What Are Embeddings? Core Fundamentals Explained

Embeddings turn complex inputs — words, images, users, products — into fixed-length lists of numbers that capture meaning geometrically. Similar things get similar numbers. This deceptively simple idea is the foundation for search engines, recommendation systems, chatbots, and nearly every modern AI application in production today.