> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsad-1783626803-78b8fc7.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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/bedrock.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=11116b7ba2e573955272137f21598b07" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/bedrock.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=bf0568ab62cac1dbfb9ccc3839ba6225" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/anthropic.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=5dad841b16d2de72a439540c18c42637" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/anthropic.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=52e41fc4f1eac64268bf03f471c5c2e5" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/deepseek.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=3559583826785f603abaa096262b5609" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/deepseek.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=d4a09950ad605f1ea0e7978c01df79c7" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/gemini.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=e11deffebfaaabc6cf98e0924591e70a" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/gemini.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=e838ea8afd658ce78aeba5051de7934e" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/litellm.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=5b046d96c0b0ab90c5f0f35085095ae1" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/litellm.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=2e1dd4b34ef195e4820cc87d550c139a" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/mistral.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=9c68b52ed5e0223d526499a98a87f6b1" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/mistral.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=88f9899b2b57d2621470ed8a2d0b9cfd" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/openai.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=55f8a29372bc03fb7432fcc3b043cd90" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/openai.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=eaa4ac0330fd0764b7c8a9ea73f0461a" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/openai.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=55f8a29372bc03fb7432fcc3b043cd90" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/openai.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=eaa4ac0330fd0764b7c8a9ea73f0461a" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/autogen.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=150d8508564dee9aed384f05f9c55ddb" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/autogen.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=2033ff1e7bab49a17388632355194c42" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/claude.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=b40e94e11fbe5358f1b24be1326ca892" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/claude.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=a4b190c09d0f1998341e3681b62d1b7f" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/crewai.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=eae3ca38583c3281e5272ba7ba0a7267" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/crewai.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=3174cbec7f5b3a09dd09f521b6d85551" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/brand/docs-favicon.png?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=4b77d3a67f85c29480a88809a20c7485" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/googleadk.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=0d4aca9ddbfd209fce8960d12fdd0686" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/googleadk.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=a0233c766d0b95c2ed9d587498f0959c" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/brand/docs-favicon.png?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=4b77d3a67f85c29480a88809a20c7485" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/brand/docs-favicon.png?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=4b77d3a67f85c29480a88809a20c7485" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/mastra.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=525886a82e2de8c12d6c4f661c42b37b" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/mastra.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=bfe21f3d00a4bc32928148c8668e87bd" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/microsoft.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=fb68eb6c01a93649ab678a849d827dd3" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/microsoft.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=0aefdcdaeda00eb86bfe619da28cc130" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/openai.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=55f8a29372bc03fb7432fcc3b043cd90" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/openai.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=eaa4ac0330fd0764b7c8a9ea73f0461a" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=42245075b3aadcb6c9d011e5ef8f2f66" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=27276ed5946ae1d97b1d0fcccc0a8f04" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/pydanticai.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=3e70c9f595d81f4fe84fd77d73cb3928" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=2f454b52cc77b246f72d868d9f4dce13" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/microsoft.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=fb68eb6c01a93649ab678a849d827dd3" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/microsoft.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=0aefdcdaeda00eb86bfe619da28cc130" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/bedrock.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=11116b7ba2e573955272137f21598b07" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/bedrock.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=bf0568ab62cac1dbfb9ccc3839ba6225" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/vercel.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=b2ed23c12b343b4c49a5a08e6cec4b71" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/vercel.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=530b68e88b8ef978732f88cdc963e4ed" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/openai.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=55f8a29372bc03fb7432fcc3b043cd90" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/openai.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=eaa4ac0330fd0764b7c8a9ea73f0461a" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/gemini.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=e11deffebfaaabc6cf98e0924591e70a" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/gemini.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=e838ea8afd658ce78aeba5051de7934e" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/livekit.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=b993cab34f2ddbb01625cd79a32fecad" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/livekit.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=5ebeebcf28792a5853940d3f6e991b42" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/pipecat.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=8d741ddf2f08ce7cd8f6b32090217174" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/pipecat.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=02cef3c22cbd283cdfa80713607f3a1b" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/claude.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=b40e94e11fbe5358f1b24be1326ca892" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/claude.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=a4b190c09d0f1998341e3681b62d1b7f" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/openai.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=55f8a29372bc03fb7432fcc3b043cd90" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/openai.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=eaa4ac0330fd0764b7c8a9ea73f0461a" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/opencode.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=d49f80d0f3323e9d263ef3eda2780fb1" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/opencode.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=ed22c41709dbe3261040281e8099f5a5" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/cursor.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=b5fcd5fe274228d3a915f1bdf19e6ccc" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/cursor.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=bbaa2d0141b4aa0ad68e1790ef6fd999" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/instructor.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=5100104f04cc83ca692a2fa757c19b95" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/instructor.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=5a37b200f797a7ec755c64c9fa087de4" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/n8n.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=1682dbdc17893b85f4b8d697d5aef8b4" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/n8n.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=266ff7de326316a91600bd7634096c24" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/pi.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=008184c9c372c54a77afa8399f781796" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/pi.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=e0dcadc7060f497c6b49a093c4e49267" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/temporal.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=3cf27da996c45363802f8d41ad87e032" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/temporal.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=7aa002f273f8398eba47b1bc2576a59f" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/vscode.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=da9d07d9661ab147fe4f52d65424a1d0" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/vscode.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=47dc9f6dad611a202d0e79a5eff721f2" 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.

***

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