Zhu, Z. and Chen, B. 2026. A Review of Retrieval-Augmented Generation: Architectural Evolution, Key Breakthroughs, and Vertical-Domain Practices. Computers and Artificial Intelligence. 3, 4 (Oct. 2026), 193–206. DOI:https://doi.org/10.70267/cai.v3n4.193206.