> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-contex-1789468204-c45d5ed.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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/bedrock.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=1ac225a9f5ccf62a758428c028971872" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/bedrock.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=f7e7ceef2335f0669739b467abe2b0d1" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/anthropic.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=1a96fd6060a93b9f0a494506dc5259fb" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/anthropic.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=cc913ec28338b74742cef49b6b55dd52" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/deepseek.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=d802758c5512c64d77132602a436af1f" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/deepseek.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=adc6399b1cd395640d44f7fdd7bb5f62" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/gemini.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=6155b376939cb9b5ac4cc955ee6063a0" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/gemini.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=504567d22d51418abc71586fee6b87d1" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/litellm.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=518f39c867dfd7fc0116aec57beb88df" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/litellm.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=db71fdf9a37d45397a68e6743d380e48" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/mistral.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=ea4888c8900e9e042e4820f7542d08e7" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/mistral.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=06e0804a5bfb161e7d45de1bb1b40c4a" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=3e2200471803aa701459a3446a3ee9a7" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=90071aebc462943c684af572d07b6017" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=3e2200471803aa701459a3446a3ee9a7" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=90071aebc462943c684af572d07b6017" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/autogen.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=229783d4efbbe96f2a5b3ca4a8be4a88" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/autogen.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=d5b948a13853adfbf1f5fe123a966652" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/claude.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=99dbae93cf41e39e258b276998573d57" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/claude.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=d5bbe1b09a4b4afee57f836d85f2e81a" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/claude.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=99dbae93cf41e39e258b276998573d57" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/claude.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=d5bbe1b09a4b4afee57f836d85f2e81a" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/crewai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=074499a314d388bd2a9d2c1102c10a42" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/crewai.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=732f64cbcf0dbb01aaa4febf965b992c" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/brand/docs-favicon.png?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=5815670753527b8a3dcbcc3a0c5d12e8" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/googleadk.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=ca7f3cf7c535b21e7468bd8af16bb56e" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/googleadk.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=3f445931f8b5afc2e788a442a9a0f5cf" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/brand/docs-favicon.png?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=5815670753527b8a3dcbcc3a0c5d12e8" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/brand/docs-favicon.png?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=5815670753527b8a3dcbcc3a0c5d12e8" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/mastra.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=2bd1cd2ba80d5a0340078dc9227453df" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/mastra.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=f86c4cbc66ad1a8486d431e4a0f75be9" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/microsoft.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=ef64c5e20492f7570ad73bcb6896fca9" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/microsoft.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=7b1c39a77a45c82e4dda6c346b3c4916" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=3e2200471803aa701459a3446a3ee9a7" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=90071aebc462943c684af572d07b6017" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=669652d89077139c7e11cca4008e7749" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=ca8afa7197b61e3b6dfb025623e7eb0d" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/pydanticai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=b642df3c4bbedf7a7df116ff28c2d010" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=7a08449d8592cd80e0c5f6493a2d5c55" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/microsoft.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=ef64c5e20492f7570ad73bcb6896fca9" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/microsoft.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=7b1c39a77a45c82e4dda6c346b3c4916" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/bedrock.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=1ac225a9f5ccf62a758428c028971872" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/bedrock.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=f7e7ceef2335f0669739b467abe2b0d1" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/vercel.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=59754e1213162d5b21883cde0368670b" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/vercel.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=37856eef38e7b4f55885d8e2b7c488fc" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=3e2200471803aa701459a3446a3ee9a7" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=90071aebc462943c684af572d07b6017" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/gemini.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=6155b376939cb9b5ac4cc955ee6063a0" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/gemini.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=504567d22d51418abc71586fee6b87d1" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/livekit.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=2c17497972f5ffbf20d518a6496b6fe4" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/livekit.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=f049ee544cf3d41dafc872d946b7355d" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/pipecat.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=803415c087053802926023f6f93dabed" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/pipecat.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=37605b84e0235a923d013af4c78e2bfb" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/claude.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=99dbae93cf41e39e258b276998573d57" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/claude.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=d5bbe1b09a4b4afee57f836d85f2e81a" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=3e2200471803aa701459a3446a3ee9a7" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/openai.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=90071aebc462943c684af572d07b6017" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/opencode.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=d9a96d5ae6a585036097b9a5776e9e9d" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/opencode.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=7d6acfdc415cc213a177afb8f137ed43" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/cursor.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=239f816e9d71bc1a69b662fc93d42872" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/cursor.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=25f7ac825d2191b417bd3cb155fb9388" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/instructor.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=4f912acff87cfec114ee042b4e9e1b8a" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/instructor.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=3f23e5c2e1fdf55ac7f59fa48b622b1d" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/n8n.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=0a80edc5fb964b10e9573ee104fe2f58" 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-contex-1789468204-c45d5ed/UXaGrQHOPL5sSvGr/images/providers/dark/n8n.svg?fit=max&auto=format&n=UXaGrQHOPL5sSvGr&q=85&s=6f9c648204355c81cfd6310ecf40cf4e" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/pi.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=6b084ba0425bc3ce9590ca70dec7b059" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/pi.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=2d4120e670c36f368a94482a855ed0c2" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/temporal.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=56970ba6d410a69b7257111ef669f57a" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/temporal.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=a40dd5a980126f7e41fc3c299d85370e" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/light/vscode.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=e8a2aa9ea42e794a34ba974ddf161518" 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-contex-1789468204-c45d5ed/uW2XKyrGT0zyF1Su/images/providers/dark/vscode.svg?fit=max&auto=format&n=uW2XKyrGT0zyF1Su&q=85&s=5ad6cd4ec2f43bb0012d3661e36a678b" 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>
