AI Search
Create AI-powered search for your data
Connect your data and deliver natural language search in your applications.
Deploy RAG architecture in minutes
Always Up-to-Date
Built to Run at the Edge
Core Capabilities
Continuously Updated Indexes
Your data, always fresh. AI Search automatically tracks and updates content changes without manual intervention — keeping LLM responses aligned with your latest data.
Build full AI applications with AI Search and Workers
Search from your Worker. Easily make search calls to your AI Search directly in your Workers apps using standard JavaScript or TypeScript.
Metadata Filtering
Powerful multi-tenant search. Use metadata filters to build user-specific search contexts, enabling secure multi-user experiences with a single AI Search instance.
Web Parsing Source
Bring your website as a source. Generate RAG pipelines directly from your website — whenever content is updated
Edge-Based Inference
Fast, local AI responses. Uses Workers AI to create embeddings and run inference at the edge, closer to users — reducing latency and improving responsiveness.
Everything You Need for RAG
You can use AI Search to:
NLWeb and AI Search
Product Chatbot
Multi-Tenant or Personalized AI Assistants
RAG in action
Examples showing how to query, filter, and integrate AI Search into your applications.
export default { async fetch(request, env) { const { searchParams } = new URL(request.url); const query = searchParams.get('q'); if (!query) { return new Response('Please provide a query parameter', { status: 400 }); } // Search your AI Search instance const answer = await env.AI.autorag("my-rag").aiSearch({ query: query, }); return new Response(JSON.stringify(answer), { headers: { 'Content-Type': 'application/json' } }); } };
Zendesk
"
Like Zendesk, innovation is in Cloudflare’s DNA — it mirrors our beautifully simple development ethos with the connectivity cloud, a powerful, yet simple-to-implement, end-to-end solution that does all the heavy lifting, so we don’t need to. "
Powerful primitives, seamlessly integrated
Built on systems powering 20% of the Internet, AI Search runs on the same infrastructure Cloudflare uses to build Cloudflare. Enterprise-grade reliability, security, and performance are standard.
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SASE / Zero Trust
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