> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-fjmorr-1788293044-706acd9.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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/bedrock.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=37bfa1042fd0d175a73177c73258532b" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/bedrock.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=6f4496475ed79f50536b387f2471c8c5" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/anthropic.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=4118ff709494e9d83e75bcd5472ea775" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/anthropic.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=0fa61339a62e0ec180b658975c555406" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/deepseek.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=90a9907c7c89135ce3996a1c5863769f" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/deepseek.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=f1c91e1c953beae457914c280bb8a296" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/gemini.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=a5da421f44f46bc64f7dbb807058b0ba" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/gemini.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=fe4aa557045c6905067c745c6a1df99f" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/litellm.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=16a109540540e76a1bbf97d0ef1f3108" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/litellm.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=002546805cfac4158c64bb3fac594a3c" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/mistral.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=e026c49599fe6391eac75a42a78a6d52" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/mistral.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=fc3c4607dffedcf18e890e3a354635c5" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=4060243e909c8c00496dcc8cd6271a8a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=3407c3c6565e2672c3bc8065eac7194a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=4060243e909c8c00496dcc8cd6271a8a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=3407c3c6565e2672c3bc8065eac7194a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/autogen.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=e9180f130ad73e64ebb010246a1a17b6" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/autogen.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=be27ab24c99b4d8974e971f8e8ef053d" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/claude.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=cdb2eb2ceb80c90f377adae0bb08001c" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/claude.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=fdd85db488bcbf948626e61de7061a40" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/claude.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=cdb2eb2ceb80c90f377adae0bb08001c" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/claude.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=fdd85db488bcbf948626e61de7061a40" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/crewai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=d8907ab101e91df26a3b24338f391cf4" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/crewai.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=b4566fa6f1eb3ed2ba563ee3b88e13a2" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/brand/docs-favicon.png?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=0dd3bfa2ce3b6e7f45fd500eb44eae2e" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/googleadk.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=fc98aa4343b84d8a6d33ed599335259a" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/googleadk.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=1eeace7a2388a286c6f6f242e6a9427d" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/brand/docs-favicon.png?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=0dd3bfa2ce3b6e7f45fd500eb44eae2e" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/brand/docs-favicon.png?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=0dd3bfa2ce3b6e7f45fd500eb44eae2e" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/mastra.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=41aaa43c66c39a354d2e88e9ee9fbc24" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/mastra.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=0e0270197b98354ef91a937cab2fd15e" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/microsoft.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=8532762118482792ff827adf134bd568" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/microsoft.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=cfbeb4535fc234dbce0258adbaf3606c" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=4060243e909c8c00496dcc8cd6271a8a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=3407c3c6565e2672c3bc8065eac7194a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=48eeebdd75cf302804d7dacb176621be" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=dfe402c8f35a517532279547edcacc89" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/pydanticai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=c68396a638bcc95bbef91d9a318431be" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=32702006c162a1ce4f32b3908f5744b5" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/microsoft.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=8532762118482792ff827adf134bd568" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/microsoft.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=cfbeb4535fc234dbce0258adbaf3606c" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/bedrock.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=37bfa1042fd0d175a73177c73258532b" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/bedrock.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=6f4496475ed79f50536b387f2471c8c5" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/vercel.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=c030273c9de7bbea52d17fd28cf16912" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/vercel.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=b4f2790344f12bc594eb7aa5c8af0157" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=4060243e909c8c00496dcc8cd6271a8a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=3407c3c6565e2672c3bc8065eac7194a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/gemini.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=a5da421f44f46bc64f7dbb807058b0ba" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/gemini.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=fe4aa557045c6905067c745c6a1df99f" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/livekit.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=4b6a368e3c899b3986cda4f838c77b8d" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/livekit.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=f741b9bd2ddf1e6afb0c7f94786bd8a0" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/pipecat.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=0af93c4aa77ae6889af0320e46947563" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/pipecat.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=269b9772e6d67093d9d97526eb8d346c" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/claude.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=cdb2eb2ceb80c90f377adae0bb08001c" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/claude.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=fdd85db488bcbf948626e61de7061a40" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=4060243e909c8c00496dcc8cd6271a8a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/openai.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=3407c3c6565e2672c3bc8065eac7194a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/opencode.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=cda7c11706ad1b5781b01fbd24f65090" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/opencode.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=942fb8c92b4f56e05184fe38353376f3" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/cursor.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=f85172cdff9bce756e451ba6b1e80a5e" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/cursor.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=bea66cdcd7e4d572a6300534b5be7f3a" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/instructor.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=e6e075e1bc9bcccd727d78b62ce69138" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/instructor.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=3443e9e6155fcb125a30736d3ea83819" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/n8n.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=6d52de6235865a7bbf85802f94f74954" 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-fjmorr-1788293044-706acd9/k1tgOWSzdZw8DZ9s/images/providers/dark/n8n.svg?fit=max&auto=format&n=k1tgOWSzdZw8DZ9s&q=85&s=a0732d1003cd57b50ed3c00a9cdf9929" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/pi.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=f79a3b2207f7b8691dda32d811d8a598" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/pi.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=fc20faa558aecd6bd08fe2ddbd66573f" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/temporal.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=d12159f4ea0bee566077b6ee0f30dccf" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/temporal.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=ccb376df61477937282b4b9c3b42b0a4" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/light/vscode.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=db8c2396ced170c14c5bf2ab952749dd" 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-fjmorr-1788293044-706acd9/BPCFdpGqx5Er9f_7/images/providers/dark/vscode.svg?fit=max&auto=format&n=BPCFdpGqx5Er9f_7&q=85&s=a016812cb2e1099847803e06288b676e" 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.
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  <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).
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