In this technical deep-dive, Armando breaks down Retrieval Augmented Generation (RAG) and why businesses can't rely on basic LLM implementations alone. The episode moves from fundamental concepts to advanced optimization strategies, covering everything from context windows to sophisticated reranking techniques.