> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsop-1783712953-3d6265d.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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/bedrock.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=dc6babd4a597e708f4783da56e9fdb3f" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/bedrock.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=9f4d0de0a40fd8ca3b0a0d0f07e82db0" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/anthropic.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=4cfafb5b61453194b296a11d8eb2a9a3" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/anthropic.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=55426520360334b8a54743338722bdbe" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/deepseek.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=1e1d3fb240c2ffc279dcae64e6ead842" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/deepseek.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=193dd9b6bb5ca97950033c4243df24c6" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/gemini.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=e946328b206a3fb359ad793dc9bbb79c" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/gemini.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=1406a3212f63867a52cc26d33ff8b114" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/litellm.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=735d5bc2d1d7601faebff7f03d2f03dd" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/litellm.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=cf3b1fc2d6f3d81c50ef449862d7015a" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/mistral.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=e5c8ef8c20ff4f573e27286ce70b7743" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/mistral.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=9d7eba0737bc564444fe055caac5fadf" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/openai.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=675f21885ad1f6f107a43cb6b0a5c298" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/openai.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=c8dc1a11caf02f80bb5b80e298a33ddf" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/openai.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=675f21885ad1f6f107a43cb6b0a5c298" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/openai.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=c8dc1a11caf02f80bb5b80e298a33ddf" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/autogen.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=003f9519e6361202a6be136ba1bde8d7" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/autogen.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=3f5642566f62e5055724620518fd83f1" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/claude.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=520c3cf29463931114b221a9193452ab" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/claude.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=03190d2395ed54fd2ec702bc9cee20cb" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/crewai.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=702d1319313a99c247cc7fbd4ac647e1" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/crewai.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=f20ebb2c96e260b0d2a128ac643a7473" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/brand/docs-favicon.png?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=8b7ec27a7120aad8d0535575f1dd120e" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/googleadk.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=c97f6da8428b4fc2312f3b321de2323f" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/googleadk.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=cd030654f58eaa69ad9aa7f70a4de959" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/brand/docs-favicon.png?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=8b7ec27a7120aad8d0535575f1dd120e" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/brand/docs-favicon.png?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=8b7ec27a7120aad8d0535575f1dd120e" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/mastra.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=2d60f1822938b025149f38a5d4889058" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/mastra.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=85744b5fe56ba7a59dfaf3aa841543a0" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/microsoft.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=628a51dfb412d5ed610b1648cd6623bf" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/microsoft.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=a7e5041fbaa69722c94c9f20ee70005b" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/openai.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=675f21885ad1f6f107a43cb6b0a5c298" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/openai.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=c8dc1a11caf02f80bb5b80e298a33ddf" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=fc543e15e9d3738823f2e7f30f813690" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=8b680541c86e04a6c904acd69019f07a" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/pydanticai.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=4479859b0086c47fa34d6d88374c2c61" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=8212635843ddd211362b2ecd21423dcd" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/microsoft.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=628a51dfb412d5ed610b1648cd6623bf" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/microsoft.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=a7e5041fbaa69722c94c9f20ee70005b" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/bedrock.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=dc6babd4a597e708f4783da56e9fdb3f" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/bedrock.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=9f4d0de0a40fd8ca3b0a0d0f07e82db0" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/vercel.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=b81d3cf34bc8d0ed3c762ca96cc6e8f4" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/vercel.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=53a4b4cd15843f04a01edc9d838483d4" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/openai.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=675f21885ad1f6f107a43cb6b0a5c298" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/openai.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=c8dc1a11caf02f80bb5b80e298a33ddf" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/gemini.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=e946328b206a3fb359ad793dc9bbb79c" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/gemini.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=1406a3212f63867a52cc26d33ff8b114" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/livekit.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=d12210a71f4bbc60e435bcf3095f9fda" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/livekit.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=d7b09caffc4c7395396ecda081df1c4a" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/pipecat.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=91eee20b86d28197d8efd965db572d46" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/pipecat.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=488db34ce665d11188dc0043d1939fe4" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/claude.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=520c3cf29463931114b221a9193452ab" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/claude.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=03190d2395ed54fd2ec702bc9cee20cb" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/openai.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=675f21885ad1f6f107a43cb6b0a5c298" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/openai.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=c8dc1a11caf02f80bb5b80e298a33ddf" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/opencode.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=10124bd29437245edba95445c7da6941" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/opencode.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=b08614a6dcecbced38e14153c573a1d3" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/cursor.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=aea869e7272f6d13cfa2ede08d4e7aaa" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/cursor.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=01abedbed8c24432d73ad3f8aea13362" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/instructor.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=0a4f0ca01add2249fd43780d0639847f" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/instructor.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=d9a18acf8c7063d74182cbbede8f066f" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/n8n.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=60d206c3e665c932f26a6a0f010ade12" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/n8n.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=4d92b0521546384476ee79b7ca972a60" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/pi.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=60cffb9f8fa9108e2b4a84d585bc3490" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/pi.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=b111efc61e8cf698b492fa54de11c1bf" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/temporal.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=75e0391b936a26cb085732ae561189e5" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/temporal.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=0028f254175f4cadf096ce64bb583b4f" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/vscode.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=ee93a4c3621d55100ab8179548ecc894" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/vscode.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=0362c9eafd3f80baf1293c319494ddae" 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>
