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

# 集成

[LangSmith](https://smith.langchain.com/) 为不断增长的流行 [LLM 提供商](#llm-providers) 和 [代理框架](#agent-frameworks) 以及 [Deep Agents](/oss/python/deepagents/overview)、[LangChain](/oss/python/langchain/overview) 和 [LangGraph](/oss/python/langgraph/overview) 提供集成。有关设置和使用方法，请参阅本页列出的指南。

## 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/other-405835d4/agS8-xZoA1Gortud/images/providers/light/bedrock.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=b830f194aecb38a40594c04af2f1eaf1" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/bedrock.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=a4cebf46a87c3408b6a14a532470761f" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/light/anthropic.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=200088f5cb26822871e8ab5cda59868c" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/anthropic.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=eb666dd00ee7a0420ea903e335abf399" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/deepseek.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=ab1a9482b5432424c499639fc685fe11" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/deepseek.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=dd4dd25411c8004a85670678b0b9d3c1" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/gemini.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=46ce04b5294157cbc5b38f9b7b88e51b" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/gemini.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=4caa488d5a497b92998eb510da584ac4" 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/other-405835d4/naABss8_JHF1AW4i/images/providers/light/litellm.svg?fit=max&auto=format&n=naABss8_JHF1AW4i&q=85&s=9e35edde09b1902c8f1080bac22474fb" 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/other-405835d4/rNFDlHkPQE-kyNK1/images/providers/dark/litellm.svg?fit=max&auto=format&n=rNFDlHkPQE-kyNK1&q=85&s=1528c5224764934af2e685ecbac05b75" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/mistral.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=2c854ec213911d193db4de7409d273df" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/mistral.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=24e4d2b0031dfa99500b46ce5e029e28" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/openai.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=d30e7646373dbf5ae7e566952dafdc4c" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/openai.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=074ac6fa315918554dd6792c493a3914" 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">
  **正在使用 LangChain？** LangChain 提供了一个统一的接口，可连接 100 多个 LLM 提供商，允许您通过设置环境变量在模型之间切换。[初始化模型](/oss/python/langchain/models#initialize-a-model)，LangSmith 将自动追踪您的应用程序。
</Callout>

## 代理框架

<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/other-405835d4/agS8-xZoA1Gortud/images/providers/light/autogen.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=b0e7c41ebf9a614e00769b75d28b4332" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/autogen.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=f38e151b3cdd5eb2297f42ae02dcb1aa" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/light/claude.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=951990afb47a69fe2c6ee697c315f994" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/claude.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=518b4598986570c5ac8f79ab2804aad8" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/light/crewai.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=055ba3bf4c21d533a4be792dd9788fc3" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/crewai.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=fe19e11ab1ebc67224e16bd5530d4077" 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/other-405835d4/zfoblcQReEYa-is2/images/brand/docs-favicon.png?fit=max&auto=format&n=zfoblcQReEYa-is2&q=85&s=83630df4873ad07c78257cffcb4b54f0" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/googleadk.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=0c3279d5c1e677fef73bcf796d783b10" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/googleadk.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=663c6ee437ed40867fb901e1b1aabc72" 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/other-405835d4/zfoblcQReEYa-is2/images/brand/docs-favicon.png?fit=max&auto=format&n=zfoblcQReEYa-is2&q=85&s=83630df4873ad07c78257cffcb4b54f0" 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/other-405835d4/zfoblcQReEYa-is2/images/brand/docs-favicon.png?fit=max&auto=format&n=zfoblcQReEYa-is2&q=85&s=83630df4873ad07c78257cffcb4b54f0" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/mastra.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=07643b370a77de57f26b1ca1a5aa50c3" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/mastra.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=bee1ae20a423c3ec0df21bca3a632f82" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/microsoft.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=3496eaef427be9a7cf01d41cb3ec511c" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/microsoft.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=0b854441ed965c1d09db7bfbc4861411" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/openai.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=d30e7646373dbf5ae7e566952dafdc4c" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/openai.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=074ac6fa315918554dd6792c493a3914" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=92b73ca9d153c29f33016986e08cf67c" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=bf61f61dfcfc3df313f8bf911dc3da83" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/pydanticai.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=b57feebdf78be5301ce5cfd11243ea4b" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=132b525b7f2f69f44a65a7b28d0d95e1" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/microsoft.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=3496eaef427be9a7cf01d41cb3ec511c" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/microsoft.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=0b854441ed965c1d09db7bfbc4861411" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/light/bedrock.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=b830f194aecb38a40594c04af2f1eaf1" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/bedrock.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=a4cebf46a87c3408b6a14a532470761f" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/vercel.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=0717278f56c9a3dc6b74fb2a2230fe4a" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/vercel.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=5a2b94492adbb02945805e49324bf268" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/livekit.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=849f16ebffbb3db0014750589b608015" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/livekit.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=b0ea2eb04d8a532e9dd4ca7a1a613523" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/pipecat.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=04ba5f8df3d072fe4b1c1081812d3631" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/pipecat.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=263ff9a524a92d3af89e42ca1fdf8a2b" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/light/claude.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=951990afb47a69fe2c6ee697c315f994" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/claude.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=518b4598986570c5ac8f79ab2804aad8" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/instructor.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=fddc3fd73536ed5b1882ed845fa5334e" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/instructor.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=eff35fd6a94828c76fab0815fc6c34a2" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/n8n.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=b1fe0d107e7dc12fcde3ef0e7148bbd5" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/n8n.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=58a7aea11f91655498a6877deeed639a" 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/other-405835d4/foSmlwAElvlqZQME/images/providers/light/temporal.svg?fit=max&auto=format&n=foSmlwAElvlqZQME&q=85&s=760cd963c28a37f2b3987919741984a5" 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/other-405835d4/agS8-xZoA1Gortud/images/providers/dark/temporal.svg?fit=max&auto=format&n=agS8-xZoA1Gortud&q=85&s=1b00e10ba85cd9d10c34e2e4cf17b886" 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="terminal-2">
    [将这些文档连接](/use-these-docs)到 Claude、VSCode 等，通过 MCP 获取实时答案。
  </Callout>

  <Callout icon="edit">
    [在 GitHub 上编辑此页面](https://github.com/langchain-ai/docs/edit/main/src/langsmith/integrations.mdx) 或 [提交问题](https://github.com/langchain-ai/docs/issues/new/choose)。
  </Callout>
</div>