The Growing Importance of Vector Search in Databases
Vector search has moved from a specialized research technique to a foundational capability in modern databases. This shift is driven by the way applications now understand data, users, and intent. As organizations build systems that reason over meaning rather than exact matches, databases must store and retrieve information in a way that aligns with how humans think and communicate.Evolving from Precise Term Matching to Semantically Driven RetrievalTraditional databases are optimized for exact matches, ranges, and joins. They work extremely well when queries are precise and structured, such as looking up a customer by an identifier or filtering orders by date.However,…