> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-andrea-1788291633-e423528.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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/bedrock.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ba1d866665393753a59e4664b591f037" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/bedrock.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=59c70263f47e4a6a65981b43829995c6" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/anthropic.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=e09070813caae9616fa49e8e96056fb0" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/anthropic.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=3afd2de38e11a40a9ba6cd27ab946992" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/deepseek.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2e6b34455771fb2aa1c61108fea89ead" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/deepseek.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=425f7a44551fcb3acb94cc4dda7124d2" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/gemini.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2bbf968b0b2218b837e4737c6fe1d8dd" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/gemini.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=c6b645d4b2416566a8048880c7e9c216" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/litellm.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=8de75ab72095f72082c55ad9d9251d84" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/litellm.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=dc195657ce38a78c5c8e7d01ef582d7d" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/mistral.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=cc6efa5c149c0ceafcc2ec4a303edbc2" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/mistral.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=9efbcdf8f8685a62677ca5651b8cba20" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2859226d723b050d43bf889243bcb2bc" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ce9a8be66dadc41df39e79a2abf29ca2" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2859226d723b050d43bf889243bcb2bc" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ce9a8be66dadc41df39e79a2abf29ca2" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/autogen.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=4a36fde01ecef9e37af91404d9c9ece8" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/autogen.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=9768e1f99cca6662bcb17120f287ea0d" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/claude.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=c3f736acc66fe36963150b6522b43ee1" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/claude.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=b10a411bb103a58c3f985d4f1b2ec48f" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/claude.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=c3f736acc66fe36963150b6522b43ee1" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/claude.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=b10a411bb103a58c3f985d4f1b2ec48f" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/crewai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=f3170eed63b272c9ae86a83f34ba2efb" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/crewai.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=edbd33ea4d8144da29b939b15737f240" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/brand/docs-favicon.png?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=f8af5c0d9ac8a383074db150733f3e15" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/googleadk.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=4c009515f68770af3657b9c81bca4fa2" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/googleadk.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=bb0cedb5a668a7a2a083a47885e58e40" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/brand/docs-favicon.png?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=f8af5c0d9ac8a383074db150733f3e15" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/brand/docs-favicon.png?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=f8af5c0d9ac8a383074db150733f3e15" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/mastra.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=c11860b6d5847a430723cb9ee502db7f" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/mastra.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=9e5d6a9efd39f9d768b55395aeb9ea12" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/microsoft.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=4776fdce511089284ab20471d53e490f" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/microsoft.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=92e0d787018d01aa9e2f7b6a2e360be1" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2859226d723b050d43bf889243bcb2bc" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ce9a8be66dadc41df39e79a2abf29ca2" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=7a05406922371f6a21eeb17ed3b308f5" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=6e5b5453d19f31b178f9272948b7e2c0" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/pydanticai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=e24e14fd9fb1e100c1fd3c09f5b3c17e" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=c7e5260aac17c4ae64ce81be8fe5d1d8" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/microsoft.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=4776fdce511089284ab20471d53e490f" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/microsoft.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=92e0d787018d01aa9e2f7b6a2e360be1" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/bedrock.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ba1d866665393753a59e4664b591f037" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/bedrock.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=59c70263f47e4a6a65981b43829995c6" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/vercel.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=796f2e53b0ea29e0a87c791a2a175fa9" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/vercel.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=03631664e62d0b53a5760c9d47207616" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2859226d723b050d43bf889243bcb2bc" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ce9a8be66dadc41df39e79a2abf29ca2" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/gemini.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2bbf968b0b2218b837e4737c6fe1d8dd" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/gemini.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=c6b645d4b2416566a8048880c7e9c216" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/livekit.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ccb198fc53837d65fb7e854833175603" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/livekit.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=faf1740f0af49f39c1ccf5412d56a4ea" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/pipecat.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2607dd5ef794a0f382d1abacb7a84c9d" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/pipecat.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=30e09a7560226b4ee80d3e5455b930e6" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/claude.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=c3f736acc66fe36963150b6522b43ee1" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/claude.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=b10a411bb103a58c3f985d4f1b2ec48f" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2859226d723b050d43bf889243bcb2bc" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/openai.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ce9a8be66dadc41df39e79a2abf29ca2" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/opencode.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=885ae567b5018abbb2fa69057daa2c6b" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/opencode.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=1caf47d565f5d8c5f8a6a90e97b056e1" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/cursor.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=c6092ba2b038445cbf3c5fb400422dcc" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/cursor.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=4e69dd51053b89ae3b181a0a99cde739" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/instructor.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=6750a15a18aa81595d8153be2a79f24e" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/instructor.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=823ccd33874fc9ba298fc6c8e3be5c1f" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/n8n.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=ee781abb72e879a43fdc339779b87e7a" 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-andrea-1788291633-e423528/WhWu5wEE5pkjjxsI/images/providers/dark/n8n.svg?fit=max&auto=format&n=WhWu5wEE5pkjjxsI&q=85&s=e38ff09d2f6dcb1acb2b8b9b6c295b67" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/pi.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=087be559eb2c93a3fd82dc13084ce09a" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/pi.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=3e8136d768fd96e8127cda6ac12f7668" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/temporal.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=b3ad9548128484102c76ccb3c6240fb1" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/temporal.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=700d04f9e11c32bb4369f3b2c544c310" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/light/vscode.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=2fb33ff7f8ad4dc565deaf499ea4462c" 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-andrea-1788291633-e423528/xpeRRMvOBW9j1tr8/images/providers/dark/vscode.svg?fit=max&auto=format&n=xpeRRMvOBW9j1tr8&q=85&s=c754c49f4d960cce313116efce2f439c" 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>
