Database
Using Softmax for Probability Transformation in Vector Search
Introduction Modern search systems often combine vector search (dense embedding retrieval) with traditional text search (BM25/TF-IDF) to improve result relevance. This is known as hybrid search, which leverages both semantic similarity and exact keyword matching. In practice, hybrid approaches have shown significant improvements in search quality across various domains