> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-fjmorr-1788320705-f203809.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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/bedrock.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=25dbd8bbda31d30d2d7f2f88972a60ce" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/bedrock.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=2728ab80d2a07b80e0b28e457bdf19ff" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/anthropic.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=a20116c285b68af29f2eb4a8ade22067" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/anthropic.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=1c6fdd4306a81c8a34fc5c8397c69fc6" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/deepseek.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=84faba49bfe2b513cc898c0aabdc6b35" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/deepseek.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=35044e80af473811f146b446a847211d" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/gemini.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=130b374edaa89dd33454cc1e83ea70b8" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/gemini.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=c462926e4e863869f68b7ae7e23c97e1" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/litellm.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=7e9367a2f9d84ffa1fc85a62a8d89288" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/litellm.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=7383a3ffa66bbb26be0ca7c91db5095b" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/mistral.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=fdf52f1dc407aa6cb5ddb04fd0151135" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/mistral.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=6422cd49ea99be54da61c27057602bbc" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=62f815491a421178768218ee77debddb" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=dfc7d9ce7275817fe7f547127a7f13d0" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=62f815491a421178768218ee77debddb" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=dfc7d9ce7275817fe7f547127a7f13d0" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/autogen.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=629396a361e09ffbae775c72f5ec4d55" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/autogen.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=d695ef64a4545178d62c6254c83ca0ea" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/claude.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=b0daf912dfc4558b7d639776ea9b915d" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/claude.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=e9a2a998b1e757b9c124d9ce921a9f89" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/claude.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=b0daf912dfc4558b7d639776ea9b915d" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/claude.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=e9a2a998b1e757b9c124d9ce921a9f89" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/crewai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=38c4d28e5f11802759ea0281ad16f2e0" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/crewai.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=60f4a535a27e5f681333f6fb4cba0f72" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/brand/docs-favicon.png?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=a4719ce6eed8fb37bf481a9132f4a6bb" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/googleadk.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=565f0fca3068bb9069b6c2f825cbc56c" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/googleadk.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=c1f0f3560ddf087957c84328a372ad75" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/brand/docs-favicon.png?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=a4719ce6eed8fb37bf481a9132f4a6bb" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/brand/docs-favicon.png?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=a4719ce6eed8fb37bf481a9132f4a6bb" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/mastra.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=e8e06c1571a9b66bc6031a77a0427743" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/mastra.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=96627dbe3eddd63a9f53e57c5edf0661" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/microsoft.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=49f23516cc2b2ab2721edaeacc371f6b" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/microsoft.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=3efeac4d43241939769a4d654cdcb8df" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=62f815491a421178768218ee77debddb" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=dfc7d9ce7275817fe7f547127a7f13d0" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=d4095098b99bd5ca32b94e85add509ba" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=e1626fc9e4e9fee9ed3f9bb3010539b9" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/pydanticai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=2fae46f881e808e5c4aa8d7bf7c320c5" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=2188a18ba40e867845a0d44e34d1a3b8" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/microsoft.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=49f23516cc2b2ab2721edaeacc371f6b" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/microsoft.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=3efeac4d43241939769a4d654cdcb8df" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/bedrock.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=25dbd8bbda31d30d2d7f2f88972a60ce" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/bedrock.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=2728ab80d2a07b80e0b28e457bdf19ff" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/vercel.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=da5fbc5392fb615d9e084570499f7139" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/vercel.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=9d683b1017f614bed3402de3e5a37d7e" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=62f815491a421178768218ee77debddb" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=dfc7d9ce7275817fe7f547127a7f13d0" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/gemini.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=130b374edaa89dd33454cc1e83ea70b8" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/gemini.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=c462926e4e863869f68b7ae7e23c97e1" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/livekit.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=e9d241349b7dd9fbbf33abf6a802cdfe" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/livekit.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=86b514f5c702efb96162117e0a5311bd" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/pipecat.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=b9bc3bd10929fc29ed5657cea2edcaed" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/pipecat.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=ba8d879af10caa9b8457458229e8c3f1" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/claude.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=b0daf912dfc4558b7d639776ea9b915d" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/claude.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=e9a2a998b1e757b9c124d9ce921a9f89" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=62f815491a421178768218ee77debddb" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/openai.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=dfc7d9ce7275817fe7f547127a7f13d0" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/opencode.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=cb2501870240730d9790cfb8234b6eeb" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/opencode.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=29f2ee0d0872b6c9abd7560a1d613f8b" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/cursor.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=06894636e688fdd542cc585ca822ae04" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/cursor.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=58a80a51e114e01fd8ec15f73c9ce9b4" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/instructor.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=f91860cbb426630954600b5374f6f127" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/instructor.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=e22eee473681ce7af5048171f81daea0" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/n8n.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=828b72634b13ca1ad5913ec32efc186c" 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-fjmorr-1788320705-f203809/2G9ncU11SVQPYoQR/images/providers/dark/n8n.svg?fit=max&auto=format&n=2G9ncU11SVQPYoQR&q=85&s=e4f7b174c558103f90b41f357b27af6e" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/pi.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=8b7f560249ed46b053deacf30edd7cdf" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/pi.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=7b33d5f36c6dc25562d7cdfaba3860c1" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/temporal.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=55428b4ae40d18d685ab1e81aa4e7d85" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/temporal.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=5dad7ac24c067453e39e163ac96abeb8" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/light/vscode.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=ef4120fdce60e7002aa292ce215cbd28" 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-fjmorr-1788320705-f203809/zNAiV0zaLEzoXwgt/images/providers/dark/vscode.svg?fit=max&auto=format&n=zNAiV0zaLEzoXwgt&q=85&s=536957ae9ae45bf1500b39c2804adf6d" 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>
