> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-ramonn-1789138246-3410f5f.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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/bedrock.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=d48d03f4b9b9e5d252a7d34990e0998a" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/bedrock.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=0dc0fe52a32f3b597ab0a3cf0a6a1bff" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/anthropic.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=35621e6ab593ee5d1138f135eb23160e" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/anthropic.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=8cda9b8db85d2fac7c2dfb59615a10c6" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/deepseek.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=7851fc2022ac0eedfee219b766d2b809" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/deepseek.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=a67e78618520d313a7ae009d91c62f10" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/gemini.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=4b44a906b9e99169a6a1192e9be9ff69" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/gemini.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=0e4d9e87ea562adca26389dcb580c3c4" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/litellm.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=9898760c7768a26fd3dc610684c781a7" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/litellm.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=8df0e669f714a2b2f6f65da188650527" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/mistral.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=c11e6c47c5cc7c6d327c4807ad17738b" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/mistral.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=a06af1a60aaa4625d6d6b8c516c1e348" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=f5ad487ec58052519b97c99a3ea2607b" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=31ec7289aeb97157e30f986fab3b11f0" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=f5ad487ec58052519b97c99a3ea2607b" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=31ec7289aeb97157e30f986fab3b11f0" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/autogen.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=99f762e2850013db2d02a3906a1efeb2" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/autogen.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=3a1c44032dca6eda52a194f8b2cee79f" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/claude.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=bc5238d9d1b43eaef575bd8635dbe595" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/claude.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=b1885d798504537aed5d2af57b93d388" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/claude.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=bc5238d9d1b43eaef575bd8635dbe595" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/claude.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=b1885d798504537aed5d2af57b93d388" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/crewai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=78b367f3ec1b880ec12e28786db4d363" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/crewai.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=0620eaf5721e6afffb25cd0dde4da871" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/brand/docs-favicon.png?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=3d09b7784e825f718ff7bf2db6b28a1c" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/googleadk.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=5be4e3627c66deeda5daa9dc46ceac2c" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/googleadk.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=cece5cec8b6013ccf134ca05b61f8777" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/brand/docs-favicon.png?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=3d09b7784e825f718ff7bf2db6b28a1c" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/brand/docs-favicon.png?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=3d09b7784e825f718ff7bf2db6b28a1c" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/mastra.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=51f83d0f63247f154482a570022c0c44" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/mastra.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=02438180b3dbaca81fa6f3df46af3049" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/microsoft.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=0381787e82a4673cc9031155741e0aa1" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/microsoft.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=ecfdf1c6054aba1024f36275736f32e3" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=f5ad487ec58052519b97c99a3ea2607b" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=31ec7289aeb97157e30f986fab3b11f0" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=beae3ce1675747b29a39d5e54cd29408" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=a9dd3cb358e7bed880f8a943cf262a4f" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/pydanticai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=cb07d917fb5673da038e514d9ed7eb57" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=1f272732dbfe02a6633c9d5a15ee43e8" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/microsoft.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=0381787e82a4673cc9031155741e0aa1" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/microsoft.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=ecfdf1c6054aba1024f36275736f32e3" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/bedrock.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=d48d03f4b9b9e5d252a7d34990e0998a" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/bedrock.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=0dc0fe52a32f3b597ab0a3cf0a6a1bff" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/vercel.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=9c0f14ab5c249fc22a683ba293069c6a" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/vercel.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=d158a8ddc35fcb8b26f9dce2a1dccca7" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=f5ad487ec58052519b97c99a3ea2607b" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=31ec7289aeb97157e30f986fab3b11f0" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/gemini.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=4b44a906b9e99169a6a1192e9be9ff69" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/gemini.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=0e4d9e87ea562adca26389dcb580c3c4" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/livekit.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=9e36b29d222321854c502610b1320853" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/livekit.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=5164532b9397592332bfbff4c9e1f4d7" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/pipecat.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=b6851038b2aba5fa65940c5c7f5a88f7" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/pipecat.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=e22eee9540b7761928bbb40cfc3ad4a8" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/claude.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=bc5238d9d1b43eaef575bd8635dbe595" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/claude.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=b1885d798504537aed5d2af57b93d388" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=f5ad487ec58052519b97c99a3ea2607b" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/openai.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=31ec7289aeb97157e30f986fab3b11f0" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/opencode.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=17d97078c011110d7023b62643d3c3f4" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/opencode.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=76732149dd3e3f2e4fdfca0215c0ec2a" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/cursor.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=1cf3bc6e09bc371e972e81fb119ecf78" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/cursor.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=6816c51868bf260da868a0b39b433dd6" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/instructor.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=233fd346533deb587eb799ebf0e7e422" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/instructor.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=68980338aa6ec83ddd684ec3f26bb3c3" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/n8n.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=55197dbe79061b5f8042643d1cf32f94" 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-ramonn-1789138246-3410f5f/t_xTFpQ1c8m9RhMz/images/providers/dark/n8n.svg?fit=max&auto=format&n=t_xTFpQ1c8m9RhMz&q=85&s=495e022ab056c937d1c1354550f98189" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/pi.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=847d19e62786cea94a0bc4f70155c1e3" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/pi.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=1a923cd34bfad943a208195f6bf0ae6b" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/temporal.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=b38bbba2303d68083dac4e763075908d" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/temporal.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=e1adcb02633b178018f746b589bcfe84" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/light/vscode.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=21f95b0723ac51747e0952f05c685688" 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-ramonn-1789138246-3410f5f/qCcDVSE_3Q_XWlcn/images/providers/dark/vscode.svg?fit=max&auto=format&n=qCcDVSE_3Q_XWlcn&q=85&s=1f0b68e73f7c10e0053bbf17bc118454" 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>
