> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0.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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/bedrock.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=ba197ea204ba667937242b6df5ccd5de" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/bedrock.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=87dd689473f95b1669098fff396402c2" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/anthropic.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=de057f49ab97929b8d5d407e02919091" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/anthropic.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=cd912db07eb9fa2d981639d63fc3b1c9" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/deepseek.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=77471ff65f3847fb2f7b891bca1a7b99" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/deepseek.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=07e6804fbade440f70bdb706f2914431" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/gemini.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=3fe4766335a2d06b5a9ac78838e89d7c" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/gemini.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=8546492bc18a606fa8c9f4d9f4238990" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/litellm.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=30442cbe69fabbec4a6932c3862ffbd7" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/litellm.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=6aceea6ba1088fc86a223a7859c7f290" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/mistral.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=46d4cca9290f200d988dc43f41df40a9" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/mistral.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=89640b5ac3756ee136d35da8b8715b4d" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/openai.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=80f56cf98e5c750d16539b8c5b74c138" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/openai.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=933b8918e075b9e63928ba4dc29c2342" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/openai.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=80f56cf98e5c750d16539b8c5b74c138" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/openai.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=933b8918e075b9e63928ba4dc29c2342" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/autogen.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=c3418b4f5c87112009cb2775f92d8f6b" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/autogen.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=c6ec970fc98dfb9efdc7b2c7da7c4c39" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/claude.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=91067db8c7a951b9f8a816b26ff6348a" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/claude.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=1fcec82ce206d440eb188aa9a6feb240" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/crewai.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=5a9916d0105468e116fad46c1503c081" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/crewai.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=d191585bb5a3f6e6b86e504b15344558" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/brand/docs-favicon.png?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=b0531ad10f9abcd7e95900dc8b897a3d" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/googleadk.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=cf55043dcee7a5011ed939bb8ffc68a0" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/googleadk.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=65114d5326d3e7158dc56730cbd36551" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/brand/docs-favicon.png?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=b0531ad10f9abcd7e95900dc8b897a3d" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/brand/docs-favicon.png?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=b0531ad10f9abcd7e95900dc8b897a3d" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/mastra.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=20b9c492eaf7fa887959e9a75abe5b82" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/mastra.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=57e0a80dba2b7d3db625454a14cb7c14" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/microsoft.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=799ddf3a62b178895f102b51ecd0d3e8" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/microsoft.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=431a55bb80138b4c5d12b731cd3d2849" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/openai.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=80f56cf98e5c750d16539b8c5b74c138" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/openai.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=933b8918e075b9e63928ba4dc29c2342" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/opentelemetry.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=ed0d2849056dcce939c7feb187726daf" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/opentelemetry.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=4ff16148b6172435e03a4e160e3ea7b9" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/pydanticai.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=557125622c4d66c884000d7cf60ae82e" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/pydanticai.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=c8c33aa7cb5450c38a868bfd319072f8" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/microsoft.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=799ddf3a62b178895f102b51ecd0d3e8" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/microsoft.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=431a55bb80138b4c5d12b731cd3d2849" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/bedrock.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=ba197ea204ba667937242b6df5ccd5de" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/bedrock.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=87dd689473f95b1669098fff396402c2" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/vercel.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=da828db040bb7c74c0c724ee44fdbb89" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/vercel.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=a276023530877b32c277965c33ebaaec" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/openai.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=80f56cf98e5c750d16539b8c5b74c138" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/openai.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=933b8918e075b9e63928ba4dc29c2342" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/gemini.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=3fe4766335a2d06b5a9ac78838e89d7c" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/gemini.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=8546492bc18a606fa8c9f4d9f4238990" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/livekit.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=0c80d98d25f90d49333862a7536de542" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/livekit.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=b92d410e9028b27ce0f261fa681ef9db" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/pipecat.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=6475bfd3d938f3d1074ba63999a724aa" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/pipecat.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=22fe8951e7fa606debe643650045e048" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/claude.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=91067db8c7a951b9f8a816b26ff6348a" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/claude.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=1fcec82ce206d440eb188aa9a6feb240" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/openai.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=80f56cf98e5c750d16539b8c5b74c138" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/openai.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=933b8918e075b9e63928ba4dc29c2342" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/opencode.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=3e33ad8ae5fb4a2a0c292145c9f937ce" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/opencode.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=788221e211046f853d3cb89627dd204c" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/cursor.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=852c223bbdacd615d23cf8717964e469" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/cursor.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=19e00539b20955258b138dfd78323ce3" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/instructor.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=f91de6205a667eb911069f1c0c4aaa80" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/instructor.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=47aaa8684c33aae4237edea8372d5b25" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/n8n.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=88808d880b66db75d1b001a942d7003c" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/n8n.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=95edf692a5c64bf47dd7aacad587074c" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/pi.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=53ee04cd85c7030425ad47a9253196df" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/pi.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=004f047a4830ca111733eecadd4c8f0f" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/temporal.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=154865be7349b19e31b5ec925f94e709" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/temporal.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=2b84dbfc63ec231d54c1274e0045a6ba" 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-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/vscode.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=24e1a6badd147bca14aeb32801f77d23" 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-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/vscode.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=6630108bbb4dedf2ff4fbbe3f79083de" 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.
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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).
  </Callout>
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