LLM Navigator System A generic “electronic filing cabinet” knowledge structure for any LLM

This approach turns an LLM into a guided knowledge navigator by combining structured documents + routing rules. Instead of relying on ad-hoc Q&A, you give the model a clear map of your information and teach it how to move through that map. ⸻ 1) Concept: The Index Loop An Index Loop is a document network where: • A Main Index lists your top-level categories. • Each category has a Sub-Index listing the documents inside that category. • Each document includes cross-references to related documents and links back to its Sub-Index (and the Main Index). This creates a “looped” navigation experience: • Users don’t get lost • The model can always route back “up” to an index • Related content is discoverable without searching randomly Think: library → section → shelf → book → “see also” → back to section.