Inithouse

LLMs cite brands based on RAG pipeline, not just training data

A technical analysis reveals that Large Language Models (LLMs) decide which brands to mention through a Retrieval-Augmented Generation (RAG) pipeline, rather than pure parametric knowledge. The retrieval stage, which us…