> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-jacobm-1783984075-4a31c37.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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/bedrock.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=e509982f5b33da6d9cc28ec3a3654bd6" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/bedrock.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=28b1b24ed2a673512fc8aed1ee5236ea" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/anthropic.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=accfe7a8c8abfb41b33c1f57e5e0978a" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/anthropic.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=e5cb1e33e9d10ddcebc1316b016929e8" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/deepseek.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=bd22895c7d7050aaec913ca1bb207025" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/deepseek.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=d30a0d50c9cbfa3d468b81f399851130" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/gemini.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=15d397913a6e1f63d3dddcd41d3adb79" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/gemini.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=e089e5c24b039123d11ad15c45a4d411" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/litellm.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=2e0cbb0853faa848656eac8587a2db37" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/litellm.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=6cfefb7b2e3039c197108adb4d6563e8" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/mistral.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=7d3021914f96329cea0f5a532e7028d1" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/mistral.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=3def30687ae2bd33b6dd3c4ceb68a4b7" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/openai.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=adbb12c09b90e66e857fd35560a4c45e" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/openai.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=63e2da6939eb7fb565dd6c4cc2ded7f4" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/openai.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=adbb12c09b90e66e857fd35560a4c45e" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/openai.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=63e2da6939eb7fb565dd6c4cc2ded7f4" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/autogen.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=0250f2e3990770c7fb2ee991c1e687a5" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/autogen.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=2a518218663f3ccbb666c33214e63e17" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/claude.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=188b486e11dc3f5d07778909183ec92a" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/claude.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=f71a4c2d117d77c4ab10225689e34916" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/crewai.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=2ac7d8ef1e901c70b04203b4f48f2466" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/crewai.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=a93f2c466b390bf68ad08cd3238d9c5a" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/brand/docs-favicon.png?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=d81e785bee5e5a3c98f7b6f72dba9730" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/googleadk.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=531866d4eb0cfd96e4efb778426dc28a" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/googleadk.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=4827370ecc9eefe829ec169423e5f342" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/brand/docs-favicon.png?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=d81e785bee5e5a3c98f7b6f72dba9730" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/brand/docs-favicon.png?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=d81e785bee5e5a3c98f7b6f72dba9730" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/mastra.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=c8134f3f2a397acf8afdaa69ce8048e5" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/mastra.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=edd19516431fe718ba6b54a48c357b8d" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/microsoft.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=3ba15941a11cb90132e9f0d6d31942e7" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/microsoft.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=66517167dd8073aa948208fbe25d890a" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/openai.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=adbb12c09b90e66e857fd35560a4c45e" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/openai.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=63e2da6939eb7fb565dd6c4cc2ded7f4" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=68724d56d9536f7495667929d8bb05f9" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=16345b98c25043f8146cd414e33ac9a9" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/pydanticai.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=fecb2ce68ff8e84b21afb55d505108f1" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=c8d48d5269efffd5bf7c06b4b7316729" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/microsoft.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=3ba15941a11cb90132e9f0d6d31942e7" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/microsoft.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=66517167dd8073aa948208fbe25d890a" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/bedrock.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=e509982f5b33da6d9cc28ec3a3654bd6" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/bedrock.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=28b1b24ed2a673512fc8aed1ee5236ea" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/vercel.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=d546f19e8e61b1e15de73a4e84124f0c" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/vercel.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=44c443b5c828cf291f05fcda56e820cc" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/openai.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=adbb12c09b90e66e857fd35560a4c45e" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/openai.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=63e2da6939eb7fb565dd6c4cc2ded7f4" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/gemini.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=15d397913a6e1f63d3dddcd41d3adb79" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/gemini.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=e089e5c24b039123d11ad15c45a4d411" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/livekit.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=1c4bb30f4237a91270e1128a9db5293d" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/livekit.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=488f3c10eab03de84a2c96e41b08490d" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/pipecat.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=46f0891ea82096a975eb49dc81b4fe45" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/pipecat.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=9fd4f397d765a75223565eaba33967e9" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/claude.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=188b486e11dc3f5d07778909183ec92a" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/claude.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=f71a4c2d117d77c4ab10225689e34916" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/openai.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=adbb12c09b90e66e857fd35560a4c45e" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/openai.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=63e2da6939eb7fb565dd6c4cc2ded7f4" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/opencode.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=811768ee7e324f6b7ca81360587ad693" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/opencode.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=c7766ccdb518bc04e7588fa4988642de" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/cursor.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=67b2302263a8585038630b8c16b69fad" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/cursor.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=0cacb2c43fc21f8ff73a6c59842c12e9" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/instructor.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=b30b3a478a6f0161c6d72e37e3fe1e7c" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/instructor.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=e3543fa8723f26256a0f5f1637c359b3" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/n8n.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=d3be27a4cf2835782c3386387f790490" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/n8n.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=6537ac336a3eb391ea47caa1e7c9ceac" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/pi.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=04247538fd9e33aafb5165ba1b3e402a" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/pi.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=6db466960f0ca0e82c06777d97b7392c" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/temporal.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=cbc48d0d3d4661061383938a0e50fc00" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/temporal.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=00cdfe4a9e54a62f5a5c01cf3b2bff3c" 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-jacobm-1783984075-4a31c37/Nr1BRFJi5I37gXMD/images/providers/light/vscode.svg?fit=max&auto=format&n=Nr1BRFJi5I37gXMD&q=85&s=39e4dd0796d6a67dd6366ee2a5fef8b8" 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-jacobm-1783984075-4a31c37/P6OF9U-jOHfu0QAV/images/providers/dark/vscode.svg?fit=max&auto=format&n=P6OF9U-jOHfu0QAV&q=85&s=37cae3bf5ddf199e62e249d338828bc0" 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>
