PageIndex, developed by VectifyAI, is a document indexing solution designed for vectorless, reasoning-based retrieval-augmented generation (RAG) systems. Unlike traditional RAG approaches that rely on vector embeddings, PageIndex enables indexing and retrieval without requiring vector databases, potentially reducing infrastructure complexity and costs. The project is hosted on GitHub under the trending Python repositories.