Understanding the Three Core Layers of RAG Systems

Every production RAG system rests on three engineering layers: prompt, context, and loop. Get these three right and you understand why any RAG system works or breaks. The catch is that most tutorials show you the toy version, that tidy Query to Vector DB to LLM to Response diagram that hides where…