> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Integrations

[LangSmith](https://smith.langchain.com?utm_source=docs\&utm_medium=cta\&utm_campaign=langsmith-signup\&utm_content=langsmith-integrations) provides integrations for a growing set of popular [LLM providers](#llm-providers) and [agent frameworks](#agent-frameworks) as well as [Deep Agents](/oss/python/deepagents/overview), [LangChain](/oss/python/langchain/overview), and [LangGraph](/oss/python/langgraph/overview). For setup and usage, refer to the guides listed on this page.

## LLM providers

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-bedrock" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/bedrock.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=2f142084d041fd1d984fea198e2a963b" alt="" width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/bedrock.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=d0802702d65bef9bf2d7a6b4d3304c83" alt="" width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Amazon Bedrock</span>
  </a>

  <a href="/langsmith/trace-anthropic" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/anthropic.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=0a92d267a7353eccd26852709ea4f478" alt="" width="65" height="65" data-path="images/providers/light/anthropic.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/anthropic.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=776566c7e4ccfacb9cef5e2eb2ec6db4" alt="" width="65" height="65" data-path="images/providers/dark/anthropic.svg" />

    <span className="font-semibold">Anthropic</span>
  </a>

  <a href="/langsmith/trace-deepseek" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/deepseek.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=796a37c4fd84fee74c384984dc4780d5" alt="" width="65" height="65" data-path="images/providers/light/deepseek.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/deepseek.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=e724e3d8fd4bcb53217c12336d4432bd" alt="" width="65" height="65" data-path="images/providers/dark/deepseek.svg" />

    <span className="font-semibold">DeepSeek</span>
  </a>

  <a href="/langsmith/trace-with-google-gemini" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/gemini.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=bc31d1e82e7afd9406e4a9cba3e94717" alt="" width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/gemini.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=2b75f25880c54df96b85e221c21e18f3" alt="" width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Google Gemini</span>
  </a>

  <a href="/langsmith/trace-litellm" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/litellm.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=bff96e4c683c73774bf3410adaa6917e" alt="" width="24" height="24" data-path="images/providers/light/litellm.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/litellm.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=4c1277dfb661d262b45c4773e9b27bbc" alt="" width="24" height="24" data-path="images/providers/dark/litellm.svg" />

    <span className="font-semibold">LiteLLM</span>
  </a>

  <a href="/langsmith/trace-with-mistral" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/mistral.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=220634c77d7033e745f3ff5a1eabd33b" alt="" width="65" height="65" data-path="images/providers/light/mistral.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/mistral.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=421451ec03ec345767e69eba2cb99093" alt="" width="65" height="65" data-path="images/providers/dark/mistral.svg" />

    <span className="font-semibold">Mistral</span>
  </a>

  <a href="/langsmith/trace-openai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/openai.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=8a58c14a6cc20934fa5e7961fb318633" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/openai.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=5a9c0634b38be48e7b6a136d65865556" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI</span>
  </a>

  <a href="/langsmith/trace-with-openai-compatible" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/openai.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=8a58c14a6cc20934fa5e7961fb318633" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/openai.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=5a9c0634b38be48e7b6a136d65865556" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI-compatible APIs</span>
  </a>
</div>

<Callout icon="arrows-transfer-down" color="#4F46E5" iconType="regular">
  **Using LangChain?** LangChain provides a unified interface to 100+ LLM providers, which allows you to switch between models by setting environment variables. [Initialize a model](/oss/python/langchain/models#initialize-a-model) and LangSmith will automatically trace your application.
</Callout>

## Agent frameworks

<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-3">
  <a href="/langsmith/trace-with-autogen" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/autogen.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=445a8cdcb7e92988f9fe06c90ba1ec0f" alt="" width="65" height="65" data-path="images/providers/light/autogen.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/autogen.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=e3b882361b6f05ca6a59ae01ade8713b" alt="" width="65" height="65" data-path="images/providers/dark/autogen.svg" />

    <span className="font-semibold">AutoGen</span>
  </a>

  <a href="/langsmith/trace-claude-agent-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/claude.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=03722559a6a288e27f0621e9c8d9dd26" alt="" width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/claude.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=f8c7da6f9a6833c895a77ced4670943e" alt="" width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Agent SDK</span>
  </a>

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/crewai.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=cf7821c22d98a7ea44e48e226e962c03" alt="" width="65" height="65" data-path="images/providers/light/crewai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/crewai.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=435992ce0dad07b6fff6e87cc6cd86ed" alt="" width="65" height="65" data-path="images/providers/dark/crewai.svg" />

