Retrieval-Augmented Generation (RAG)

An AI technique that combines document retrieval with generative AI. Rather than generating responses from model memory alone, a RAG system first retrieves relevant documents or data from a knowledge base and then generates a response grounded in that content. Agilexe’s SIFT product uses RAG to provide accurate, evidence-backed answers from an organisation’s own documentation.