> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-ent603-1783443896-fa7532a.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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/bedrock.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=b9e3d9e4750fe4559aad236ca66809c8" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/bedrock.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=55d84b00b9fc614b36c3120013a62417" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/anthropic.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=d6cbb0b326e53498fd20eddd0778ad7b" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/anthropic.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=9baf293d25dbced2dee483f02a2ab307" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/deepseek.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=bd7f2850df8f7dc4761a7cda051b2381" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/deepseek.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=8e760c164f7f375057d90afd4d36232c" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/gemini.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=eb656b53fa10de0de8b74ca0f25e677b" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/gemini.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=de61c11020a4ce11cdf9d75432a8b381" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/litellm.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=d7db3cda8d44ddf2dffd564e707188fc" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/litellm.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=932538fa7e231ed5151286393b43e84a" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/mistral.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=0d40e1e1fa7cbd6a1e56da2e19eb41ba" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/mistral.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=f70d71a90fa4d1fb2a56ec3e765c187e" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/openai.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=f3321f8b560fed80e5bfcfc347b0d229" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/openai.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=90b4006441f8eec95389d93b7ea7a8c0" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/openai.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=f3321f8b560fed80e5bfcfc347b0d229" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/openai.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=90b4006441f8eec95389d93b7ea7a8c0" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/autogen.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=12268efcf6b8637f8802e0118c89f0b8" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/autogen.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=75ee2d99c3a2a0fac0a95c126bc6f5d2" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/claude.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=d097fa3000c898514ffc894d677deffd" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/claude.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=e523847e7f6c8e221ab49c1c875b4058" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/crewai.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=08b3254bc7ebae6cd7f6613ad737ce23" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/crewai.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=90368ccfc9680e61979cfcf1ce2b26d6" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/brand/docs-favicon.png?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=5af2ad5ebe88de0b12de4334d9d24c52" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/googleadk.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=67a6963b3a9d003301bef6645bfe0693" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/googleadk.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=e054b8b6b2cd8d9eda1635149c250a78" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/brand/docs-favicon.png?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=5af2ad5ebe88de0b12de4334d9d24c52" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/brand/docs-favicon.png?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=5af2ad5ebe88de0b12de4334d9d24c52" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/mastra.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=0adab5b4f5e984c1a66c1f33a980e031" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/mastra.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=5886a2e2c84f07c78af1a43f709a98ec" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/microsoft.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=e1e02ccae50be55c765f3f62f4cfe43b" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/microsoft.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=8eb2a24a1e68c0a5ce4722706ae33645" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/openai.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=f3321f8b560fed80e5bfcfc347b0d229" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/openai.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=90b4006441f8eec95389d93b7ea7a8c0" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=6ee4523b07928443abf23ff0ef5d7820" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=1fb6c86541b0660acfd06cec619b3bf5" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/pydanticai.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=81be5a8c615d1dc76e7b745464ff7877" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=a9b70417b7e824cd0029c1af8a40f969" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/microsoft.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=e1e02ccae50be55c765f3f62f4cfe43b" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/microsoft.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=8eb2a24a1e68c0a5ce4722706ae33645" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/bedrock.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=b9e3d9e4750fe4559aad236ca66809c8" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/bedrock.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=55d84b00b9fc614b36c3120013a62417" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/vercel.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=39284b6984dab1419dc5b8f1a523fe6c" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/vercel.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=a9f0054b5660ca6d3ae4b766ffb5733b" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/openai.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=f3321f8b560fed80e5bfcfc347b0d229" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/openai.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=90b4006441f8eec95389d93b7ea7a8c0" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/gemini.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=eb656b53fa10de0de8b74ca0f25e677b" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/gemini.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=de61c11020a4ce11cdf9d75432a8b381" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/livekit.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=354c98cfb984d1d35efba5f5bf55160b" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/livekit.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=7cbe42ee4d207fa095087be8ccf53c06" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/pipecat.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=66d6c2973f48751e78d47c5543d2b1f6" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/pipecat.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=930b20c8b02cb63107066fb7f14cda34" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/claude.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=d097fa3000c898514ffc894d677deffd" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/claude.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=e523847e7f6c8e221ab49c1c875b4058" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/openai.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=f3321f8b560fed80e5bfcfc347b0d229" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/openai.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=90b4006441f8eec95389d93b7ea7a8c0" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/opencode.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=8728fd428b770ae27a3005d9ee5e28ff" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/opencode.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=1c9e3a7bd164528bc5a589e9ebd0c188" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/cursor.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=6e4dd778857aed315e9b7c97d83af6fc" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/cursor.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=cb2a4c7c09c32d0d55aa056d925fdb58" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/instructor.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=48ec33fd751c61f6232b39fca3fa849f" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/instructor.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=450f2c37cd6cf02613816c5a0b061af0" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/n8n.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=1b433e4931996aef641180fedfd5f811" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/n8n.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=216f51c2d189ec1f2e1eb63550fa60cb" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/pi.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=91c2f02e9074750713a7eb49a2875bae" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/pi.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=13b63b11ebb6e5b01bf6f13124aca7db" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/temporal.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=cc8899e8655fa10e0b967a118d65d624" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/temporal.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=6362ed105c72c80f6b998edc61a964ab" 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-ent603-1783443896-fa7532a/htT1aiOX3h8B8xe4/images/providers/light/vscode.svg?fit=max&auto=format&n=htT1aiOX3h8B8xe4&q=85&s=3a2134eeb6c3127f32e7b0cc1d80ca9c" 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-ent603-1783443896-fa7532a/VL8DqwE65iIEwBZB/images/providers/dark/vscode.svg?fit=max&auto=format&n=VL8DqwE65iIEwBZB&q=85&s=f181a977b7d11f30ca2d766b942eeb65" 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>
