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Overview

The search primitive for your applications and agents.

Available on all plans

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

Features

Automated indexing

Automatically and continuously index your data source, keeping your content fresh without manual reprocessing.

View indexing

Metadata filtering

Define custom metadata fields and filter search results by category, version, language, or any attribute you define.

Add filters

Hybrid search

Combine semantic and keyword matching in the same query for more accurate results.

Configure hybrid search

MCP and UI snippets

Every instance includes a built-in MCP endpoint for AI agents and embeddable search components for your website.

Connect agents

Workers AI

Run machine learning models, powered by serverless GPUs, on Cloudflare's global network.

AI Gateway

Observe and control your AI applications with caching, rate limiting, request retries, model fallback, and more.

Vectorize

Build full-stack AI applications with Vectorize, Cloudflare's vector database.

Workers

Build serverless applications and deploy instantly across the globe for exceptional performance, reliability, and scale.

R2

Store large amounts of unstructured data without the costly egress bandwidth fees associated with typical cloud storage services.


More resources

Get started

Create your first AI Search instance and run your first query.

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