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Full-Text Search Without Elasticsearch: BM25 in Pure TypeScript
How we replaced Elasticsearch with a 500-line TypeScript implementation of BM25s for mentor and session search in Mentoring. 4.6 million tokens per second indexing, zero infrastructure dependencies.
March 16, 2026
5 min read
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