> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-ent122-1783590571-e3e66b2.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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/bedrock.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=49f2517721053a0691d1893a4ef7fcbd" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/bedrock.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=1eb0e983afaf35d8c2dac6d52184afba" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/anthropic.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=1787b4b38cc4dc45d2463fa2577145f4" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/anthropic.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=138bd139c59c4f7b03305ae60516d814" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/deepseek.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=647af29c90d826fe0b58bb8410408ed8" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/deepseek.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=db60ebb97fb3ab5f93d5665534c21f35" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/gemini.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=2870c7d5caa19b40bce01ec209bbdded" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/gemini.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=1ae6763ed1fdb6b8978fbb96cfe0490e" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/litellm.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=da57007cbf12153bfdeb7572ccbed5d4" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/litellm.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=b972d803f154e0173bcfb0b4db0104e6" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/mistral.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=85e849180df51efee35dde1e56f5edd4" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/mistral.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=e5eae67c6f76bf519a6d9b0c973952fc" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/openai.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=10be72c43cecc2d37c9428e748f53873" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/openai.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=7bd98e11a6f8a5da3cc20e207a864fb3" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/openai.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=10be72c43cecc2d37c9428e748f53873" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/openai.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=7bd98e11a6f8a5da3cc20e207a864fb3" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/autogen.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=cf9642b51d4edd402668eea9fb87358b" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/autogen.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=c9fbb7959f891f7a23976d67cbb6c4df" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/claude.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=ebb0d882ea3628bf8bea27b42bb4772b" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/claude.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=4f685d6da3179689549e80f794dd23df" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/crewai.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=84d720adab17d1842821f3cfd77b29bb" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/crewai.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=4ceb94473e758bcb6cb7e09750bf8c5c" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/brand/docs-favicon.png?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=c94722f77b3e26cbe42cb71e031ea254" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/googleadk.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=6f78f65a1e6bb88f02433ffddd6f52b9" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/googleadk.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=69db475ee647f811dca175bbe38fe7aa" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/brand/docs-favicon.png?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=c94722f77b3e26cbe42cb71e031ea254" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/brand/docs-favicon.png?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=c94722f77b3e26cbe42cb71e031ea254" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/mastra.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=6084c9528b80bd20aab2b127f3199772" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/mastra.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=ebcab161e98200bfde3e9ce88b6689aa" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/microsoft.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=a700d19c1228347f6e8a9a2642ad7e87" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/microsoft.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=c78fc62b6c09e90a16565025a0bf8328" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/openai.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=10be72c43cecc2d37c9428e748f53873" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/openai.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=7bd98e11a6f8a5da3cc20e207a864fb3" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=db3c48b98ce7e76b7784935cc675cdc3" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=520de3f59b4eb49942a5facbf8807ba5" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/pydanticai.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=418ad8001dd2c30ea51d8611cf807f0f" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=8f3c2ede2221160d94f89ea10e7c6b80" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/microsoft.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=a700d19c1228347f6e8a9a2642ad7e87" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/microsoft.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=c78fc62b6c09e90a16565025a0bf8328" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/bedrock.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=49f2517721053a0691d1893a4ef7fcbd" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/bedrock.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=1eb0e983afaf35d8c2dac6d52184afba" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/vercel.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=0d95fd9813036982528ffd3e1630f387" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/vercel.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=f05c3fc40a98a385eea52e420fe70fc9" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/openai.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=10be72c43cecc2d37c9428e748f53873" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/openai.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=7bd98e11a6f8a5da3cc20e207a864fb3" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/gemini.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=2870c7d5caa19b40bce01ec209bbdded" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/gemini.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=1ae6763ed1fdb6b8978fbb96cfe0490e" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/livekit.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=87c6de38a7aa33afdbf0702a1310eda4" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/livekit.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=40ae05baf0b159252c6aea0122e17a5d" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/pipecat.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=c470587acfc3d01cd46a40233104c9db" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/pipecat.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=219381b66e9515f58ca31ce98b9e6eab" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/claude.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=ebb0d882ea3628bf8bea27b42bb4772b" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/claude.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=4f685d6da3179689549e80f794dd23df" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/openai.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=10be72c43cecc2d37c9428e748f53873" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/openai.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=7bd98e11a6f8a5da3cc20e207a864fb3" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/opencode.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=3259fba1181d39a4de9cb3f8f51358dd" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/opencode.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=5a15136af104427889b3ae6a0dd5df9d" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/cursor.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=d40189a36b7bd10f9f095f1f64c3801b" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/cursor.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=48f2d7f18f50bd80f347ee3dbfe2a613" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/instructor.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=c8663d84da0c802e33151c89a5736839" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/instructor.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=186575c29b7330885156ab3e94006dd3" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/n8n.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=037a172df3a0185c6a2ea44a9aeafbe6" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/n8n.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=af15f96496fec3e35da3612cfa2c6165" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/pi.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=fd9ec8972ee3061087911624a97b30fa" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/pi.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=74c794e2e0bc700586f72794f51e5caa" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/temporal.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=c38729098270f3f79d890a1d3d4d34c3" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/temporal.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=b95323763b6577c8f0eea1037f5901fa" alt="" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/vscode.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=d74e8244c8c7cfcc7d490632784ac67e" alt="" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/vscode.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=41b148f1ddfb52f8bba48aa3cde455de" alt="" 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>
