The retriever component searches a database for tokens mathematically similar to those in the user's query (by converting them to vectors) in order to inject relevant factual information into the token budget.
factualpending
Speaker
Unidentified Speaker — Designing LLM Systems PART 1 Foundations Chapter 1 AI Syste… [SyXHW7xqxi8]Evidence Quote
“It takes the tokens from your question, turns them into those mathematical vectors we talked about, and then it searches a huge database for other tokens that are mathematically similar.”
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
My Notes
Loading notes...