> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsfi-1781822407-9dbd21e.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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/bedrock.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=a0e93f3bad470e2daaa9b6d765947513" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/bedrock.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fa2fdda76edd859e5b36c9691d737374" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/anthropic.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=4e07d4c1f9912e8205b43db2529e60a5" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/anthropic.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=6ad0b4a34f711ae33033e0dcd0d97b58" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/deepseek.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=4e4b7f53fadefd661be91153296b2210" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/deepseek.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=75be24a651e81ff37e91c43a74403022" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/gemini.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=0a40fe30d34bd4c880a263939052101e" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/gemini.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=b9bc2d15e57c54ee4ee45cde99a5c239" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/litellm.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=873b8d74a9194f9beba388b861b59bd2" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/litellm.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=826993abc4058f13a3a82afd8cc4b2a5" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/mistral.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=a2f9151e6503b35c2d8dfd399f7b5d80" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/mistral.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=95130663c4846290a6ccb4e075c7c7f9" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/openai.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=7e80255d3475ed724dc1fc450f78e083" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/openai.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fa516928752140264ce0e94bca8963d9" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/openai.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=7e80255d3475ed724dc1fc450f78e083" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/openai.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fa516928752140264ce0e94bca8963d9" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/autogen.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=5b7083c99259926594e0a86e162bc903" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/autogen.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=d2d734c6f52be0ec40907772e62ce3fd" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/claude.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=fb4ec0b199406f43775646fb01b24026" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/claude.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=0efa465dd013c50c9f1ce1215d9147ce" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/crewai.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=5135be8ba3a3007a66b184e452c50640" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/crewai.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=51f6ecf3f7ba5ece1b59cba4efd83e7d" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/brand/docs-favicon.png?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=0b841ec5c0ae5d51aed95c644263b4e7" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/googleadk.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=771baf1a92c9fc0f750bd4d0b693c4bd" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/googleadk.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fc7c44116b1eea6ef1afea83b8751729" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/brand/docs-favicon.png?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=0b841ec5c0ae5d51aed95c644263b4e7" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/brand/docs-favicon.png?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=0b841ec5c0ae5d51aed95c644263b4e7" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/mastra.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=4dfa06298abd65e98491143040b45e23" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/mastra.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=c860a1e4564bd75b1497ca12c1c27faf" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/microsoft.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=99863037df4d879fc5a924ff6eb914a1" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/microsoft.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=c234a5e84efe9e479f2fd8dd2a98cadf" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/openai.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=7e80255d3475ed724dc1fc450f78e083" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/openai.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fa516928752140264ce0e94bca8963d9" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=85e52dbeb5fe8565719670e506dcada2" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=b5151de7686122da8911de0d0f6b1b1f" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/pydanticai.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=9abc94076e5f64f40a8d26bc20122764" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=c0ed402c2e8fe78a95d92b69b80e0640" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/microsoft.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=99863037df4d879fc5a924ff6eb914a1" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/microsoft.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=c234a5e84efe9e479f2fd8dd2a98cadf" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/bedrock.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=a0e93f3bad470e2daaa9b6d765947513" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/bedrock.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fa2fdda76edd859e5b36c9691d737374" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/vercel.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=d271fa4a25efe148ac3c22bfa4ac3c45" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/vercel.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=2bca2e2c6b9ec3b95294944d08f32b71" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/openai.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=7e80255d3475ed724dc1fc450f78e083" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/openai.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fa516928752140264ce0e94bca8963d9" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/gemini.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=0a40fe30d34bd4c880a263939052101e" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/gemini.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=b9bc2d15e57c54ee4ee45cde99a5c239" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/livekit.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=9ed7fb21c97877687fd343f6757986c9" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/livekit.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=d71c1f3ad1ee87c9f91b3137b1035d70" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/pipecat.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=ddb6feb8426ce5e1bfe98f70ef1bbc43" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/pipecat.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=946214dfa5f1ce1b41b150ff7ba5bd54" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/claude.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=fb4ec0b199406f43775646fb01b24026" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/claude.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=0efa465dd013c50c9f1ce1215d9147ce" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/openai.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=7e80255d3475ed724dc1fc450f78e083" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/openai.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fa516928752140264ce0e94bca8963d9" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/opencode.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=88512ea3974ebcddc37703c180e6afac" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/opencode.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=9d70515153abca345df6cfa565e116e3" alt="" width="300" height="300" data-path="images/providers/dark/opencode.svg" />

    <span className="font-semibold">OpenCode</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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/instructor.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=c35941581e43215a994e8aa0c971dfc2" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/instructor.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=eb838cf2e3fe87a238ba4d13680a9583" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/n8n.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=984b3bf81d9bbedf0e35c971f596f833" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/n8n.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=9904878ffaaeca3227aa3f726c00c94f" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/pi.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=9f50a472119b620d87594b7c9d63f663" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/pi.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=7869b7238ee8feecb4704e7e84c94dc2" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/temporal.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=c8250e06933766c8a3d647e01a19983e" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/temporal.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=4a8b771d4d0629dc2a6e520620184551" 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-docsfi-1781822407-9dbd21e/044hlPhoNJS_JK83/images/providers/light/vscode.svg?fit=max&auto=format&n=044hlPhoNJS_JK83&q=85&s=77b3f00551ecf88302c2789322ea9cb5" 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-docsfi-1781822407-9dbd21e/4dQ1PILN-b17MeQ9/images/providers/dark/vscode.svg?fit=max&auto=format&n=4dQ1PILN-b17MeQ9&q=85&s=fca3289f58b1aa956e30203e1db5ca22" alt="" width="24" height="24" data-path="images/providers/dark/vscode.svg" />

    <span className="font-semibold">VS Code Copilot</span>
  </a>
</div>

***

<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.
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  <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>
