PageIndex: Vectorless RAG with Reasoning-Based Document Retrieval

PageIndex is an open-source RAG framework that eliminates vector embeddings and chunking, replacing them with hierarchical document trees for reasoning-based retrieval. Created by Vectify AI, it achieves 98.7% accuracy on professional document analysis tasks.