> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsmd-1789592284-4ee7e30.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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/bedrock.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=aa76cdc7350728cf0e07e98afd1d49aa" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/bedrock.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=c70c5d72dbc79adaa960fdbed7c2c873" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/anthropic.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=661c5da39a55538d724f14d444c6a8ef" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/anthropic.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=70377515f83196407e2e3111d0692cec" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/deepseek.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=6bd60bb76ca7bde260c8893f00341469" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/deepseek.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=4864b260822ae04a6bc2ed4d22e60bf7" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/gemini.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ae1f580328593b2fefb9358366a1c600" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/gemini.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=030f1fe09299f49761b2727135811b73" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/litellm.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=79312c0cda83ed05abbe054b2dae19c8" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/litellm.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=29da4220ad3b5babbfbf8adeb59ee423" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/mistral.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=dce691720a33cf6ebc32c8b960099b26" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/mistral.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=2c2984d93a552863e1c1fdd8b2d78430" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ed2530c104a4a1a7667edc149cf05779" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=238b9c3464734bee0f45ad184bb73b72" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ed2530c104a4a1a7667edc149cf05779" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=238b9c3464734bee0f45ad184bb73b72" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/autogen.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=64abe2a8d890d440513d13af36a6e0f8" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/autogen.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=f3eda58fd8522a787db62cb51057ed8e" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/claude.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=0f344f25180d85acaa87a51cb88d8761" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/claude.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=ac91e4c4ee71a672d42be22b07114da3" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/claude.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=0f344f25180d85acaa87a51cb88d8761" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/claude.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=ac91e4c4ee71a672d42be22b07114da3" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/crewai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=deae0f2eb567b239ca0daf11124904ea" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/crewai.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=c32895677086870884a649b5c8decf75" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/brand/docs-favicon.png?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=e5d72c2d6055cb29e728edd087dcdb6d" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/googleadk.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ea08c6c2fdccb10e74ee81c7eca8e519" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/googleadk.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=65b9bed76f0cd6d2f7ab5c14b6c48396" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/brand/docs-favicon.png?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=e5d72c2d6055cb29e728edd087dcdb6d" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/brand/docs-favicon.png?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=e5d72c2d6055cb29e728edd087dcdb6d" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/mastra.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=1a41b701a6ed123d5315cc3c7d7dd947" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/mastra.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=0b8ef5eece3fdc8ce246c9d713d80865" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/microsoft.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=2991d35f5a18bf07e7ac5b7470fab66f" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/microsoft.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=aa20847317a0bbbe49a11f730adbcbe6" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ed2530c104a4a1a7667edc149cf05779" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=238b9c3464734bee0f45ad184bb73b72" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=7f681a7fc5a9c941e1b78439ec5e939a" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=8aa9be8223c3bdf87a813d96b7d7826b" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/pydanticai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=a7e034b9e8fa6091ab0503e38a2ebe3a" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=23786bf0bc317763842a760917a0a116" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/microsoft.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=2991d35f5a18bf07e7ac5b7470fab66f" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/microsoft.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=aa20847317a0bbbe49a11f730adbcbe6" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/bedrock.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=aa76cdc7350728cf0e07e98afd1d49aa" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/bedrock.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=c70c5d72dbc79adaa960fdbed7c2c873" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/vercel.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=7d499d7b6592dc4cc29b5654f9b7fa3f" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/vercel.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=d78e0596c8040b630c0933d1363fa851" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ed2530c104a4a1a7667edc149cf05779" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=238b9c3464734bee0f45ad184bb73b72" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/gemini.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ae1f580328593b2fefb9358366a1c600" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/gemini.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=030f1fe09299f49761b2727135811b73" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/livekit.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=b7da7ed546efcdc07a2236e6cb8b0184" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/livekit.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=c88b3f2006912bf598e3ce67865362d8" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/pipecat.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=03fc1b7d88ff0d4caa1a105ce4232141" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/pipecat.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=376bd0b6c5257b4a75a91bbd0b0f3518" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/claude.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=0f344f25180d85acaa87a51cb88d8761" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/claude.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=ac91e4c4ee71a672d42be22b07114da3" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ed2530c104a4a1a7667edc149cf05779" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/openai.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=238b9c3464734bee0f45ad184bb73b72" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/opencode.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=43755340a5370a0430d19025be8bd401" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/opencode.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=1c1087c55f233fa24b765a912e546c21" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/cursor.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=62ee20ecc4c331d0c57cc8e461d938eb" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/cursor.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=95a1fea9539d76e18e013d519a2c82e4" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/instructor.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=ae3dee71456017da93b8ea790f52e8b8" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/instructor.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=3099be9d222467b13f84bc70345c1b61" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/n8n.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=0a2c314f64ac6bd2aac0d6e9bcee44c0" 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-docsmd-1789592284-4ee7e30/VWAbL0_P0WZiEg-7/images/providers/dark/n8n.svg?fit=max&auto=format&n=VWAbL0_P0WZiEg-7&q=85&s=7cac76b48fa6f94d22ec7d7ade5fee7b" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/pi.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=a75e51ef9b132671cf2b489c3bb84cc9" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/pi.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=989345ae9a59d97247724f14d7e65341" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/temporal.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=8884002ee1dc73c9491c4059b531806e" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/temporal.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=520b2129947dcbcb8b1fad3bd69ec881" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/light/vscode.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=1efa8d91aef3485c2658e1fc49385e29" 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-docsmd-1789592284-4ee7e30/SWLMSSLT25s66Ed7/images/providers/dark/vscode.svg?fit=max&auto=format&n=SWLMSSLT25s66Ed7&q=85&s=36d05ac7b1b6419990e36dda98c869c9" alt="" noZoom width="24" height="24" data-path="images/providers/dark/vscode.svg" />

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

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

***

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    [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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