> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-mdrxyc-1787545720-27790cd.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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/bedrock.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=0525df71bae14529f9f43371640dd364" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/bedrock.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=766b5ac2207bf0feb26a8298db836804" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/anthropic.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=1594d244ca7ef91cc69d286e60694e9b" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/anthropic.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=0988be15414753ab7ed2d022fe639eef" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/deepseek.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=882ccd26e7587e5f9707f560278fab8c" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/deepseek.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=d0136d020569b5e4bc2dc9f5b7df6118" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/gemini.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=9d096a39690a253bb20a749ec6fbf905" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/gemini.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=1774af088e7d8968b438e0f99e8b48f4" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/litellm.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=c4826119cc2b81e74bb9be8b5464313d" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/litellm.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=962f1d271e5e36fa09914f4220078653" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/mistral.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=2c9702cb61b56872a315bd36b65fd014" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/mistral.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=925040c9991242585ad0560ccfa39ca8" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/openai.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=fe7a1617395d2686c5a1365b91e219ac" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/openai.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=cffbb23a78f4bc34900f1a348f9d10cc" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/openai.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=fe7a1617395d2686c5a1365b91e219ac" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/openai.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=cffbb23a78f4bc34900f1a348f9d10cc" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/autogen.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=803cae7dea5d1e6cea3324e6aa8e6b95" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/autogen.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=1ceec36ed9cfb53f91c7226fbb7d1f0d" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/claude.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=ab35f753ccec8b5ed72874f6d0fe20fe" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/claude.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=2ae813011605a3729f8a0d3faf6dae0d" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/claude.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=ab35f753ccec8b5ed72874f6d0fe20fe" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/claude.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=2ae813011605a3729f8a0d3faf6dae0d" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/crewai.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=c6b6a7c41d47e841c0203d8fb434177e" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/crewai.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=18070d59cf3d4a170271c4b898c99b63" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/brand/docs-favicon.png?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=fcc6ecd55f578e7a48cdbf93f8db8c8e" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/googleadk.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=8834a8b9e814eb7d98fa5dd725413049" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/googleadk.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=9e51c5208f987395e9ba05c60a84d222" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/brand/docs-favicon.png?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=fcc6ecd55f578e7a48cdbf93f8db8c8e" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/brand/docs-favicon.png?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=fcc6ecd55f578e7a48cdbf93f8db8c8e" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/mastra.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=7b4f271634d33e2bda499c844e1791cc" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/mastra.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=16bb69352e70300675bb77fc930e1019" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/microsoft.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=c1f25386ed0a52711ca6408f63369363" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/microsoft.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=6fd66aa68583d98a30367ae083631515" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/openai.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=fe7a1617395d2686c5a1365b91e219ac" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/openai.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=cffbb23a78f4bc34900f1a348f9d10cc" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=d5b3507e80e623b52a35681f28cad99e" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=a1e2de9e1f69486d2354ba2d61e37015" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/pydanticai.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=0191c06fab5079313e0af97e79e508fa" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=09c4d84e4c2dbdd5519e2cc2760e978b" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/microsoft.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=c1f25386ed0a52711ca6408f63369363" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/microsoft.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=6fd66aa68583d98a30367ae083631515" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/bedrock.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=0525df71bae14529f9f43371640dd364" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/bedrock.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=766b5ac2207bf0feb26a8298db836804" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/vercel.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=33dc16f391dd60f4838b894ca779a048" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/dark/vercel.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=c3d6a3bd93298a49a47c703418be505f" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/openai.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=fe7a1617395d2686c5a1365b91e219ac" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/openai.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=cffbb23a78f4bc34900f1a348f9d10cc" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/gemini.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=9d096a39690a253bb20a749ec6fbf905" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/gemini.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=1774af088e7d8968b438e0f99e8b48f4" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/livekit.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=6f4e9c31a1929977dbe8fec4bb250e75" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/livekit.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=a2b5d854fcd8f3a2903c3c0e3f140623" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/pipecat.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=433602fc1c73385e398125d6447adcbe" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/dark/pipecat.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=1909d2cf020dab389ca496f7c3885408" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/claude.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=ab35f753ccec8b5ed72874f6d0fe20fe" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/claude.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=2ae813011605a3729f8a0d3faf6dae0d" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/openai.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=fe7a1617395d2686c5a1365b91e219ac" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/openai.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=cffbb23a78f4bc34900f1a348f9d10cc" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/opencode.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=46d6ad17240026921c7c427f072f49d3" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/opencode.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=a267a5271791358841dd346d3dc95586" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/cursor.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=649f46f20ab23aa5f1185182b2f17b8b" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/cursor.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=f9fdc081cc93642f38dcef580333682b" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/instructor.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=c9d52b0ea316c872e39b0fdff74d5f27" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/instructor.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=d7aa062712e308c4bc35bf629592b565" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/n8n.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=5083099ea19b5ff50c844cd720d3e0f7" 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-mdrxyc-1787545720-27790cd/_moXKSF9s4F3LDZU/images/providers/dark/n8n.svg?fit=max&auto=format&n=_moXKSF9s4F3LDZU&q=85&s=ff2e164be611f85e060a2ca3c8e49d1f" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/pi.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=f3fe6ca6f28bd17a046fd5c4b73413a7" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/dark/pi.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=cbe468e697300312471f2a60c92b9972" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/temporal.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=3556a33da8a3ab588105ee1138f44aed" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/dark/temporal.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=18c35ff6a106cb1aadff480c5e383d09" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/light/vscode.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=6213678efc01822118de11d205c0af1a" 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-mdrxyc-1787545720-27790cd/V_2zTTb6XeqTs6W3/images/providers/dark/vscode.svg?fit=max&auto=format&n=V_2zTTb6XeqTs6W3&q=85&s=c5164f794e3b271fbbf5d24d8bd5a2a0" 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>
