> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-fjmorr-1785940779-68b13f9.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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/bedrock.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=8b5652af66ade7ef92187f82cf9c89b0" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/bedrock.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=3e3f8e0ff7f849a3e3571aba74ea547e" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/anthropic.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=fa772ad30b1cbf4eafa6e074922970ab" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/anthropic.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=1d91f563d191d83ca2fd37e4617bc13b" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/deepseek.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=a4cc3bc026e8155b0fef88cf4b4f08d3" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/deepseek.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=9543be8a913b7751e3d1cbd38bdde5ca" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/gemini.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=bd87a313898505a825dbf0a29ba4932e" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/gemini.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=d7ff576fdff61d9db5ed7cc4101d24a4" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/litellm.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=2a8dbc45bca53bb29213e7788b4d8064" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/litellm.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=93a954c54a1124761b748cc64d5354a4" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/mistral.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=8dd2caf6da7cc77f7fb40fe147542b8c" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/mistral.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=e5ef940f52381eea9ad3bedff38544f2" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/openai.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=886ab59146b3b56f9cc7b5deb75b42c1" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/openai.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=e530136766559c41ce90266b43b72a38" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/openai.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=886ab59146b3b56f9cc7b5deb75b42c1" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/openai.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=e530136766559c41ce90266b43b72a38" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/autogen.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=d086b762d462b77b23a50a063e121e9f" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/autogen.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=7d25a377e4660b686df2581664b25f3b" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/claude.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=c89fe81b17ed852313a284dc37d2c210" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/claude.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=ce2a62c646fa7221f3c3c0ae36420785" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

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

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-fjmorr-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/crewai.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=512497ab4e8674196e7bed2e5a2fae2a" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/crewai.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=8a5d93fb29a4c07c11f9de8a8e86158d" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/brand/docs-favicon.png?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=db25a5b1fb3f5652e33da4e240ff48d5" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/googleadk.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=1d1129e55f5781cef91fbddc52b7b4be" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/googleadk.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=ebb596b04cbea7c870cdc3c33173761c" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/brand/docs-favicon.png?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=db25a5b1fb3f5652e33da4e240ff48d5" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/brand/docs-favicon.png?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=db25a5b1fb3f5652e33da4e240ff48d5" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/mastra.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=3ef7ad497040c6d27c77bf16331989ed" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/mastra.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=df01cdf465816c404d1087375a5ae057" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/microsoft.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=b63ba440852b19593e39c35a6b702730" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/microsoft.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=2e57db1b4798184369e3e0701e89e048" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/openai.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=886ab59146b3b56f9cc7b5deb75b42c1" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/openai.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=e530136766559c41ce90266b43b72a38" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=cc75eb2428a6d97151ce19ad8263b59f" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=f831975f4ad397cc3be2b3d813e0219f" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/pydanticai.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=d30eb6214a28a15f95d9b992b53d5257" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=1357c9913eb85363e3fb9ffc69c4db75" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/microsoft.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=b63ba440852b19593e39c35a6b702730" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/microsoft.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=2e57db1b4798184369e3e0701e89e048" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/bedrock.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=8b5652af66ade7ef92187f82cf9c89b0" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/bedrock.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=3e3f8e0ff7f849a3e3571aba74ea547e" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/vercel.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=dd79dd398c380ed08ebfce5ae966d488" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/dark/vercel.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=fd3e6c17a1e539d3efa4f56367008d29" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/openai.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=886ab59146b3b56f9cc7b5deb75b42c1" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/openai.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=e530136766559c41ce90266b43b72a38" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/gemini.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=bd87a313898505a825dbf0a29ba4932e" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/gemini.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=d7ff576fdff61d9db5ed7cc4101d24a4" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/livekit.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=9b2419505dfb153a4220a42e789fb890" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/livekit.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=5897f3e2ca5d5a885da4c34b6ed3b926" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/pipecat.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=a6192918a9e9fe796639bc8cab7ad186" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/pipecat.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=f4c66e9b417d41081cdfab2107f894c6" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/claude.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=c89fe81b17ed852313a284dc37d2c210" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/claude.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=ce2a62c646fa7221f3c3c0ae36420785" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/openai.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=886ab59146b3b56f9cc7b5deb75b42c1" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/openai.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=e530136766559c41ce90266b43b72a38" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/opencode.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=e3bf9839439e491be22ab793d851e35d" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/opencode.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=418fe96b356bb60941ca5818c07f2711" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/cursor.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=efe7d75bf23179445788c2f640c76195" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/cursor.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=5e6e2750a18ea27339501c1b38880ed1" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/instructor.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=0a62e2afd387a00ef8fee45a760674f7" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/instructor.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=30f71a0999e7a3f1e0705197116a47f8" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/n8n.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=4d3b24bcb90f05ed09fd20200c0307be" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/n8n.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=5de06c6f1ebfa35313597452a572a1c6" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/pi.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=0079721264aede246ea687004e7c5fe2" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/pi.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=4d4da516af662c1ed9bdb46463d69608" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/temporal.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=2d4c8629ddb223441919657286253fca" 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-1785940779-68b13f9/Hpz74Onl47Wpqc-0/images/providers/dark/temporal.svg?fit=max&auto=format&n=Hpz74Onl47Wpqc-0&q=85&s=bf0d907df5eafd2bd5574effe3652e0d" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/light/vscode.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=16c628ac11d81cbdecf174c236d39619" 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-1785940779-68b13f9/YYp58OMjuWMb1bTW/images/providers/dark/vscode.svg?fit=max&auto=format&n=YYp58OMjuWMb1bTW&q=85&s=ca4335514da7e559768ef05e3fcb1839" alt="" noZoom width="24" height="24" data-path="images/providers/dark/vscode.svg" />

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

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

***

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

  <Callout icon="edit">
    [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/langsmith/integrations.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).
  </Callout>
</div>
