> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-martha-1783445227-958e5c9.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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/bedrock.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=8a9f169ab0c03c4c909bd7705e6f39e6" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/bedrock.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=ac658fafa03168afc91e5471cd327714" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/anthropic.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=3912b0f455343360ec48b45ea6d63725" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/anthropic.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=59c53552dccb53337e00948bd015bceb" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/deepseek.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=3d057cb03ec2eef25119a5eefa293813" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/deepseek.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=4ab8b752f82beefc9a1820f520658722" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/gemini.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=05fef17721b0c7d4f3a6f0de7fc34b39" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/gemini.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=f3dc1a7ec9cab7088718050cbd20a30f" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/litellm.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=4a2d17a9c930e8a7e9b94306134153b0" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/litellm.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=1d3622d6ad4e2a8b1220228910e520b0" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/mistral.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=51ec65d6d8e829ab6edb28b7f61d50b2" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/mistral.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=4f4a4ae964fcdce43a1036a8a8e8a878" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/openai.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=57852a52bb977e1661244387b30b3aef" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/openai.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=d030da5a32f5727f9bf95fa8584b0b57" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/openai.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=57852a52bb977e1661244387b30b3aef" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/openai.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=d030da5a32f5727f9bf95fa8584b0b57" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/autogen.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=9d049da048209c0ccd73d596116985ce" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/autogen.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=5112477d509861be27c2836615bbf917" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/claude.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=347704249454d939295df7804b957272" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/claude.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=4f76fd60a6779fafae8a09aeb57d9ab3" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/crewai.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=4a31a98f1f7c206aa09be372acaa4d9c" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/crewai.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=95030c35004a17f94a98d979f0ba061b" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/brand/docs-favicon.png?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=e725b07721ef71e5b966914cc05ba9bb" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/googleadk.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=6a3385cbb3d3ca648515324728d5c33e" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/googleadk.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=c7206d973eb7c514a443f3bc6ec59e9d" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/brand/docs-favicon.png?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=e725b07721ef71e5b966914cc05ba9bb" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/brand/docs-favicon.png?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=e725b07721ef71e5b966914cc05ba9bb" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/mastra.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=79f951132e448c2c59467fd3389b2546" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/mastra.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=caa9df9a1fa084431d5b148db91f39c2" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/microsoft.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=be9c40d8c99111935ab818ee95ab2da8" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/microsoft.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=dc482502ac820efaec90943c6f4e29d0" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/openai.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=57852a52bb977e1661244387b30b3aef" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/openai.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=d030da5a32f5727f9bf95fa8584b0b57" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=0a78781cde2c65e9fc81772794832623" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=c602acf2f119ec84c9220f0efda43223" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/pydanticai.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=1237c09843d4e1e374a286f015098527" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=301af8a105d5bc0a18c33f20fb308b18" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/microsoft.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=be9c40d8c99111935ab818ee95ab2da8" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/microsoft.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=dc482502ac820efaec90943c6f4e29d0" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/bedrock.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=8a9f169ab0c03c4c909bd7705e6f39e6" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/bedrock.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=ac658fafa03168afc91e5471cd327714" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/vercel.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=ac1dab52ea72765090a8a8de25d656ec" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/vercel.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=bac8740d197f2073ad84d7c1ab36d9b4" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/openai.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=57852a52bb977e1661244387b30b3aef" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/openai.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=d030da5a32f5727f9bf95fa8584b0b57" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/gemini.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=05fef17721b0c7d4f3a6f0de7fc34b39" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/gemini.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=f3dc1a7ec9cab7088718050cbd20a30f" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/livekit.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=b8dcc1c4b66740cf7c932603885da518" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/livekit.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=c27f280942857e30a15d0b9166a23d63" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/pipecat.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=88408b1e9859f551766eef4cb62a9cb5" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/pipecat.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=fab62171b9fca2ac8f04f2bfb77019c3" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/claude.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=347704249454d939295df7804b957272" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/claude.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=4f76fd60a6779fafae8a09aeb57d9ab3" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/openai.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=57852a52bb977e1661244387b30b3aef" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/openai.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=d030da5a32f5727f9bf95fa8584b0b57" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/opencode.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=24838a0e7874f91b76a494f22514e075" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/opencode.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=0cb2310bb8d57149fb032c091b79afe5" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/cursor.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=41d57f9b28114720342aeaacb66142de" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/cursor.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=7af4c23c31765548ba39b8207b7c23a7" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/instructor.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=6836428ea9994ba06907085f299da41a" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/instructor.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=c4a67d4d4aa09fdf1d40835fa9600511" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/n8n.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=d332d588bad84d952c8c353ec5895ded" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/n8n.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=c6b3d0d37a09601677b75ac2b7b2802e" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/pi.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=29903d45ad2cb37494b2fbfe4d659a19" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/pi.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=34898b7e5210f68a68b36f2a0bf89643" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/temporal.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=3c8bdcaf07a4be132485b45a89b66a0a" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/temporal.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=69ef5fed8cb4b578a1240c988ed11d05" 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-martha-1783445227-958e5c9/_2KYQMGBLySyAaN9/images/providers/light/vscode.svg?fit=max&auto=format&n=_2KYQMGBLySyAaN9&q=85&s=031aa36b5a61be418a9ae3c3876e34f5" 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-martha-1783445227-958e5c9/gj9pRvXkZ8BSMQLz/images/providers/dark/vscode.svg?fit=max&auto=format&n=gj9pRvXkZ8BSMQLz&q=85&s=89898b99713592f7e196e43f78952190" 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>
