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.
Hey ! This is Vectoria, a small but smart search engine based on edgestore, my sdd-aware local database. Vectoria is meant to combine vector search with bm25, with specific storage strategies. For Algolia ou meilisearch users there is an APi adaptor but its original API is way simpler. Drop it in and be happy.
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