> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-cbdocs-1784230442-77c063c.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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/bedrock.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=7dbe384320fee2d92a8e1d3ee86e6cc8" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/bedrock.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=32d482cddc83fcd1d7e31e29ff5e8fca" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/anthropic.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=2355702111904fc9d4aa107cc9909c75" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/anthropic.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=d1f4a3465a778e68cc3cd18898e13c6a" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/deepseek.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=6535777c9cc93d1cd9140c32d6427201" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/deepseek.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=d1f3269c50d41e5c1a5a33cd1a4f03c5" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/gemini.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=03b177101311e9b180ae599f6559500f" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/gemini.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=31b620734641f681309b5b51e9e8f06c" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/litellm.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=5e722ed923ac4cbde50cfb4ecdeda442" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/litellm.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=5e3dca831d4f38bf4c586847f5266c96" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/mistral.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=c804ce15a325f4237b00ee739a3dbb51" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/mistral.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=e96dcc64db088bba04d79705a071daf5" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/openai.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=d466d6050dffe63110bb95df3b3f1054" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/openai.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=1e5ba07289c45715f0d05f69cacba7a4" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/openai.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=d466d6050dffe63110bb95df3b3f1054" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/openai.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=1e5ba07289c45715f0d05f69cacba7a4" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/autogen.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=d53b615d8d478e45d8879d77ff34a3ee" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/autogen.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=1791e54f381780441b286f70d4c21e3b" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/claude.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=e2d3645b361b2febda503eb9ef4e3c3b" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/claude.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=e15dabe5fd9c11cbe086b81e80e648fb" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/crewai.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=b3bcf5d246d7b23b77e58a45dc7fa74e" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/crewai.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=91a9daff25790156d5fab310843e38e0" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/brand/docs-favicon.png?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=b4f3518711dc39dab7d74e7b9c8429f1" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/googleadk.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=bcf758e3dc118fbe38dc0b46bfa5d92f" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/googleadk.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=650955ad96f68ac82e653524e449f1ce" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/brand/docs-favicon.png?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=b4f3518711dc39dab7d74e7b9c8429f1" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/brand/docs-favicon.png?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=b4f3518711dc39dab7d74e7b9c8429f1" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/mastra.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=b54e86a5ee75d57c5f3f118c3df63180" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/mastra.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=f36a343ae84f380c671261e1e61d8b7f" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/microsoft.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=7c063308b20cf288d72f20d352e75889" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/microsoft.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=f4b97617aa5b97ac075ffe3c06cb570f" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/openai.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=d466d6050dffe63110bb95df3b3f1054" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/openai.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=1e5ba07289c45715f0d05f69cacba7a4" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=b6b9e3a1c00919409a6f7a620a9477bc" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=ee777325b05acbd44bd5f355a5e3a7dc" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/pydanticai.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=906a3b6f679a505efa918d334097f686" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=25edfbf4d4f618679210beb050fdbff0" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/microsoft.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=7c063308b20cf288d72f20d352e75889" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/microsoft.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=f4b97617aa5b97ac075ffe3c06cb570f" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/bedrock.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=7dbe384320fee2d92a8e1d3ee86e6cc8" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/bedrock.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=32d482cddc83fcd1d7e31e29ff5e8fca" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/vercel.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=741b6349e155f53a7125aed3dc1c37e3" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/vercel.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=b9ab75efe2a3ba588bc5b77c97b6f0ef" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/openai.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=d466d6050dffe63110bb95df3b3f1054" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/openai.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=1e5ba07289c45715f0d05f69cacba7a4" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/gemini.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=03b177101311e9b180ae599f6559500f" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/gemini.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=31b620734641f681309b5b51e9e8f06c" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/livekit.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=a22303aed49e2e23e76654c3b75b4b07" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/livekit.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=291b9fa56805f0a571e958ba8495e9c6" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/pipecat.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=3e0df6fb7cbaf09ada114039329c9758" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/pipecat.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=be0330bdb43c0511897ba67f070d153c" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/claude.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=e2d3645b361b2febda503eb9ef4e3c3b" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/claude.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=e15dabe5fd9c11cbe086b81e80e648fb" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/openai.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=d466d6050dffe63110bb95df3b3f1054" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/openai.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=1e5ba07289c45715f0d05f69cacba7a4" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/opencode.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=ba887176fda8d927d93a54c15cfe28d2" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/opencode.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=fe5fce9e19a6724f5cac15090f5b76c1" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/cursor.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=c78b9d95cadad8555c7be6720c7f6b8d" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/cursor.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=0ac640d4f12ce513674983dd68a5dd84" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/instructor.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=aa3c23046290fad31cdfe134645ad766" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/instructor.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=3f502afd095ddb3e74074d64be1011ce" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/n8n.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=ac5ba498b81d60074a287fbe5ed721d3" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/n8n.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=7c73e9bb35194065ada7c6f2501a1598" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/pi.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=8541a60d1627aeae23fb78829b5c51b7" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/pi.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=d5a2aa306a0f117214d0a484a912e412" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/temporal.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=836c9f9e96b8be828409ba8ad089e83d" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/temporal.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=f113688e5e0617531d2b9d3395ce7089" 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-cbdocs-1784230442-77c063c/09J8HG7sdNHOcb9g/images/providers/light/vscode.svg?fit=max&auto=format&n=09J8HG7sdNHOcb9g&q=85&s=64d45eea8141e155b45f886fa9739cd1" 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-cbdocs-1784230442-77c063c/hIMhequqg4-8RYrp/images/providers/dark/vscode.svg?fit=max&auto=format&n=hIMhequqg4-8RYrp&q=85&s=436e223f39c6fdfb2f2a7b23e351cd40" 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.

***

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  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
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  <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).
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