> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-cbiden-1784320915-d424d53.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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/bedrock.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=95cb282b0d95f88e21fbf3af56299263" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/bedrock.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=8211ec376406c88ddb6453c5cdf6772d" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/anthropic.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=0eb591fa99b7dfabe3aba9438455d9d1" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/anthropic.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=b9d1fb06e15949762912e2e4ba86ccf8" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/deepseek.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=a92f3a197b6568bc95079e51f42089d8" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/deepseek.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=66bf53a52b05e27ca5e79b3ecfb545cf" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/gemini.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=cab5498f61cc50cacdf97db4f2aa1d62" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/gemini.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=72f3c29129c1037bf152bf4c9b6c4329" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/litellm.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=3e03ef13fc353e8f606be7f52cbd31a2" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/litellm.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=e2108d585f6aa82f245f7230e7a7aa51" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/mistral.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=95f6d57be6803ac5297990b937a38c1d" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/mistral.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=1458da15b5d2af2aa1c7fe7819b256e6" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/openai.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=3c16db44c3f5432c6ea2e74387b47e23" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/openai.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=e19dfcd1ba0207cafb6b6f68bc5b8e1f" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/openai.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=3c16db44c3f5432c6ea2e74387b47e23" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/openai.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=e19dfcd1ba0207cafb6b6f68bc5b8e1f" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/autogen.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=cd766ee9b3ef2b91c4e732639b31247e" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/autogen.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=7037cc149792919f5dda738c44c974dc" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/claude.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=35605a8921af1a23fb75ac5bdf9e2bad" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/claude.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=c6edbb20f0135380df4d96cb3a39c08d" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/crewai.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=7bc103c35678859bd71fd8bdd8c8d76e" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/crewai.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=14592ca9a0c972d46b2ee1f8e7a7abb6" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/brand/docs-favicon.png?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=d00b8cd42bf78a28ddcd599b47f2409f" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/googleadk.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=e7b28f6e4acc98e915470bf2b170ec51" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/googleadk.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=8303941710b1a2ab78d8085e32c9a34e" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/brand/docs-favicon.png?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=d00b8cd42bf78a28ddcd599b47f2409f" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/brand/docs-favicon.png?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=d00b8cd42bf78a28ddcd599b47f2409f" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/mastra.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=7a711f193602739273211c6bc58fb206" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/mastra.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=b70ef2b8a0d9deefbd0aded28b8c6e73" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/microsoft.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=fe38d7fb6a8ec760cc91aadc08c4fac7" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/microsoft.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=8e95cb692bc4ab19b96ed849dd218bc9" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/openai.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=3c16db44c3f5432c6ea2e74387b47e23" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/openai.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=e19dfcd1ba0207cafb6b6f68bc5b8e1f" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=e42feedd8e04d107985515db9da699eb" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=406befc9140d873222ca2949c604deee" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/pydanticai.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=c41f970ceba99e575938321dddf24a5b" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=57886442e7fc4712287eadd9754483d6" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/microsoft.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=fe38d7fb6a8ec760cc91aadc08c4fac7" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/microsoft.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=8e95cb692bc4ab19b96ed849dd218bc9" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/bedrock.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=95cb282b0d95f88e21fbf3af56299263" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/bedrock.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=8211ec376406c88ddb6453c5cdf6772d" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/vercel.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=1be4de873713ea7479087778a64ce9ef" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/vercel.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=8e7d03a5ecf09f3a69e7dee58e408f5d" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/openai.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=3c16db44c3f5432c6ea2e74387b47e23" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/openai.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=e19dfcd1ba0207cafb6b6f68bc5b8e1f" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/gemini.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=cab5498f61cc50cacdf97db4f2aa1d62" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/gemini.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=72f3c29129c1037bf152bf4c9b6c4329" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/livekit.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=33feb59bcfbe3766098a93f73fc74de2" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/livekit.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=81b36b1f46b4f959f3fc1e08f5c7eaeb" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/pipecat.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=eabee0153d4cbf18ceb70fb262940cd3" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/pipecat.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=78bf5ce97482ac4edccd3db685a828fb" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/claude.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=35605a8921af1a23fb75ac5bdf9e2bad" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/claude.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=c6edbb20f0135380df4d96cb3a39c08d" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/openai.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=3c16db44c3f5432c6ea2e74387b47e23" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/openai.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=e19dfcd1ba0207cafb6b6f68bc5b8e1f" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/opencode.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=37182c742269d4f426b052ba5301cb9f" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/opencode.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=e5902894e56c0fe13d1ca71801d0accc" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/cursor.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=eba230b5df8a4ab9a6fbcf9a2fd2e6d7" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/cursor.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=582a2efbe84fd75747b368db9a640c72" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/instructor.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=4fed807b05fbc8d1b79a6bdb99925c46" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/instructor.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=1f057105fd58b59e587e265876e9b6ee" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/n8n.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=bdd42609e641526998aadb5eb88a7bda" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/n8n.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=aaf853e4b582e3b54c4cae54594a5b3a" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/pi.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=304ed942ef1bfac6da98561bf27140e8" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/pi.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=2354ae125a2b1848f59816eebea31f34" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/temporal.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=7d5f067d05f3145bce15a671701d1a93" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/temporal.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=8a5e3880cdb2f845ee184d70740e903d" 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-cbiden-1784320915-d424d53/cD6nrTeQsskokKhn/images/providers/light/vscode.svg?fit=max&auto=format&n=cD6nrTeQsskokKhn&q=85&s=d8fe2cf4b9705fc8b07c5c952f0e031c" 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-cbiden-1784320915-d424d53/eszkeSFn5voFGtGT/images/providers/dark/vscode.svg?fit=max&auto=format&n=eszkeSFn5voFGtGT&q=85&s=6f201be5ee47691de017d139521869df" 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>
