> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-cbdocs-1784316992-3f2f380.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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/bedrock.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=0780613af4b9121906677e2835a3c800" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/bedrock.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=9ab73af4bf10c027f1a88434cb2335b2" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/anthropic.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=ae45c6aca0ba50b6995de7155ddc3036" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/anthropic.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=5aa406fe46e7485a9a737368657ef864" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/deepseek.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=2b9e2f7136a8cfbe9fb674108cc62c2d" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/deepseek.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=21f5a36897c204a942ae427c5575e269" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/gemini.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=eab0d2051dad012f148655e234fe2fc0" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/gemini.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=3e39326a10c50f035abfa7905bda198d" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/litellm.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=0ad3134ae59c2f4eead6b49172ad624a" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/litellm.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=bb7ee40855dcffd77bd5be869c5a013c" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/mistral.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=bca7247dfc66fa0cd936c4e493ad76bf" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/mistral.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=1261e9c24453b5918a5879f96d8bc7f6" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/openai.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=04cfc336a2d2688bf10afe015ab7791f" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/openai.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=ab35e74aeb3b2123f7d7342b75046f1a" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/openai.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=04cfc336a2d2688bf10afe015ab7791f" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/openai.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=ab35e74aeb3b2123f7d7342b75046f1a" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/autogen.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=8a8de579681d2b8b5cee0e01041070fe" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/autogen.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=718f4db0fb2695a426eae744530fdba5" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/claude.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=db3184cc7694902cec3f0567a27f5a77" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/claude.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=0ee645b2bc24e20306b4dbb2fb2495de" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/crewai.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=826e1832ec94a0852662c56dccfa6a85" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/crewai.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=ff496903fd896310e88f2f6e208e311a" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/brand/docs-favicon.png?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=e89009c878ca84f6142d95b9407bfa2b" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/googleadk.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=ec2dde08332548317faf71e836b46c80" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/googleadk.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=6e64869130a03b34b109f02d8e396ca0" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/brand/docs-favicon.png?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=e89009c878ca84f6142d95b9407bfa2b" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/brand/docs-favicon.png?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=e89009c878ca84f6142d95b9407bfa2b" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/mastra.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=3b583fdcb114202a254d24fd3505badf" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/mastra.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=b42b77548592b176d6ca8ab751ac2f70" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/microsoft.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=44f494ee3f6408a138076899f96016bb" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/microsoft.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=0e89a0c366b20579094ef06d5151ea3b" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/openai.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=04cfc336a2d2688bf10afe015ab7791f" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/openai.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=ab35e74aeb3b2123f7d7342b75046f1a" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=bae91097a081d3cd3c3a8720290ffbf0" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=07b465df23d9b3c0bfdda8cd4d658b27" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/pydanticai.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=6bf965b53d8369961cba91c5e65d0cea" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=2b0929629d0ecf7ca7f65bc249ad7a0a" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/microsoft.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=44f494ee3f6408a138076899f96016bb" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/microsoft.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=0e89a0c366b20579094ef06d5151ea3b" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/bedrock.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=0780613af4b9121906677e2835a3c800" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/bedrock.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=9ab73af4bf10c027f1a88434cb2335b2" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/vercel.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=5876be10a3f9a5bbf151d6024510500f" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/vercel.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=4cb707bb37beb57f0802b3bbb2c9aece" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/openai.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=04cfc336a2d2688bf10afe015ab7791f" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/openai.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=ab35e74aeb3b2123f7d7342b75046f1a" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/gemini.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=eab0d2051dad012f148655e234fe2fc0" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/gemini.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=3e39326a10c50f035abfa7905bda198d" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/livekit.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=0214c960e1dfebbe096a326843611daa" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/livekit.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=da2453f35dc6a1e7083e429e4eb4c188" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/pipecat.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=ff7adde3cee92c31053116411c6ea719" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/pipecat.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=05cff546e0767ca8b25391f3575569a2" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/claude.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=db3184cc7694902cec3f0567a27f5a77" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/claude.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=0ee645b2bc24e20306b4dbb2fb2495de" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/openai.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=04cfc336a2d2688bf10afe015ab7791f" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/openai.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=ab35e74aeb3b2123f7d7342b75046f1a" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/opencode.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=78f79f4387ad1c80e457834e8b0f4233" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/opencode.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=a7d84052cf48f0edb666e60791d18ebe" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/cursor.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=7e312647e1330685bb363d9894663dd0" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/cursor.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=88d4979961cfbd4f1384136d50fae3df" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/instructor.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=39b837413771dda934e81ee77763b899" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/instructor.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=2b83931bbdd81ddc5ad96a50abc34657" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/n8n.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=bb675bcea6e72ae70c7300e4f1e98440" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/n8n.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=65845456c7a30412b794dd827571ecc0" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/pi.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=e96cf3b2a76d5330cc5aeba098da86aa" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/pi.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=88d73a82249ede040f115e0798fe4a9b" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/temporal.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=00e11ef52056859f9ff84d8c34e40234" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/temporal.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=18b39d8e4cd65b739642d72329ffc849" 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-cbdocs-1784316992-3f2f380/_uDGFlxpo7MifhwJ/images/providers/light/vscode.svg?fit=max&auto=format&n=_uDGFlxpo7MifhwJ&q=85&s=1c4177dc8b7ce389a4a4eaab87d391ca" 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-cbdocs-1784316992-3f2f380/WvnaHvtfmpQQS20p/images/providers/dark/vscode.svg?fit=max&auto=format&n=WvnaHvtfmpQQS20p&q=85&s=a7c87493149bbbaf14d81109fdd4026b" 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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    [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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