> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docscl-1783712772-37c510e.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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/bedrock.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=9aef22be3f79218a52f3a9f886d4453e" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/bedrock.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=b303f326ee3197ad07e8e2d8e5c060cd" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/anthropic.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=1fe12bec5da32542c605530c3b844322" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/anthropic.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=133aa15c825b6726a27abfe44942d18d" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/deepseek.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=c2d4a22efdc2aea60fd65989da80d8bd" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/deepseek.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=d7349eff320cb724cd77693e20b1dfa5" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/gemini.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=4573760b193e960311bb691310c938b8" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/gemini.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=9681863b0d08f1cc9ce6cbaeff41addd" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/litellm.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=c39dc82c21228fb6d35309748a4acabc" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/litellm.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=89263e68b56042be7cffee88444f54eb" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/mistral.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=87a1b5a14b605ba735ae91fd5a4e6d2a" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/mistral.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=c59e0eb449255571c7cdf0ebfa5eb9c5" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/openai.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=3c459ce3a057695044ea224a3e405e22" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/openai.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=f9d0f5962e37017a7c864a202e7c4659" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/openai.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=3c459ce3a057695044ea224a3e405e22" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/openai.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=f9d0f5962e37017a7c864a202e7c4659" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/autogen.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=f988c2c2d32952f3ab0ac1756fb2bfbe" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/autogen.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=0644a184a1ad05dd18dd3603f10f250f" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/claude.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=4a98e4db79673188fdefdaa66077d4e9" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/claude.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=66bed7ae17757e07a0e51ff8af97eecf" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/crewai.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=d7ba2f819fc6f9569dde45ed734dce6f" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/crewai.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=b656473bfcf3782439b2a3befc070bfa" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/brand/docs-favicon.png?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=675b7b84e36d03667007aa30b5ef3dde" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/googleadk.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=7176dd262e0b128ecaf90808e463001d" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/googleadk.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=e66a07072bef08f6c2be6ebeee0dd046" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/brand/docs-favicon.png?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=675b7b84e36d03667007aa30b5ef3dde" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/brand/docs-favicon.png?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=675b7b84e36d03667007aa30b5ef3dde" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/mastra.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=fe9a9c548afb0c010f6e644c4908e7c3" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/mastra.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=e3dcb164f96e5e82ebb896402a79adce" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/microsoft.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=6bcd6d1e3f58d79ce008ad1b86c42b30" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/microsoft.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=c07eb2574a5bc161ab154e87a3792c96" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/openai.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=3c459ce3a057695044ea224a3e405e22" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/openai.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=f9d0f5962e37017a7c864a202e7c4659" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=42b8f523ba364d3a2037cab50f41aca8" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=a766091f01c78b5d799713c8d9d69696" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/pydanticai.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=4765c7b1c5129cf7b9ac599f3ebfbff9" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=98d3046d3bf0d5876caa511ebd0ae97e" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/microsoft.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=6bcd6d1e3f58d79ce008ad1b86c42b30" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/microsoft.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=c07eb2574a5bc161ab154e87a3792c96" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/bedrock.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=9aef22be3f79218a52f3a9f886d4453e" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/bedrock.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=b303f326ee3197ad07e8e2d8e5c060cd" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/vercel.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=2ac00078a1087c2640a417ff69494cfa" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/vercel.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=03e14c1208149cbccae9bee59e01452f" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/openai.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=3c459ce3a057695044ea224a3e405e22" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/openai.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=f9d0f5962e37017a7c864a202e7c4659" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/gemini.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=4573760b193e960311bb691310c938b8" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/gemini.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=9681863b0d08f1cc9ce6cbaeff41addd" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/livekit.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=61617a38f67567c237879c7fc6830093" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/livekit.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=c2e67a66b905684962e3165af7fe289a" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/pipecat.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=c89eda17cf1e49eabde4e6e29a12f600" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/pipecat.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=997c776f3925e6706ca7bd34e74e1f65" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/claude.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=4a98e4db79673188fdefdaa66077d4e9" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/claude.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=66bed7ae17757e07a0e51ff8af97eecf" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/openai.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=3c459ce3a057695044ea224a3e405e22" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/openai.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=f9d0f5962e37017a7c864a202e7c4659" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/opencode.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=7620c6d47690cff27f2d979ec5ddc875" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/opencode.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=9bd2fe0c05496de97570e208c7d2fd31" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/cursor.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=a1a6b0191e9c29dc9bbec3d9b3b6bff4" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/cursor.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=23d982292c9c0ef2d4225408d74c768d" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/instructor.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=8af65e56635e383f2cc679bf18555f72" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/instructor.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=ce7b0ea8f223485aa45fe53b20cfaf3b" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/n8n.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=9717eb643bf3a0ed3105fc855f763a41" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/n8n.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=0012a7b6a26ec13485a945b153d4c218" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/pi.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=3fb08d918f657cbf4c5db18752f7ac14" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/pi.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=86664116304892212f8339f03b755f71" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/temporal.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=53d80416a5012c03c207f508ab4d5de2" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/temporal.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=b255de23ebdc772e31baa88a02feda8d" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/vscode.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=91e4a35f4dbd11645777f5bae22dc95e" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/vscode.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=a71534652bd685d28e99dc5177f3d8fd" 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).
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