> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-fjmorr-1786082951-7fc5d1b.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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/bedrock.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=d7f6b25b1e5f1c1533f444ed5baf3d35" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/bedrock.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=2f1a381c22dbb8975fe9cee115fde30b" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/anthropic.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=8bf06a29872b0f1561c3d1965b48d42d" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/anthropic.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=992ee5ab86c615788c125fbf0efee597" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/deepseek.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=5455d9eb248323e7edaad02a170854dc" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/deepseek.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=d0b0bc23306b5c660df1502203bc09e0" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/gemini.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=8a26f727337d21cf3ab7efcce986d48d" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/gemini.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=c13e8c6206fb8b6302e1f6179a682401" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/litellm.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=46483b717b75635f5fe8b858b3936dca" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/litellm.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=ef3b43481b00f4d3d730980be9c28236" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/mistral.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=a2a8a2dbb50306a04f038cbc72b2eee3" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/mistral.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=4d654b2f70e3aedd26c6bd5a9b1391d1" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/openai.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=5eb43e5a40c9e8890ee21b9cc5c8a8c9" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/openai.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=26af4c47e243da17ff8d4883be93b87f" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/openai.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=5eb43e5a40c9e8890ee21b9cc5c8a8c9" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/openai.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=26af4c47e243da17ff8d4883be93b87f" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/autogen.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=fb70e0101dd9a6545c48a6dc9252489f" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/autogen.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=0ac9a2ac6f72b602fb141602bcfc7d70" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/claude.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=6d6991bf671efc60cf033dfb72f1a5dc" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/claude.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=f49cd228e52061ec780b817587477b8b" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/crewai.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=89781f9c1bbf22b5a046da452fbd91d5" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/crewai.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=13d5adc48cbdf551aeccbedf992e11a8" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/brand/docs-favicon.png?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=5e7933aad55342e51e42024df3b1a9f1" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/googleadk.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=b73c910c90f048f3b2e4001ba709da06" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/googleadk.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=65e73f5847a5723923cfb4cfae357b77" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/brand/docs-favicon.png?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=5e7933aad55342e51e42024df3b1a9f1" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/brand/docs-favicon.png?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=5e7933aad55342e51e42024df3b1a9f1" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/mastra.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=23a924debbffbbb9c4300f6a5d47c875" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/mastra.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=fbcfbbe8904b158f70dbfa3a8c782a04" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/microsoft.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=081d9c630ba80d95702beee310f3de56" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/microsoft.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=95ab22265dca13cf424348d9ebd12bcf" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/openai.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=5eb43e5a40c9e8890ee21b9cc5c8a8c9" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/openai.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=26af4c47e243da17ff8d4883be93b87f" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=ec1c03cf4f41a1c3f2d442ad41cab25a" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=e8a1451e05dc43a719506d8d908b7dff" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/pydanticai.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=193d2f3f9bf2f17db36703829f17e298" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=3612ff30e7bd3b879330e1dd1132cad2" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/microsoft.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=081d9c630ba80d95702beee310f3de56" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/microsoft.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=95ab22265dca13cf424348d9ebd12bcf" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/bedrock.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=d7f6b25b1e5f1c1533f444ed5baf3d35" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/bedrock.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=2f1a381c22dbb8975fe9cee115fde30b" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/vercel.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=e460fb280ed04a6c0d7d12d6e8fdc420" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/dark/vercel.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=9c32241cc83e2b34755331c5a026bc4f" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/openai.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=5eb43e5a40c9e8890ee21b9cc5c8a8c9" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/openai.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=26af4c47e243da17ff8d4883be93b87f" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/gemini.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=8a26f727337d21cf3ab7efcce986d48d" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/gemini.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=c13e8c6206fb8b6302e1f6179a682401" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/livekit.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=006b4ec026415189c8c4053165b7ef26" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/livekit.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=1f23cb30dc98d30e04b656df5e13a511" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/pipecat.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=6bc2212d659497e8f96885f5777bca83" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/pipecat.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=d329b73b53537c36a2fe2ed3e10078a1" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/claude.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=6d6991bf671efc60cf033dfb72f1a5dc" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/claude.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=f49cd228e52061ec780b817587477b8b" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/openai.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=5eb43e5a40c9e8890ee21b9cc5c8a8c9" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/openai.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=26af4c47e243da17ff8d4883be93b87f" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/opencode.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=5480035057a2108815b2aa1934bac21a" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/opencode.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=df5088d3ea8a2705677ea5af22020e58" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/cursor.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=e7280117653fcb7da03b732901ef1074" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/cursor.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=0d982481225fbc659c3a7e5be4125f1b" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/instructor.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=28503a9e23f51cbefa3c1c8e9a34f348" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/instructor.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=1227efea165edaa7a6980a7fd5c2f60b" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/n8n.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=cdecb3c391c27fa17dbe4f249f089bf3" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/n8n.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=558a7c04e297436a25bf8f18b7e89baf" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/pi.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=0924779e1e3833756dfbf434cbb8ef50" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/pi.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=4e7cfc73bedf4b889d59bfb476a9d965" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/temporal.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=ed5a7ebbc903619a11a6596d068e235e" 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-1786082951-7fc5d1b/oY5JOb7IXOMafzyM/images/providers/dark/temporal.svg?fit=max&auto=format&n=oY5JOb7IXOMafzyM&q=85&s=9eaa2d27ffe9f19ab1b693534ee347c1" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/light/vscode.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=1096a9aa5f659619fb931af27613f448" 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-1786082951-7fc5d1b/YuDBuCIccbAFwUf3/images/providers/dark/vscode.svg?fit=max&auto=format&n=YuDBuCIccbAFwUf3&q=85&s=aaa2f3e4639df41467ea967683d34d36" 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>
