PageIndex Challenges Traditional RAG for Document Chatbots

A new approach called PageIndex aims to improve on traditional RAG systems, which frequently fail in real-world document chatbot applications by missing answers or retrieving incorrect context. The emerging method addresses RAG's limitations in chunk-based retrieval and similarity search, potentially reshaping how enterprises build AI document systems.