> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docscl-1788308092-594beb1.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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/bedrock.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=e6679e2f976a845bbc0e1ab8d60676bd" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/bedrock.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=5e970d69663fd74cfcea1a9a1df57698" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/anthropic.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=c905c0db092fc183adee4e352e8dc514" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/anthropic.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=bf6b04409934ab1f33f2087000df4828" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/deepseek.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=2ab71809bfd3a16e54528e88d827de2b" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/deepseek.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=5708bdbab3a4bfb4f6c085d967b39e61" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/gemini.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=664d785fc7da4faf448e0253fef93d2c" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/gemini.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=fd7f004dd68ae866553b2f232ce43226" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/litellm.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=73394314e343692fe1676c28e925e70b" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/litellm.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=28bc74f83f07e91398af4fe9a13b21f3" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/mistral.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=278b896c21cda4ba5ce475da61c9e3e8" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/mistral.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=3c51ba523a6331ef6b891d6edd6344f1" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=82a3de3b11de8791769e7938c54bbe8e" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=f8f468c2273b0e1b91558620458be2a1" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=82a3de3b11de8791769e7938c54bbe8e" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=f8f468c2273b0e1b91558620458be2a1" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/autogen.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=c563dfc617d6d23c10aa58e5eb91eaf0" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/autogen.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=42b813fa60de945867300478a86c761d" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/claude.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=5fb020b36cc5fca5dce2a60b0af2764a" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/claude.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=6bd96bbf968bf7f4ac05dc40d9ae3f06" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/claude.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=5fb020b36cc5fca5dce2a60b0af2764a" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/claude.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=6bd96bbf968bf7f4ac05dc40d9ae3f06" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/crewai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=b29f0c3a31f5b9a0d216561a7e512f50" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/crewai.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=4737339291ed139dc1cd8be1991a5a5b" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/brand/docs-favicon.png?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=76c0f5d8d57786b40046a7d57c2c3f1e" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/googleadk.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=0751821f8ab6e07bf8702655ffadf3ab" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/googleadk.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=2ae69acf26e91f575890bcbda7028b81" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/brand/docs-favicon.png?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=76c0f5d8d57786b40046a7d57c2c3f1e" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/brand/docs-favicon.png?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=76c0f5d8d57786b40046a7d57c2c3f1e" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/mastra.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=d6a69cdaf8b6c6b45e2dacb6d33c98f8" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/mastra.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=7f8115d4e5859c2d50101e541ec69f15" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/microsoft.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=73d0e55402688ac08365b2d845a459c1" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/microsoft.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=1dbb8fd3dc56642d2fe4f3d59e1659f3" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=82a3de3b11de8791769e7938c54bbe8e" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=f8f468c2273b0e1b91558620458be2a1" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=8255c2b68ae073b302750b95c8547262" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=eb5e489ee46ed07fe762e1e1c6796a8c" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/pydanticai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=19a5f94ef234a9180d12915ca9562723" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=7f6797b838181ff1fe4076be8e3ad4f0" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/microsoft.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=73d0e55402688ac08365b2d845a459c1" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/microsoft.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=1dbb8fd3dc56642d2fe4f3d59e1659f3" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/bedrock.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=e6679e2f976a845bbc0e1ab8d60676bd" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/bedrock.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=5e970d69663fd74cfcea1a9a1df57698" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/vercel.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=1f2eea731836fc630009c895759e60d7" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/vercel.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=42378a03df9060065e803046b2670c6c" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=82a3de3b11de8791769e7938c54bbe8e" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=f8f468c2273b0e1b91558620458be2a1" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/gemini.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=664d785fc7da4faf448e0253fef93d2c" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/gemini.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=fd7f004dd68ae866553b2f232ce43226" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/livekit.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=27b3f3faf6463424055b79a4d94ec377" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/livekit.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=7ec44529a249cdd0563fcaa306757eaf" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/pipecat.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=6bf4f808fd98722c3bfff300ac0102ba" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/pipecat.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=20bf6165c8b7de5e8eb85f14b38e8a13" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/claude.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=5fb020b36cc5fca5dce2a60b0af2764a" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/claude.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=6bd96bbf968bf7f4ac05dc40d9ae3f06" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=82a3de3b11de8791769e7938c54bbe8e" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/openai.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=f8f468c2273b0e1b91558620458be2a1" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/opencode.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=5878c18acaa7f435c24133abe90da846" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/opencode.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=475b10a53b6dbdae1018c7f87320e3ff" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/cursor.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=cfa1b78e08f0285534653b03aecfd848" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/cursor.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=c63d054f00458bc393305b96dabd4629" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/instructor.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=4aabb5eb8bcd46cfad00a267f2bc1be1" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/instructor.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=8769f1d247f4d07a4428277582c11cc0" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/n8n.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=e1ab424d9319b5805dd5aeb28e5e2c82" 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-docscl-1788308092-594beb1/Bojv8xkyb_1-W860/images/providers/dark/n8n.svg?fit=max&auto=format&n=Bojv8xkyb_1-W860&q=85&s=6b1c0fcf4f1c69af5d537b6b30321fb1" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/pi.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=e6518972ee3a0aebfa3d692e94dc520b" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/pi.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=60e5854ecd78d4de1ca09ebfb7c89ce1" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/temporal.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=f01ad93dd984f69bf0d096746a4e22e7" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/temporal.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=37aef5a04d6fdcb35f9116d82898d0fa" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/light/vscode.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=42504fdcb98b2487a90da213b0ceaeeb" 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-docscl-1788308092-594beb1/JkA4w3OGKeYQ-n92/images/providers/dark/vscode.svg?fit=max&auto=format&n=JkA4w3OGKeYQ-n92&q=85&s=546f9e027ab3ce8592e22297a070ff45" 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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  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
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    [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).
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