> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsde-1785862016-990fd26.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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/bedrock.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=6683e3fa5eab8ef4355e8421ef14b2d0" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/bedrock.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=8d63e383d0ac69ba73495f4ff7de2c4b" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/anthropic.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=196bbde88aca069eed27c5d89ac7486d" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/anthropic.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=a77e43147cdfa031e73c6cdf26cd88f8" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/deepseek.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=a6d7340c8235b03d3754eed10aae107e" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/deepseek.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=a12edd1318eb8f4753a0cc79eb8e0af4" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/gemini.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=cfa9598be25479a9e4d92345fa0310f0" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/gemini.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=667865ee7c0fa2b23d12442b04c09c18" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/litellm.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=c17b7cf05f7084e70184f45db003e094" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/litellm.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=d1d1c2683ef194722a54b3d1d85f0fee" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/mistral.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=9e06ae5e5e81710a248e24cd190e1e30" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/mistral.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=4d10f3f902969c7a0cd2280e3340c939" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/openai.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=8f2e9c19bcd5c9c2dd51763338fa1f4f" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/openai.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=38cb0d1b8a63cbb6c5f8d8da78fc6257" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/openai.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=8f2e9c19bcd5c9c2dd51763338fa1f4f" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/openai.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=38cb0d1b8a63cbb6c5f8d8da78fc6257" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/autogen.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=19278c438fc0111d0f7f34595cadd2de" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/autogen.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=b1eeedbb3e6bf902102a8658ca79a79a" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/claude.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=3ac0971c5131a68d896cd3482e18bfa2" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/claude.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=df5dfa26ad627db20907497cd1893d66" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/crewai.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=2b8abc4d0d101db67c6549d23029de79" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/crewai.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=accaae58a24fc7255b9fc449015c1a5f" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/brand/docs-favicon.png?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=8ba054e4073e16605e8c668fafe9b869" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/googleadk.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=784d6d357c84b76660d5876e1144a287" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/googleadk.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=bdc050ac9a39bb1f4f2cfdbfc4b1787d" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/brand/docs-favicon.png?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=8ba054e4073e16605e8c668fafe9b869" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/brand/docs-favicon.png?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=8ba054e4073e16605e8c668fafe9b869" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/mastra.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=4dfad84fd1d5747e85b2bdd738d766e8" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/mastra.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=983e97d74e3e508fe15de52f1d791ef3" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/microsoft.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=ce3fb1dcd5544533978cbf52766ef14d" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/microsoft.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=c002427cccd7ac66f284118f7d41acc0" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/openai.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=8f2e9c19bcd5c9c2dd51763338fa1f4f" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/openai.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=38cb0d1b8a63cbb6c5f8d8da78fc6257" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=9f4dac8cac81b47649fa4296418a3fea" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=cd43cac7a4dc205018a46fbec2c495c0" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/pydanticai.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=9a906cb3d8b2b3d22f5d068b8b8b019a" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=ddf88684b15ecdcaa7f502f0363fb1e0" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/microsoft.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=ce3fb1dcd5544533978cbf52766ef14d" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/microsoft.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=c002427cccd7ac66f284118f7d41acc0" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/bedrock.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=6683e3fa5eab8ef4355e8421ef14b2d0" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/bedrock.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=8d63e383d0ac69ba73495f4ff7de2c4b" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/vercel.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=adf9fd4b9dff4f1f22943699c2a87bf8" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/dark/vercel.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=bc1b5e0c7f94de0c05eb91f3944b513e" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/openai.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=8f2e9c19bcd5c9c2dd51763338fa1f4f" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/openai.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=38cb0d1b8a63cbb6c5f8d8da78fc6257" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/gemini.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=cfa9598be25479a9e4d92345fa0310f0" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/gemini.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=667865ee7c0fa2b23d12442b04c09c18" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/livekit.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=cb2cb1df50d159d9f731b6f00457126f" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/livekit.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=33e272e1b36a99c7db82b14f29968d3f" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/pipecat.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=c3ffab9ff9b1cd17940dfa676b639834" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/pipecat.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=1d9d0f835228d9411b1aa4f37677880e" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/claude.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=3ac0971c5131a68d896cd3482e18bfa2" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/claude.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=df5dfa26ad627db20907497cd1893d66" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/openai.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=8f2e9c19bcd5c9c2dd51763338fa1f4f" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/openai.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=38cb0d1b8a63cbb6c5f8d8da78fc6257" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/opencode.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=65b208f41c33d7a416a11fac80998f1f" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/opencode.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=b3e050fba7f86c2644393a03de092e59" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/cursor.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=eb90d9c116e769a19818231966c57e96" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/cursor.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=14b9c17828116234fb900152dc3a82b8" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/instructor.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=3771d36f123ef77cdbf9d1715c021066" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/instructor.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=48f219067842be2b5c969222266411fc" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/n8n.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=7f3ac3e2b346685e9a59183dbe5fc149" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/n8n.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=457b9d5755611781a7a67a00d4728666" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/pi.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=eb1af23fe1b80bff1919d0d6a4cf5f16" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/pi.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=1245de58d7b28b8e83c9448cfe3ac651" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/temporal.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=51f0aefbe734b335a6f5f97b42dde039" alt="" noZoom 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-docsde-1785862016-990fd26/qhj2lqCdnm5WkEmP/images/providers/dark/temporal.svg?fit=max&auto=format&n=qhj2lqCdnm5WkEmP&q=85&s=a2a835a61e2d406e6dcfee915a0f057f" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/light/vscode.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=fe3ad365e2563301514be13572405c91" alt="" noZoom 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-docsde-1785862016-990fd26/dVlScs9s99KTfVUx/images/providers/dark/vscode.svg?fit=max&auto=format&n=dVlScs9s99KTfVUx&q=85&s=ce414c6184dd4c9db5499b8367940208" alt="" noZoom 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>
