RAG tricks from the trenches

from blog Duarte O.Carmo, | ↗ original
Some context Our data: A controversial dataset A stupid simple vector store Plain RAG Complicating things: Hybrid Search What if we ask for a summary? Detecting representative questions Answering questions that require the entire dataset in context Expanding user queries The most important Lesson Resources to go beyond the basics …