> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1783460346-e74075c.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-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/bedrock.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=188de1c22ad80aaff844616670cc5820" alt="" width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/bedrock.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=6a365dacbe7e3a7971fdf09bd0ce4149" alt="" width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Amazon Bedrock</span>
  </a>

  <a href="/langsmith/trace-anthropic" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/anthropic.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=9be5e64a7b32e6ffbd40ca6623418603" alt="" width="65" height="65" data-path="images/providers/light/anthropic.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/anthropic.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=e850d671206cdf30bdb43291e23e73a4" alt="" width="65" height="65" data-path="images/providers/dark/anthropic.svg" />

    <span className="font-semibold">Anthropic</span>
  </a>

  <a href="/langsmith/trace-deepseek" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/deepseek.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=6ef63039c98006f06ef6a111cc2492c6" alt="" width="65" height="65" data-path="images/providers/light/deepseek.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/deepseek.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=aafc27b6b86b9c36cb8153f7112eb89c" alt="" width="65" height="65" data-path="images/providers/dark/deepseek.svg" />

    <span className="font-semibold">DeepSeek</span>
  </a>

  <a href="/langsmith/trace-with-google-gemini" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/gemini.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=1cf54f5e7349dc04a8f11c5d9c93f217" alt="" width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/gemini.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=ef5b17743001b2fb6d944b3630257309" alt="" width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Google Gemini</span>
  </a>

  <a href="/langsmith/trace-litellm" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/litellm.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=ca5fba322bfa43c19dea48348ad850ff" alt="" width="24" height="24" data-path="images/providers/light/litellm.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/litellm.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=85eaf5a12fbe96e8b115debe57d1b954" alt="" width="24" height="24" data-path="images/providers/dark/litellm.svg" />

    <span className="font-semibold">LiteLLM</span>
  </a>

  <a href="/langsmith/trace-with-mistral" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/mistral.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=49a467c563e33c95161d019890e721d2" alt="" width="65" height="65" data-path="images/providers/light/mistral.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/mistral.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=612b4f4c6ebfd0f314feb6bc52d02c0a" alt="" width="65" height="65" data-path="images/providers/dark/mistral.svg" />

    <span className="font-semibold">Mistral</span>
  </a>

  <a href="/langsmith/trace-openai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/openai.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=eb155a9eb25f62285ae405d8975f3e0d" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/openai.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=df5465895b45b7c1b523f2fb3bf2a3f3" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI</span>
  </a>

  <a href="/langsmith/trace-with-openai-compatible" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/openai.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=eb155a9eb25f62285ae405d8975f3e0d" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/openai.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=df5465895b45b7c1b523f2fb3bf2a3f3" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI-compatible APIs</span>
  </a>
</div>

<Callout icon="arrows-transfer-down" color="#4F46E5" iconType="regular">
  **Using LangChain?** LangChain provides a unified interface to 100+ LLM providers, which allows you to switch between models by setting environment variables. [Initialize a model](/oss/python/langchain/models#initialize-a-model) and LangSmith will automatically trace your application.
</Callout>

## Agent frameworks

<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-3">
  <a href="/langsmith/trace-with-autogen" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/autogen.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=856b1a0f4f6dcf7ed75f95badf657bc0" alt="" width="65" height="65" data-path="images/providers/light/autogen.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/autogen.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=afabaff49f6042051c934fbb1d6eae44" alt="" width="65" height="65" data-path="images/providers/dark/autogen.svg" />

    <span className="font-semibold">AutoGen</span>
  </a>

  <a href="/langsmith/trace-claude-agent-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/claude.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=f11501727558187da7d6eb5bc5aa0102" alt="" width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/claude.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=87783b975601046452d8029c39e7e085" alt="" width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Agent SDK</span>
  </a>

  <a href="/langsmith/trace-with-crewai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/crewai.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=c8a8925b89456c7ef309fd1cb8e27721" alt="" width="65" height="65" data-path="images/providers/light/crewai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/crewai.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=b3db93bdd68d2ca73aa7ea9c98607e1f" alt="" width="65" height="65" data-path="images/providers/dark/crewai.svg" />

    <span className="font-semibold">CrewAI</span>
  </a>

  <a href="/langsmith/trace-deep-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/brand/docs-favicon.png?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=67c03f91aa1e21bc2c57898c87528d51" alt="" width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">Deep Agents</span>
  </a>

  <a href="/langsmith/trace-with-google-adk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/googleadk.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=0e4005dc0abe47e56c497b8372a38d98" alt="" width="65" height="65" data-path="images/providers/light/googleadk.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/googleadk.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=905809aca48f74290d08d6ea6a137c78" alt="" width="65" height="65" data-path="images/providers/dark/googleadk.svg" />

