Tag: information-retrieval

Getting Started with bm25s: Full-Text Search in TypeScript Without a Search Server

A hands-on introduction to bm25s, the TypeScript port of Python's BM25 library: index a corpus, rank results with scores, pick a BM25 variant, tune k1 and b, add stopwords and stemming, save and load an index, and finish with a small CLI that searches your Markdown notes. Every example runs on Node, Bun and Deno.

I Rewrote Python's Fastest BM25 Library in TypeScript: 2x Faster Indexing, Zero Dependencies

How bm25s (formerly bun-bm25s) indexes about 2x faster than Python's bm25s library using nothing but TypeScript and typed arrays. Retrieval beats bm25s's numpy backend but not its numba backend, as the October 2026 re-measurement shows.