ShapedQL

ShapedQL is a declarative SQL-based interface and runtime that compiles SQL queries into optimized, multi-stage ranking pipelines for real-time relevance. It enables hybrid search across multiple indexes, hard-constraint filtering, ML-driven scoring, and diversity-driven reordering, powering search, recommendation, and personalized feeds. With 30+ native connectors and a three-layer architecture (query, intelligence, data), you can connect data, train models, and deploy ranking changes quickly with sub-50ms latency.