Jiawei Sun

Retrieval-Augmented Generation for Large Language Models: A Survey

2023 · arXiv (Cornell University)

Large Language Models (LLMs) showcase impressive capabilities but encounter challenges like hallucination, outdated knowledge, and non-transparent, untraceable reasoning processes. Retrieval-Augmented Generation (RAG) has emerged as a promising solution by incorporating knowledge from external databases. This …