> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1783468437-b71f861.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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/bedrock.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=058bb1b8e5fcc1fceb136f448f100c15" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/bedrock.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=09d19d102e7bf7ccccec3ab219f1b8bb" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/anthropic.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=e65728641462e81960812e44919ca75b" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/anthropic.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=6c7168c7585cc668e3ac20f51b3e95f1" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/deepseek.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=5389dfca3865cedcaa61ca10242318cb" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/deepseek.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=f51886d116c2c132fe70aec669b00429" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/gemini.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=566beeed4f500de277f5347248d83680" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/gemini.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=573609cbde0d018300fb208a1b12130e" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/litellm.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=d3f789d6d6a9a3cb4ca39001c11ea9ca" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/litellm.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=c2d126aee6181b66cc87c27e6768fa7e" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/mistral.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=1ea4b6a9e79690610f4ab353952bb80b" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/mistral.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=0e92b3e63c00cd5bdcd3373004a8722c" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/openai.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=e54012093cdb9a4174f752f184355c60" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/openai.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=bab5570c2430086cbdbb51d42dcc9620" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/openai.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=e54012093cdb9a4174f752f184355c60" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/openai.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=bab5570c2430086cbdbb51d42dcc9620" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/autogen.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=617e04af91ca2761cf1448b976ccb63f" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/autogen.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=a1a861e03232e62d5d069a4c140ba37a" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/claude.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=138bb5ca392f766582c3e55d1c7e81b1" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/claude.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=ca9b27bafeb7e073e4a75edc7bfa123f" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/crewai.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=513953ca03e9f5c583302d1617745c3c" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/crewai.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=9334ac7a363abee84bc4deddf620c8e1" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/brand/docs-favicon.png?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=54248108fd2838be26941b3205bd2fb9" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/googleadk.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=772262246326f739788b134d58de4a7a" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/googleadk.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=0903c873ac703b99fdcf06bb44af1949" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/brand/docs-favicon.png?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=54248108fd2838be26941b3205bd2fb9" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/brand/docs-favicon.png?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=54248108fd2838be26941b3205bd2fb9" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/mastra.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=0ecf919f3b4c3ae9a669dc9668fdebde" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/mastra.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=1d5e0a09ba63ed4bf8d7552ba1e29b43" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/microsoft.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=48dc0248504b65565e80996193a64435" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/microsoft.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=167ed2af43b8a95836b2bcd927062a6a" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/openai.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=e54012093cdb9a4174f752f184355c60" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/openai.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=bab5570c2430086cbdbb51d42dcc9620" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=b91e45d38cf98f14908b318d7054f1c7" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=e33ba7a6280a88495dc063bcbeb9fc57" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/pydanticai.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=a85e6d9daa92c7ce0e8d09cb67f5ec8d" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=5239bebae7efb6c8c6c7a1fb19784401" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/microsoft.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=48dc0248504b65565e80996193a64435" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/microsoft.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=167ed2af43b8a95836b2bcd927062a6a" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/bedrock.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=058bb1b8e5fcc1fceb136f448f100c15" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/bedrock.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=09d19d102e7bf7ccccec3ab219f1b8bb" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/vercel.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=d10cd0bf7f89dfbdb59ed9bf5c085e63" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/vercel.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=8ea39b78cf0dcdc1de0d3754377700fd" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/openai.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=e54012093cdb9a4174f752f184355c60" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/openai.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=bab5570c2430086cbdbb51d42dcc9620" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/gemini.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=566beeed4f500de277f5347248d83680" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/gemini.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=573609cbde0d018300fb208a1b12130e" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/livekit.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=adbb68ff95b08cfc15d938fd4c263801" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/livekit.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=61a7fcf03a40da282e01efe3443224f4" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/pipecat.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=cfe22455b69b2fe4f72ed4e8b92eaef4" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/pipecat.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=745ea6fffe3eefbe108bd20dcae70802" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/claude.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=138bb5ca392f766582c3e55d1c7e81b1" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/claude.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=ca9b27bafeb7e073e4a75edc7bfa123f" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/openai.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=e54012093cdb9a4174f752f184355c60" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/openai.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=bab5570c2430086cbdbb51d42dcc9620" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/opencode.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=b30beedd6cc8c34a26a7a24694764327" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/opencode.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=4915a8af562293e897a779afb2209e10" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/cursor.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=4e167c0930afb9c51b6a7f5bce7d0424" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/cursor.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=d87baede94c17b9e157f854fb291d6a2" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/instructor.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=555dffe3bee0e609d60af4ed8a3ba366" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/instructor.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=0a89152fbbc337a9615bf94d7b9b4bff" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/n8n.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=ccec540e95e5f2d400505bb5872dfb93" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/n8n.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=8e65133e1b52ce2320dbc8324d156e34" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/pi.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=b66cadcde7dd14bf74066e58f68b6322" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/pi.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=40a2fe7ff040415faec994017cd4bb21" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/temporal.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=300153aea676af5b68c9763e5e70720c" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/temporal.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=eaec011f64145b1c7eef880ba4200465" 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-opensw-1783468437-b71f861/ZO-hT20X-Z7xymvz/images/providers/light/vscode.svg?fit=max&auto=format&n=ZO-hT20X-Z7xymvz&q=85&s=80dbd201b563ea3911bec92ac3885f9a" 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-opensw-1783468437-b71f861/jTpzerj0W5zn9bP-/images/providers/dark/vscode.svg?fit=max&auto=format&n=jTpzerj0W5zn9bP-&q=85&s=02f10c60e509459bc6841aeb20c2ddd6" 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.
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  <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>
