> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1787674483-6bd21af.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

[LangSmith](https://smith.langchain.com?utm_source=docs\&utm_medium=cta\&utm_campaign=langsmith-signup\&utm_content=langsmith-integrations) provides integrations for a growing set of popular [LLM providers](#llm-providers) and [agent frameworks](#agent-frameworks) as well as [Deep Agents](/oss/python/deepagents/overview), [LangChain](/oss/python/langchain/overview), and [LangGraph](/oss/python/langgraph/overview). For setup and usage, refer to the guides listed on this page.

## LLM providers

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-bedrock" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/bedrock.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=9762425d43059b2dffff2687f11caf7f" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/bedrock.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=f10a4f0077abfa31de7feabb217a746c" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Amazon Bedrock</span>
  </a>

  <a href="/langsmith/trace-anthropic" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/anthropic.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=e0041dae0c5d8608646a52ed25e83a75" alt="" noZoom width="65" height="65" data-path="images/providers/light/anthropic.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/anthropic.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=e0e3c969fae97e6641d0eb79d53aca1d" alt="" noZoom width="65" height="65" data-path="images/providers/dark/anthropic.svg" />

    <span className="font-semibold">Anthropic</span>
  </a>

  <a href="/langsmith/trace-deepseek" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/deepseek.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=a78f6d610ef1c45c05e2d82f7f88f132" alt="" noZoom width="65" height="65" data-path="images/providers/light/deepseek.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/deepseek.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=091f172dbf050eca47aaf4334db42f57" alt="" noZoom width="65" height="65" data-path="images/providers/dark/deepseek.svg" />

    <span className="font-semibold">DeepSeek</span>
  </a>

  <a href="/langsmith/trace-with-google-gemini" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/gemini.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=87497e293992bb7a12b941ad965030a1" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/gemini.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=c75d1a345c72e1338c2ed758ddcb28c1" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Google Gemini</span>
  </a>

  <a href="/langsmith/trace-litellm" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/litellm.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=4a50c829a85febaab48d5be9e4878af8" alt="" noZoom width="24" height="24" data-path="images/providers/light/litellm.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/litellm.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=b764d3cdb86b750a7f051c5216082900" alt="" noZoom width="24" height="24" data-path="images/providers/dark/litellm.svg" />

    <span className="font-semibold">LiteLLM</span>
  </a>

  <a href="/langsmith/trace-with-mistral" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/mistral.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=987b7396c5fefbb36f3e433b87fc1efc" alt="" noZoom width="65" height="65" data-path="images/providers/light/mistral.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/mistral.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=d5a9958a18fa9c283a33d5bc884e747c" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mistral.svg" />

    <span className="font-semibold">Mistral</span>
  </a>

  <a href="/langsmith/trace-openai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/openai.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=4748206ca292fe91c049006264c3cddc" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/openai.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=99b7600eba79ff535ce4ab8bd33b6863" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI</span>
  </a>

  <a href="/langsmith/trace-with-openai-compatible" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/openai.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=4748206ca292fe91c049006264c3cddc" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/openai.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=99b7600eba79ff535ce4ab8bd33b6863" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI-compatible APIs</span>
  </a>
</div>

<Callout icon="arrows-transfer-down" color="#4F46E5" iconType="regular">
  **Using LangChain?** LangChain provides a unified interface to 100+ LLM providers, which allows you to switch between models by setting environment variables. [Initialize a model](/oss/python/langchain/models#initialize-a-model) and LangSmith will automatically trace your application.
</Callout>

## Agent frameworks

<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-3">
  <a href="/langsmith/trace-with-autogen" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/autogen.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=8db0605f55c68b97eea126392f21a3f7" alt="" noZoom width="65" height="65" data-path="images/providers/light/autogen.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/autogen.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=d6072da37f3565b03d9151024356de66" alt="" noZoom width="65" height="65" data-path="images/providers/dark/autogen.svg" />

    <span className="font-semibold">AutoGen</span>
  </a>

  <a href="/langsmith/trace-claude-agent-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/claude.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=d8e9fa1c954fe2d5e51fc81aeec90efe" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/claude.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=38d8ae990528741c56078c5bfc493b82" 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-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/claude.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=d8e9fa1c954fe2d5e51fc81aeec90efe" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/claude.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=38d8ae990528741c56078c5bfc493b82" 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-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/crewai.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=c332bfd21a04daaa3aceb3f28b57ddbb" alt="" noZoom width="65" height="65" data-path="images/providers/light/crewai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/crewai.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=ea23ea8e28664cdec4089f1276169c8f" alt="" noZoom width="65" height="65" data-path="images/providers/dark/crewai.svg" />

