Create your first AI Search instance and run your first query.
Overview
The search primitive for your applications and agents.
AI Search lets you add search to any application or agent without having to build an entire retrieval infrastructure. Create an instance, give it your data, and search it with natural language.
You can use AI Search for:
- Documentation and knowledge base search
- AI agent tool use and memory
- Per-tenant or per-agent file search
Automated indexing
Automatically and continuously index your data source, keeping your content fresh without manual reprocessing.
Metadata filtering
Define custom metadata fields and filter search results by category, version, language, or any attribute you define.
Hybrid search
Combine semantic and keyword matching in the same query for more accurate results.
MCP and UI snippets
Every instance includes a built-in MCP endpoint for AI agents and embeddable search components for your website.
Run machine learning models, powered by serverless GPUs, on Cloudflare's global network.
Observe and control your AI applications with caching, rate limiting, request retries, model fallback, and more.
Build full-stack AI applications with Vectorize, Cloudflare's vector database.
Build serverless applications and deploy instantly across the globe for exceptional performance, reliability, and scale.
Store large amounts of unstructured data without the costly egress bandwidth fees associated with typical cloud storage services.
Connect with the Workers community on Discord to ask questions, share what you are building, and discuss the platform with other developers.
Follow @CloudflareDev on Twitter to learn about product announcements, and what is new in Cloudflare Workers.