Beyond Vector Databases: Understanding Vectorless RAG, PageIndex, and Wiki-Based AI Memory

Retrieval-Augmented Generation (RAG) has become one of the most common architectures for building AI systems that can answer questions using external knowledge. The basic idea is simple: Give an LLM