    <span className="font-semibold">CrewAI</span>
  </a>

  <a href="/langsmith/trace-deep-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/brand/docs-favicon.png?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=5bb132eb29acdbcf20499cf8391eef82" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

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

  <a href="/langsmith/trace-with-google-adk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/googleadk.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=7a33bff19a3456a2fde21fdacf5f2e0c" alt="" noZoom width="65" height="65" data-path="images/providers/light/googleadk.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/googleadk.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=3d28c895db28665c98066670ce504c7d" alt="" noZoom width="65" height="65" data-path="images/providers/dark/googleadk.svg" />

    <span className="font-semibold">Google ADK</span>
  </a>

  <a href="/langsmith/trace-with-langchain" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/brand/docs-favicon.png?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=5bb132eb29acdbcf20499cf8391eef82" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangChain</span>
  </a>

  <a href="/langsmith/trace-with-langgraph" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/brand/docs-favicon.png?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=5bb132eb29acdbcf20499cf8391eef82" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangGraph</span>
  </a>

  <a href="/langsmith/trace-with-mastra" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/mastra.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=df484fe2ab615bc9f0553f69aa5f724f" alt="" noZoom width="65" height="65" data-path="images/providers/light/mastra.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/mastra.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=d3d0c96415925c190f8516a911b0acdd" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mastra.svg" />

    <span className="font-semibold">Mastra</span>
  </a>

  <a href="/langsmith/trace-with-microsoft-agent-framework" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/microsoft.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=bf6826a5ee8a41ac806a55a3b16f25a9" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/microsoft.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=c44a20758d4cf8deecf968734f8d6f24" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Microsoft Agent Framework</span>
  </a>

  <a href="/langsmith/trace-with-openai-agents-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/openai.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=4748206ca292fe91c049006264c3cddc" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/openai.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=99b7600eba79ff535ce4ab8bd33b6863" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

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

  <a href="/langsmith/trace-with-opentelemetry" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=a7a6f0a0faf7d9231cb6d3aa0749b278" alt="" noZoom width="65" height="65" data-path="images/providers/light/opentelemetry.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=43d2b5bfec4b0eff4ceed6c15976bce7" alt="" noZoom width="65" height="65" data-path="images/providers/dark/opentelemetry.svg" />

    <span className="font-semibold">OpenTelemetry</span>
  </a>

  <a href="/langsmith/trace-with-pydantic-ai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/pydanticai.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=8791e6e8c400118c5ab7aa7e1cb2cc95" alt="" noZoom width="65" height="65" data-path="images/providers/light/pydanticai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=e4dd707f7b4d8faab30f0002361b93fc" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pydanticai.svg" />

    <span className="font-semibold">PydanticAI</span>
  </a>

  <a href="/langsmith/trace-with-semantic-kernel" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/microsoft.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=bf6826a5ee8a41ac806a55a3b16f25a9" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/microsoft.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=c44a20758d4cf8deecf968734f8d6f24" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Semantic Kernel</span>
  </a>

  <a href="/langsmith/trace-with-strands-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/bedrock.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=9762425d43059b2dffff2687f11caf7f" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/bedrock.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=f10a4f0077abfa31de7feabb217a746c" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

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

  <a href="/langsmith/trace-with-vercel-ai-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/vercel.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=44e008e9c860f9a44d8c610400b5159a" alt="" noZoom width="65" height="65" data-path="images/providers/light/vercel.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/dark/vercel.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=2a823acc4cf2bd56fed605b7841989ef" alt="" noZoom width="65" height="65" data-path="images/providers/dark/vercel.svg" />

    <span className="font-semibold">Vercel AI SDK</span>
  </a>
</div>

## Voice AI frameworks

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <a href="/langsmith/trace-openai-realtime" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/openai.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=4748206ca292fe91c049006264c3cddc" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/openai.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=99b7600eba79ff535ce4ab8bd33b6863" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Realtime</span>
  </a>

  <a href="/langsmith/trace-gemini-live" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/gemini.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=87497e293992bb7a12b941ad965030a1" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/gemini.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=c75d1a345c72e1338c2ed758ddcb28c1" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Gemini Live</span>
  </a>

