VectifyAI

VectifyAI has released PageIndex, an open-source Python tool that indexes documents for vectorless, reasoning-based retrieval-augmented generation. Instead of embedding documents into vectors, the system organises them into a structured, table-of-contents-style index that language models can reason over, aiming for more accurate and explainable retrieval. The project is drawing attention from developers working on RAG pipelines.