The Excellence
Directory Platform Template

A powerful, lightweight in-browser vector database that wraps IndexedDB and Transformers.js over WebAssembly, enabling semantic search and AI memory entirely in the browser without server requirements.

A JavaScript library that brings vector search and RAG (Retrieval-Augmented Generation) to browser environments, enabling efficient searching through millions of vectors using HNSW algorithm with IndexedDB and Web Workers.

Node.js bindings for HNSWlib implementing approximate nearest-neighbor search. Provides fast HNSW-based vector similarity search for JavaScript/TypeScript applications with file persistence support.