> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsau-1785868033-7465a0d.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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/bedrock.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=938d5303d69db19795c43fda3f05be28" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/bedrock.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=ba84a0e897f8a91f2355330e551d0afb" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/anthropic.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=05e94d83964c48ca630709e8bdaaa11b" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/anthropic.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=4a74d48052d2ac75d6ca1e149731fd95" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/deepseek.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=4bce5e84e6363ea6c72a1ee7fdb08168" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/deepseek.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=3b08cd44a2090c5d9f159f7326370d2e" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/gemini.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=287deafac1cc7f48149b98bc8c1d422b" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/gemini.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=bc36dd5feca2ae5ee824fc8b0e981d32" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/litellm.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=c08a2362eb57f1bc08a433db8b42dee5" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/litellm.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=29edbe6baa4601cd4bec4067f301fcac" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/mistral.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=971c40d74d857f8c1eaca25e852b78b3" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/mistral.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=ac61faa940bcf8a79d97aeba516351be" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/openai.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=bac9058e463276be2c905180e526c02f" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/openai.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=be6f855406a23d02b0c55a1803085cbc" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/openai.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=bac9058e463276be2c905180e526c02f" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/openai.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=be6f855406a23d02b0c55a1803085cbc" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/autogen.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=bd90edd4f405c11d10af75e8d217194d" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/autogen.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=92f4efbe6c42625df99402f938f2c01f" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/claude.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=01d3e8bffc14481f0abd06dfb53c2682" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/claude.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=648ff3e1dd07b122d136475eafb67473" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/crewai.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=1c148d882fb7bfe8239fc274b0ae6a2e" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/crewai.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=2102754b84711c08f4a4345955c387df" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/brand/docs-favicon.png?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=8e5442a8ca3383dfc635371d2f19d45a" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/googleadk.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=5fac85de315f1ee310da44575a78d5c4" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/googleadk.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=84d3d0e070a2cffc6148c5a68cb28d96" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/brand/docs-favicon.png?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=8e5442a8ca3383dfc635371d2f19d45a" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/brand/docs-favicon.png?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=8e5442a8ca3383dfc635371d2f19d45a" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/mastra.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=ebe9d5962e6c94f615c68ee5b6bb0b80" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/mastra.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=e281193b0f5d960b0e94359a958da2d4" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/microsoft.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=46dc7594ca6d1f78919e0938e192d37c" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/microsoft.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=912412a5315dcf8e59e2f6b6f611b52d" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/openai.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=bac9058e463276be2c905180e526c02f" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/openai.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=be6f855406a23d02b0c55a1803085cbc" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=ffd6ca856a365921422ea09630624085" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=e29430f02f4d0be7c246ccbd1f70ee7a" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/pydanticai.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=35e1789bc2fcefeb64dbe1c16dcef40d" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=dfc69f1cb796f1cf3a3d8e815a8c265d" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/microsoft.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=46dc7594ca6d1f78919e0938e192d37c" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/microsoft.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=912412a5315dcf8e59e2f6b6f611b52d" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/bedrock.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=938d5303d69db19795c43fda3f05be28" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/bedrock.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=ba84a0e897f8a91f2355330e551d0afb" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/vercel.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=261ee93d3b803bec5cfdc0542fb29cf4" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/dark/vercel.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=1560a3caccda2cd954ddbdc204c6132d" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/openai.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=bac9058e463276be2c905180e526c02f" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/openai.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=be6f855406a23d02b0c55a1803085cbc" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/gemini.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=287deafac1cc7f48149b98bc8c1d422b" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/gemini.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=bc36dd5feca2ae5ee824fc8b0e981d32" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/livekit.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=e1f60594a992c32feee77057df913cd7" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/livekit.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=997d4e2644d83a09cbf76152a6149042" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/pipecat.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=a6551ef97664ba83f66074cc6c1aaa62" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/pipecat.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=7556a8b7efcc5a6c72d51eef17428e89" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/claude.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=01d3e8bffc14481f0abd06dfb53c2682" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/claude.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=648ff3e1dd07b122d136475eafb67473" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/openai.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=bac9058e463276be2c905180e526c02f" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/openai.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=be6f855406a23d02b0c55a1803085cbc" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/opencode.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=2da971d4856ac24fc76908ad571e39f5" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/opencode.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=cea2f807204ced7d8731ac4edcd6d01c" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/cursor.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=49fa715e4685aded3cccc067b56f8e13" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/cursor.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=6ab3526f39397753cc05ea837c053025" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/instructor.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=e3a0d9dd529f762686d8c4c6b0cf0381" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/instructor.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=a98dc5b95f8a74f7b99e2ad482b6f183" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/n8n.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=a7739045613b1c5519f35bb58ad52226" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/n8n.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=4bf053251d33799ccd4c07057c1e9ce7" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/pi.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=0c96291affdc275d266ffd86348bf1e7" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/pi.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=2a516ab7c4f0242a061e687b956cd9b2" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/temporal.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=4535e1465708fb21668706acbcc14428" 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-docsau-1785868033-7465a0d/BVLCsrsr0MQMyFyB/images/providers/dark/temporal.svg?fit=max&auto=format&n=BVLCsrsr0MQMyFyB&q=85&s=c4ceb18589db8ee4481535bca876b9d3" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/light/vscode.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=e27b3190a9ad73a358a1225fe5dc7c4d" 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-docsau-1785868033-7465a0d/rkYazR68LTXWG2y0/images/providers/dark/vscode.svg?fit=max&auto=format&n=rkYazR68LTXWG2y0&q=85&s=47a9271a5090c6301170214d6e0b5da0" 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.

***

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  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
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    [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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