> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

[LangSmith](https://smith.langchain.com?utm_source=docs\&utm_medium=cta\&utm_campaign=langsmith-signup\&utm_content=langsmith-integrations) provides integrations for a growing set of popular [LLM providers](#llm-providers) and [agent frameworks](#agent-frameworks) as well as [Deep Agents](/oss/python/deepagents/overview), [LangChain](/oss/python/langchain/overview), and [LangGraph](/oss/python/langgraph/overview). For setup and usage, refer to the guides listed on this page.

## LLM providers

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-bedrock" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/bedrock.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=7217419b5db358797b94a7d055ef95e0" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/bedrock.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=c1f4ee06cbe483c876ad436dc81ed783" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Amazon Bedrock</span>
  </a>

  <a href="/langsmith/trace-anthropic" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/anthropic.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=63b9b5fadad5e970158587135ad7c940" alt="" noZoom width="65" height="65" data-path="images/providers/light/anthropic.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/anthropic.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=aa574d45bfe296bd2feef9cc9ad3e563" alt="" noZoom width="65" height="65" data-path="images/providers/dark/anthropic.svg" />

    <span className="font-semibold">Anthropic</span>
  </a>

  <a href="/langsmith/trace-deepseek" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/deepseek.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=17fd7f34935b70ebbfbfbfbb0fbc6181" alt="" noZoom width="65" height="65" data-path="images/providers/light/deepseek.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/deepseek.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=1d63faf5fed59077a46196486a57f46a" alt="" noZoom width="65" height="65" data-path="images/providers/dark/deepseek.svg" />

    <span className="font-semibold">DeepSeek</span>
  </a>

  <a href="/langsmith/trace-with-google-gemini" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/gemini.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=d76905527ae5748946577f30239cb361" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/gemini.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=ff72c3d6c44d2e0ca92550f9fe15c815" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Google Gemini</span>
  </a>

  <a href="/langsmith/trace-litellm" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/litellm.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=a12606899df694a7743231f8910e0ea0" alt="" noZoom width="24" height="24" data-path="images/providers/light/litellm.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/litellm.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=add9db32ab0c8e4caa10f6a283e7d454" alt="" noZoom width="24" height="24" data-path="images/providers/dark/litellm.svg" />

    <span className="font-semibold">LiteLLM</span>
  </a>

  <a href="/langsmith/trace-with-mistral" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/mistral.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=3171bd553784aaf0536df48a5312bb2b" alt="" noZoom width="65" height="65" data-path="images/providers/light/mistral.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/mistral.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=90b512a296809df00205bbdbb7efa72b" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mistral.svg" />

    <span className="font-semibold">Mistral</span>
  </a>

  <a href="/langsmith/trace-openai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/openai.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=dd280d75f6c28c70227eed7717fb5cf0" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/openai.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=f5c371be10fbe2695ec90fba22705781" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI</span>
  </a>

  <a href="/langsmith/trace-with-openai-compatible" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/openai.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=dd280d75f6c28c70227eed7717fb5cf0" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/openai.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=f5c371be10fbe2695ec90fba22705781" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI-compatible APIs</span>
  </a>
</div>

<Callout icon="arrows-transfer-down" color="#4F46E5" iconType="regular">
  **Using LangChain?** LangChain provides a unified interface to 100+ LLM providers, which allows you to switch between models by setting environment variables. [Initialize a model](/oss/python/langchain/models#initialize-a-model) and LangSmith will automatically trace your application.
</Callout>

## Agent frameworks

<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-3">
  <a href="/langsmith/trace-with-autogen" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/autogen.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=5df7a208c4d4e11756f9f109a3a50900" alt="" noZoom width="65" height="65" data-path="images/providers/light/autogen.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/autogen.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=cc3b26f94ad90ee2ff89d78f722d67cd" alt="" noZoom width="65" height="65" data-path="images/providers/dark/autogen.svg" />

    <span className="font-semibold">AutoGen</span>
  </a>

  <a href="/langsmith/trace-claude-agent-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/claude.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=3dcc206e1b6f51d8c39ea0cae9264cba" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/claude.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=a6db3c9e787db3fdefa1a2e142236e79" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Agent SDK</span>
  </a>

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/crewai.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=1529fa05646aefad4bf821560d5848f7" alt="" noZoom width="65" height="65" data-path="images/providers/light/crewai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/crewai.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=fc3aff64454e2aded8be031b93991e58" alt="" noZoom width="65" height="65" data-path="images/providers/dark/crewai.svg" />