    <span className="font-semibold">Google ADK</span>
  </a>

  <a href="/langsmith/trace-with-langchain" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/brand/docs-favicon.png?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=67c03f91aa1e21bc2c57898c87528d51" alt="" width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangChain</span>
  </a>

  <a href="/langsmith/trace-with-langgraph" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/brand/docs-favicon.png?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=67c03f91aa1e21bc2c57898c87528d51" alt="" width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangGraph</span>
  </a>

  <a href="/langsmith/trace-with-mastra" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/mastra.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=8fbd4e8a26bb7f66050c90e120bd456c" alt="" width="65" height="65" data-path="images/providers/light/mastra.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/mastra.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=2822266816c1c31e1cda44641614d6ee" alt="" width="65" height="65" data-path="images/providers/dark/mastra.svg" />

    <span className="font-semibold">Mastra</span>
  </a>

  <a href="/langsmith/trace-with-microsoft-agent-framework" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/microsoft.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=78bae6355821e758714e88615b468098" alt="" width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/microsoft.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=ebecec9eeaa2aa2c3f52621ddeb18edf" alt="" width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Microsoft Agent Framework</span>
  </a>

  <a href="/langsmith/trace-with-openai-agents-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/openai.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=eb155a9eb25f62285ae405d8975f3e0d" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/openai.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=df5465895b45b7c1b523f2fb3bf2a3f3" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Agents</span>
  </a>

  <a href="/langsmith/trace-with-opentelemetry" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=01123f6b60287e42525cb2ac84c85320" alt="" width="65" height="65" data-path="images/providers/light/opentelemetry.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=bac22540b012810f4be059fd12273000" alt="" width="65" height="65" data-path="images/providers/dark/opentelemetry.svg" />

    <span className="font-semibold">OpenTelemetry</span>
  </a>

  <a href="/langsmith/trace-with-pydantic-ai" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/pydanticai.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=9ffaf9944547adcc5e6c222e37aeab31" alt="" width="65" height="65" data-path="images/providers/light/pydanticai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=859f6d1890d67725e5df1e3a8311a149" alt="" width="65" height="65" data-path="images/providers/dark/pydanticai.svg" />

    <span className="font-semibold">PydanticAI</span>
  </a>

  <a href="/langsmith/trace-with-semantic-kernel" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/microsoft.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=78bae6355821e758714e88615b468098" alt="" width="65" height="65" data-path="images/providers/light/microsoft.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/microsoft.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=ebecec9eeaa2aa2c3f52621ddeb18edf" alt="" width="65" height="65" data-path="images/providers/dark/microsoft.svg" />

    <span className="font-semibold">Semantic Kernel</span>
  </a>

  <a href="/langsmith/trace-with-strands-agents" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/bedrock.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=188de1c22ad80aaff844616670cc5820" alt="" width="65" height="65" data-path="images/providers/light/bedrock.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/bedrock.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=6a365dacbe7e3a7971fdf09bd0ce4149" alt="" width="65" height="65" data-path="images/providers/dark/bedrock.svg" />

    <span className="font-semibold">Strands Agents</span>
  </a>

  <a href="/langsmith/trace-with-vercel-ai-sdk" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/vercel.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=dfbf99c70cec934c3fa7354a90545fe6" alt="" width="65" height="65" data-path="images/providers/light/vercel.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/vercel.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=4d43101320744d860fa69db1821aee88" alt="" width="65" height="65" data-path="images/providers/dark/vercel.svg" />

    <span className="font-semibold">Vercel AI SDK</span>
  </a>
</div>

## Voice AI frameworks

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <a href="/langsmith/trace-openai-realtime" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/openai.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=eb155a9eb25f62285ae405d8975f3e0d" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/openai.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=df5465895b45b7c1b523f2fb3bf2a3f3" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Realtime</span>
  </a>

  <a href="/langsmith/trace-gemini-live" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/gemini.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=1cf54f5e7349dc04a8f11c5d9c93f217" alt="" width="65" height="65" data-path="images/providers/light/gemini.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/gemini.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=ef5b17743001b2fb6d944b3630257309" alt="" width="65" height="65" data-path="images/providers/dark/gemini.svg" />

    <span className="font-semibold">Gemini Live</span>
  </a>

  <a href="/langsmith/trace-with-livekit" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/livekit.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=a9ad87ec16644d073bb2f22dee206b6d" alt="" width="65" height="65" data-path="images/providers/light/livekit.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/livekit.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=f241d9d2e01dcd90dfd78fc2eeec1ae3" alt="" width="65" height="65" data-path="images/providers/dark/livekit.svg" />

