> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-dashbo-1784318717-1fa5f94.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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/bedrock.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=b93ec602b88e1d40a6adbb7b4968a108" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/bedrock.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=f31f82a4ddfa4fdfb1511a4f34acd20f" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/anthropic.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=26b8612bed94c69ebb47c6277177ab1e" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/anthropic.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=bf42f9e8e1f178fb90e5cd1ec4ef4572" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/deepseek.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=eb85c09b9181961ca0378b24032d8b06" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/deepseek.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=2a3d6f68ab02b878e0f98daece6d5ba2" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/gemini.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=92988b5e111704694362045bd514abc0" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/gemini.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=ab56d8a8a5f543a759a30da5be7724ef" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/litellm.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=e19da2138c29f0bbae0c0c8c4947d4c1" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/litellm.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=f010384747995148f3c08377c02c140a" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/mistral.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=7666f4290099807efa7df7521e45128f" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/mistral.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=e0683fcd3af31563040d206087821b5c" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/openai.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=1862eaec549081832052deb7d0e910b1" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/openai.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=d9b4b74a7959d506f20196bc495b9016" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/openai.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=1862eaec549081832052deb7d0e910b1" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/openai.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=d9b4b74a7959d506f20196bc495b9016" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/autogen.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=7d10f39e48508a93d39ab75dc9ffff52" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/autogen.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=cf416646dcfb97c30fc1b0fcc501e5d9" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/claude.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=77aa6f0fc655254579cda473fe182a92" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/claude.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=b77b5073ee21e32cbc18edd925fedbf9" 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-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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/crewai.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=ddd2e4b34c51c1ad660389e1f5840f72" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/crewai.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=7588509f922635f423dc017e8f772dd2" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/brand/docs-favicon.png?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=ff8ad2457b8d69c517ad9b877eff806b" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/googleadk.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=cd5a2297431ec04d6eb5465cc39b2980" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/googleadk.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=3a2571c7e6e54b085303ca55e9d1835a" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/brand/docs-favicon.png?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=ff8ad2457b8d69c517ad9b877eff806b" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/brand/docs-favicon.png?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=ff8ad2457b8d69c517ad9b877eff806b" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/mastra.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=800983fe4afd7aadffbdc4eb3a030622" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/mastra.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=41b9cdc463542fdf562e33530804ef63" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/microsoft.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=b80ecda67f96762c7896ff7ad5cf5ae2" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/microsoft.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=2efeec222db63b111d8968a729ca859c" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/openai.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=1862eaec549081832052deb7d0e910b1" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/openai.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=d9b4b74a7959d506f20196bc495b9016" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=7068063f9ce08a82e159ad17adfc83e7" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=e75997f1a7800c7aa98060158be1eb1d" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/pydanticai.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=1fee684dad36c773e38b545da467ef41" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=eb46f149900b03e7563c68936fea43cd" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/microsoft.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=b80ecda67f96762c7896ff7ad5cf5ae2" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/microsoft.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=2efeec222db63b111d8968a729ca859c" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/bedrock.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=b93ec602b88e1d40a6adbb7b4968a108" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/bedrock.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=f31f82a4ddfa4fdfb1511a4f34acd20f" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/vercel.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=0a722885158c68e4dd6ca0798d558015" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/vercel.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=30bae24306854bae64f9465cdc5c2907" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/openai.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=1862eaec549081832052deb7d0e910b1" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/openai.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=d9b4b74a7959d506f20196bc495b9016" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/gemini.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=92988b5e111704694362045bd514abc0" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/gemini.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=ab56d8a8a5f543a759a30da5be7724ef" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/livekit.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=bd19a9885ac9def94e22de49a36c1282" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/livekit.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=b2ea787752209baf9314d2d2d45db377" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/pipecat.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=678245753d351f89ccc37637651fd727" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/pipecat.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=e3eb1f88af4d4daa6d8905359b605fc3" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/claude.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=77aa6f0fc655254579cda473fe182a92" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/claude.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=b77b5073ee21e32cbc18edd925fedbf9" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/openai.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=1862eaec549081832052deb7d0e910b1" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/openai.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=d9b4b74a7959d506f20196bc495b9016" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/opencode.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=df6254bf4b684f187ec44717506b91de" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/opencode.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=31a752bbca941577459222a7a025b0d1" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/cursor.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=91c05ff7f0fab612344a77df421d80ac" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/cursor.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=4b6b42372231ab8eb27a8399fba6f607" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/instructor.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=336fb85a72f64ed7268ea13c23830a4e" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/instructor.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=e4f8becde2a10d0a3358a93c6bd38018" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/n8n.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=6fcfa3969a07479fa120cacbd2d50960" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/n8n.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=d4ad692f95b39c2372202ce8fc85daf2" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/pi.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=5c6795071a90825847aa37859d7fa855" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/pi.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=819c63516670f12f4609063feb8cae89" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/temporal.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=2ed80e27e6ab94f3441903d6c1a1ee6b" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/temporal.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=5339df78ec9f4920b1caddd1ea8cecf6" 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-dashbo-1784318717-1fa5f94/8I6s35-OPP9bkBBx/images/providers/light/vscode.svg?fit=max&auto=format&n=8I6s35-OPP9bkBBx&q=85&s=c1e11d1e20d5029e413bc7e6176ca4d2" 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-dashbo-1784318717-1fa5f94/lp7QlyfdoY4qtJM0/images/providers/dark/vscode.svg?fit=max&auto=format&n=lp7QlyfdoY4qtJM0&q=85&s=e38e48f6c5343476c023a0c1e296240a" 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).
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