> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1782332329-96d87c7.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

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

## LLM providers

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-bedrock" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/bedrock.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=07b0c6a2c368adaa76f79ba86d2d723b" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/bedrock.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=dacc5d3623809c78546db05691b8e5b1" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/anthropic.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=6ebc533de7f23104d1bcc946fc3bdc8f" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/anthropic.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=e599179d8a3dcf87872e5ca8172428a1" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/deepseek.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=5b01b83b92db98f74a23c33bab8a88a2" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/deepseek.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=d5c05626b05c6461fb36da9505ee1f66" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/gemini.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=a60a52a653d587f7144cf569a40ab6fa" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/gemini.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=1aeacf005d565104d7768bbe3b2ec9cf" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/litellm.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=a3c756d9e3edd479e8ac537211c991ea" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/litellm.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=f82eb2d73c3e5a347b952cbce24b6c65" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/mistral.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=68735bffe41c95384c420bb3d23cc22f" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/mistral.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=c88ff55b98b361d5e8e35bf461a3618b" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/openai.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=f932096763b6e3b80e29c4e7ba38c1e6" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/openai.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=bca444d44d84ed2f910080f00c0b17dc" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/openai.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=f932096763b6e3b80e29c4e7ba38c1e6" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/openai.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=bca444d44d84ed2f910080f00c0b17dc" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/autogen.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=9945683bb71d1709b05c51180bbbc4d5" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/autogen.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=40a57cdee1f28906b5359610afb78e5e" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/claude.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=e4900b3c030c4797b726acdfd1ea031e" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/claude.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=18c225ad081e403b5de6732117ea2a86" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/crewai.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=f9e6767785164634f6eabe26d4b21c95" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/crewai.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=edd239443f8a2488504b3f51601a8fae" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/brand/docs-favicon.png?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=6e07809655de042f652d5af7da6c0fad" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/googleadk.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=094ac76826edba1b8d84dc09e6ba810d" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/googleadk.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=98917340dbd0a6422d7fb9ffa1954bd1" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/brand/docs-favicon.png?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=6e07809655de042f652d5af7da6c0fad" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/brand/docs-favicon.png?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=6e07809655de042f652d5af7da6c0fad" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/mastra.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=2c49d62f69a4c1cc73392c285d81d680" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/mastra.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=8b858145133068ff57f84b1647db7d3e" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/microsoft.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=0532ac06b9bdbbe2753998cb49a4fac1" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/microsoft.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=f56fc6bfcb217dcfa06cce246f3e1cce" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/openai.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=f932096763b6e3b80e29c4e7ba38c1e6" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/openai.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=bca444d44d84ed2f910080f00c0b17dc" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=a86fae00bc57655bbb4027daa2987a08" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=53a5363ce9d98abf53cf11c2eb87efc0" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/pydanticai.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=14d96286032bd4148fb2c9e7fbf3a9cd" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=d5f30c05bef60fff5c2a80d0c7498c6b" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/microsoft.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=0532ac06b9bdbbe2753998cb49a4fac1" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/microsoft.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=f56fc6bfcb217dcfa06cce246f3e1cce" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/bedrock.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=07b0c6a2c368adaa76f79ba86d2d723b" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/bedrock.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=dacc5d3623809c78546db05691b8e5b1" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/vercel.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=ddcaa45429bb83595a4eb9af7f1d81d6" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/vercel.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=577d13c57032aa2ae8819d75088a06a7" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/openai.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=f932096763b6e3b80e29c4e7ba38c1e6" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/openai.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=bca444d44d84ed2f910080f00c0b17dc" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/gemini.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=a60a52a653d587f7144cf569a40ab6fa" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/gemini.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=1aeacf005d565104d7768bbe3b2ec9cf" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/livekit.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=0c1b784339451fe6bacd55847c9fe19e" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/livekit.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=c82c8032d993931dc9c54ffd98af8e73" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/pipecat.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=09a905020cf42467d7b947a10432b43f" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/pipecat.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=9a191438c3759412d43215e6c534bfaa" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/claude.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=e4900b3c030c4797b726acdfd1ea031e" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/claude.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=18c225ad081e403b5de6732117ea2a86" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/openai.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=f932096763b6e3b80e29c4e7ba38c1e6" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/openai.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=bca444d44d84ed2f910080f00c0b17dc" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/opencode.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=8b601b1ff205c83bb3ded692c8184452" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/opencode.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=1c601f262645d5b38e3332accdae0a0c" alt="" width="300" height="300" data-path="images/providers/dark/opencode.svg" />

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

  <a href="/langsmith/trace-with-instructor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/instructor.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=e323cf27234478e99c5ac29814429088" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/instructor.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=7cb51b0bb2d5a086188b83c97105ee54" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/n8n.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=7e7a480ef2684d010c29bd6eebbbed94" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/n8n.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=42d9e247efdbe4f9db75894639d332e9" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/pi.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=451101b768f45b1d4856a888da46cc9c" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/pi.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=095623ef2ce9bc6159a5b865b13bd9d4" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/temporal.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=e76d824964a0ad25676c4ed0520ab9b9" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/temporal.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=b26b0c3d18a0933ca51e0b2fca2d99d3" 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-opensw-1782332329-96d87c7/Mj_diJ2O0jlrq6lk/images/providers/light/vscode.svg?fit=max&auto=format&n=Mj_diJ2O0jlrq6lk&q=85&s=24c8c7d6fd01dab6700a83b8e0df2ba2" 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-opensw-1782332329-96d87c7/nRHyMivvoENVCdkG/images/providers/dark/vscode.svg?fit=max&auto=format&n=nRHyMivvoENVCdkG&q=85&s=d2e689fcc807e85686efd1b5f2780138" alt="" width="24" height="24" data-path="images/providers/dark/vscode.svg" />

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

***

<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>
