> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-ccsyst-1784037136-69dfadc.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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/bedrock.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=bd529ed95a7855f13d092908d94743a8" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/bedrock.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=ef3f2f17539e9109de507eff65798649" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/anthropic.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=ec7c7fb61d2e84edb4c4f52a228f00c1" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/anthropic.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=50605e129cb3aee8caf05578f2aa0a8f" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/deepseek.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=3aecc319fb95216b131d9026ab51b573" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/deepseek.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=75f0f1946fa5fdbb80bb95ccbc3de506" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/gemini.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=34d6f6e220437f0e549e1e65281c7423" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/gemini.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=4ac3d54cfbeaf755d41491e94655f764" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/litellm.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=cc2b26a3d39bae19ce8b9e64e2bc6fd8" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/litellm.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=5434c3ecd4516233c6f46c93ae93cfb4" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/mistral.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=0d272d8529360439aca87ec1fd1574a3" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/mistral.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=11a7a3f62e972c2bcd00b87367273d5f" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/openai.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=0fbce18e1d5a3e06f12451990c7a9e98" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/openai.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=7b9c66827c6560629a88f036e524eb90" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/openai.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=0fbce18e1d5a3e06f12451990c7a9e98" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/openai.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=7b9c66827c6560629a88f036e524eb90" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/autogen.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=10f62fbb7b2e7a0186ae30ff4609b52a" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/autogen.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=5e41a7f076a8ffc9fee11adeadf340ff" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/claude.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=c8cbf74c20eba2718d5192f3dfabf98a" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/claude.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=0ff8e473f175cd3a25bf0db7cc9dee9a" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/crewai.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=ef64076419fd76cb272fe5b851eb55a7" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/crewai.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=aedd876967bfb675c0148a941ab030c7" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/brand/docs-favicon.png?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=f88d9450cf499d3cf1ab25a7d5c7e65a" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/googleadk.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=3ba4cbd13aaf5eac5b42a798dddfa204" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/googleadk.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=3f4e5301c582669a6dfe6ecc20152fbc" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/brand/docs-favicon.png?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=f88d9450cf499d3cf1ab25a7d5c7e65a" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/brand/docs-favicon.png?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=f88d9450cf499d3cf1ab25a7d5c7e65a" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/mastra.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=db145b648ce50df612047e28ad90b882" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/mastra.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=4805e2e72bd20df296f324d4122ee9d0" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/microsoft.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=f85d7f415bdf55ad8018fd4c63a91391" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/microsoft.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=55c8f9b86798dad8ed1c14b6c214123e" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/openai.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=0fbce18e1d5a3e06f12451990c7a9e98" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/openai.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=7b9c66827c6560629a88f036e524eb90" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=66ab4c6e7c3a126e84c96f140516b75e" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=3d8d60c144d9fa1cdc72421b274da2fd" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/pydanticai.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=72c6a296550df172415921bade5d21bf" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=cfb8023f410721c769382301704e3938" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/microsoft.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=f85d7f415bdf55ad8018fd4c63a91391" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/microsoft.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=55c8f9b86798dad8ed1c14b6c214123e" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/bedrock.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=bd529ed95a7855f13d092908d94743a8" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/bedrock.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=ef3f2f17539e9109de507eff65798649" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/vercel.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=d48cf5f6ee989457c3cfe6f1b76b70a8" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/vercel.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=3ec6434fc2b8df6fca8f9c9fd5d0686b" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/openai.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=0fbce18e1d5a3e06f12451990c7a9e98" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/openai.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=7b9c66827c6560629a88f036e524eb90" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/gemini.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=34d6f6e220437f0e549e1e65281c7423" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/gemini.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=4ac3d54cfbeaf755d41491e94655f764" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/livekit.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=773d886d2ce0f1dc2c92f0c020a3ed54" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/livekit.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=55bf10b6a3a177f7f5bc49772c6fbbc5" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/pipecat.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=6d7bf216da26f28080f57a4f1e35970c" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/pipecat.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=a1886a3273c731f5c994bd9f1d3422dd" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/claude.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=c8cbf74c20eba2718d5192f3dfabf98a" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/claude.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=0ff8e473f175cd3a25bf0db7cc9dee9a" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/openai.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=0fbce18e1d5a3e06f12451990c7a9e98" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/openai.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=7b9c66827c6560629a88f036e524eb90" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/opencode.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=fc8e512d73a8e1ee970f2e6b19d75ec2" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/opencode.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=06196ebf37c5e170ed319a5439f2fe5e" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/cursor.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=c69a5a82ce6b3e2200522bb31922ba94" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/cursor.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=4e46164879ec1964448dcb579e16e05e" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/instructor.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=f4faba4fca60b25716c69e0bd4c631c1" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/instructor.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=d53104466fdb82a5b75961e332cfd015" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/n8n.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=8a8bd376c799c5228ffbd368c2908842" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/n8n.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=0add5f3d90f62a265673eb2c49192e3b" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/pi.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=192c3e5c8dd501cf8f3c09540b39c464" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/pi.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=f159f1d3f36881602a0dd6ed524758ef" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/temporal.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=5313624a026d54f93ba716753d3bddbb" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/temporal.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=80bba7f6527f1296b4938f2e18dee7e6" 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-ccsyst-1784037136-69dfadc/MIklNmXzNpIhlLiH/images/providers/light/vscode.svg?fit=max&auto=format&n=MIklNmXzNpIhlLiH&q=85&s=b17d547633f8c8c9365a59eff4629002" 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-ccsyst-1784037136-69dfadc/DM7u4sSNCxAy9IZo/images/providers/dark/vscode.svg?fit=max&auto=format&n=DM7u4sSNCxAy9IZo&q=85&s=86a6247c28d7f038866807086e2a010a" 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>
