1. Introduction

You've probably heard about "embeddings" like a buzz word everywhere. Especially with how AI has become a part in everyday life, and how everyone is talking about "AI Agents", "RAGs", "Fine Tuning", etc. Even if you're a bit technical, you probably and most likely know what it already is, but do you really understand how its being actually used and utilized? Don't worry, let's first understand what an embedding really is, and how it's being used as data for AI.