Vector Databases

Understanding Retrieval-Augmented Generation: Architecture, Pitfalls, and Production Lessons

RAG is the most deployed LLM pattern in production today. After building RAG systems for 18 months, here are the architectural decisions that matter and the mistakes that don't show up until scale.