retrieval-augmented

Definition

Describing a system that retrieves relevant documents and conditions generation on them. The payoff is that knowledge lives outside the weights: you update it by changing the corpus, and you can show which passage an answer came from. The usual contrast is fine-tuning, which bakes knowledge into parameters and gives you neither cheap updates nor traceable sources.