Vector Databases Two Years Later: From Hype to Hybrid Retrieval Reality
After two years of intense hype, vector databases have proven to be just one component in the evolving landscape of AI-powered search and retrieval. The initial promise of seamless semantic search gave way to a more nuanced reality, where hybrid approaches combining vectors, keyword search, and knowledge graphs are becoming the new standard.