> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsev-1783462547-87637e9.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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/bedrock.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=3eb9cb1442ceac0d964a06f1d12aa30e" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/bedrock.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=a3bf98b6d670e56930b6b63228c36d73" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/anthropic.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=9ba50301532ee0a15c53093a08ec01fa" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/anthropic.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=35b745448c2b4758af0849248abfa221" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/deepseek.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=6a810685c570082e2799634d11256274" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/deepseek.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=734b701d2a192b3fe874247527a61238" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/gemini.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=fa4b5bf7a734ee3a86c54828e06377a8" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/gemini.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=0104058fa045a006c09674d25eddd75e" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/litellm.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=5084af9a152aeaac8ac82a242585c57c" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/litellm.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=40b7a4044a173d112731accb0e51a13b" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/mistral.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=cff4f5a7590c49a0b4aa617b3bacabd6" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/mistral.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=60bc747a1ff2f68745745e95f77c03a9" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/openai.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=25c35653bd0d3d982f5526160f414933" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/openai.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=5bba65879a2d3266fff1ec1fffb93a55" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/openai.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=25c35653bd0d3d982f5526160f414933" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/openai.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=5bba65879a2d3266fff1ec1fffb93a55" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/autogen.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=016d86e51eb41980a204b2be4426310c" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/autogen.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=b34eaf06b5c787019d02aee092db4a64" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/claude.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=fb2205f5c8820123662cbf2b520e6cc5" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/claude.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=fba57f157309227aa376197f5c91724e" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/crewai.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=e2d722774c6bc35875cc777d66bb1e44" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/crewai.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=5ef5ccf0e4e0491d3b4c44f648315157" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/brand/docs-favicon.png?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=e7a91904f581245ea3206e98b8ee05cd" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/googleadk.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=037cae5a5f5cc94ee9367c53a919a5a6" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/googleadk.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=5d7cb145c66dabf5333303f373152e31" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/brand/docs-favicon.png?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=e7a91904f581245ea3206e98b8ee05cd" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/brand/docs-favicon.png?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=e7a91904f581245ea3206e98b8ee05cd" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/mastra.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=50a901e8e6ba86607061fb1cc6264cec" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/mastra.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=fa6143a1f810363484ede29dbf76d297" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/microsoft.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=b6893ca175333b307d2c437e8666b585" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/microsoft.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=7b060a127285dd4137294cd003623fb3" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/openai.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=25c35653bd0d3d982f5526160f414933" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/openai.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=5bba65879a2d3266fff1ec1fffb93a55" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=1dd11eb9d04281441be1b009cc05eba1" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=65524880db8a4fd63d29b7915481b394" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/pydanticai.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=0a726a3571e28f2657712c8762e3a2f8" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=b6471f4d9ba89ad93f8de949f23b9a0f" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/microsoft.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=b6893ca175333b307d2c437e8666b585" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/microsoft.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=7b060a127285dd4137294cd003623fb3" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/bedrock.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=3eb9cb1442ceac0d964a06f1d12aa30e" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/bedrock.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=a3bf98b6d670e56930b6b63228c36d73" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/vercel.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=d527c091a0ccebe4af378e10cc75c49c" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/vercel.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=48fb345133873d827f413e9ad5195645" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/openai.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=25c35653bd0d3d982f5526160f414933" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/openai.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=5bba65879a2d3266fff1ec1fffb93a55" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/gemini.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=fa4b5bf7a734ee3a86c54828e06377a8" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/gemini.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=0104058fa045a006c09674d25eddd75e" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/livekit.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=951189d5c2b5d99399960ef6b24ef39b" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/livekit.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=a1ccff44a728d737322363ea0106c58a" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/pipecat.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=6334ab93545a79ae66e64f3fa1bec76d" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/pipecat.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=9e1f5997adeaee2d3e0c122e3bfe35d2" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/claude.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=fb2205f5c8820123662cbf2b520e6cc5" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/claude.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=fba57f157309227aa376197f5c91724e" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/openai.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=25c35653bd0d3d982f5526160f414933" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/openai.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=5bba65879a2d3266fff1ec1fffb93a55" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/opencode.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=4dce6f5d3781c93ce4bb486d08720d28" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/opencode.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=58d8263630cf7b618e4722194455c758" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/cursor.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=0a16052f30b12a5505b4204ac1946918" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/cursor.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=0131b6315f4a830bf7398cfb05746ba4" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/instructor.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=a9a2703ce8af0b85aa624e2755754a46" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/instructor.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=217d5c431d121ebf492db4bf41a15a5d" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/n8n.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=068381a7dc93c777d0dd716562b70e4c" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/n8n.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=89489b5e2627f5802c6475350e14ede2" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/pi.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=c10abd41ca6ebfcec8aa73dc08bfaef6" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/pi.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=90ba654fe3c6eb806cdf92bf1418fb8f" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/temporal.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=d430cb084bfa70b1acdafcd48991e0aa" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/temporal.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=3878183cf97900883f3ad4e34d34a881" alt="" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/vscode.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=a44f7f9dd6b39635ffb123c7d43b8b45" alt="" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/vscode.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=9d38d3dc3d72316e808278e11ac5abfe" alt="" 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>
