> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsll-1788309528-e7d1898.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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/bedrock.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=794de0bfeefc0a2b9569963e7a71a6f5" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/bedrock.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=c88a072ee4abbc56878739baa643e338" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/anthropic.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=af5cbb14ee00023598b10d29f5b8a231" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/anthropic.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=751eab098d40ad9b3f86a93f3af7a0b3" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/deepseek.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=15ccd97aea47ec081f22a5dddacd4ad7" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/deepseek.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=b2f38080efa590c20c60acf21c772d7f" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/gemini.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=aab93328a5135a73dd2b6fafa7427531" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/gemini.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=4b10a2c9eb231dede6a38973222a0ce0" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/litellm.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=29f6d3d96e128456457f16ffafc74adb" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/litellm.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=7d0eaf1742f397da7cb15d3d3b4d0e4a" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/mistral.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=a266f7e2644ee90d9834a0f0577c14e4" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/mistral.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=50e4f5355f06b6ea58becd847cab8ec3" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=b98c5a2300fd1554f5a3664d4365077e" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8ddcab9b95dc76b4ee0430afb66fa696" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=b98c5a2300fd1554f5a3664d4365077e" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8ddcab9b95dc76b4ee0430afb66fa696" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/autogen.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=83d98ab9d8f3c63016a752a7a1d01ffe" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/autogen.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=4c953b9453ea267b84817d5d6660935d" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/claude.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=ed1a39b133a1641dc3de225b0d85fc7e" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/claude.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=4e4513a9c569df54f9a0f409f279564e" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Agent SDK</span>
  </a>

  <a href="/langsmith/trace-with-claude-managed-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/claude.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=ed1a39b133a1641dc3de225b0d85fc7e" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/claude.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=4e4513a9c569df54f9a0f409f279564e" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Managed Agents</span>
  </a>

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/crewai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8f7a4e24171efeb4fb24012d1beea01a" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/crewai.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=52b4faf576d30b05d4bcba012220b363" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/brand/docs-favicon.png?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=dabbfd05988ac0f4221285cf68283407" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/googleadk.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=ba3e9cde58d14672b4eca64e50ba3b59" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/googleadk.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=c7310a2a369e69bb45403d7fe6a21797" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/brand/docs-favicon.png?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=dabbfd05988ac0f4221285cf68283407" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/brand/docs-favicon.png?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=dabbfd05988ac0f4221285cf68283407" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/mastra.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8d8ec359d3168520862b605c15171afd" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/mastra.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=3b0b39c08e47848a4fa0280bed848d8e" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/microsoft.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=09ccc7da00899b29e6e215ec4794abcc" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/microsoft.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=7fa00e4f286d7d0970cded2ab9852750" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=b98c5a2300fd1554f5a3664d4365077e" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8ddcab9b95dc76b4ee0430afb66fa696" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=1e235f560818d1527ee20e3e09a125a0" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=2c548f8a4ad6d3ecb3f4213cbd5c7556" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/pydanticai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=c51ee14f4649d4e55bf77fe2347aef90" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=3286657a7780840c925f81808cc81390" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/microsoft.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=09ccc7da00899b29e6e215ec4794abcc" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/microsoft.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=7fa00e4f286d7d0970cded2ab9852750" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/bedrock.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=794de0bfeefc0a2b9569963e7a71a6f5" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/bedrock.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=c88a072ee4abbc56878739baa643e338" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/vercel.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=1d6ba63d0169017bcdfc71a6bed7005d" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/vercel.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=01b6a98cc15d1043a02ac9d143b7db23" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=b98c5a2300fd1554f5a3664d4365077e" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8ddcab9b95dc76b4ee0430afb66fa696" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/gemini.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=aab93328a5135a73dd2b6fafa7427531" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/gemini.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=4b10a2c9eb231dede6a38973222a0ce0" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/livekit.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=2b83eac3d290a0df3537564b123d3890" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/livekit.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=95c5b8b6f9f5757748398bd39ae1f58e" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/pipecat.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=2bb132f5eb77146625a0169b92cd0381" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/pipecat.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=9bd930be6acb4d77d6b8b5d166c770ad" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/claude.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=ed1a39b133a1641dc3de225b0d85fc7e" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/claude.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=4e4513a9c569df54f9a0f409f279564e" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=b98c5a2300fd1554f5a3664d4365077e" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/openai.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8ddcab9b95dc76b4ee0430afb66fa696" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/opencode.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8ba8e25116d650109b7bcf4d36a7e162" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/opencode.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=8e2e16afd5c408eb5239b148a90c4688" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/cursor.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=7703598c91c54dd5b061ed16f0f95d59" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/cursor.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=1ac09c8a7af8b49d07db389851e407a2" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/instructor.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=5bde518b96ec346a6fb84a45be25de85" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/instructor.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=b06639adfdf4f8fb2967f6cb6c06a312" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/n8n.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=0473700c5eb6405aac72ebf0649d6e9b" 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-docsll-1788309528-e7d1898/BoiP827Xk42bOaUp/images/providers/dark/n8n.svg?fit=max&auto=format&n=BoiP827Xk42bOaUp&q=85&s=6f0eed353d8dfd05063bf2f0a0c36ab7" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/pi.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=1a2123f11d7ae070d9093893e39885ca" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/pi.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=817ea73a74550ea17909cf0b5fbf05b4" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/temporal.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=89bead972063b89a9f171953dc994e1b" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/temporal.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=7ef1a315f729fe4cc94b3bb0e4500781" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/light/vscode.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=5443abbb803c2b9fc1014358ea35990c" 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-docsll-1788309528-e7d1898/F1fl5ZYb_g7ajm5g/images/providers/dark/vscode.svg?fit=max&auto=format&n=F1fl5ZYb_g7ajm5g&q=85&s=e2f0b7b38a1a86c29545bb8fa630fa39" 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>
