cloudflare-vectorize - Cloudflare Vectorize V2 Implementation Guide for Semantic Search and RAG
Build semantic search and RAG applications with Cloudflare Vectorize V2 vector database
Tags
Updated: 2026-02-09Capabilities
Typical Inputs
Typical Outputs
What this skill does
- create vector indexes
- configure index settings
- insert vectors
- upsert vectors
- query vectors
- delete vectors
- list vectors
- filter with metadata
- search similar vectors
- integrate Workers AI
- integrate OpenAI models
- chunk documents
- batch ingest data
- configure testing setup
Inputs
- Cloudflare Vectorize index
- embedding model
- text data
- metadata properties
- vector data
- Cloudflare Workers environment
- API configurations
- document content
Outputs
- vector search results
- similarity matches
- index status
- mutation IDs
- vector operations logs
- RAG responses
- filtered results
Requirements
- Cloudflare Workers account
- wrangler CLI tool
- TypeScript environment
- Vectorize V2 API
- Cloudflare Workers AI binding
- Vitest for testing
- compatibility date 2025-10-21+