Text is tokenized into discrete units, each token is assigned a numeric ID from a dictionary, and that ID is converted into a complex vector (embedding) that represents the token's meaning in mathematical form.

factualpending

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Unidentified Speaker — Designing LLM Systems PART 1 Foundations Chapter 1 AI Syste… [SyXHW7xqxi8]

Evidence Quote

that ID is turned into a really complex set of numbers called a vector. This vector, which you'll often hear called an embedding, is what the machine actually works with.

Source

Designing LLM Systems PART 1 Foundations Chapter 1 AI Systems Architecture The Real Currency of AI⭐ The Geometry Code --Ananta Geometry ⭐
Created: 8/13/2026, 9:56:44 AM

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