> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-zh.cn/llms.txt
> Use this file to discover all available pages before exploring further.

# 集成

[LangSmith](https://smith.langchain.com/) 提供了与日益增多的流行 [LLM 提供商](#llm-提供商) 和 [智能体框架](#智能体框架) 的集成，同时也支持 [Deep Agents](/oss/python/deepagents/overview)、[LangChain](/oss/python/langchain/overview) 和 [LangGraph](/oss/python/langgraph/overview)。关于设置和使用方法，请参考本页列出的指南。

## LLM 提供商

<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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/bedrock.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=d3ab4d7af44d4c776de0492bfc837175" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/bedrock.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=83d0f7653a6471630d014ceaa6580900" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/anthropic.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=55d21cb007eb79093c5c5322c9e5fff2" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/anthropic.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=f3297b307ff9526a8894d41399d2fdae" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/deepseek.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=2836d88bf414dd342506ef6a7e3f40cd" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/deepseek.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=a040afd3d0178aaf7ca01d255c806307" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/gemini.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=6a8c3a40a38892a4de874fdc75151c0b" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/gemini.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=140f5c8e81fc7954b4b1622c6f3ccaf7" alt="" width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Google Gemini</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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/brand/docs-favicon.png?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=55d82b725809df824a836244be51d613" alt="" width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangChain</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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/mistral.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=000ff7d6ca052d8f5547404a5ee66016" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/mistral.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=fbf4f413295bc30e81d656b0391df64c" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/openai.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=9e9a5b3bfabacc5f85135a46d64fb789" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/openai.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=4e7ebd80ba3582a58a6c55edf1049cc0" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

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

<Callout icon="arrows-transfer-down" color="#4F46E5" iconType="regular">
  **使用 Langchain？** LangChain 为 100 多个 LLM 提供商提供了统一接口，允许您通过设置环境变量来切换模型。[初始化一个模型](/oss/python/langchain/models#initialize-a-model)，LangSmith 将自动追踪您的应用程序。
</Callout>

## 智能体框架

<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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/autogen.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=172908f8fdebafd1c3a43dcae514f8c4" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/autogen.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=782ea2ebd10640ba7da535a2f3c1e311" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/claude.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=595bab4f398ce755ef5fe225892dc81c" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/claude.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=494ab1a833b85b69b58272306a899945" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/crewai.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=1728c4763a2d3bfe87f44858e284dbbb" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/crewai.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=3a1552d4cb49d44a9dd6c6811218dc50" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/brand/docs-favicon.png?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=55d82b725809df824a836244be51d613" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/googleadk.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=30c282e43fab3e3eca88e4243539122d" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/googleadk.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=5f2b27aa3d3431df0e25c9714f3334e2" 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-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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/brand/docs-favicon.png?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=55d82b725809df824a836244be51d613" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/mastra.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=1b33655cf5c5fdbbc0a7cdd8da1093e5" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/mastra.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=c1d8bc236fdb96e3714fff36c0880c60" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/microsoft.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=9cd4d9d5fdaf28616fb521c3b89c19c9" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/microsoft.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=ca8efbc936d455ae5a5d4f088c5ab043" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/openai.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=9e9a5b3bfabacc5f85135a46d64fb789" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/openai.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=4e7ebd80ba3582a58a6c55edf1049cc0" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=d1ecfc148b56be3d0fe3ed78145bff07" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=5e274cc41c088238af5d53c836cffc22" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/pydanticai.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=5c1fb153777f18b3026346b54fe2c6ec" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=3d29d5cd771129c2e558c610e90b8646" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/microsoft.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=9cd4d9d5fdaf28616fb521c3b89c19c9" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/microsoft.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=ca8efbc936d455ae5a5d4f088c5ab043" 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-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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/vercel.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=0539138b7f1be36aa9a4e38d7b64e404" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/vercel.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=ebea080bd678e8803120e17c25332b5d" alt="" width="65" height="65" data-path="images/providers/dark/vercel.svg" />

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

## 语音 AI 框架

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/livekit.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=42355c5df3a79dbfe7420c52b84d4541" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/livekit.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=dedeaa07aa6f1ac16edb542b7585fb07" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/pipecat.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=fe6c6aa4b46ff492575a2befbef8c4eb" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/pipecat.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=00c6135e64e9c18aff79303abc9c2f30" alt="" width="65" height="65" data-path="images/providers/dark/pipecat.svg" />

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

## 开发者工具

<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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/light/claude.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=595bab4f398ce755ef5fe225892dc81c" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/claude.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=494ab1a833b85b69b58272306a899945" 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-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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/instructor.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=7928c7e1b3206077eb9bbacee8389784" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/instructor.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=a249fac9c9b331d7284fa95155055c74" 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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/n8n.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=15ddbef20d5f5799106205964c87dd5c" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/n8n.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=25b883ad987ba8a055f9741cdbc3af28" alt="" width="24" height="24" data-path="images/providers/dark/n8n.svg" />

    <span className="font-semibold">n8n</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/hhh-8c10bf0c/dGi5Qyx6ZNfUuqyP/images/providers/light/temporal.svg?fit=max&auto=format&n=dGi5Qyx6ZNfUuqyP&q=85&s=460d53c7cc27003bf2634d7561dae975" 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/hhh-8c10bf0c/1xJTbE4Z922F2hsr/images/providers/dark/temporal.svg?fit=max&auto=format&n=1xJTbE4Z922F2hsr&q=85&s=e59c4900b17feaa409f15d951967e991" alt="" width="65" height="65" data-path="images/providers/dark/temporal.svg" />

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

***

<div className="source-links">
  <Callout icon="edit">
    [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/i18n\zh-CN\langsmith\integrations.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).
  </Callout>

  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
  </Callout>
</div>