AI Engineer
mediumai-engineer-hybrid-search

What is hybrid search and when is it better than pure vector search?

Answer

Hybrid search combines keyword (BM25) and vector similarity. It’s better when: - Exact terms matter (IDs, error codes) - Queries are short or ambiguous - You need filtering and precision Hybrid approaches often outperform pure vector search for enterprise docs where terminology is important.

Related Topics

SearchVector SearchArchitecture