> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

[LangSmith](https://smith.langchain.com?utm_source=docs\&utm_medium=cta\&utm_campaign=langsmith-signup\&utm_content=langsmith-integrations) provides integrations for a growing set of popular [LLM providers](#llm-providers) and [agent frameworks](#agent-frameworks) as well as [Deep Agents](/oss/python/deepagents/overview), [LangChain](/oss/python/langchain/overview), and [LangGraph](/oss/python/langgraph/overview). For setup and usage, refer to the guides listed on this page.

## LLM providers

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-bedrock" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/bedrock.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=df9e76f9aa7e89532830b4eef8639ed5" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/bedrock.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=ffc624ac21fbe5e386c7ea104f2405e4" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Amazon Bedrock</span>
  </a>

  <a href="/langsmith/trace-anthropic" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/anthropic.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=e99cc1ba9f56abcdfd56b50b185ab6b2" alt="" noZoom width="65" height="65" data-path="images/providers/light/anthropic.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/anthropic.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=e9c4bd79fa0b7c3601621c4c5a1fbc92" alt="" noZoom width="65" height="65" data-path="images/providers/dark/anthropic.svg" />

    <span className="font-semibold">Anthropic</span>
  </a>

  <a href="/langsmith/trace-deepseek" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/deepseek.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=053c7455d077bebc06fa4c83b587c388" alt="" noZoom width="65" height="65" data-path="images/providers/light/deepseek.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/deepseek.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=501e219fd51e527fa625603e605625aa" alt="" noZoom width="65" height="65" data-path="images/providers/dark/deepseek.svg" />

    <span className="font-semibold">DeepSeek</span>
  </a>

  <a href="/langsmith/trace-with-google-gemini" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/gemini.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=6a4cf6522c52b554421ee9f2c2a4802d" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/gemini.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=884346b570678f6fd1000ce22b0b2859" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Google Gemini</span>
  </a>

  <a href="/langsmith/trace-litellm" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/litellm.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=3d6f3d5c774ea052ec6b51839b92fa90" alt="" noZoom width="24" height="24" data-path="images/providers/light/litellm.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/litellm.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=455d2fe3189df01e767584a5ac1485c8" alt="" noZoom width="24" height="24" data-path="images/providers/dark/litellm.svg" />

    <span className="font-semibold">LiteLLM</span>
  </a>

  <a href="/langsmith/trace-with-mistral" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/mistral.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=57d05d8287603023f049f68866d44682" alt="" noZoom width="65" height="65" data-path="images/providers/light/mistral.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/mistral.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=8720890edff2836c348979734d9ce67f" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mistral.svg" />

    <span className="font-semibold">Mistral</span>
  </a>

  <a href="/langsmith/trace-openai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/openai.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=f91e2a1dfef0b2e87e989ec51a0c9dba" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/openai.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=24b7a3367b47010d3172623a7f2d2c98" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI</span>
  </a>

  <a href="/langsmith/trace-with-openai-compatible" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/openai.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=f91e2a1dfef0b2e87e989ec51a0c9dba" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/openai.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=24b7a3367b47010d3172623a7f2d2c98" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI-compatible APIs</span>
  </a>
</div>

<Callout icon="arrows-transfer-down" color="#4F46E5" iconType="regular">
  **Using LangChain?** LangChain provides a unified interface to 100+ LLM providers, which allows you to switch between models by setting environment variables. [Initialize a model](/oss/python/langchain/models#initialize-a-model) and LangSmith will automatically trace your application.
</Callout>

## Agent frameworks

<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-3">
  <a href="/langsmith/trace-with-autogen" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/autogen.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=e0da3f2ee7ede4c323f90a716337168b" alt="" noZoom width="65" height="65" data-path="images/providers/light/autogen.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/autogen.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=74afaff8227d3b4d4828b992fa91f024" alt="" noZoom width="65" height="65" data-path="images/providers/dark/autogen.svg" />

    <span className="font-semibold">AutoGen</span>
  </a>

  <a href="/langsmith/trace-claude-agent-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/claude.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=6addf10f86d7165e2cd72f536f811bf3" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/claude.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=eed459d9ab47f6530c10c9430d668042" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Agent SDK</span>
  </a>

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/crewai.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=a393ef4d5a9e8fd8f66239848a51608d" alt="" noZoom width="65" height="65" data-path="images/providers/light/crewai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/crewai.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=2b6e3ecd07f49112827f923d6d5b4fd8" alt="" noZoom width="65" height="65" data-path="images/providers/dark/crewai.svg" />

