> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsop-1783847326-6a62893.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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/bedrock.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=3698b4e80b65869d99c5d067c4db7d5e" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/bedrock.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=a2e7dd105bacc7d32d18271465b7cf1c" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/anthropic.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=272840f60dd7772be4a1e5922b6bd79e" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/anthropic.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=f5401cb4645a6e988802f604ceef5aac" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/deepseek.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=06281a9146d5fe379f44220e4c515f32" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/deepseek.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=9b4185520e18af9d8688780a3aeaf0b2" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/gemini.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=b97ac4ba489e91d308fe7ddd510fa9a0" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/gemini.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=efe2b15d90ff9cafd950e60bfb7441f2" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/litellm.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=cd829be97e771c2e812d0f6d653147c3" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/litellm.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=a0cffb30e228b3a9e2aeb7875a7c0794" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/mistral.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=7c834b1014e7a73fa6768911aa1b34a3" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/mistral.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=fad23f4601161959be51069a45e46bad" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/openai.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=6dc6cd371c78a4c907babfc82e502d14" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/openai.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=e5a4c506fd1f7bc307b7fe3d4edb915f" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/openai.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=6dc6cd371c78a4c907babfc82e502d14" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/openai.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=e5a4c506fd1f7bc307b7fe3d4edb915f" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/autogen.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=be26a2bd5e73843a1261c80cc9b8fe21" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/autogen.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=a5da0089a39162242b4b347ef3422626" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/claude.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=d4527d44c1a1c6464ad1f4bbc964c817" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/claude.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=7e62731bc6d579401f1980afafabe81a" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/crewai.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=74cdeec045570219522559ffbe21c2fd" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/crewai.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=21e44083b4b32e379e6392d9fd50d590" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/brand/docs-favicon.png?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=05a6a617bda5a7d10e62e7bf0df935c2" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/googleadk.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=26edc72b2d90b361bc4a2f0fdadaad67" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/googleadk.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=ea9a608cc55af44f38831cd04d4e1340" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/brand/docs-favicon.png?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=05a6a617bda5a7d10e62e7bf0df935c2" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/brand/docs-favicon.png?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=05a6a617bda5a7d10e62e7bf0df935c2" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/mastra.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=d507ec79c734231fb41dc2a90eb2e810" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/mastra.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=11dfb9df5c11fdd9fbd99920e3d1e239" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/microsoft.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=f03a576674b8868a7c822b649fc280d8" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/microsoft.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=b46cc9a4391f5b176f1d474a31c0a374" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/openai.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=6dc6cd371c78a4c907babfc82e502d14" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/openai.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=e5a4c506fd1f7bc307b7fe3d4edb915f" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=2ef538baf1009e1b769acc343e3d7cd5" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=b26bc326151ee452535a966982ee5fcb" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/pydanticai.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=d885914d695ba08c5ff251dc84b7b588" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=e0dc7ea594529e59efcc5ab4f58efa2d" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/microsoft.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=f03a576674b8868a7c822b649fc280d8" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/microsoft.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=b46cc9a4391f5b176f1d474a31c0a374" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/bedrock.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=3698b4e80b65869d99c5d067c4db7d5e" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/bedrock.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=a2e7dd105bacc7d32d18271465b7cf1c" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/vercel.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=3c9a9c5652aab9113bcbe119770aef38" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/vercel.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=d73a93bbb6d314e5c403f81b8f420988" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/openai.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=6dc6cd371c78a4c907babfc82e502d14" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/openai.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=e5a4c506fd1f7bc307b7fe3d4edb915f" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/gemini.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=b97ac4ba489e91d308fe7ddd510fa9a0" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/gemini.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=efe2b15d90ff9cafd950e60bfb7441f2" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/livekit.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=3f6a4945302cc218329e97d8be3fbf5b" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/livekit.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=275ca3dbae055122462e6a7ed4dcb27a" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/pipecat.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=bae3ca469eb3b4fd840b6994d1aaa99a" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/pipecat.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=1b9c65254911a9e6c7bb7baf374fcf41" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/claude.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=d4527d44c1a1c6464ad1f4bbc964c817" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/claude.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=7e62731bc6d579401f1980afafabe81a" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/openai.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=6dc6cd371c78a4c907babfc82e502d14" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/openai.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=e5a4c506fd1f7bc307b7fe3d4edb915f" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/opencode.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=9b8bae1ea3eaf68c66ab1f977cd3cce8" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/opencode.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=a282daeaf7d208d70c67ae5430145ef3" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/cursor.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=5f00a3f44bfc649c45b82bfa68666b40" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/cursor.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=ec25d83fd8ef2edde6170756d52d86a5" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/instructor.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=ff21cfe636dd0a67b4b98b282929a755" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/instructor.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=220d25cbec2dc5f62f2a9ab81f8dc99b" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/n8n.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=a8068674305792a1f105707bb0b661dd" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/n8n.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=b6e2114da49edc65dfad42a437b4f5a1" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/pi.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=365a4ec73105dccffbf66bb4c13a0ffa" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/pi.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=9e827ab6589250d1234acf6fa5e1e996" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/temporal.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=fe499f19c663ad7900e4ed1065a37f98" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/temporal.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=ce14a855c04e8e68ec6efdd86f147883" 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-docsop-1783847326-6a62893/YoG2O-8V3nHO1gQS/images/providers/light/vscode.svg?fit=max&auto=format&n=YoG2O-8V3nHO1gQS&q=85&s=7a60422199759128fd784d6dcb5818d6" 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-docsop-1783847326-6a62893/BKFNguH5UONiM5tY/images/providers/dark/vscode.svg?fit=max&auto=format&n=BKFNguH5UONiM5tY&q=85&s=271446f56889b8bee9bdd267651b0823" 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>
