Hybrid Search Won't Help You If Your Keyword Search is Broken
The common wisdom is that using vector similarity (semantic) search produces better results than the keyword search alone, but to get the best results with one-shot retrieval (no re-ranking), one must use a hybrid search (combine the keyword and semantic searches). Does this common understanding hold true under scrutiny? Is semantic search always better than keyword search? Is hybrid search always better than semantic?