When to Use BM25
AI & Agentic Systems
Combine BM25 keyword search with vector search for hybrid retrieval in AI applications.
Search & Discovery
Build fast, relevant text search engines with BM25's proven term-frequency ranking algorithm.
RAG Applications
Improve retrieval-augmented generation with BM25's keyword matching alongside semantic search.
Custom Software Development
Add efficient full-text search to applications with BM25's lightweight scoring algorithm.
Enterprise Search
Build enterprise search solutions combining BM25 keyword relevance with metadata filtering.
Content Discovery
Create content search and discovery features with BM25's fast, index-based text retrieval.