Auto-Merging RAG: Hierarchical Retrieval ⛓️

🚨 The Problem: Context Fragmentation Imagine a 50-page legal contract. If you chunk it into tiny 200-character pieces, one chunk might say: "The liability is capped at $1M." Another chunk might say: "However, this cap does not apply to gross negligence." If your retriever only finds the first chunk, your AI will give a dangerously wrong answer because it lacks the Parent Context . 🧩 The Solution: Hierarchical Parenting Auto-merging retrieval organizes data into a tree structure. You store smal