> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-sineha-1783732909-9486b1c.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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/bedrock.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=d0f75b0bd45a6bd934fefbccb64332a5" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/bedrock.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=2ff909424f6d668b143eacce352d315e" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/anthropic.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=798b2d65f32c58480c7bbb7e894a369c" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/anthropic.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=9bcc066db64d7a9fa90391b17c92cc17" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/deepseek.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=f40298fb964e6035ab4396d1a371e301" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/deepseek.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=01b27c934bd145a3738ed36dc030fb5f" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/gemini.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=f059783d204f22f0b26287220a5cf9a7" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/gemini.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=f220e190f439818a5e755ad13e0d7674" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/litellm.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=970bdd7602a190925af7b2545331c038" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/litellm.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=713c88e2009bcdae5dd0627f4d0ec556" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/mistral.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=16bd79b49ef5f94a445b134ec1cb0f8a" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/mistral.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=2c8ae80630ab9cbd5bc8f2f4bb43e6cd" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/openai.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=8843488c3b5ace9805cb7952377cd887" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/openai.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=221fc7f285d5c165933a353e3d25f6d5" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/openai.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=8843488c3b5ace9805cb7952377cd887" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/openai.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=221fc7f285d5c165933a353e3d25f6d5" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/autogen.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=e6ef49736ca8240032c7fca8fcb2987d" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/autogen.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=c8dd892698c2350e55395e7982c13448" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/claude.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=d088b19c318d54f1b5b8c65929cb5e5d" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/claude.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=15b3d3f7096f1fcf22c3233f9b3b95c5" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/crewai.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=354110ab7cbb09034b9b7641b58f8c80" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/crewai.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=8731caf07a9bf963473f13896412a264" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/brand/docs-favicon.png?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=8e4cb7558ad0e08b6e3e329ce2bf08d2" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/googleadk.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=9abb762299ce00dd74656db10896bb8f" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/googleadk.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=2eb1b807e67148351d47e638af2704a4" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/brand/docs-favicon.png?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=8e4cb7558ad0e08b6e3e329ce2bf08d2" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/brand/docs-favicon.png?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=8e4cb7558ad0e08b6e3e329ce2bf08d2" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/mastra.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=8e4b6775df8eca407b54bdf531ecd285" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/mastra.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=33f1ab6fcd431af842a5b1b15c2aa2c5" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/microsoft.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=5cde589cacaab59e8766cb9295462d1b" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/microsoft.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=08451633b8ee9216cd57115f03b1abe4" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/openai.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=8843488c3b5ace9805cb7952377cd887" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/openai.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=221fc7f285d5c165933a353e3d25f6d5" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=bcb6d0d7f465f471ed07ddc189335c36" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=be5f9ba1d20507eb1b327c6d654e2dcd" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/pydanticai.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=2f6933137e6b23349979d8fd5d79d260" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=cd1fc72ae3bdd337ee72030e8f367330" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/microsoft.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=5cde589cacaab59e8766cb9295462d1b" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/microsoft.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=08451633b8ee9216cd57115f03b1abe4" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/bedrock.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=d0f75b0bd45a6bd934fefbccb64332a5" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/bedrock.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=2ff909424f6d668b143eacce352d315e" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/vercel.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=43907043b433d09d33f136ba0286b76f" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/vercel.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=0955fe6c4bd3665d70b9f6047273fa7c" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/openai.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=8843488c3b5ace9805cb7952377cd887" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/openai.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=221fc7f285d5c165933a353e3d25f6d5" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/gemini.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=f059783d204f22f0b26287220a5cf9a7" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/gemini.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=f220e190f439818a5e755ad13e0d7674" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/livekit.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=bb5eb9f353d1f5d50b55fa760b15b35b" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/livekit.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=4c9422867b27c9aebc7ef909d9a9b16f" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/pipecat.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=58d6f7fb9a586c496eb2273ca36547a9" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/pipecat.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=58b6dbd67efb8ed0d6c3e35e595d8323" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/claude.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=d088b19c318d54f1b5b8c65929cb5e5d" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/claude.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=15b3d3f7096f1fcf22c3233f9b3b95c5" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/openai.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=8843488c3b5ace9805cb7952377cd887" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/openai.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=221fc7f285d5c165933a353e3d25f6d5" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/opencode.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=05b0d59d66d41567d5e3eb64d356a884" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/opencode.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=7ad5df51951f61d42d9310c8d6bab055" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/cursor.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=7492a2b5894e7187b085aee25fb1f540" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/cursor.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=c5d090cdb954a503c9ac620cae90b313" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/instructor.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=e9058bfc60baab059f5ee33863485927" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/instructor.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=47efa43ee3009e8d0ad0c8d02814f991" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/n8n.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=a4ef758139b02fdb59dd07ad1b565ab9" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/n8n.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=403960bae7d151d9c8906a6ae38fe1bb" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/pi.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=53455711aa2e1145aab17c20e07c7fc9" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/pi.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=908ad90cbd8477f3326aa0f2bb56c0af" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/temporal.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=f353c6fb888aebb88a8124ecff52d174" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/temporal.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=27d5d732d5ab492ba1ffdcd5f5577891" alt="" 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-sineha-1783732909-9486b1c/JTKBNReeiTc9FGsR/images/providers/light/vscode.svg?fit=max&auto=format&n=JTKBNReeiTc9FGsR&q=85&s=6eb7f78b70228c9b6ff82c8547215d6a" alt="" 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-sineha-1783732909-9486b1c/m3ZDULzGUh3lKf4o/images/providers/dark/vscode.svg?fit=max&auto=format&n=m3ZDULzGUh3lKf4o&q=85&s=493b2d7de8361e6ab492c9bd5377ff90" alt="" 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>
