda36fbe1208d78f6a9908" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/autogen.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=13195961d87ba9759bd70054141625ab" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/claude.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=67d952c9fa18cda496cb78653235ce1e" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/claude.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=da4b1db3c3015c5c9905bf6aeddf1ea6" 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-opensw-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/crewai.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=205941649ebe4f071aad23a891c805a2" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/crewai.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=af2ebb7bc2fd87b1ce7cef05186125e1" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/brand/docs-favicon.png?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=b26fac70117272f9dd8ba0d6e632d58d" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/googleadk.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=104600883409179355cab2846a84a909" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/googleadk.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=26137b4b1c98c209fe03585c8b392467" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/brand/docs-favicon.png?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=b26fac70117272f9dd8ba0d6e632d58d" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/brand/docs-favicon.png?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=b26fac70117272f9dd8ba0d6e632d58d" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/mastra.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=669a9b21224868f0e2161daf9d81d0af" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/mastra.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=e70c4ab2ef77577c8d9ba93185214625" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/microsoft.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=b3ae2d184e226cde29c190c260b05cb0" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/microsoft.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=29b789ade4c33421a65a04a4a2a25f3d" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/openai.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=351433a5873a5c9214486287d31a45ec" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/openai.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=034a747f676f9a486a430cae621e78d6" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=ee5d1ade7c2b77d7e6882f59268a34e9" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=927a9db35d4c30a067cc292c20e3b437" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/pydanticai.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=5d853bac9752c483b716042af8fcb90a" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=92f795b4ac57d490a60ba8698ddaaf6f" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/microsoft.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=b3ae2d184e226cde29c190c260b05cb0" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/microsoft.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=29b789ade4c33421a65a04a4a2a25f3d" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/bedrock.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=ede4cc60b1308b406359a7bba4ae6f9d" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/bedrock.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=3de13da14ae7809f1760a33506537f5b" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/vercel.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=8508c96a28ae999150be1004f7b94836" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/vercel.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=7238e3f648c6c7784415d0f94398740d" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/openai.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=351433a5873a5c9214486287d31a45ec" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/openai.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=034a747f676f9a486a430cae621e78d6" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/gemini.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=2c3fd479e7e411b99ee33336a61e29b7" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/gemini.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=9fcd8227ff76aa527caba652de789518" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/livekit.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=e8b7ad69d7fe8b4edecbc7ba326348a4" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/livekit.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=59650e9c49265c57e3bbf4ad3ff3921b" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/pipecat.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=7bdd8e69c7ee23461f7fcebb7ab2eead" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/pipecat.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=4523b29dc20a1870382b2c1ba525bb45" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/claude.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=67d952c9fa18cda496cb78653235ce1e" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/claude.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=da4b1db3c3015c5c9905bf6aeddf1ea6" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/openai.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=351433a5873a5c9214486287d31a45ec" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/openai.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=034a747f676f9a486a430cae621e78d6" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/opencode.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=4a7fd908ace9a8c6e02365458f424b43" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/opencode.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=8d91a6d3ee42d7620f70130dbd182da0" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/cursor.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=b7f185b2dc9e9bd3b0130462fc83a55c" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/cursor.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=b716735f0553fcd6ecd878ffce271d9e" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/instructor.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=ed10e20d9885643706f9693c7fd70de3" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/instructor.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=533d12dd383ff4da08927e485524ad9d" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/n8n.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=c723a43ebf18f1a1598073f33df81645" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/n8n.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=181fff8228b9fe869cd9fb2be5b0a629" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/pi.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=79cae4abd35818a8d8a6ffa0e8480754" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/pi.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=fbddfa16daccc1f1547c95405885c94c" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/temporal.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=fd76deb2bc7032c5cc1ab046228de793" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/temporal.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=a7522ad0f069c298be281387edb50268" 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-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/vscode.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=da12e87dd5c375e8836059983c60f5fe" 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-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/vscode.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=76bbea3f7d0e7c8b29220ba7275276f0" 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>
