Part 4: Improving Retrieval Quality with Token-Aware Chunking and HyDE

Making RAG Smarter with Token-Aware Chunking, HyDE, and Context-Aware Search In Part 3, we improved chunking and optimized context. The system was faster and cleaner… but still not always correct. What broke after Part 3? By this point, the system looked solid: Smarter chunking Context compression FAISS + re-ranking Streaming responses But when I started using it more realistically, a few problems showed up: 1. Token limits were still hurting quality Even with better chunks, we were still not co