Deep Dive into Vector Databases by Hand ✍︎

Explore what exactly happens behind-the-scenes in Vector Databases

The other day I asked my favorite Large Language Model (LLM) to help me explain vectors to my almost 4-year old. In seconds, it spit out a story filled with mythical creatures and magic and vectors. And Voila! I had a sketch for a new children’s book, and it was impressive because the unicorn was called ‘LuminaVec’.

Image by the author (‘LuminaVec’ as interpreted by my almost 4-year old)

So, how did …

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