> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsse-1788217470-b7511b1.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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/bedrock.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=063927c27f171e29b79f4b576529dbd3" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/bedrock.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=1d7bfbb36d8c17f0cc843698d6ef0999" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/anthropic.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=c5f8180e73fc4325b0f615f4a0395f08" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/anthropic.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=27d44d8bd602b8e5b2a7e792892f6cf0" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/deepseek.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=88f52c0c3789399669b535ba761927b7" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/deepseek.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=a74e444881dfe9df90180b1af92650b2" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/gemini.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=7546f20d5ae0ce3c3b9e8dc8e4d052f5" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/gemini.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=a82f3a8729ebc1efee3bf583053ba827" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/litellm.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=00f100b0993570c431642f10434f0f69" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/litellm.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=74c23bdac187ceddd822cf0e1d9777b9" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/mistral.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=401ff48a5a95a46989201b21bd8ec0b8" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/mistral.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=b90ce39fc56b799c3983995c377fd196" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=07127568b4a1a9cb695fbbb4259bfa74" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=cb97544f67bbdcffa5d73206bfa4308b" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=07127568b4a1a9cb695fbbb4259bfa74" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=cb97544f67bbdcffa5d73206bfa4308b" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/autogen.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=fc6043dc3e85d36110b945aaeeebb5d2" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/autogen.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=c3148c124e29b93d212006c9e86ef3f1" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/claude.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=e22911f8f2b9451665fca8883c72ee5a" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/claude.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=62a0c932c8fe2023debb1bf9a3653d67" 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-claude-managed-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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/claude.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=e22911f8f2b9451665fca8883c72ee5a" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/claude.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=62a0c932c8fe2023debb1bf9a3653d67" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Managed Agents</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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/crewai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=468d73d1af01903e754e12a70008e185" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/crewai.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=578bfd357c1fbc92e3ade7cab90ff553" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/brand/docs-favicon.png?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=f04ef6b555c7d9aab03e34ad8b338baf" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/googleadk.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=0ddb827faf230a93bfddfabc6cb22866" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/googleadk.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=e3082c65a6dc37e38f2d2a30393f2a9d" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/brand/docs-favicon.png?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=f04ef6b555c7d9aab03e34ad8b338baf" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/brand/docs-favicon.png?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=f04ef6b555c7d9aab03e34ad8b338baf" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/mastra.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=80f83886e636d9237f642cb55ecc4910" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/mastra.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=a03b8306f32202bff5b9f69161d1a984" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/microsoft.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=9ddba5769e636f928644ea549a3e749a" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/microsoft.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=c39f2675d0fcc77f765ea6417a2fa53b" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=07127568b4a1a9cb695fbbb4259bfa74" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=cb97544f67bbdcffa5d73206bfa4308b" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=0c5398817d627fedf90a1433a5155f7d" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=f2cc34de50a7f539f2656fc6dc5dabb0" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/pydanticai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=7d9bc72376adcdd3af9c568b8bcf0c4e" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=00bff7f0910daa68749c894384d781ad" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/microsoft.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=9ddba5769e636f928644ea549a3e749a" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/microsoft.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=c39f2675d0fcc77f765ea6417a2fa53b" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/bedrock.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=063927c27f171e29b79f4b576529dbd3" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/bedrock.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=1d7bfbb36d8c17f0cc843698d6ef0999" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/vercel.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=dfb5409966e9e03baa91eaf1e0c636ab" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/vercel.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=6a643a335f3a836a8b16e1599d9be150" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=07127568b4a1a9cb695fbbb4259bfa74" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=cb97544f67bbdcffa5d73206bfa4308b" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/gemini.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=7546f20d5ae0ce3c3b9e8dc8e4d052f5" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/gemini.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=a82f3a8729ebc1efee3bf583053ba827" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/livekit.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=3a109f551756aae7d913e90fc0cce920" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/livekit.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=c2d559677b8a39ab9ec5dbb96bf5bba6" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/pipecat.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=bcfd5c7fda014d14e1bbdb766182b6c0" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/pipecat.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=3f7879c84800288f81dac596c1bb349a" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/claude.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=e22911f8f2b9451665fca8883c72ee5a" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/claude.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=62a0c932c8fe2023debb1bf9a3653d67" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=07127568b4a1a9cb695fbbb4259bfa74" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/openai.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=cb97544f67bbdcffa5d73206bfa4308b" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/opencode.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=614e31efac910a96b56ac3e4d133e682" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/opencode.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=397d0cd25b04c88736242fed47b84a2d" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/cursor.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=865df074af69a8091dd4ad791e7d2ad1" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/cursor.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=48a409d5e6e67afd6cb5aac638bb175e" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/instructor.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=4952f55c91adbb1114feba6a4595afdc" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/instructor.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=16336301dea11aab31f8867acecb77e3" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/n8n.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=808423f274eaae19d1955eb65cde0e5e" 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-docsse-1788217470-b7511b1/YWXoABQpCQIH4l4P/images/providers/dark/n8n.svg?fit=max&auto=format&n=YWXoABQpCQIH4l4P&q=85&s=522b50213d2b83c261ce9bfa2882e29c" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/pi.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=cb2fd5a06c99a2cdda293ca27dd4112e" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/pi.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=64878953b63f64cc7363cc2c7d931c27" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/temporal.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=fb497705ef467649de2e28bba7fffef3" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/temporal.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=16bbb11edae4d751176fc9723e209002" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/light/vscode.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=c7edd93fd52ca65b04754812ab172741" 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-docsse-1788217470-b7511b1/8DRSpAprvwhl1TVb/images/providers/dark/vscode.svg?fit=max&auto=format&n=8DRSpAprvwhl1TVb&q=85&s=0207ebbd485be4675e54916bc3b94307" 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.

***

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    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
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    [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).
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