VectifyAI

VectifyAI has released PageIndex, an open-source tool written in Python that provides a document index for vectorless, reasoning-based retrieval-augmented generation. Instead of relying on traditional vector embeddings, the project structures documents so that reasoning models can navigate and retrieve information directly. Developers are taking notice of the project on GitHub, where it is drawing attention as an alternative approach to standard embedding-based RAG pipelines.