Live Multi-Layer Retrieval Benchmark
Enter any query below to evaluate how candidate passages are discovered and scored across Semantic Vector Search, BM25 Lexical Search, and the Neural Cross-Encoder in real time.
Benchmark Query Presets (Scroll horizontally to select)
Click any preset to evaluate
Ready for Comparison
Type a search prompt above or click any preset to view real-time side-by-side rankings from Vector ChromaDB, Lexical BM25, and Cross-Encoder Re-Ranking.