    <span className="font-semibold">CrewAI</span>
  </a>

  <a href="/langsmith/trace-deep-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/brand/docs-favicon.png?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=63211a52e0ae52f27f21b8b804e4e4b5" alt="" width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">Deep Agents</span>
  </a>

  <a href="/langsmith/trace-with-google-adk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/googleadk.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=d97cd7c32565e57bf276ef7331fa1648" alt="" width="65" height="65" data-path="images/providers/light/googleadk.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/googleadk.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=2147acbbd2288479c8e52b7473e3e25f" alt="" width="65" height="65" data-path="images/providers/dark/googleadk.svg" />

    <span className="font-semibold">Google ADK</span>
  </a>

  <a href="/langsmith/trace-with-langchain" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/brand/docs-favicon.png?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=63211a52e0ae52f27f21b8b804e4e4b5" alt="" width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangChain</span>
  </a>

  <a href="/langsmith/trace-with-langgraph" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/brand/docs-favicon.png?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=63211a52e0ae52f27f21b8b804e4e4b5" alt="" width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangGraph</span>
  </a>

  <a href="/langsmith/trace-with-mastra" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/mastra.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=1de9353bd23eb4836f15403ae6d741ae" alt="" width="65" height="65" data-path="images/providers/light/mastra.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/mastra.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=7fba7f00f6e2354da133b09649bf5626" alt="" width="65" height="65" data-path="images/providers/dark/mastra.svg" />

    <span className="font-semibold">Mastra</span>
  </a>

  <a href="/langsmith/trace-with-microsoft-agent-framework" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/microsoft.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=cec6b85c0187c42a71128441bbd2cc82" alt="" width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/microsoft.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=3102d5908c0092ce643c23218dd816de" alt="" width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Microsoft Agent Framework</span>
  </a>

  <a href="/langsmith/trace-with-openai-agents-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/openai.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=8a58c14a6cc20934fa5e7961fb318633" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/openai.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=5a9c0634b38be48e7b6a136d65865556" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Agents</span>
  </a>

  <a href="/langsmith/trace-with-opentelemetry" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=34158f0a5f1d4f5b66b7ead65611b547" alt="" width="65" height="65" data-path="images/providers/light/opentelemetry.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=b042761946b5103200d51196765d05c2" alt="" width="65" height="65" data-path="images/providers/dark/opentelemetry.svg" />

    <span className="font-semibold">OpenTelemetry</span>
  </a>

  <a href="/langsmith/trace-with-pydantic-ai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/pydanticai.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=8ba2357ba01f0d27662f07ff5978dd2d" alt="" width="65" height="65" data-path="images/providers/light/pydanticai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=8fb5d502cf430da630a0b6e7b81902e9" alt="" width="65" height="65" data-path="images/providers/dark/pydanticai.svg" />

    <span className="font-semibold">PydanticAI</span>
  </a>

  <a href="/langsmith/trace-with-semantic-kernel" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/microsoft.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=cec6b85c0187c42a71128441bbd2cc82" alt="" width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/microsoft.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=3102d5908c0092ce643c23218dd816de" alt="" width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Semantic Kernel</span>
  </a>

  <a href="/langsmith/trace-with-strands-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/bedrock.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=2f142084d041fd1d984fea198e2a963b" alt="" width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/bedrock.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=d0802702d65bef9bf2d7a6b4d3304c83" alt="" width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Strands Agents</span>
  </a>

  <a href="/langsmith/trace-with-vercel-ai-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/vercel.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=db125edf6c05ba478a48a8ba77fcd570" alt="" width="65" height="65" data-path="images/providers/light/vercel.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/vercel.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=89429f9a2f40833c665844c4f85b6088" alt="" width="65" height="65" data-path="images/providers/dark/vercel.svg" />

    <span className="font-semibold">Vercel AI SDK</span>
  </a>
</div>

## Voice AI frameworks

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <a href="/langsmith/trace-openai-realtime" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/openai.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=8a58c14a6cc20934fa5e7961fb318633" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/openai.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=5a9c0634b38be48e7b6a136d65865556" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Realtime</span>
  </a>

  <a href="/langsmith/trace-gemini-live" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/gemini.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=bc31d1e82e7afd9406e4a9cba3e94717" alt="" width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/gemini.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=2b75f25880c54df96b85e221c21e18f3" alt="" width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Gemini Live</span>
  </a>

