> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-tannyh-1783459326-edf94ac.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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/bedrock.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=688a47e0c8ea05aa80a59618b56ba9f9" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/bedrock.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=3345a2fb472b11c5431b87c08a497396" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/anthropic.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=6344016d9f16bad5446a830e820dd9fd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/anthropic.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=b17d32afdd848686a7e32fac72f80b98" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/deepseek.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=e23ca547d4b386222505cec2e13297fd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/deepseek.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=85c8532b3816d14703a98e969e4c582b" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/gemini.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=30139559ecf066c492927838e6a05f8a" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/gemini.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=d06c642a13505367e76cc4c5327ce482" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/litellm.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=f242ebe0ea8c7dc941a641bc6384306b" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/litellm.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=ca3adb82e709dbe8c134fb7a750babe6" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/mistral.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=294f3397665a9dca5ffd456448cb0568" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/mistral.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=3d78ad9ea77aa365501ef627a571976a" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/openai.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=c6e0489ca7555b4f7123c650bed334bd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/openai.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=95213a19d5118550b9a313bcd8dc36d1" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/openai.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=c6e0489ca7555b4f7123c650bed334bd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/openai.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=95213a19d5118550b9a313bcd8dc36d1" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/autogen.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=5e3c033b7e00b594c0c1cf9c3facdeb6" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/autogen.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=328eac04d38eff19b87d6f3ad71f4370" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/claude.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=d0272e2abe5e1c745ac0d5f1ff6380af" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/claude.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=f9ca17b717dd242f2dbc0d53058863e1" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/crewai.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=7b56565094e2b9d547ddaa413f99393c" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/crewai.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=4e029b5564f20db8b26a800c19a86d6f" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/brand/docs-favicon.png?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=793e6e527968dd6e1dc00e6b0a17c258" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/googleadk.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=557361f22896a0675a299927030d0d20" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/googleadk.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=ad0cb65c15294f260038826bab71ea9d" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/brand/docs-favicon.png?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=793e6e527968dd6e1dc00e6b0a17c258" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/brand/docs-favicon.png?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=793e6e527968dd6e1dc00e6b0a17c258" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/mastra.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=6e75bd659aa79a90d7114adcfb0a509d" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/mastra.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=a17c1f1585873d711206a09745e665c8" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/microsoft.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=cf13dcc8decad1b42298206a91fe1a46" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/microsoft.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=a915639d10e14aac2c0c002d3ab142bc" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/openai.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=c6e0489ca7555b4f7123c650bed334bd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/openai.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=95213a19d5118550b9a313bcd8dc36d1" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=4f723a4981b2d9f90b966f45b412e9fd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=ba6143b5ae23cda9d5a13623c74f244e" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/pydanticai.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=8317ad49719313d1014b594c85a9ce65" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=ebd5162dd15dbde35417324d13ea9ad5" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/microsoft.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=cf13dcc8decad1b42298206a91fe1a46" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/microsoft.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=a915639d10e14aac2c0c002d3ab142bc" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/bedrock.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=688a47e0c8ea05aa80a59618b56ba9f9" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/bedrock.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=3345a2fb472b11c5431b87c08a497396" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/vercel.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=6f1c99b8105092a2ea026bbaf6f273fd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/vercel.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=1c4be5beabb6db0b9b804a02aeec9afd" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/openai.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=c6e0489ca7555b4f7123c650bed334bd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/openai.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=95213a19d5118550b9a313bcd8dc36d1" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/gemini.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=30139559ecf066c492927838e6a05f8a" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/gemini.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=d06c642a13505367e76cc4c5327ce482" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/livekit.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=6869821e42d6624bcdb45d76a6bf532e" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/livekit.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=f347c0af0dfbab94462d5eec3cedaf4c" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/pipecat.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=93721b261917e7a920ca230abf7b8d78" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/pipecat.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=5752c43f6c3e01487aeabb6c4a0b7c5f" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/claude.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=d0272e2abe5e1c745ac0d5f1ff6380af" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/claude.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=f9ca17b717dd242f2dbc0d53058863e1" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/openai.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=c6e0489ca7555b4f7123c650bed334bd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/openai.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=95213a19d5118550b9a313bcd8dc36d1" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/opencode.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=0c55fcb562b5cda29e4eb4a5452bcfc4" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/opencode.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=18db9f0599bf9ba3a38c043c25d8fa14" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/cursor.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=199d9d07bc64a828df5060b708e5ef0a" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/cursor.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=68e984a00dc984d35ae81cb80e8a7971" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/instructor.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=a1c51385b5c8139a06a3a3dde7a365b4" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/instructor.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=b784eb25e00aaef3a1e29d9bb99da33e" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/n8n.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=5887edbb377452ef89ad4db7a5c9cd5b" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/n8n.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=7c129bca512627d0938ee812014d9621" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/pi.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=5485347e2af82b62b02ec048ef3997bd" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/pi.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=8515866f5ee02db0d8bb3ed08e174fc0" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/temporal.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=c6c1d419c7e0e661e84c4104234a5b13" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/temporal.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=3afcb7fdc5e0f6c766508fb031f2376f" 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-tannyh-1783459326-edf94ac/iJPSRCQa0H8KIuLV/images/providers/light/vscode.svg?fit=max&auto=format&n=iJPSRCQa0H8KIuLV&q=85&s=106d8293e68ffac6bc28509335d56149" 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-tannyh-1783459326-edf94ac/bYT9Y_Zjwxm0kW7s/images/providers/dark/vscode.svg?fit=max&auto=format&n=bYT9Y_Zjwxm0kW7s&q=85&s=cce63177d3349dbc4b334993ef081f20" 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>