  <a href="/langsmith/trace-with-livekit" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/livekit.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=06ed8eb8c6979c8b7da1c59449219754" alt="" noZoom width="65" height="65" data-path="images/providers/light/livekit.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/livekit.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=920dd954c89af8dd8285c0de864b5bf5" alt="" noZoom width="65" height="65" data-path="images/providers/dark/livekit.svg" />

    <span className="font-semibold">Livekit</span>
  </a>

  <a href="/langsmith/trace-with-pipecat" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/pipecat.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=4ab898e2050f017d6b1a3d1c3567f44b" alt="" noZoom width="65" height="65" data-path="images/providers/light/pipecat.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/dark/pipecat.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=2b54e0abeeddc88721c8d6b35097c63e" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pipecat.svg" />

    <span className="font-semibold">Pipecat</span>
  </a>
</div>

## Developer tools

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-claude-code" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/claude.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=d8e9fa1c954fe2d5e51fc81aeec90efe" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/claude.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=38d8ae990528741c56078c5bfc493b82" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

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

  <a href="/langsmith/trace-with-codex" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/openai.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=4748206ca292fe91c049006264c3cddc" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/openai.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=99b7600eba79ff535ce4ab8bd33b6863" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Codex</span>
  </a>

  <a href="/langsmith/trace-with-opencode" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/opencode.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=3737ed6bb93d88ed7dafb43f7b55cb78" alt="" noZoom width="300" height="300" data-path="images/providers/light/opencode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/dark/opencode.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=7a1c80d676e4c3f760ffc253f8190c1a" alt="" noZoom width="300" height="300" data-path="images/providers/dark/opencode.svg" />

    <span className="font-semibold">OpenCode</span>
  </a>

  <a href="/langsmith/trace-with-cursor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/cursor.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=c96dfe3add8a14871f18de5ec2015bc0" alt="" noZoom width="65" height="65" data-path="images/providers/light/cursor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/cursor.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=d5fe5e448ca3da2f3efde0943cf15022" alt="" noZoom width="65" height="65" data-path="images/providers/dark/cursor.svg" />

    <span className="font-semibold">Cursor</span>
  </a>

  <a href="/langsmith/trace-with-instructor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/instructor.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=9ee7f894d66afaa92d05508b459662bd" alt="" noZoom width="65" height="65" data-path="images/providers/light/instructor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/instructor.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=521a0962040e86a649a1eba45a2aad7d" alt="" noZoom width="65" height="65" data-path="images/providers/dark/instructor.svg" />

    <span className="font-semibold">Instructor</span>
  </a>

  <a href="/langsmith/trace-with-n8n" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/n8n.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=80296278baf90415188c50760c290660" alt="" noZoom width="24" height="24" data-path="images/providers/light/n8n.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/d7phgBO04-DJvnU6/images/providers/dark/n8n.svg?fit=max&auto=format&n=d7phgBO04-DJvnU6&q=85&s=148497032aa115cdc5659ea224f04007" alt="" noZoom width="24" height="24" data-path="images/providers/dark/n8n.svg" />

    <span className="font-semibold">n8n</span>
  </a>

  <a href="/langsmith/trace-with-pi" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/pi.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=c97ee7050a777fc9c219c982931cd46f" alt="" noZoom width="65" height="65" data-path="images/providers/light/pi.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/dark/pi.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=36df694e779e74e2dbdad55a9924b614" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pi.svg" />

    <span className="font-semibold">Pi</span>
  </a>

  <a href="/langsmith/trace-with-temporal" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/temporal.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=b489786385a10b48ab62622e11c1604c" alt="" noZoom width="65" height="65" data-path="images/providers/light/temporal.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/dark/temporal.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=58ac49af3e7754a8f0b902f7e76d0579" alt="" noZoom width="65" height="65" data-path="images/providers/dark/temporal.svg" />

    <span className="font-semibold">Temporal</span>
  </a>

  <a href="/langsmith/trace-with-vscode-copilot" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/light/vscode.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=0f243e91df62df8f90bc9a3e7885770c" alt="" noZoom width="24" height="24" data-path="images/providers/light/vscode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1787674483-6bd21af/57RSLJ2bHDVRcgAN/images/providers/dark/vscode.svg?fit=max&auto=format&n=57RSLJ2bHDVRcgAN&q=85&s=b070f535561c6917f0b9da1e4b730b04" 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>