  <a href="/langsmith/trace-with-livekit" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/livekit.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=0f387a7acc7bc26c7cc6ce2acc00cf3e" alt="" width="65" height="65" data-path="images/providers/light/livekit.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/livekit.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=fcc050138b05fbe83523673f9a289e7e" alt="" width="65" height="65" data-path="images/providers/dark/livekit.svg" />

    <span className="font-semibold">Livekit</span>
  </a>

  <a href="/langsmith/trace-with-pipecat" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/pipecat.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=afb5693c79e92692f4c63a5f48bc8487" alt="" width="65" height="65" data-path="images/providers/light/pipecat.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/pipecat.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=438cddf88c7d8f6994d6b9ed430f9899" alt="" width="65" height="65" data-path="images/providers/dark/pipecat.svg" />

    <span className="font-semibold">Pipecat</span>
  </a>
</div>

## Developer tools

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-claude-code" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/claude.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=03722559a6a288e27f0621e9c8d9dd26" alt="" width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/claude.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=f8c7da6f9a6833c895a77ced4670943e" alt="" width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Code</span>
  </a>

  <a href="/langsmith/trace-with-codex" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/openai.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=8a58c14a6cc20934fa5e7961fb318633" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/openai.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=5a9c0634b38be48e7b6a136d65865556" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Codex</span>
  </a>

  <a href="/langsmith/trace-with-opencode" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/opencode.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=3d90fdd49d9a973dccbec232baba44b5" alt="" width="300" height="300" data-path="images/providers/light/opencode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/opencode.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=644d1925d01da60d281917a0ed7dd789" alt="" width="300" height="300" data-path="images/providers/dark/opencode.svg" />

    <span className="font-semibold">OpenCode</span>
  </a>

  <a href="/langsmith/trace-with-cursor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/cursor.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=07dde308fc4fe7e84e9f050d2619217f" alt="" width="65" height="65" data-path="images/providers/light/cursor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/cursor.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=eb0167ae0244e1772445dee8bcebe432" alt="" width="65" height="65" data-path="images/providers/dark/cursor.svg" />

    <span className="font-semibold">Cursor</span>
  </a>

  <a href="/langsmith/trace-with-instructor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/instructor.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=19f307d0645e3cbefe64bf4c659ece37" alt="" width="65" height="65" data-path="images/providers/light/instructor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/instructor.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=fa7a12efa890bd6a6e22d0c815df3f9e" alt="" width="65" height="65" data-path="images/providers/dark/instructor.svg" />

    <span className="font-semibold">Instructor</span>
  </a>

  <a href="/langsmith/trace-with-n8n" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/n8n.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=521328c9232f80e382aace4a425138b7" alt="" width="24" height="24" data-path="images/providers/light/n8n.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/n8n.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=11db909c5928b7f10622a0221523350d" alt="" width="24" height="24" data-path="images/providers/dark/n8n.svg" />

    <span className="font-semibold">n8n</span>
  </a>

  <a href="/langsmith/trace-with-pi" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/pi.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=6ee4e3cc1a703f6993e6c28591ed4a0a" alt="" width="65" height="65" data-path="images/providers/light/pi.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/pi.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=7e0d2b5b9a8106accaea09bfd02b7163" alt="" width="65" height="65" data-path="images/providers/dark/pi.svg" />

    <span className="font-semibold">Pi</span>
  </a>

  <a href="/langsmith/trace-with-temporal" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/temporal.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=675ee9d6287f80ab732a8a27c899192f" alt="" width="65" height="65" data-path="images/providers/light/temporal.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/temporal.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=26d5f84d3a67f0fe7afdfab127f01d03" alt="" width="65" height="65" data-path="images/providers/dark/temporal.svg" />

    <span className="font-semibold">Temporal</span>
  </a>

  <a href="/langsmith/trace-with-vscode-copilot" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/96syU4wCbJ5oNlH9/images/providers/light/vscode.svg?fit=max&auto=format&n=96syU4wCbJ5oNlH9&q=85&s=afa5c21ca10c85f2d9efb8058daed9fa" alt="" width="24" height="24" data-path="images/providers/light/vscode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783454697-4d4e2b4/jftooiwBy_OUDTyv/images/providers/dark/vscode.svg?fit=max&auto=format&n=jftooiwBy_OUDTyv&q=85&s=7778f3b1726571ec4f7bdc182ef38360" 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>
