> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13.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-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/bedrock.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=0e1c0a64b9b678464ab565422ff31521" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/bedrock.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=dcf7dbf1e3fa5c51bc3f04899cb49a00" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

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

  <a href="/langsmith/trace-anthropic" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/anthropic.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=9e4d11ffb0651deb1cf22e3cfa961254" alt="" noZoom width="65" height="65" data-path="images/providers/light/anthropic.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/anthropic.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=8b177b9311d9c32f390583f5efcfa1de" alt="" noZoom width="65" height="65" data-path="images/providers/dark/anthropic.svg" />

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

  <a href="/langsmith/trace-deepseek" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/deepseek.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=01d8be0ad25a5dfa989ffebddbfd02fb" alt="" noZoom width="65" height="65" data-path="images/providers/light/deepseek.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/deepseek.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=34a514be1130886b98455b5e25f2bf82" alt="" noZoom width="65" height="65" data-path="images/providers/dark/deepseek.svg" />

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

  <a href="/langsmith/trace-with-google-gemini" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/gemini.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=bd6557cdc3b3872033cdae416f76d1aa" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/gemini.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=7a4b7f48116a274ea49ef60c61d7640d" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

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

  <a href="/langsmith/trace-litellm" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/litellm.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=6ffb535ba361bf85d00cd0a7d3c1f601" alt="" noZoom width="24" height="24" data-path="images/providers/light/litellm.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/litellm.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=d41127ad26beee457748f968ea7cbee3" alt="" noZoom width="24" height="24" data-path="images/providers/dark/litellm.svg" />

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

  <a href="/langsmith/trace-with-mistral" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/mistral.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=e288b01f907a18b839e22bfdef247c80" alt="" noZoom width="65" height="65" data-path="images/providers/light/mistral.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/mistral.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=81efbf970469efced4b98c0a6a7d2131" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mistral.svg" />

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

  <a href="/langsmith/trace-openai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/openai.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=ed85867a1ef99b2d1176277bb5f4fcc2" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/openai.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=048051c62857bcf68c4f0fdcfbcc7520" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

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

  <a href="/langsmith/trace-with-openai-compatible" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/openai.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=ed85867a1ef99b2d1176277bb5f4fcc2" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/openai.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=048051c62857bcf68c4f0fdcfbcc7520" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

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

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

## Agent frameworks

<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-3">
  <a href="/langsmith/trace-with-autogen" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/autogen.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=8af6fce4879b7a02b52785102e05360a" alt="" noZoom width="65" height="65" data-path="images/providers/light/autogen.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/autogen.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=b7fcb057dd8a7db4aee835cba835dbc8" alt="" noZoom width="65" height="65" data-path="images/providers/dark/autogen.svg" />

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

  <a href="/langsmith/trace-claude-agent-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/claude.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=76472b71fa85e27d577e18e53f3107f9" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/claude.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=9b6bad0926d8f8db2cae55051f2d1e49" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

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

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/crewai.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=f4c8d4b7c85112a8fdd9b72ca034267e" alt="" noZoom width="65" height="65" data-path="images/providers/light/crewai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/crewai.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=1831f08155b80bd0da1d82b0fd4b914d" alt="" noZoom width="65" height="65" data-path="images/providers/dark/crewai.svg" />

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

  <a href="/langsmith/trace-deep-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/brand/docs-favicon.png?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=cd437da0d70fbc13909e6f7514b6f706" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

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

  <a href="/langsmith/trace-with-google-adk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/googleadk.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=9bfdbdb8246228230ecfab531fb5ce1d" alt="" noZoom width="65" height="65" data-path="images/providers/light/googleadk.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/googleadk.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=2fe96d6d93aecb3c6e0b74628d09dd71" alt="" noZoom width="65" height="65" data-path="images/providers/dark/googleadk.svg" />

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

  <a href="/langsmith/trace-with-langchain" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/brand/docs-favicon.png?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=cd437da0d70fbc13909e6f7514b6f706" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

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

  <a href="/langsmith/trace-with-langgraph" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/brand/docs-favicon.png?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=cd437da0d70fbc13909e6f7514b6f706" alt="" noZoom width="650" height="650" data-path="images/brand/docs-favicon.png" />

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

  <a href="/langsmith/trace-with-mastra" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/mastra.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=9059f07af76e63bbfb3e7253543ef5a1" alt="" noZoom width="65" height="65" data-path="images/providers/light/mastra.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/mastra.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=57e979c202a4c7516badaff4f82a18f4" alt="" noZoom width="65" height="65" data-path="images/providers/dark/mastra.svg" />

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

  <a href="/langsmith/trace-with-microsoft-agent-framework" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/microsoft.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=676b3d971748f2d48cf6d29d9a3ce4c4" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/microsoft.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=471eb75588b6b912b56033e239aa2cf4" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

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

  <a href="/langsmith/trace-with-openai-agents-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/openai.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=ed85867a1ef99b2d1176277bb5f4fcc2" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/openai.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=048051c62857bcf68c4f0fdcfbcc7520" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

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

  <a href="/langsmith/trace-with-opentelemetry" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=e3affe7309cbfe579ce0c826e9ca29eb" alt="" noZoom width="65" height="65" data-path="images/providers/light/opentelemetry.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=31d5220b1bef3d87b790a390e2862fc4" alt="" noZoom width="65" height="65" data-path="images/providers/dark/opentelemetry.svg" />

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

  <a href="/langsmith/trace-with-pydantic-ai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/pydanticai.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=48a78cf45e66846bd98a82670544266e" alt="" noZoom width="65" height="65" data-path="images/providers/light/pydanticai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=5a94c9b0eb057e43451640646b224e86" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pydanticai.svg" />

