giving the parrot a library card.
a billion vectors mapped to find the truth in the haystack.


it’s just search until it synthesizes.
embeddings clustered across a semantic sea.
the bridge between what it memorized and what it looks up is where the reasoning begins.


hallucinations grounded by retrieved reality.

Query Vector DB k-NN Prompt + Context "[1] True" "Factual" "Grounded" retrieval-augmented generation (giving the model an open-book exam)

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