> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsby-1791319236-3be7a15.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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/bedrock.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=97a7d019f73fb38d9e571daf93a84265" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/bedrock.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=454b4bcae252f446c4604b6a5d5bfd78" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/anthropic.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=a9254c919d0a81f1bf2f7ae4f8493f43" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/anthropic.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=bce82117e2e4d3063a6c46f754d446bf" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/deepseek.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=c3b13e0a8b8ac9907b749d6e461701b3" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/deepseek.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=4004410127f81c1c00bb858b67755148" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/gemini.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=d553d629a1ea0e4099b2e920d8efa2cf" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/gemini.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=59fa2d8fcd16595c23d6faa66f8db255" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/litellm.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=48662838ae1546aeac60eb983b4a060f" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/litellm.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=aa2adca020eac5fcdc41d08d7e580a2a" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/mistral.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=c2c82d72c7013bfa125b2dbd6b7de536" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/mistral.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=66316720edc4defc16c20359417afedb" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=f05feb74a239772170ae23df77579d4d" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=4d6c32c06ff419f9ceba67b7f67149ef" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=f05feb74a239772170ae23df77579d4d" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=4d6c32c06ff419f9ceba67b7f67149ef" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/autogen.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=3c17d7dec6f21a2b6642906c24de6226" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/autogen.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=8259b58f818ec4f9279b9690c4ddc269" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/claude.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=5f8445af80a31cf65701a4ebe35fac6e" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/claude.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=70ec12f99a80fe8840664b080fb5aa71" 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-claude-managed-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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/claude.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=5f8445af80a31cf65701a4ebe35fac6e" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/claude.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=70ec12f99a80fe8840664b080fb5aa71" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Managed Agents</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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/crewai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=97f69ab30d0dae6ea475146dc9337408" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/crewai.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=f1115bc669b511cb75cef800c6dffce4" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/brand/docs-favicon.png?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=d7aed56c1f90a6e875b4ad51e4f74b5e" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/googleadk.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=04dd9664f284572acf2f566003a9af4c" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/googleadk.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=c4e6fc8df5d3b984a134859eb6fefa82" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/brand/docs-favicon.png?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=d7aed56c1f90a6e875b4ad51e4f74b5e" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/brand/docs-favicon.png?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=d7aed56c1f90a6e875b4ad51e4f74b5e" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/mastra.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=6c3595cab1582402bbd5e1a3674ed088" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/mastra.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=4a3316d58f28f7eced6a5c69162f39d3" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/microsoft.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=49128a700cbaa9958bc29f35edacb7a8" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/microsoft.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=309fd00e8b2efe2f75cbdcfc76198166" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=f05feb74a239772170ae23df77579d4d" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=4d6c32c06ff419f9ceba67b7f67149ef" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=ecb526113df88ea0aace5ee228533bb7" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=44735c3d2019aba6a26a66ddb8f465cd" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/pydanticai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=50230c8ad066c8d166aced17671758d4" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=5a7d6912208e00a997eef09ba961658c" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/microsoft.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=49128a700cbaa9958bc29f35edacb7a8" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/microsoft.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=309fd00e8b2efe2f75cbdcfc76198166" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/bedrock.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=97a7d019f73fb38d9e571daf93a84265" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/bedrock.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=454b4bcae252f446c4604b6a5d5bfd78" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/vercel.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=0839381611131639866accea87a85a19" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/vercel.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=2f201533d2ce6c410bf5b458af9d2565" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=f05feb74a239772170ae23df77579d4d" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=4d6c32c06ff419f9ceba67b7f67149ef" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/gemini.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=d553d629a1ea0e4099b2e920d8efa2cf" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/gemini.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=59fa2d8fcd16595c23d6faa66f8db255" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/livekit.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=96fb30fb64951605591f732e7fc2c6db" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/livekit.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=34bcfeddf8e1953da3652a73112631ba" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/pipecat.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=6bf945224f8a9984ec0918fc9da6ea71" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/pipecat.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=867a650389def512964273df0766fe74" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/claude.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=5f8445af80a31cf65701a4ebe35fac6e" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/claude.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=70ec12f99a80fe8840664b080fb5aa71" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=f05feb74a239772170ae23df77579d4d" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/openai.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=4d6c32c06ff419f9ceba67b7f67149ef" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/opencode.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=c1adaca9321963c3e736ee8673dd65af" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/opencode.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=069f64794f89d7c911624ffb23110865" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/cursor.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=755db45bde110a84cd91ae44a4087ed7" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/cursor.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=d2eba2b01452f7864d2df5bacc0497bb" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/instructor.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=c7332cbba1a050c3d476f4cf0a13b61c" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/instructor.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=0f9e1655c6e72d87dc78572ad4827a2a" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/n8n.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=35ccdf3a468910524abab935689d67f8" 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-docsby-1791319236-3be7a15/sI3u-GEVLrc6hNCo/images/providers/dark/n8n.svg?fit=max&auto=format&n=sI3u-GEVLrc6hNCo&q=85&s=75f7f978931a65862c64bd86fedea944" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/pi.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=34523bd07754c576464ce15113ed047b" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/pi.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=5e9a56d7e567deb3449b510b762fad4a" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/temporal.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=47ca7a1fa314a69eed096e5b3bcaabc2" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/temporal.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=6da00999690a13f91b4c209f6467f9d9" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/light/vscode.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=106052b886838f5363938d6f5b08c9a4" 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-docsby-1791319236-3be7a15/m-08lt1qL8XEhwt6/images/providers/dark/vscode.svg?fit=max&auto=format&n=m-08lt1qL8XEhwt6&q=85&s=caa3c4e34a37879b1e2a559e7254309f" 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.

***

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