    <span className="font-semibold">Livekit</span>
  </a>

  <a href="/langsmith/trace-with-pipecat" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/pipecat.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=1ee157e5f55c6b6ff1a0ef217174eaca" alt="" width="65" height="65" data-path="images/providers/light/pipecat.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/pipecat.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=8cf49eb1dfbd9f790107c76c7dcf565d" alt="" width="65" height="65" data-path="images/providers/dark/pipecat.svg" />

    <span className="font-semibold">Pipecat</span>
  </a>
</div>

## Developer tools

<div className="grid grid-cols-1 md:grid-cols-3 gap-3">
  <a href="/langsmith/trace-claude-code" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/claude.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=f11501727558187da7d6eb5bc5aa0102" alt="" width="65" height="65" data-path="images/providers/light/claude.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/claude.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=87783b975601046452d8029c39e7e085" alt="" width="65" height="65" data-path="images/providers/dark/claude.svg" />

    <span className="font-semibold">Claude Code</span>
  </a>

  <a href="/langsmith/trace-with-codex" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/openai.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=eb155a9eb25f62285ae405d8975f3e0d" alt="" width="65" height="67" data-path="images/providers/light/openai.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/openai.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=df5465895b45b7c1b523f2fb3bf2a3f3" alt="" width="65" height="67" data-path="images/providers/dark/openai.svg" />

    <span className="font-semibold">OpenAI Codex</span>
  </a>

  <a href="/langsmith/trace-with-opencode" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/opencode.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=65c79a6791d4fb3e99a0f4348f251b13" alt="" width="300" height="300" data-path="images/providers/light/opencode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/opencode.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=7986f09f0b023c7b9bc1dd9ca12e2cb8" alt="" width="300" height="300" data-path="images/providers/dark/opencode.svg" />

    <span className="font-semibold">OpenCode</span>
  </a>

  <a href="/langsmith/trace-with-cursor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/cursor.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=d5e14a6960405d83d9f9cec5aa1b7fbb" alt="" width="65" height="65" data-path="images/providers/light/cursor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/cursor.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=794814956a4365da3d75ce474d15dceb" alt="" width="65" height="65" data-path="images/providers/dark/cursor.svg" />

    <span className="font-semibold">Cursor</span>
  </a>

  <a href="/langsmith/trace-with-instructor" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/instructor.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=bd29fa0712046a32c6b355b3891e105c" alt="" width="65" height="65" data-path="images/providers/light/instructor.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/instructor.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=a3377638668cac408f1bb23f35d891b7" alt="" width="65" height="65" data-path="images/providers/dark/instructor.svg" />

    <span className="font-semibold">Instructor</span>
  </a>

  <a href="/langsmith/trace-with-n8n" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/n8n.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=4b6516071e3d469617e9cd81fc856b60" alt="" width="24" height="24" data-path="images/providers/light/n8n.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/n8n.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=11dbec7606e577a1c38309499cf9c751" alt="" width="24" height="24" data-path="images/providers/dark/n8n.svg" />

    <span className="font-semibold">n8n</span>
  </a>

  <a href="/langsmith/trace-with-pi" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/pi.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=4f54b78bd9a3152d6ad52a6a802d7113" alt="" width="65" height="65" data-path="images/providers/light/pi.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/pi.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=7d3e3aaf10df21a402903a03b8754274" alt="" width="65" height="65" data-path="images/providers/dark/pi.svg" />

    <span className="font-semibold">Pi</span>
  </a>

  <a href="/langsmith/trace-with-temporal" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/temporal.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=b259662d3d652155e78f22978898e817" alt="" width="65" height="65" data-path="images/providers/light/temporal.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/temporal.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=64aa133f02d42d8a589e52458e531e4a" alt="" width="65" height="65" data-path="images/providers/dark/temporal.svg" />

    <span className="font-semibold">Temporal</span>
  </a>

  <a href="/langsmith/trace-with-vscode-copilot" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline ">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/07CB-jwW2D2sQ5SV/images/providers/light/vscode.svg?fit=max&auto=format&n=07CB-jwW2D2sQ5SV&q=85&s=59df967c1cad774b9460a659cb3c5632" alt="" width="24" height="24" data-path="images/providers/light/vscode.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-opensw-1783460346-e74075c/npgdLTcp07G3B-Jc/images/providers/dark/vscode.svg?fit=max&auto=format&n=npgdLTcp07G3B-Jc&q=85&s=6120519f161f23e4078ecb385d84c51b" alt="" width="24" height="24" data-path="images/providers/dark/vscode.svg" />

    <span className="font-semibold">VS Code Copilot</span>
  </a>
</div>

These coding agent integrations follow a shared [metadata contract](/langsmith/coding-agent-metadata-contract) that standardizes the trace fields they emit.

***

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

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