> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-cbcons-1783457811-c26995e.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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/bedrock.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=66a58d5ddf056b62d0b50dd24bd0fc12" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/bedrock.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=df4a15b89a483998655356376bf0230c" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/anthropic.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=efa8b6f76f5d841447d77dee3ebdc3f9" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/anthropic.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=edde30ffe95481f88db8b8b142dc5d71" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/deepseek.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=42632246a09af920a0b205e3f1384d8e" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/deepseek.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=2cf1c0c3f4f3a1673b4cd2d8f33cdb63" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/gemini.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=ab03ce3f3c1f78e3fd1657b24e6659ee" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/gemini.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=8a8c1d3fe2f01b7b3449f659304dbd2c" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/litellm.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=97e497633645696aa6dc5e09ec095082" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/litellm.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=767cc3aa119503d3e0a905a5e089c32a" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/mistral.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=ce2154228219cda5280a0c50c1fe9b30" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/mistral.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=94776282da00329df43991ec718390ff" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/openai.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=cbef95a6c9456d9280e4039b820b19cf" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/openai.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=26bc79a491972a87a1b047f642ce40ea" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/openai.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=cbef95a6c9456d9280e4039b820b19cf" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/openai.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=26bc79a491972a87a1b047f642ce40ea" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/autogen.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=6740586dd70caf1381f80a1b50edceae" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/autogen.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=425e6a609526c4da518422f1bad5f073" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/claude.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=c584cbeb3bf51642408cd07ad2e8985c" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/claude.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=85bc1a368c7350c06e9e55ab26e94a7b" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/crewai.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=31c3f62cde71b1f68a0359c8e3ca234f" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/crewai.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=fb3224445f674ce96e3443410948c275" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/brand/docs-favicon.png?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=70a93309aa8e1629a3da2df208d5691c" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/googleadk.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=884bd2f2849ab4f44435bf911a79cad1" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/googleadk.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=a2656bf52691346c3f32b15d757d3462" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/brand/docs-favicon.png?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=70a93309aa8e1629a3da2df208d5691c" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/brand/docs-favicon.png?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=70a93309aa8e1629a3da2df208d5691c" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/mastra.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=ba3c5c72c33853a4956da7c7a6b8762a" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/mastra.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=b1a3647ab565ed98f3219182b288ab31" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/microsoft.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=67ba9cd9c41777dc611c19c6e73594fa" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/microsoft.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=93c019d7f4ab0a55af5e4fc174cd9cdd" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/openai.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=cbef95a6c9456d9280e4039b820b19cf" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/openai.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=26bc79a491972a87a1b047f642ce40ea" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=029a8c131dec752d7c156a5b9f98533c" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=2e7afbca35fba34abb44afa095c59e33" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/pydanticai.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=e64a439718b31258db91b4f2fed03635" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=301e1290beb812485a53a778b65704a7" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/microsoft.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=67ba9cd9c41777dc611c19c6e73594fa" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/microsoft.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=93c019d7f4ab0a55af5e4fc174cd9cdd" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/bedrock.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=66a58d5ddf056b62d0b50dd24bd0fc12" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/bedrock.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=df4a15b89a483998655356376bf0230c" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/vercel.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=712c82ab18e39a02333f6c2117d38d08" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/vercel.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=f124898cf5194a6b34075f51d778d29c" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/openai.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=cbef95a6c9456d9280e4039b820b19cf" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/openai.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=26bc79a491972a87a1b047f642ce40ea" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/gemini.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=ab03ce3f3c1f78e3fd1657b24e6659ee" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/gemini.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=8a8c1d3fe2f01b7b3449f659304dbd2c" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/livekit.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=cfed947178407c016f2d3093d83fa094" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/livekit.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=ea60c222e1d3377ee411000cbdf35c64" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/pipecat.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=72027c85aedad23d2a6db88fe969a6a9" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/pipecat.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=9673f888d28d883a5f746f6fe8ca807d" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/claude.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=c584cbeb3bf51642408cd07ad2e8985c" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/claude.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=85bc1a368c7350c06e9e55ab26e94a7b" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/openai.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=cbef95a6c9456d9280e4039b820b19cf" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/openai.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=26bc79a491972a87a1b047f642ce40ea" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/opencode.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=806267be2dcd9be7d1b71a4b6daf76dc" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/opencode.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=1feb2fceddfc28248707676aac6fa48f" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/cursor.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=fbcc011325653d92770e174dad7a6ca7" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/cursor.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=4cbbe59544c07f1d50251cca0350e51d" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/instructor.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=2022cb266a6d6c2d79969dd7e06a63b4" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/instructor.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=02b5e368ba802ec8eb987a0ea2c71528" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/n8n.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=d3eede68d65f29fe8563977930a9af29" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/n8n.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=ca24eb4830fbcc5ef3e430bcca7118f3" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/pi.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=8948fc4e1b2eb6fda8892daae5a7f81a" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/pi.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=eab6e126e793a91a3990f571e2a20ea9" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/temporal.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=9c411739f85481d55964a25ce592c3e2" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/temporal.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=8e1966818b8986a3da97f44273ff2557" 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-cbcons-1783457811-c26995e/KSt-ptXbv2f2z_a6/images/providers/light/vscode.svg?fit=max&auto=format&n=KSt-ptXbv2f2z_a6&q=85&s=51a06e7a78b85cbd5ddc6fd3158bae29" 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-cbcons-1783457811-c26995e/ZFaPjeJEmukPjn93/images/providers/dark/vscode.svg?fit=max&auto=format&n=ZFaPjeJEmukPjn93&q=85&s=e5b8a89c0a741414d022e40ba51037ba" alt="" width="24" height="24" data-path="images/providers/dark/vscode.svg" />

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

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

***

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

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