    <span className="font-semibold">CrewAI</span>
  </a>

  <a href="/langsmith/trace-deep-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/brand/docs-favicon.png?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=21e9ffa016caaa692cb1833e05e5880a" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">Deep Agents</span>
  </a>

  <a href="/langsmith/trace-with-google-adk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/googleadk.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=4e95d4a0adb2a161e23ff0a48f1c1f97" alt="" noZoom width="65" height="65" data-path="images/providers/light/googleadk.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/googleadk.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=d1c98d74183ba24c591e8f5044e97b4b" alt="" noZoom width="65" height="65" data-path="images/providers/dark/googleadk.svg" />

    <span className="font-semibold">Google ADK</span>
  </a>

  <a href="/langsmith/trace-with-langchain" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/brand/docs-favicon.png?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=21e9ffa016caaa692cb1833e05e5880a" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangChain</span>
  </a>

  <a href="/langsmith/trace-with-langgraph" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/brand/docs-favicon.png?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=21e9ffa016caaa692cb1833e05e5880a" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangGraph</span>
  </a>

  <a href="/langsmith/trace-with-mastra" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/mastra.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=67439fb011fc454e18340c4e7897c0c6" alt="" noZoom width="65" height="65" data-path="images/providers/light/mastra.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/mastra.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=7c44536dda22528b6aab60f18c9b7b39" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mastra.svg" />

    <span className="font-semibold">Mastra</span>
  </a>

  <a href="/langsmith/trace-with-microsoft-agent-framework" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/microsoft.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=8f5ee3bb5e80a3671fa569b9caaff48d" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/microsoft.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=3e95d7d1543367ee22a3f8e3e4db08c3" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Microsoft Agent Framework</span>
  </a>

  <a href="/langsmith/trace-with-openai-agents-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/openai.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=dd280d75f6c28c70227eed7717fb5cf0" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/openai.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=f5c371be10fbe2695ec90fba22705781" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Agents</span>
  </a>

  <a href="/langsmith/trace-with-opentelemetry" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=4f83d719c4d7b78793294dca2b6ce05b" alt="" noZoom width="65" height="65" data-path="images/providers/light/opentelemetry.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=ebd1bac994d882b209ccd56923a6dbdd" alt="" noZoom width="65" height="65" data-path="images/providers/dark/opentelemetry.svg" />

    <span className="font-semibold">OpenTelemetry</span>
  </a>

  <a href="/langsmith/trace-with-pydantic-ai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/pydanticai.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=e55bb9b879b22fd71f3025835325512e" alt="" noZoom width="65" height="65" data-path="images/providers/light/pydanticai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=d3b10c87689d290800100e2d6e470c00" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pydanticai.svg" />

    <span className="font-semibold">PydanticAI</span>
  </a>

  <a href="/langsmith/trace-with-semantic-kernel" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/microsoft.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=8f5ee3bb5e80a3671fa569b9caaff48d" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/microsoft.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=3e95d7d1543367ee22a3f8e3e4db08c3" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Semantic Kernel</span>
  </a>

  <a href="/langsmith/trace-with-strands-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/bedrock.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=7217419b5db358797b94a7d055ef95e0" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/bedrock.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=c1f4ee06cbe483c876ad436dc81ed783" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Strands Agents</span>
  </a>

  <a href="/langsmith/trace-with-vercel-ai-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/vercel.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=81094016ad223e7e94120d56f8314c5c" alt="" noZoom width="65" height="65" data-path="images/providers/light/vercel.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/vercel.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=6a405622b1a1d01404243010af9d11c2" alt="" noZoom width="65" height="65" data-path="images/providers/dark/vercel.svg" />

    <span className="font-semibold">Vercel AI SDK</span>
  </a>
</div>

## Voice AI frameworks

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <a href="/langsmith/trace-openai-realtime" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/openai.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=dd280d75f6c28c70227eed7717fb5cf0" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/openai.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=f5c371be10fbe2695ec90fba22705781" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Realtime</span>
  </a>

  <a href="/langsmith/trace-gemini-live" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/gemini.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=d76905527ae5748946577f30239cb361" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/gemini.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=ff72c3d6c44d2e0ca92550f9fe15c815" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Gemini Live</span>
  </a>

