> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-fjmorr-1785791407-cdd2734.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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/bedrock.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=366f6285cc6532a05db10ace0bc97351" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/bedrock.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=b3031ba3a528118baea2b44ad21ec68a" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/anthropic.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=9b71340ca741ea4bae5f3410f19829d0" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/anthropic.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=df4de146cbc4179bfd1ac3b6903dfd1b" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/deepseek.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=aa8e8cf64d321084743476bacd21756e" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/deepseek.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=d21334dee5a9cdfc07e748ab21a9fd91" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/gemini.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=42e416f23fd756f051d6e7a90c6c7237" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/gemini.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=24ca904beecd301137c401d07fe4305a" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/litellm.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=80b003f4afe9c97cac48a57aaf442f80" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/litellm.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=8fb3f541444d86638145ece35694c63f" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/mistral.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=67720912dad10f1fc56479f9d49eda08" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/mistral.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=f6f8d7cd1fc43a5f549162b941ae2d35" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/openai.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=7e5e84b20fa31de5d810417bceb730bd" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/openai.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=81f48a39c28f901d10b76d6be0caa80f" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/openai.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=7e5e84b20fa31de5d810417bceb730bd" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/openai.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=81f48a39c28f901d10b76d6be0caa80f" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/autogen.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=3b75fe6250178777fb7168649a78635c" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/autogen.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=99f40a86c6bde25af4721ffbe4e6417f" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/claude.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=fddb029b66f8f80a3c27508c45198299" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/claude.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=a792d1d16b04bfe5af4cd8f48c00ac11" 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-fjmorr-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/crewai.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=780505dd267829efd53d544f16cf71f6" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/crewai.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=4d710d9defaa6ba36d209f06bc780bf7" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/brand/docs-favicon.png?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=75a402c51d02d97cd35bd78821c34d3c" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/googleadk.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=ebe9504cf1e7c4b837b6674066f5931d" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/googleadk.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=ca86bfabb28aa39a39e2ccafc6749d9b" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/brand/docs-favicon.png?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=75a402c51d02d97cd35bd78821c34d3c" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/brand/docs-favicon.png?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=75a402c51d02d97cd35bd78821c34d3c" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/mastra.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=4b39eb6b57d9888f3e4769b884010aba" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/mastra.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=2481e600c63ce1658808f88031020335" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/microsoft.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=a2a38b5d6f1a4c41adfd0f69dbe9bcbe" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/microsoft.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=ccfa1e1dc857d4ab3ef67d6c33221cf7" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/openai.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=7e5e84b20fa31de5d810417bceb730bd" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/openai.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=81f48a39c28f901d10b76d6be0caa80f" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=ce26100693f49af37fb297610c2ddcbc" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=8619b99b20fbead614c62454f5b30a29" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/pydanticai.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=530ef9b3487d52fd72f402375b29c00a" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=09fe62ed797100f22c2923995a1c101e" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/microsoft.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=a2a38b5d6f1a4c41adfd0f69dbe9bcbe" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/microsoft.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=ccfa1e1dc857d4ab3ef67d6c33221cf7" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/bedrock.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=366f6285cc6532a05db10ace0bc97351" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/bedrock.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=b3031ba3a528118baea2b44ad21ec68a" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/vercel.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=0927a14134106f6267542e7dc7282f06" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/dark/vercel.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=671d712437e03bb1d297219079e031c3" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/openai.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=7e5e84b20fa31de5d810417bceb730bd" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/openai.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=81f48a39c28f901d10b76d6be0caa80f" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/gemini.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=42e416f23fd756f051d6e7a90c6c7237" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/gemini.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=24ca904beecd301137c401d07fe4305a" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/livekit.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=9c0d69945cb8700701a8441bbdaf61d2" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/livekit.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=9076461041f03dc1557c94c7307de7d1" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/pipecat.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=c87c643925f1e30d1b5b33fe3b64deec" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/pipecat.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=297912241afba89d3ad23dabb11882b4" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/claude.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=fddb029b66f8f80a3c27508c45198299" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/claude.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=a792d1d16b04bfe5af4cd8f48c00ac11" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/openai.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=7e5e84b20fa31de5d810417bceb730bd" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/openai.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=81f48a39c28f901d10b76d6be0caa80f" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/opencode.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=02065e5ffce62723a49136be2d08d1c1" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/opencode.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=776c270ca8fb43fa700908465138b980" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/cursor.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=7b33bb84a260795eb11706e0ff57fa80" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/cursor.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=eef4ffa21421b04be9a3abfed07c6fbd" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/instructor.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=cf1b60733cbdd1b9c338e980725d97fe" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/instructor.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=c2acfcaf6d0c8a9cca0057d152ef302d" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/n8n.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=203a3e72720ce1c7607483416ead6f1e" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/n8n.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=6496f72f0df9f5715f695ded7bd6903f" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/pi.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=9410105fb24f1acc1da4a5dc30f20264" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/pi.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=719ca216b74814b5094ba6a85ef27563" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/temporal.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=85455d3c22b412f0396dc094eae03f8e" 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-1785791407-cdd2734/W0qR0gtmi3D8so0-/images/providers/dark/temporal.svg?fit=max&auto=format&n=W0qR0gtmi3D8so0-&q=85&s=7e57eeed8262976c9a320c01fe3321ea" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/light/vscode.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=9c5fd13705edbc8ee13e4a63a4e28fa3" 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-1785791407-cdd2734/57r6FhMZ5epyltn4/images/providers/dark/vscode.svg?fit=max&auto=format&n=57r6FhMZ5epyltn4&q=85&s=5f29ba3d1009163731373c36a1ac35be" 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>
