vector-database Tools

PageIndex is an open-source document indexing system designed for vectorless, reasoning-based retrieval-augmented generation (RAG). It solves the problem of getting verifiable, context-rich answers from complex documents by using fast tree indexing instead of traditional vector search. It's built for developers and teams who need precision, traceability, and efficient context retrieval for their AI applications.