Why RAG Breaks in Real-World Systems (and How I’m Trying to Fix It)

Traditional RAG setups struggle in real-world systems because they treat retrieved documents as isolated chunks, failing to capture the crucial chains of relationships between them. This prevents models from structuring complex answers, even when individual pieces of information are technically relevant.