Vector Databases and AI-Driven Data Stores

Vector Databases and AI-Driven Data Stores Vector databases store numerical representations of data, called embeddings. Each embedding places items in a high‑dimensional space where similar content sits near each other. This makes it easy to answer “which products or articles are most like this query?” by measuring distance in the space. Unlike traditional databases that rely on exact matches, vector stores excel at approximate similarity and fast retrieval over large text, image, or audio data. ...

September 21, 2025 · 2 min · 368 words