The Day I Realized RAG Isn't an AI Problem

The author initially thought Retrieval-Augmented Generation (RAG) was a Large Language Model (LLM) problem, but realized it's fundamentally a search problem. This realization came when building applications with custom data, where LLMs lack real-time or specific knowledge, necessitating a robust information retrieval system.