> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsth-1788110737-21a516d.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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/bedrock.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=ea751fa288064e9c7f7daaf5bc4ba720" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/bedrock.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=0d9920e6572324ac104616ef5c02439f" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/anthropic.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=d193c2e22b4e3a80fd34c5937259519c" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/anthropic.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=5079898a981ca650770c74cbd49bf025" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/deepseek.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=22ab5ad63ccfd955d319f7d0a6f491f2" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/deepseek.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=75cda267522093f5808b79fb6eaadc1f" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/gemini.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=2f7906879c04530bb756df3dc9670742" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/gemini.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=c54f15c8721439fe769016678161c837" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/litellm.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=8fbd5557278433d7d64ac584b2d137c0" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/litellm.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=102fc093119959a17357a15508c0a27b" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/mistral.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=37e5d129df92ac176c845f64ecf8e71d" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/mistral.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=72795993e25b57ed774b56779357c602" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=998e26c1c9ea9ff0a5dcd22bca99effc" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=29eb5f96e8fbc5c79f6cb99b1a7af317" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=998e26c1c9ea9ff0a5dcd22bca99effc" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=29eb5f96e8fbc5c79f6cb99b1a7af317" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/autogen.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=0e19e187f43629b8dd1508103e3e5612" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/autogen.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=0e7f0eec24b55581c02985b021d8c69d" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/claude.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=b1cebbcc414e519bda2eac4c82f8fa21" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/claude.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=471f3d46c8ee0275f712299e474b1ca1" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/claude.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=b1cebbcc414e519bda2eac4c82f8fa21" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/claude.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=471f3d46c8ee0275f712299e474b1ca1" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/crewai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=99055ca429cc9e9e2bc95efb9f8ec3d4" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/crewai.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=ac6ad3bbc7cc47b3dbacc82c91864536" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/brand/docs-favicon.png?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=ff2f0930860c2b5174f44f99a34866f9" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/googleadk.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=3583f5850240f1dfe6bc40a86042cffe" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/googleadk.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=e53562e442aa074dc977490febbe8ad3" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/brand/docs-favicon.png?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=ff2f0930860c2b5174f44f99a34866f9" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/brand/docs-favicon.png?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=ff2f0930860c2b5174f44f99a34866f9" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/mastra.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=50d7a065fb27db41aa1dc52976d7f86d" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/mastra.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=cc8fdcd30213cfda4d15ef9fd778757e" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/microsoft.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=3fd9d55d84b4fa6f90e7bc9a5edd7cf9" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/microsoft.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=c0e20d8ee1be7ab107e0adba429488cc" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=998e26c1c9ea9ff0a5dcd22bca99effc" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=29eb5f96e8fbc5c79f6cb99b1a7af317" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=fec3c455948df06ae61d818fa3247927" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=ad0f4dd1b43adf5cffde710d820bd486" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/pydanticai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=ab07e657f7d5af245e6c3d172118b0ad" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=c86e4c5fd74c9ba427046617a2d223a1" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/microsoft.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=3fd9d55d84b4fa6f90e7bc9a5edd7cf9" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/microsoft.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=c0e20d8ee1be7ab107e0adba429488cc" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/bedrock.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=ea751fa288064e9c7f7daaf5bc4ba720" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/bedrock.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=0d9920e6572324ac104616ef5c02439f" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/vercel.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=35b8a5f1688ef0936ffed8b4b5dd87a0" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/vercel.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=22e9441f1a69bf4f1ba521646a70275b" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=998e26c1c9ea9ff0a5dcd22bca99effc" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=29eb5f96e8fbc5c79f6cb99b1a7af317" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/gemini.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=2f7906879c04530bb756df3dc9670742" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/gemini.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=c54f15c8721439fe769016678161c837" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/livekit.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=216e48f51dadc25ee4683f8f2ceda2c5" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/livekit.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=0971837a132501b5254e6a794c2c6bf7" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/pipecat.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=9d5d77a3a03d13f428cf55e087a1607c" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/pipecat.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=5a3b8a189ab3a344df917b40777197bb" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/claude.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=b1cebbcc414e519bda2eac4c82f8fa21" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/claude.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=471f3d46c8ee0275f712299e474b1ca1" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=998e26c1c9ea9ff0a5dcd22bca99effc" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/openai.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=29eb5f96e8fbc5c79f6cb99b1a7af317" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/opencode.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=4350bccf5df5f974383cd817763cc2ff" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/opencode.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=c00c841f90c7c21c838f6660e2b03e2c" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/cursor.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=9ef859b3ff000e9f022219e807afab28" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/cursor.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=d3ab6d0e4963a9aa44c6f88fcd0a59b3" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/instructor.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=d0e34e0547cc7a32c32d6ed1b8ab8492" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/instructor.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=085b7e7da83b7615e42336d4db9e4835" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/n8n.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=9fda20a86bf25b541ff389988a95fe70" 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-docsth-1788110737-21a516d/DQgQVi-qbj0qGQQa/images/providers/dark/n8n.svg?fit=max&auto=format&n=DQgQVi-qbj0qGQQa&q=85&s=d4cfc840b1da1858acec68432734dede" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/pi.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=64209c3a5554c648428dbdf761bcc181" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/pi.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=7776e9cb13126c2cf1789d6226307f59" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/temporal.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=0c3796abf115d807f13639a327b74dd2" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/temporal.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=d89bbb9d313431b484428a6afcda372a" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/light/vscode.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=a0f4dd42465270d724918e47fd2e7567" 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-docsth-1788110737-21a516d/KCcwaqOKNrfyhpiN/images/providers/dark/vscode.svg?fit=max&auto=format&n=KCcwaqOKNrfyhpiN&q=85&s=8023420100677a6d295caedcfb82fb4b" 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.
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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>
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