> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-platfo-1783716528-c4c322d.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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/bedrock.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=66e3a00b3c1271dd5a836841d22fba27" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/bedrock.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=82df47dcb5da7bc3260063bac7ad4e4d" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/anthropic.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=20dfdaf2c2f59408b209ea29dca37351" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/anthropic.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=3475e522b0c0e3d713858817f80d8516" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/deepseek.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=1f76869750dcee1bb8b1a73e68016e53" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/deepseek.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=d5c21bc07d49d59ef32ac63686a09110" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/gemini.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=7fb9e2455038706e5006527cae5cf985" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/gemini.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=ac68b4c7406d41f35d23272f28c2f251" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/litellm.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=08e283bd93e8e4b87902a70a4333be76" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/litellm.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=b2ebe363bec730f6d59315ddf28fb2d2" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/mistral.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=c10978efaddf0c212a40ff6faa6cf6db" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/mistral.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=8f8416cd80d57867fb03868d59f13254" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/openai.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=c45ae886fc74b6b30a32bbee0c10926f" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/openai.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=179b23b4873f8839027ab3d2c2a2ab20" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/openai.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=c45ae886fc74b6b30a32bbee0c10926f" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/openai.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=179b23b4873f8839027ab3d2c2a2ab20" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/autogen.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=6b8b46ed44d9749b3ebd71c85dc54a4d" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/autogen.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=b6bab5fc1781bca46669eb3be75943bb" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/claude.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=526f3a85da6892327cd167af079a24ac" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/claude.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=d456accaca3f8ea0ca51389561338442" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/crewai.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=b5d8c7223d2cd2677de096fd4dfceb1d" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/crewai.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=b01c7011ec460eee5377a07b5f3ee06a" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/brand/docs-favicon.png?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=6ec0aa820a229b3a61955d532b8953c6" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/googleadk.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=81a5fbb6d9d9775785852eb6f19a5227" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/googleadk.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=15432df076f46815604b57a2f6d1c3ff" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/brand/docs-favicon.png?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=6ec0aa820a229b3a61955d532b8953c6" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/brand/docs-favicon.png?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=6ec0aa820a229b3a61955d532b8953c6" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/mastra.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=eeff4b56bd7bdaedd58c1307dd88b2db" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/mastra.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=787e8af1845f6fa0c108c2a0e7177bc6" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/microsoft.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=f69f646364b7f4e3d95fd382be3fd297" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/microsoft.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=2b515e3f8eba84fe2bfddb99cbef018d" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/openai.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=c45ae886fc74b6b30a32bbee0c10926f" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/openai.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=179b23b4873f8839027ab3d2c2a2ab20" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=ca3816274f0a0f78f4ba3dd587aef376" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=5b1b2135eef4dd5d4c33a2ac1aa8b0b8" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/pydanticai.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=cda68ca352904a2f6da0415858815f31" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=6426735563869205c4e13d09f4317076" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/microsoft.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=f69f646364b7f4e3d95fd382be3fd297" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/microsoft.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=2b515e3f8eba84fe2bfddb99cbef018d" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/bedrock.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=66e3a00b3c1271dd5a836841d22fba27" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/bedrock.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=82df47dcb5da7bc3260063bac7ad4e4d" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/vercel.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=61fa9b83d30c9a6bc1780751b01cb07a" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/vercel.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=92a9c2c9d922b247713c5bdaf20afd41" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/openai.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=c45ae886fc74b6b30a32bbee0c10926f" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/openai.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=179b23b4873f8839027ab3d2c2a2ab20" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/gemini.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=7fb9e2455038706e5006527cae5cf985" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/gemini.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=ac68b4c7406d41f35d23272f28c2f251" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/livekit.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=c5c3b01a9a9154e729fe775c85b71b10" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/livekit.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=a185eb9e27df5d48ff994faa0aa2d897" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/pipecat.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=7d7a43cca2094195570d8608d6c15f78" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/pipecat.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=cd572aa659af7bd7c675bac2c72b4a31" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/claude.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=526f3a85da6892327cd167af079a24ac" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/claude.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=d456accaca3f8ea0ca51389561338442" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/openai.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=c45ae886fc74b6b30a32bbee0c10926f" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/openai.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=179b23b4873f8839027ab3d2c2a2ab20" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/opencode.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=68c896e08f8000bede3888c61f137ab4" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/opencode.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=f612e6c5ea93df69abe90dc7e4885a01" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/cursor.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=e211fb20eac1fc2228b6dc6928c067ea" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/cursor.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=cc55ea8d8db8ebd77acadf1ac5691f22" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/instructor.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=b93c4464cac7014c31bfb33b6bdfe426" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/instructor.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=32a4b5ab98361c0f676f920a2bfa488e" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/n8n.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=da141117ab1f982f000e2a7b59e9f31c" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/n8n.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=f70bec93a7717493029bc4bd78fc9d26" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/pi.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=c1ea1ed490dcf9b03d0cc34148cba490" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/pi.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=58cf19a6583b13cab5d0d84c2a1719df" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/temporal.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=ccc7b82a6f08f3e5a29f04dd349747b1" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/temporal.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=78aed0d63fe0d3b7592fa3879a9012a0" alt="" 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-platfo-1783716528-c4c322d/QPXDVmEGFQbrEmSI/images/providers/light/vscode.svg?fit=max&auto=format&n=QPXDVmEGFQbrEmSI&q=85&s=5e9120af9e6db8af1ad8bd99fb516932" alt="" 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-platfo-1783716528-c4c322d/hB_yt2zwGAvdAjeg/images/providers/dark/vscode.svg?fit=max&auto=format&n=hB_yt2zwGAvdAjeg&q=85&s=b1b27c22fa12d66d94c9053a4a701570" alt="" 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>
