Vector databases store vectors, which are represented as arrays of values in n-dimensional space.Key operations in vector databases include nearest neighbor search and vector indexing using techniques like Product Quantization (PQ).Scalar databases store individual scalar values and are designed to manage structured data in tables with rows and columns.Vector databases excel at finding similar vectors based on distance calculations using metrics like cosine similarity.