Ravindra Harige
Ravindra Harige is the founder of Searchplex, a firm focused on designing scalable AI-native search and discovery systems across multiple industry verticals.
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The Three-Body Problem of Inverse Hybrid Search
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When users expect alerts for new products matching an uploaded image, the problem becomes inverse hybrid search. Unlike top-K search, alerting must guarantee fetch-all semantics: zero missed matches across all saved searches, combining vector similarity, boolean filters, and lexical signals. We show why this breaks traditional scaling intuition.