> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-cbmdac-1785296168-e67df75.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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/bedrock.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=07152aa87c267a6bc6ff19d205dac9a1" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/bedrock.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=3bb16e25844ed10f30f78b2037c4c834" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/anthropic.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=410fd4d45e2043aac436cd371be10827" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/anthropic.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=a771d55b2c5841dee5b8316b4a513108" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/deepseek.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=b4b69433f1e0082e5a03e19004460863" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/deepseek.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=aaae0cf0f5f6d2b3e0fc0e886a40af8b" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/gemini.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=4ba487c245cd402105a86e9b50a0bac7" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/gemini.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=cfc797f4038343f687f001f6a9f9e2ea" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/litellm.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=0c6058f12dbde0043638995e5afe80e4" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/litellm.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=2573690326b4acf602ed1e7490ec08ce" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/mistral.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=52d527862550ffda372ea97a94e85c8f" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/mistral.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=ba38de53eed8f2f2fea7bd4bc60ad27a" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/openai.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=43d51eb82258de7343b59bb8ba126d70" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/openai.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=db1506ee398d35bfbe0afde30fea6aca" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/openai.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=43d51eb82258de7343b59bb8ba126d70" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/openai.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=db1506ee398d35bfbe0afde30fea6aca" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/autogen.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=09a0204816d11e4725a90eab2f24cb4d" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/autogen.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=6e0167f116f45515ff5438c4a0b18311" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/claude.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=c69665613246afc362a1ed71ce8fc905" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/claude.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=ca12dbcb0e5a397f94ccc71faeb895a9" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/crewai.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=8a23f461ca0dfdf7c7d17b8aaea6f5dd" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/crewai.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=f4212f757051e658ea41aae30cf23d91" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/brand/docs-favicon.png?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=ac7250fd813706a9c89a1cbd9c995a57" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/googleadk.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=abdadd15b5ae39980c6a51896ab10487" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/googleadk.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=44c647479031da31a6ecb1d1584e3dc5" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/brand/docs-favicon.png?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=ac7250fd813706a9c89a1cbd9c995a57" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/brand/docs-favicon.png?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=ac7250fd813706a9c89a1cbd9c995a57" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/mastra.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=57cad6bf00fef7eb1483db7fea270185" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/mastra.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=2f382ebfce50727582bfde2aee865f81" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/microsoft.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=d12d6c2ba50e74ed99fe2cd5d6f31041" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/microsoft.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=fe73ff3ecb694abf05d9f57441156b87" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/openai.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=43d51eb82258de7343b59bb8ba126d70" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/openai.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=db1506ee398d35bfbe0afde30fea6aca" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=4cfe561a93bded21b9d3d8386cdbdee7" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=f07be05f33c6d3b77bc55ba4710627f5" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/pydanticai.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=bf0315ae7e4840cb45b0770047f4f99a" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=6cd2714767d9ad47d981ee6e3e416536" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/microsoft.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=d12d6c2ba50e74ed99fe2cd5d6f31041" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/microsoft.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=fe73ff3ecb694abf05d9f57441156b87" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/bedrock.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=07152aa87c267a6bc6ff19d205dac9a1" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/bedrock.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=3bb16e25844ed10f30f78b2037c4c834" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/vercel.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=03060dd4d066db3a63e80103ac0698b2" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/vercel.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=caa1f404fe50b871668808e0d15111f0" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/openai.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=43d51eb82258de7343b59bb8ba126d70" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/openai.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=db1506ee398d35bfbe0afde30fea6aca" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/gemini.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=4ba487c245cd402105a86e9b50a0bac7" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/gemini.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=cfc797f4038343f687f001f6a9f9e2ea" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/livekit.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=5a37b03eae410f688a06fc0f2bcc6b45" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/livekit.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=7c6abd3659de6ee4ef1bdf8ba9627f5f" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/pipecat.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=c4c978da5936a393bae48bd7f901022c" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/pipecat.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=24c92a8b6da7e3010543c39e2c981c5f" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/claude.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=c69665613246afc362a1ed71ce8fc905" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/claude.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=ca12dbcb0e5a397f94ccc71faeb895a9" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/openai.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=43d51eb82258de7343b59bb8ba126d70" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/openai.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=db1506ee398d35bfbe0afde30fea6aca" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/opencode.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=da22119f604dd2292a2b59f436bfdbee" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/opencode.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=71fb741c87526a52400ff7ce51e6e393" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/cursor.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=f09f00cd28c13651c36b247d48568e87" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/cursor.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=903681257eeb426833ad35ed22dfba92" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/instructor.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=f8aa78c0b04e799d8dc286a63dc47b92" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/instructor.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=2a2041b9ff302dcbb91918fbb213c43c" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/n8n.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=63327203b94171cdb582f476f4c5acc1" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/n8n.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=e32434d192baf0c96932b2e3ca080f78" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/pi.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=be54334dc7871c8a0ad56ff960c0b800" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/pi.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=cd24722c0a06fe8cd8dedfa11f82fb43" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/temporal.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=bcbba4d4ac4065425086488d359c2c65" alt="" noZoom 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-cbmdac-1785296168-e67df75/7tZM2xLQHXjN1UlF/images/providers/dark/temporal.svg?fit=max&auto=format&n=7tZM2xLQHXjN1UlF&q=85&s=980d2ecb12b1d0048bc8b8d87b415fe4" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/light/vscode.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=9cfa56c16bf295e3d9ec1a0e5e29daa1" alt="" noZoom 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-cbmdac-1785296168-e67df75/UQwC8ndtZUs1OvaZ/images/providers/dark/vscode.svg?fit=max&auto=format&n=UQwC8ndtZUs1OvaZ&q=85&s=201cd706b6f32582c717edadc9759b73" alt="" noZoom 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>
