tech/cloudflare/ai/vectorize

What problem does it solve?

This Skill streamlines AI skill discovery by embedding and indexing SKILL.md files in a vector database for efficient semantic search.

Core Features & Use Cases

• Semantic Search: Embed and index SKILL.md files for efficient semantic search and discovery.
• RAG Integration: Facilitate RAG (retrieval-augmented generation) pipelines for reducing token costs and enhancing content.
• Content Recommendations: Build recommendation systems and nearest-neighbour lookups with embedded data.
• Domain Filtering: Search and filter by domain and metadata to tailor search results.
• Index Management: Manage indexes with namespace isolation for per-client data isolation.
• Upsert & Delete Vectors: Efficiently upsert and delete vectors to keep the index updated.

Quick Start

To use this skill, run 'wrangler vectorize create skills-embeddings --dimensions=768 --metric=cosine' to create an index with 768 dimensions.