  <a href="/langsmith/trace-with-livekit" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/livekit.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=15a1325772f0e999e36d960d9ffec6f6" alt="" noZoom width="65" height="65" data-path="images/providers/light/livekit.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/livekit.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=93cc75db880431889e1ea75f286991e6" alt="" noZoom width="65" height="65" data-path="images/providers/dark/livekit.svg" />

    <span className="font-semibold">Livekit</span>
  </a>

  <a href="/langsmith/trace-with-pipecat" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/pipecat.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=161b0f177397b5fb71e74873a6df193f" alt="" noZoom width="65" height="65" data-path="images/providers/light/pipecat.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/pipecat.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=4f03fb33a89f7e56260d25ef6a5f33e7" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pipecat.svg" />

    <span className="font-semibold">Pipecat</span>
  </a>
</div>

## Developer tools

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-claude-code" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/claude.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=3dcc206e1b6f51d8c39ea0cae9264cba" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/claude.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=a6db3c9e787db3fdefa1a2e142236e79" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Code</span>
  </a>

  <a href="/langsmith/trace-with-codex" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/openai.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=dd280d75f6c28c70227eed7717fb5cf0" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/openai.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=f5c371be10fbe2695ec90fba22705781" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Codex</span>
  </a>

  <a href="/langsmith/trace-with-opencode" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/opencode.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=2570c6a56c9066a3c7829c9772681389" alt="" noZoom width="300" height="300" data-path="images/providers/light/opencode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/opencode.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=52227330a77090bd2ea554467526a0a0" alt="" noZoom width="300" height="300" data-path="images/providers/dark/opencode.svg" />

    <span className="font-semibold">OpenCode</span>
  </a>

  <a href="/langsmith/trace-with-cursor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/cursor.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=2eeaa5e240f6b6fad53ab3c46303fe04" alt="" noZoom width="65" height="65" data-path="images/providers/light/cursor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/cursor.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=82e2d85a71f3f837311880025a7f2b33" alt="" noZoom width="65" height="65" data-path="images/providers/dark/cursor.svg" />

    <span className="font-semibold">Cursor</span>
  </a>

  <a href="/langsmith/trace-with-instructor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/instructor.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=494285f90298385033ccca4f978e5b28" alt="" noZoom width="65" height="65" data-path="images/providers/light/instructor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/instructor.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=bc63e20a365e6753d7249e925ecaa2ab" alt="" noZoom width="65" height="65" data-path="images/providers/dark/instructor.svg" />

    <span className="font-semibold">Instructor</span>
  </a>

  <a href="/langsmith/trace-with-n8n" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/n8n.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=7e78962326f47ae5c54acaad19887706" alt="" noZoom width="24" height="24" data-path="images/providers/light/n8n.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/n8n.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=52696c35b7513f291d87caba5eca13fb" alt="" noZoom width="24" height="24" data-path="images/providers/dark/n8n.svg" />

    <span className="font-semibold">n8n</span>
  </a>

  <a href="/langsmith/trace-with-pi" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/pi.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=5bbfe378b6794aaef806790932f186ba" alt="" noZoom width="65" height="65" data-path="images/providers/light/pi.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/pi.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=23a7b07467e031d08ae108f088d5c183" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pi.svg" />

    <span className="font-semibold">Pi</span>
  </a>

  <a href="/langsmith/trace-with-temporal" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/temporal.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=404ceb4bd489b6bae8dd9caffc136648" alt="" noZoom width="65" height="65" data-path="images/providers/light/temporal.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/temporal.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=c8ce9dc242c9f217f2e1fa4fcd3fef7e" alt="" noZoom width="65" height="65" data-path="images/providers/dark/temporal.svg" />

    <span className="font-semibold">Temporal</span>
  </a>

  <a href="/langsmith/trace-with-vscode-copilot" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/Ewb8kuI-i1qb4Ymo/images/providers/light/vscode.svg?fit=max&auto=format&n=Ewb8kuI-i1qb4Ymo&q=85&s=b9a5828abda532f9e6d72feeea00e47d" alt="" noZoom width="24" height="24" data-path="images/providers/light/vscode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsde-1784335089-f17e3b2/IaG7LNk9r4O0OF07/images/providers/dark/vscode.svg?fit=max&auto=format&n=IaG7LNk9r4O0OF07&q=85&s=9c54d9b7b2f3b34e291a43a3ff0537b7" 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.
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  <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>
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