---
title: "Cloudflare Vectorize - Vector Database for RAG Applications"
description: "Use vector databases to power RAG applications. Vector storage from within Cloudflare Workers platform with edge vector lookups and AI-powered search capabilities."
url: "https://www.cloudflare.com/products/vectorize"
---

# Vectorize

> Vectorize stores vector data for applications like Retrieval Augmented Generation and search products. Vector storage from within Cloudflare Workers platform. Enhance AI applications by injecting relevant context.

## Key Features

- Vector similarity search
- Edge-based lookups
- Workers AI integration
- Metadata filtering
- Multiple distance metrics
- Batch operations
- Real-time updates

## Benefits

### All-in-one Platform

Database companies are usually point solutions but Cloudflare has an entire platform with compute, AI inference, and data storage.

### Edge Vector Lookups

Vector DB lookups are close to the user rather than going back to a centralized origin where the data lives, leading to faster database queries.

### AI-Powered Search

Enhance AI applications by injecting relevant context from vector embeddings stored at the edge.

## Use Cases

### RAG Applications

Build topic-specific chatbots where the topical data lives in Vectorize.

### Search Applications

Power search apps with vector similarity search capabilities.

### AI Context Injection

Enhance AI applications by injecting relevant context from vector embeddings.

### Edge AI Workflows

Combine vector storage with Workers AI for complete edge-based AI solutions.

## Resources

- [Full Documentation](https://developers.cloudflare.com/vectorize): Complete technical documentation
- [Get Started](https://dash.cloudflare.com/sign-up): Sign up and start building
- [Pricing](/plans.md): See pricing details

## Related Products

- [Agents](/products/agents.md): Build stateful AI agents
- [AI Gateway](/products/ai-gateway.md): AI observability
- [AI Search](/products/ai-search.md): Instant retrieval
- [Web3](/products/web3.md): Web3 Infrastructure

---

*This is a markdown version of [https://www.cloudflare.com/products/vectorize](https://www.cloudflare.com/products/vectorize) for AI/LLM consumption.*