Rethinking Knowledge Retrieval for Generation: A Survey on RAG Architectures and Applications

Meghana Sunil, Shravya V, Shravan Venkatraman +1

Large Language Models (LLMs) have demonstrated remarkable fluency and versatility across natural language tasks but remain fundamentally limited by their static knowledge and susce…