    <span className="font-semibold">CrewAI</span>
  </a>

  <a href="/langsmith/trace-deep-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/brand/docs-favicon.png?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=324fe1bbb023d6eb9365a0dfb4e5e5a4" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">Deep Agents</span>
  </a>

  <a href="/langsmith/trace-with-google-adk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/googleadk.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=da38e9292b1f110cdf04e06fe3f459fb" alt="" noZoom width="65" height="65" data-path="images/providers/light/googleadk.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/googleadk.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=7040072703d7525ce28f4fcd7600c5a7" alt="" noZoom width="65" height="65" data-path="images/providers/dark/googleadk.svg" />

    <span className="font-semibold">Google ADK</span>
  </a>

  <a href="/langsmith/trace-with-langchain" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/brand/docs-favicon.png?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=324fe1bbb023d6eb9365a0dfb4e5e5a4" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangChain</span>
  </a>

  <a href="/langsmith/trace-with-langgraph" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/brand/docs-favicon.png?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=324fe1bbb023d6eb9365a0dfb4e5e5a4" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangGraph</span>
  </a>

  <a href="/langsmith/trace-with-mastra" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/mastra.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=de0b29fd97b9c3b4fc4e20399234594e" alt="" noZoom width="65" height="65" data-path="images/providers/light/mastra.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/mastra.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=e50da054a9a496ab202a322dc26a8096" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mastra.svg" />

    <span className="font-semibold">Mastra</span>
  </a>

  <a href="/langsmith/trace-with-microsoft-agent-framework" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/microsoft.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=96efd275dc3f45a66142408a0ecbf429" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/microsoft.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=6a3698251b93ce8e4e52f2ddcb34f39f" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Microsoft Agent Framework</span>
  </a>

  <a href="/langsmith/trace-with-openai-agents-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/openai.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=f91e2a1dfef0b2e87e989ec51a0c9dba" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/openai.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=24b7a3367b47010d3172623a7f2d2c98" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Agents</span>
  </a>

  <a href="/langsmith/trace-with-opentelemetry" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=75ef426a012ae45cc81c89377c80de9b" alt="" noZoom width="65" height="65" data-path="images/providers/light/opentelemetry.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=18190a60d4506070cfe4abc060145cd7" alt="" noZoom width="65" height="65" data-path="images/providers/dark/opentelemetry.svg" />

    <span className="font-semibold">OpenTelemetry</span>
  </a>

  <a href="/langsmith/trace-with-pydantic-ai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/pydanticai.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=36c1e95f6a4d8b1cbb3e3cab94fd4d16" alt="" noZoom width="65" height="65" data-path="images/providers/light/pydanticai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=9ed211ed9575964ae9e092367b3cd464" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pydanticai.svg" />

    <span className="font-semibold">PydanticAI</span>
  </a>

  <a href="/langsmith/trace-with-semantic-kernel" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/microsoft.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=96efd275dc3f45a66142408a0ecbf429" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/microsoft.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=6a3698251b93ce8e4e52f2ddcb34f39f" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Semantic Kernel</span>
  </a>

  <a href="/langsmith/trace-with-strands-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/bedrock.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=df9e76f9aa7e89532830b4eef8639ed5" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/bedrock.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=ffc624ac21fbe5e386c7ea104f2405e4" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Strands Agents</span>
  </a>

  <a href="/langsmith/trace-with-vercel-ai-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/vercel.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=aad534a9caaa87acef24d7c63e8e9940" alt="" noZoom width="65" height="65" data-path="images/providers/light/vercel.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/dark/vercel.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=356ac0910fd2dac963f791adb7b11329" alt="" noZoom width="65" height="65" data-path="images/providers/dark/vercel.svg" />

    <span className="font-semibold">Vercel AI SDK</span>
  </a>
</div>

## Voice AI frameworks

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <a href="/langsmith/trace-openai-realtime" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/openai.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=f91e2a1dfef0b2e87e989ec51a0c9dba" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/openai.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=24b7a3367b47010d3172623a7f2d2c98" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Realtime</span>
  </a>

  <a href="/langsmith/trace-gemini-live" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/gemini.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=6a4cf6522c52b554421ee9f2c2a4802d" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/gemini.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=884346b570678f6fd1000ce22b0b2859" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Gemini Live</span>
  </a>

  <a href="/langsmith/trace-with-livekit" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/livekit.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=8f861b290a1afffed7561c52e4286e1b" alt="" noZoom width="65" height="65" data-path="images/providers/light/livekit.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/livekit.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=ff9df6c460fbe8e9ad5282c7b63ffcbe" alt="" noZoom width="65" height="65" data-path="images/providers/dark/livekit.svg" />

