> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-codexf-1788227809-773f4d5.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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/bedrock.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=fbc09e50e84ecd41713a24b57bea7da2" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/bedrock.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=63fde6533ecb926023c0cd20d79e5d48" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/anthropic.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=c55d5db15e3b2984168d697bfa27d49f" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/anthropic.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=791324cb99ef64d5ca907febbdca167e" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/deepseek.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=195b211300ecff2c0a907604ea32ad16" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/deepseek.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=3111351fe8689778e79ea1d8e94c1f0c" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/gemini.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=3bdfb920cf99f05731b8cbc3a08ccd69" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/gemini.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=1a70e973bb8ce8b36cfec803c03395d7" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/litellm.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=c3ddd91e68c0515719d15108f4024104" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/litellm.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=e2bfb19d6b36ab5040ca07c4801a095d" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/mistral.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=ae30b3243da8f208bb3bcc4b5538338b" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/mistral.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=4eff56479512eb3a8cfa20a2da8a481b" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=5245b80d89d9c71bf227681c343f4a75" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=04bfe37a301f6eef55bbaa16122a7055" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=5245b80d89d9c71bf227681c343f4a75" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=04bfe37a301f6eef55bbaa16122a7055" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/autogen.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=bcdf5febca2b9b7e284f18536f19fc18" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/autogen.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=2a0764b5def166646d70e7e509d7b426" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/claude.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=c8289a7815363cab524c0f2662bf9b35" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/claude.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=75d7c51ff27695b482ecea7387608898" 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-claude-managed-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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/claude.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=c8289a7815363cab524c0f2662bf9b35" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/claude.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=75d7c51ff27695b482ecea7387608898" alt="" noZoom width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Managed Agents</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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/crewai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=6b6d2fa07beef449432af34509d85533" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/crewai.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=7ac93bc52dc6eb757f48265a681794c9" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/brand/docs-favicon.png?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=44f950c69bc4409c97273f453af3085f" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/googleadk.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=6bf5d9fd2274b70998ef55d233ffc197" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/googleadk.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=023eaa72d856d3e616b7ddee91780814" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/brand/docs-favicon.png?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=44f950c69bc4409c97273f453af3085f" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/brand/docs-favicon.png?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=44f950c69bc4409c97273f453af3085f" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/mastra.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=95d13720deda090312bc09e97e8da829" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/mastra.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=5a8e8527cc94635d86273b1c3e03ce9d" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/microsoft.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=49117fd954fa0da81d5e84c30b2d52a7" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/microsoft.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=32dcc778bf55f1a9d703633cfbd15930" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=5245b80d89d9c71bf227681c343f4a75" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=04bfe37a301f6eef55bbaa16122a7055" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=af0899d717c1ed587c4d6bffb7a61474" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=175402f4ec32bb04cc3677dde7212bde" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/pydanticai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=f7cd506278bf6240118534c8e33ca8fe" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=f998f184a5063cb02404955fcb45dcbf" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/microsoft.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=49117fd954fa0da81d5e84c30b2d52a7" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/microsoft.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=32dcc778bf55f1a9d703633cfbd15930" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/bedrock.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=fbc09e50e84ecd41713a24b57bea7da2" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/bedrock.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=63fde6533ecb926023c0cd20d79e5d48" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/vercel.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=9aae57e5d89e8d31b1f05307eed3a3c0" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/vercel.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=7ae0a7b58bdc04d46c8c84344e54ac5a" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=5245b80d89d9c71bf227681c343f4a75" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=04bfe37a301f6eef55bbaa16122a7055" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/gemini.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=3bdfb920cf99f05731b8cbc3a08ccd69" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/gemini.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=1a70e973bb8ce8b36cfec803c03395d7" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/livekit.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=b75516aa9b8c0ce8be6647314a3cca26" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/livekit.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=b4b182e91269b3fc89c8b0ead690d3ee" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/pipecat.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=dc716ced1bb6907faafb72bbfb8ae208" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/pipecat.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=dbd2768a458247251e46f97fd4583839" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/claude.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=c8289a7815363cab524c0f2662bf9b35" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/claude.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=75d7c51ff27695b482ecea7387608898" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=5245b80d89d9c71bf227681c343f4a75" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/openai.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=04bfe37a301f6eef55bbaa16122a7055" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/opencode.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=bc5d1597961ae9e60e3aec2d0856ed4b" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/opencode.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=ee39a676509933f3fb58383974b61bfe" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/cursor.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=2962f449dbc5a52f446572dd6c02ba16" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/cursor.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=c869c9a07522589ca97984c61df541fb" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/instructor.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=fef112b3e56a5c65e7b4ab839e7515f4" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/instructor.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=93b5989654a8bc7b46a89e6b37dae1c5" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/n8n.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=855615a513eb2bb909857b97186f4f63" 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-codexf-1788227809-773f4d5/LHL67WY5s0Vjm__m/images/providers/dark/n8n.svg?fit=max&auto=format&n=LHL67WY5s0Vjm__m&q=85&s=6509d57608a4d8824eb74ef29e528f51" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/pi.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=f0766f73f6b85abc02373171766da9ac" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/pi.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=693c31b3468e4e57178e435200584ce2" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/temporal.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=e281da95d62f62fae8b0fbb912edf5a4" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/temporal.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=644a0a4157650bfb4beca69da8714775" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/light/vscode.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=26007725f8e02c2636bff14bfb5aceef" 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-codexf-1788227809-773f4d5/oeXX0mOdhCDO421w/images/providers/dark/vscode.svg?fit=max&auto=format&n=oeXX0mOdhCDO421w&q=85&s=84cfe2e857fb24c4f00ec4c2653eab78" 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>
