Vector Databases: From “just another index” to the heart of semantic search

Why Vector Databases Matter – My Deep‑Dive into ANN Indexes and Metrics I spent the afternoon wrestling with a simple RAG prototype. I could generate embeddings with sentence‑transformers in a few seconds, but as soon as I tried to query a few thousa...