Vector

VectifyAI has released PageIndex, an open-source Python tool that provides document indexing for retrieval-augmented generation without using vector embeddings. Instead of embedding documents, the project organizes them so large language models can reason their way to relevant sections during retrieval. Developers interested in RAG architecture are sharing the repository, and its rapid climb into trending listings suggests notable curiosity about alternatives to the standard vector-database pipeline.