Optimizing Retrieval-Augmented Generation (RAG) by Selective Knowledge Graph Conditioning

How SURGE substantially improves knowledge relevance through targeted augmentation while retaining language fluency

Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text.

Generative pre-trained models have shown impressive fluency and coherence when used for dialogue agents. However, a key limitation they suffer from is the…