> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsde-1784577418-f712cd8.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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/bedrock.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=73779f2794a0b133cdeb0bea7043f8f6" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/bedrock.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=bb1498666a36c89ec8f1638d0e8c227b" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/anthropic.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=ca4a7b2a9d6bf0e5cd6b11798f13e6c0" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/anthropic.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=ec1c0ea2aed3ba81f7c5a4ae9c7e7285" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/deepseek.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=380d857f85b12a364255743e0e18f36a" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/deepseek.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=05a9e2f678a39aa2e6f33674c954fafb" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/gemini.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=bf01700ba205e256ce41349164458556" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/gemini.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=980af9eb231b93124d3b52c5afbe5c03" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/litellm.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=d389164d7d15cabbbe03e69ceb3b8c43" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/litellm.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=a47814531c3650da9cc551285b14eb84" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/mistral.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=fde3083781ee3cb5da6527bc9b9bc884" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/mistral.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=5fd8c5c733e20b7e19bb5bf59fb3f10e" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/openai.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=6709787f351d0a7cb2a87c20a33899e7" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/openai.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=e56efff6c09ca1217df38f6480ef28ea" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/openai.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=6709787f351d0a7cb2a87c20a33899e7" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/openai.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=e56efff6c09ca1217df38f6480ef28ea" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/autogen.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=7d1f3ff7e784fd674e39cd3114b2936f" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/autogen.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=5c4820c5db7f722603a42478da993198" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/claude.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=9b8df92d7ff40f34b41bccb78a298f85" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/claude.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=3fc0dd3ea3f5cd957d06398a1ce881c1" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/crewai.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=26d282acfa02f4afca21ee8df4a6d2a8" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/crewai.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=3a39dd6bdf025364175efd8d69de76e8" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/brand/docs-favicon.png?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=466415149896977dbbb4e38ba0d93905" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/googleadk.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=af3249090a48689567b1c2094df44819" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/googleadk.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=3f133db3cac3b455c0c1e7ea366753b4" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/brand/docs-favicon.png?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=466415149896977dbbb4e38ba0d93905" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/brand/docs-favicon.png?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=466415149896977dbbb4e38ba0d93905" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/mastra.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=f5cfe5a05bc125b1a3c129ebd6fb23c4" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/mastra.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=35c7d0f138913b8fad26c4a9f02cb3cf" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/microsoft.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=df23e421fe56a944290d31d61e824121" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/microsoft.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=286274c4a095f8d713a373fa55a21ed3" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/openai.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=6709787f351d0a7cb2a87c20a33899e7" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/openai.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=e56efff6c09ca1217df38f6480ef28ea" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=765a22b9489ca61655d23c3e5b58e538" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=3f4b77a60f1c4175a3a383e2bc63a1dc" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/pydanticai.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=eae3d621da2ec3caa5bffd3112ff0dc8" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=348f06b562774e5b45413a82b1bb605b" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/microsoft.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=df23e421fe56a944290d31d61e824121" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/microsoft.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=286274c4a095f8d713a373fa55a21ed3" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/bedrock.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=73779f2794a0b133cdeb0bea7043f8f6" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/bedrock.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=bb1498666a36c89ec8f1638d0e8c227b" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/vercel.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=00a00e271f43704fa8985522e6dfa7ac" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/vercel.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=74aabc46ec0afe7b28e89a4ca4367a7d" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/openai.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=6709787f351d0a7cb2a87c20a33899e7" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/openai.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=e56efff6c09ca1217df38f6480ef28ea" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/gemini.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=bf01700ba205e256ce41349164458556" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/gemini.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=980af9eb231b93124d3b52c5afbe5c03" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/livekit.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=02572a61946741c8f594d55cc1014114" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/livekit.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=512c8c409bd173f2951fad9cb9262b6a" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/pipecat.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=04b38e046c4e96b97c2b583c124ee725" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/pipecat.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=bb33f391f29cc1a6636590644cef88df" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/claude.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=9b8df92d7ff40f34b41bccb78a298f85" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/claude.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=3fc0dd3ea3f5cd957d06398a1ce881c1" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/openai.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=6709787f351d0a7cb2a87c20a33899e7" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/openai.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=e56efff6c09ca1217df38f6480ef28ea" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/opencode.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=ac7b987509438f40a54fff99a5565231" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/opencode.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=9cd98080ccef782cd64b77d93743bbf8" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/cursor.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=0d839c4367b5b094449bf86bc17842f9" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/cursor.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=1363baaf1aa45a766a97f21346055514" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/instructor.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=2e09b6e4dee9dde3966bc8f84f0f92d3" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/instructor.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=9109ab8d2d59cf883d929f91d6618ce2" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/n8n.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=57c6e2d2f7b5a3e1537c634919ecbd7a" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/n8n.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=c72967f6f932844bc63f89b289981729" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/pi.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=735c8cefbe3f202103e32a3f495000a4" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/pi.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=3ff2f94928695d51d55c6d44cef928c1" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/temporal.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=ee0207bb350c061a885292b5884c90b3" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/temporal.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=072345ddda1fd453386ed95dac3ddb22" 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-docsde-1784577418-f712cd8/QKgJGvgj2H-N_Tut/images/providers/light/vscode.svg?fit=max&auto=format&n=QKgJGvgj2H-N_Tut&q=85&s=8fcc38c22fe89d9ebe7af5e7eabe4994" 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-docsde-1784577418-f712cd8/4Vn__kFFYXqblBsx/images/providers/dark/vscode.svg?fit=max&auto=format&n=4Vn__kFFYXqblBsx&q=85&s=2c0377fa3815500f51c6e957d6d2bac5" 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.
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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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</div>