    <span className="font-semibold">Livekit</span>
  </a>

  <a href="/langsmith/trace-with-pipecat" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/pipecat.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=83eb4d53a7c6089c17c2b69b56a814a3" alt="" noZoom width="65" height="65" data-path="images/providers/light/pipecat.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/pipecat.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=90de36f39876594d69e56dfb2ca6b809" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pipecat.svg" />

    <span className="font-semibold">Pipecat</span>
  </a>
</div>

## Developer tools

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-claude-code" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/claude.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=6addf10f86d7165e2cd72f536f811bf3" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/claude.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=eed459d9ab47f6530c10c9430d668042" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Code</span>
  </a>

  <a href="/langsmith/trace-with-codex" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/openai.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=f91e2a1dfef0b2e87e989ec51a0c9dba" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/openai.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=24b7a3367b47010d3172623a7f2d2c98" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Codex</span>
  </a>

  <a href="/langsmith/trace-with-opencode" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/opencode.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=0794a767789de5925dd72b4a3459473c" alt="" noZoom width="300" height="300" data-path="images/providers/light/opencode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/opencode.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=303f1c79d54d9ba16c50b60fa4535c46" alt="" noZoom width="300" height="300" data-path="images/providers/dark/opencode.svg" />

    <span className="font-semibold">OpenCode</span>
  </a>

  <a href="/langsmith/trace-with-cursor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/cursor.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=27765968b6edd9b58d2c720b55cb198a" alt="" noZoom width="65" height="65" data-path="images/providers/light/cursor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/cursor.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=023cc4b9ec25b6560f335956e1369a34" alt="" noZoom width="65" height="65" data-path="images/providers/dark/cursor.svg" />

    <span className="font-semibold">Cursor</span>
  </a>

  <a href="/langsmith/trace-with-instructor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/instructor.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=61be7e1a29a7093ea769243458e2c681" alt="" noZoom width="65" height="65" data-path="images/providers/light/instructor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/instructor.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=6128b412454926be8592490d15c238d9" alt="" noZoom width="65" height="65" data-path="images/providers/dark/instructor.svg" />

    <span className="font-semibold">Instructor</span>
  </a>

  <a href="/langsmith/trace-with-n8n" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/n8n.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=35130b91458ae0ad4ad00d377b3c14c3" alt="" noZoom width="24" height="24" data-path="images/providers/light/n8n.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/n8n.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=07e0b6ba37ab3fbf116a0da06e72870b" alt="" noZoom width="24" height="24" data-path="images/providers/dark/n8n.svg" />

    <span className="font-semibold">n8n</span>
  </a>

  <a href="/langsmith/trace-with-pi" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/pi.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=7519b08916c398578087f05486b30dc0" alt="" noZoom width="65" height="65" data-path="images/providers/light/pi.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/pi.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=b1c4572770c43008b97a6b009433588f" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pi.svg" />

    <span className="font-semibold">Pi</span>
  </a>

  <a href="/langsmith/trace-with-temporal" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/temporal.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=455d82f5c95577970b5d6f7598d01f30" alt="" noZoom width="65" height="65" data-path="images/providers/light/temporal.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/ks38lc-ll13U67KW/images/providers/dark/temporal.svg?fit=max&auto=format&n=ks38lc-ll13U67KW&q=85&s=58f44efd2b51364d06f82c70cae88742" alt="" noZoom width="65" height="65" data-path="images/providers/dark/temporal.svg" />

    <span className="font-semibold">Temporal</span>
  </a>

  <a href="/langsmith/trace-with-vscode-copilot" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/light/vscode.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=11055896018b82f77e3557b1fc34b118" alt="" noZoom width="24" height="24" data-path="images/providers/light/vscode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsau-1785869675-f3bf36c/u_DujQgM5SUgzI43/images/providers/dark/vscode.svg?fit=max&auto=format&n=u_DujQgM5SUgzI43&q=85&s=8a3b57899fbb689e36c5fb1a12ea1feb" alt="" noZoom width="24" height="24" data-path="images/providers/dark/vscode.svg" />

    <span className="font-semibold">VS Code Copilot</span>
  </a>
</div>

These coding agent integrations follow a shared [metadata contract](/langsmith/coding-agent-metadata-contract) that standardizes the trace fields they emit.

***

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  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
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    [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/langsmith/integrations.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).
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