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

  <a href="/langsmith/trace-with-semantic-kernel" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/microsoft.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=676b3d971748f2d48cf6d29d9a3ce4c4" alt="" noZoom width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/microsoft.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=471eb75588b6b912b56033e239aa2cf4" alt="" noZoom width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

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

  <a href="/langsmith/trace-with-strands-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/bedrock.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=0e1c0a64b9b678464ab565422ff31521" alt="" noZoom width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/bedrock.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=dcf7dbf1e3fa5c51bc3f04899cb49a00" alt="" noZoom width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

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

  <a href="/langsmith/trace-with-vercel-ai-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/vercel.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=f6c1eb9b816001a6e5e56d9d0e3bf4cb" alt="" noZoom width="65" height="65" data-path="images/providers/light/vercel.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/dark/vercel.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=64754fdd537ceb91c5c1dc51c4e07780" alt="" noZoom width="65" height="65" data-path="images/providers/dark/vercel.svg" />

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

## Voice AI frameworks

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <a href="/langsmith/trace-openai-realtime" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/openai.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=ed85867a1ef99b2d1176277bb5f4fcc2" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/openai.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=048051c62857bcf68c4f0fdcfbcc7520" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

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

  <a href="/langsmith/trace-gemini-live" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/gemini.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=bd6557cdc3b3872033cdae416f76d1aa" alt="" noZoom width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/gemini.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=7a4b7f48116a274ea49ef60c61d7640d" alt="" noZoom width="65" height="65" data-path="images/providers/dark/gemini.svg" />

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

  <a href="/langsmith/trace-with-livekit" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/livekit.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=9d34c174459c083dd5eef2f386507b28" alt="" noZoom width="65" height="65" data-path="images/providers/light/livekit.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/livekit.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=2b098679cac2f876b53560d75fd9f548" alt="" noZoom width="65" height="65" data-path="images/providers/dark/livekit.svg" />

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

  <a href="/langsmith/trace-with-pipecat" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/pipecat.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=81bded7a58fd327351452574ef074669" alt="" noZoom width="65" height="65" data-path="images/providers/light/pipecat.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/pipecat.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=521047bc387d8fc365145534ad015be6" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pipecat.svg" />

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

## Developer tools

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-claude-code" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/claude.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=76472b71fa85e27d577e18e53f3107f9" alt="" noZoom width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/claude.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=9b6bad0926d8f8db2cae55051f2d1e49" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

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

  <a href="/langsmith/trace-with-codex" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/openai.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=ed85867a1ef99b2d1176277bb5f4fcc2" alt="" noZoom width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/openai.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=048051c62857bcf68c4f0fdcfbcc7520" alt="" noZoom width="65" height="67" data-path="images/providers/dark/openai.svg" />

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

  <a href="/langsmith/trace-with-opencode" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/opencode.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=98000ed2f16632790ec232deb72114a2" alt="" noZoom width="300" height="300" data-path="images/providers/light/opencode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/opencode.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=e59137d36929c8617af990fed2afa37a" alt="" noZoom width="300" height="300" data-path="images/providers/dark/opencode.svg" />

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

  <a href="/langsmith/trace-with-cursor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/cursor.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=059324f5df57be35d5ba59b1127e192c" alt="" noZoom width="65" height="65" data-path="images/providers/light/cursor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/cursor.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=b8bfdae5256716db7507ea782266f164" alt="" noZoom width="65" height="65" data-path="images/providers/dark/cursor.svg" />

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

  <a href="/langsmith/trace-with-instructor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/instructor.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=be69f5273bb594346bfd45dd37fc97a5" alt="" noZoom width="65" height="65" data-path="images/providers/light/instructor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/instructor.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=722aee5b3344945b3fedbffd530d2cc2" alt="" noZoom width="65" height="65" data-path="images/providers/dark/instructor.svg" />

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

  <a href="/langsmith/trace-with-n8n" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/n8n.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=058c2b7248d64923a49c84c577e74a88" alt="" noZoom width="24" height="24" data-path="images/providers/light/n8n.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/n8n.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=ecb18502c176d4354802f0004062181a" alt="" noZoom width="24" height="24" data-path="images/providers/dark/n8n.svg" />

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

  <a href="/langsmith/trace-with-pi" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/pi.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=70888e653d9eb1771e4ef191641c354e" alt="" noZoom width="65" height="65" data-path="images/providers/light/pi.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/pi.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=3b92f42bf62c78e05a68e6a028b3dc34" alt="" noZoom width="65" height="65" data-path="images/providers/dark/pi.svg" />

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

  <a href="/langsmith/trace-with-temporal" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/temporal.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=8a10b4116ade26f13c415010a505159a" alt="" noZoom width="65" height="65" data-path="images/providers/light/temporal.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/AElRICWLpSFL6VPj/images/providers/dark/temporal.svg?fit=max&auto=format&n=AElRICWLpSFL6VPj&q=85&s=2e449d954c29233c2a61d9fc49aa608b" alt="" noZoom width="65" height="65" data-path="images/providers/dark/temporal.svg" />

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

  <a href="/langsmith/trace-with-vscode-copilot" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/light/vscode.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=099de94765fe2738fe24bd6fac0f21c0" alt="" noZoom width="24" height="24" data-path="images/providers/light/vscode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-cbiden-1785793065-1f1da13/8aTeQWlCs0bV4PV5/images/providers/dark/vscode.svg?fit=max&auto=format&n=8aTeQWlCs0bV4PV5&q=85&s=1d2671df178c62a735ecfb447070399e" alt="" noZoom width="24" height="24" data-path="images/providers/dark/vscode.svg" />

    <span className="font-semibold">VS Code Copilot</span>
  </a>
</div>

These coding agent integrations follow a shared [metadata contract](/langsmith/coding-agent-metadata-contract) that standardizes the trace fields they emit.

***

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