> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-includ-1787937986-142acd1.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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/bedrock.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=0dc1e1b46857c7edb38fd2326a16b59f" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/bedrock.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=fddad900e949edc5309252617b8fb535" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/anthropic.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=1743a23298407901e72a5615e49946b8" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/anthropic.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=d549aa0c0b9a50a6de9f8e8cc9a2fa51" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/deepseek.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=d122eacb03743ba5cada585a64cc923f" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/deepseek.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=16bd35abf1a2d9ff7e42c1e9ddcad9ab" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/gemini.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=ab469fbb7a5f6d3f24bd416eefd3befc" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/gemini.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=a834f0ba932b821408e653a5382442f1" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/litellm.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=4e818b78c9300c29aa8e3d2dd637397b" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/litellm.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=47a002a20053e1d2ae014a075efe5669" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/mistral.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=2f53b4462dde13deed5b7103595670cc" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/mistral.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=f8d6f395f53db22f530d634b0afa9e48" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=eeeaea5ce8928999451f7ac517b74abb" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=9d378996ef1cc0e0914c2e97c6f4f465" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=eeeaea5ce8928999451f7ac517b74abb" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=9d378996ef1cc0e0914c2e97c6f4f465" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/autogen.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=075da622f74b5ba53e6d996c79791cb6" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/autogen.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=41d698197158104b4a9bd1b2949c3b65" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/claude.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=cf6edaf85be39ac2b151ea384322c987" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/claude.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=b51b5d5dc0c73c83f4917e00248a541f" 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-claude-managed-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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/claude.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=cf6edaf85be39ac2b151ea384322c987" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/claude.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=b51b5d5dc0c73c83f4917e00248a541f" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Managed Agents</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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/crewai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=dfdd2539cc43c3f4ed6af563b0155c36" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/crewai.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=c98990eb9f89167ec14411261862bbf7" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/brand/docs-favicon.png?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=e7fc2957be6dc311b42e68e97c3ef6f1" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/googleadk.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=42432519457ca017901cf9f4a269382c" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/googleadk.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=6d46f1e2fa78d83cecdbfdd8445ef150" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/brand/docs-favicon.png?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=e7fc2957be6dc311b42e68e97c3ef6f1" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/brand/docs-favicon.png?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=e7fc2957be6dc311b42e68e97c3ef6f1" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/mastra.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=2c095faca47035ba85d9df410606c592" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/mastra.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=ae6fd423c7151ba768f4e3a08b2d219e" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/microsoft.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=4a5ad95e4365ec1f460a318440f17aee" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/microsoft.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=ada739ebebcb386432624c9c751ce6f6" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=eeeaea5ce8928999451f7ac517b74abb" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=9d378996ef1cc0e0914c2e97c6f4f465" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=575c40ef8ab92ddad1a5789ce747dee1" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=0875016cf75c9b2b7c11705c63f82a58" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/pydanticai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=4df734ad9d922d78d72ba5bc64b0b833" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=f2d58480576b42571181c6bc4d218951" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/microsoft.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=4a5ad95e4365ec1f460a318440f17aee" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/microsoft.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=ada739ebebcb386432624c9c751ce6f6" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/bedrock.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=0dc1e1b46857c7edb38fd2326a16b59f" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/bedrock.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=fddad900e949edc5309252617b8fb535" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/vercel.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=6b4e66ffae08d8184992acce3ff73f2d" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/vercel.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=0ff7d85e89331ac1c4717f981e031243" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=eeeaea5ce8928999451f7ac517b74abb" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=9d378996ef1cc0e0914c2e97c6f4f465" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/gemini.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=ab469fbb7a5f6d3f24bd416eefd3befc" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/gemini.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=a834f0ba932b821408e653a5382442f1" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/livekit.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=63e3e35c1f15ecd422eb00b5e441de23" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/livekit.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=ed25a63f0b255bbdf693fcedf7acf13e" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/pipecat.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=3292ade6d39fafb27235deb0406d8af4" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/pipecat.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=4ca0c4d0fdb0621990c90579e50a09ff" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/claude.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=cf6edaf85be39ac2b151ea384322c987" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/claude.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=b51b5d5dc0c73c83f4917e00248a541f" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=eeeaea5ce8928999451f7ac517b74abb" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/openai.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=9d378996ef1cc0e0914c2e97c6f4f465" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/opencode.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=112eaab78146b6a882e6a40d30aacc87" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/opencode.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=0617fa149922ed0382d3bcb517a72172" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/cursor.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=64201faa2e6826256e86c002d22d383b" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/cursor.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=96361e8f8df786fe45c4b37739132c47" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/instructor.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=d49707037956caacd37e89b5dcf299ab" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/instructor.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=b3dcf746594f934663f7f4bde8e11623" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/n8n.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=0b89f028bbb6545e74a970e729d70e8c" 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-includ-1787937986-142acd1/Gj3xJrt8iyymcMrH/images/providers/dark/n8n.svg?fit=max&auto=format&n=Gj3xJrt8iyymcMrH&q=85&s=7ade006cc0e9ad012e1f11082fd0aad4" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/pi.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=e8f6e846500599068f5711001f6edfe4" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/pi.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=ed874a67d366b759f162dce612baba7b" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/temporal.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=30ddead0a19fcb588bae8a528d2c4a46" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/temporal.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=1828113a3c2d6abdfecb3346ba1d9dae" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/light/vscode.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=d6c4586f9cd94d491683b9da103f97c1" 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-includ-1787937986-142acd1/eQN0UwE7LzkJ3O9D/images/providers/dark/vscode.svg?fit=max&auto=format&n=eQN0UwE7LzkJ3O9D&q=85&s=3140380bed3941d537c787748794ef5a" alt="" noZoom width="24" height="24" data-path="images/providers/dark/vscode.svg" />

    <span className="font-semibold">VS Code Copilot</span>
  </a>
</div>

These coding agent integrations follow a shared [metadata contract](/langsmith/coding-agent-metadata-contract) that standardizes the trace fields they emit.

***

<div className="source-links">
  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
  </Callout>

  <Callout icon="edit">
    [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/langsmith/integrations.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).
  </Callout>
</div>
