Vectoria — Embedded Hybrid Search
A modern, embedded product search for modern platforms
What is Vectoria — Embedded Hybrid Search ?
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.
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