> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1785262793-1b12552.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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/bedrock.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=0d2cfc764dfe5b3512fda474319ee18e" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/bedrock.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=1753bb0cd5ba75a21f3a50950689a075" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/anthropic.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=c4c25e41760e048a00a017f5bf137fdc" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/anthropic.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=d1fe7a8e11a486f8727bfe7487e10d2c" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/deepseek.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=cf7f388011712c4edc94547de84ed2bb" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/deepseek.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=f8c0868dd6cc1f21fe20d1dbf3b7b3d3" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/gemini.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=e28b56d4d712eee661f15da7ed51cf23" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/gemini.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=dbaf6ab15dde52d046402937eac21044" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/litellm.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=dc590c6550b70a25102c4070a2317f4c" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/litellm.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=d623401294616e6eb076775dc46a232f" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/mistral.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=f8c7e886d08d57ec9e8d46e47f25ffe7" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/mistral.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=a3a3a7b0dafe7921f8fdee7516d85b7e" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/openai.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=ea5c44d04bb02ab23e354ac6f37506e4" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/openai.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=671c86acdc4bb312a7178306f4317d25" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/openai.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=ea5c44d04bb02ab23e354ac6f37506e4" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/openai.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=671c86acdc4bb312a7178306f4317d25" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/autogen.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=bbe1b0f7cacc098b4221cf0b68276f76" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/autogen.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=ef05534902bf3eebc2c537ba6dea66c0" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/claude.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=c1cb0cc623b7d3b5338c3826450ca088" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/claude.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=2a35349ad2fd8e7f2667bd70df9f1d96" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/crewai.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=5bbc967136077726c52d32bc887b81f1" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/crewai.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=72a5035cfb82e8769031697892a737e0" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/brand/docs-favicon.png?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=3d5555fada1b39fd00ccfa3d030924da" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/googleadk.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=e1f7a4582ca44362b5bfffcce58d054a" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/googleadk.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=fc1a56183253134753c6a550e5422d67" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/brand/docs-favicon.png?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=3d5555fada1b39fd00ccfa3d030924da" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/brand/docs-favicon.png?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=3d5555fada1b39fd00ccfa3d030924da" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/mastra.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=bede7517fc892ee34295d0e339342184" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/mastra.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=179088b93b7c660c6db3d8bbc57a3776" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/microsoft.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=4073f31687314e3fab329036804ad597" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/microsoft.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=d76180b0ffb129efc5584a242941aabb" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/openai.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=ea5c44d04bb02ab23e354ac6f37506e4" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/openai.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=671c86acdc4bb312a7178306f4317d25" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=6d4420c6271dcd364d2b438bf097166d" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=c0bf6e1eabff2b4f0352fa6925d86378" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/pydanticai.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=01a1e9ea863264f7d84ac8771305e2ce" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=692eff44f8cefbd28fa61a55d9aa04f0" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/microsoft.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=4073f31687314e3fab329036804ad597" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/microsoft.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=d76180b0ffb129efc5584a242941aabb" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/bedrock.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=0d2cfc764dfe5b3512fda474319ee18e" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/bedrock.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=1753bb0cd5ba75a21f3a50950689a075" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/vercel.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=52e8b5aa9fffe66ac1b790fada628cfc" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/vercel.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=74d97ace2947fcedfec2e944f0a03ec1" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/openai.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=ea5c44d04bb02ab23e354ac6f37506e4" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/openai.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=671c86acdc4bb312a7178306f4317d25" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/gemini.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=e28b56d4d712eee661f15da7ed51cf23" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/gemini.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=dbaf6ab15dde52d046402937eac21044" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/livekit.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=a8f006ce6b1f60926e5ee5f4c342f0c8" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/livekit.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=31ad098fbc0b2cd273486061f8e456a3" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/pipecat.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=424397b01497eabbc1e824e06095a947" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/pipecat.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=ef08387949ebb8c48f2c046e8ecc8bd3" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/claude.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=c1cb0cc623b7d3b5338c3826450ca088" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/claude.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=2a35349ad2fd8e7f2667bd70df9f1d96" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/openai.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=ea5c44d04bb02ab23e354ac6f37506e4" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/openai.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=671c86acdc4bb312a7178306f4317d25" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/opencode.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=ddaf16a3392b157274467b151f8e2468" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/opencode.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=5b11a9a11e4f1a566b49fe42034a2624" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/cursor.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=7b1ad072bc5fb1a436834a9e11ba31cc" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/cursor.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=1232b3e816bd8b6665519f5ddf7a59c7" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/instructor.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=583df816ec7da5a91cfcb8a2a248c0b6" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/instructor.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=cd87d3d5cfd7725c63bdf10f9c6b4561" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/n8n.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=7091c94ca426c5d122dc6160ad10f5ff" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/n8n.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=4973088191f8ae07b3b73a2480532197" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/pi.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=5de396f5d6a9fa2fa3b83be5f919ba31" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/pi.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=8a93b8ebf58ac9b176d50b1eae6285dc" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/temporal.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=20fd064abe1a13bfe20179f88b2b4904" 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-opensw-1785262793-1b12552/mbPdeT9aP0HyqZG8/images/providers/dark/temporal.svg?fit=max&auto=format&n=mbPdeT9aP0HyqZG8&q=85&s=a5e1029a2d067694a1c36d757778e768" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/light/vscode.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=cf5d15ea2c5e1a9b0f77209db40027dd" 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-opensw-1785262793-1b12552/ESmOOn0TOiYUHA22/images/providers/dark/vscode.svg?fit=max&auto=format&n=ESmOOn0TOiYUHA22&q=85&s=70132e6af1e9035e42db4c1696c63ea2" 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>
