PageIndex: A New RAG Architecture Hits 98.7% Accuracy on Financial Documents — Without Vectors, Chunking, or a Database

Researchers released an open-source retrieval system that replaces the entire vector-database-and-chunking pipeline with document hierarchy and LLM reasoning, posting near-perfect accuracy on a financial benchmark.