Vectoria combines BM25 full-text search, vector similarity, and behavioral signals (clicks, purchases, views) into a single ranking formula. Its main advantages over BM25-only search: Zero-result elimination, Query-level CTR feedback, Multi-index / namespaces and Rate limiting. All with a local embedding model - no external APIs.