Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems

Kin Kwan Leung, Mouloud Belbahri, Yi Sui +4

Retrieval-augmented generation (RAG) is a prevalent approach for building LLM-based question-answering systems that can take advantage of external knowledge databases. Due to the c…