> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-nickbo-1782510823-4bedb54.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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/bedrock.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=3ed6cf5655fdad0e652d096b03198279" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/bedrock.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=6d81ebd02dfd45f604958931633ef536" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/anthropic.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=27407a6223e6457a2056669b2c50614e" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/anthropic.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=bf02be447664f584835991e69b751d38" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/deepseek.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=b6164b5d7a6f65a1fae2baeef187cc43" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/deepseek.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=92f0a9629ab25eabfe6b29993cbbba51" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/gemini.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=df0a0f89840eb926b3ccf6c335556ade" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/gemini.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=ea01b7259beb5d8eb3ec1fc83196768a" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/litellm.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=6eaffcc537a3eb65281c34cb5dfbefc4" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/litellm.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=4af3cbaf516b265db5ebddb0b47e9553" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/mistral.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=3137522a69899353fd1f9c4d4a7c36b3" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/mistral.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=7611e0149cec7bf78553a743a0760f72" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/openai.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=21011acd93c6aa1e2911f332274a92a8" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/openai.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=5d8869762fc1877c77c640a4c91c2a28" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/openai.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=21011acd93c6aa1e2911f332274a92a8" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/openai.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=5d8869762fc1877c77c640a4c91c2a28" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/autogen.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=4de8ed2840ac8961bace8ae0d070e7dc" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/autogen.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=a33456e94f9de42356d2698d76d853a7" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/claude.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=d79ddef6ef78e44ab20e78faeb02a533" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/claude.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=b8ac6a6fb015ec8fb898c8bd1f09c7da" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/crewai.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=46329e28cb058cccf7accccfd0410e6e" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/crewai.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=27d627c6018db12060a4ffad66ee7c40" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/brand/docs-favicon.png?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=117daeb4227ff1e6b381d3fecb281fbe" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/googleadk.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=2c2993bade4df04eb9c79431265085ef" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/googleadk.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=8dd22028639dcea3d5b17bf3f3204eb1" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/brand/docs-favicon.png?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=117daeb4227ff1e6b381d3fecb281fbe" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/brand/docs-favicon.png?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=117daeb4227ff1e6b381d3fecb281fbe" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/mastra.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=dae6688aee0906b1cc4f101df4f42b84" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/mastra.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=4718913b923e2479a78965c99f314e71" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/microsoft.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=4d6616df76cee3b037a2f51a2cc9bfb0" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/microsoft.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=735ec11a8dacac8d03d73bf5eeab2f1a" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/openai.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=21011acd93c6aa1e2911f332274a92a8" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/openai.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=5d8869762fc1877c77c640a4c91c2a28" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=86c97fa120d9a2a782a2b5807bf30d9a" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=def3e221841c830b8fdf4ade0c409275" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/pydanticai.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=866dd9d30deda57c9e3e41718f575968" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=8357c1345fd2de35f129f7bc60285f20" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/microsoft.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=4d6616df76cee3b037a2f51a2cc9bfb0" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/microsoft.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=735ec11a8dacac8d03d73bf5eeab2f1a" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/bedrock.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=3ed6cf5655fdad0e652d096b03198279" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/bedrock.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=6d81ebd02dfd45f604958931633ef536" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/vercel.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=39f2dde21846d512d841d38ffe70ec7d" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/vercel.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=14b6b2e3e13d84d96369e45a87983e67" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/openai.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=21011acd93c6aa1e2911f332274a92a8" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/openai.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=5d8869762fc1877c77c640a4c91c2a28" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/gemini.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=df0a0f89840eb926b3ccf6c335556ade" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/gemini.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=ea01b7259beb5d8eb3ec1fc83196768a" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/livekit.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=d6e5a9e17ae0e85517ed7ca17707985f" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/livekit.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=dc0c9f253e9f4ac74663f66c42ca4f73" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/pipecat.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=3e322dd5f2a37c28e1d07cc52c3ec7f6" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/pipecat.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=2282fad01e41c5ad616b025e77b09082" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/claude.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=d79ddef6ef78e44ab20e78faeb02a533" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/claude.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=b8ac6a6fb015ec8fb898c8bd1f09c7da" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/openai.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=21011acd93c6aa1e2911f332274a92a8" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/openai.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=5d8869762fc1877c77c640a4c91c2a28" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/opencode.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=8fa3ba8f619661a1bfd707560111b0b4" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/opencode.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=a3971885dde68e66bd11120a587c0f55" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/instructor.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=d693cdfab8e924a2294b19d9c7e68610" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/instructor.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=9a70eda0e26e10545af5ac551230fdb3" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/n8n.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=b7c35eeaa4dd71678fc949b1e6121068" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/n8n.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=fbf23c32f102aafcd94aac7b3a7c8a51" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/pi.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=7bb99a338d920a7ae9b21b3d584c58ba" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/pi.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=a7ab81240392dd21248ce2027270f4af" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/temporal.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=d72562909c073bda5a462fece0dc04b8" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/temporal.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=2b0b7ff38e77f6fba9ab993d74e1806a" 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-nickbo-1782510823-4bedb54/elc-yEXmvho6cisJ/images/providers/light/vscode.svg?fit=max&auto=format&n=elc-yEXmvho6cisJ&q=85&s=a06456a389073a8bf51c71f145d60004" 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-nickbo-1782510823-4bedb54/RvTJaSaDyNbnYXEc/images/providers/dark/vscode.svg?fit=max&auto=format&n=RvTJaSaDyNbnYXEc&q=85&s=f9fc2a31019e245d0ea012d7c1abb36f" 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>
