Safe intake
Scan approved folders, preserve metadata, hash files, and report parser status without modifying originals.
Approved folders only
Files and Local Knowledge
Use user-approved folders, uploaded documents, and organized corpora without giving the browser arbitrary filesystem power.
Large PDF handling
Inventory, OCR, split, rename, and organize large scan collections through review-first workflows.
Source anchors
Answers should cite file names, page numbers, chunks, snippets, and confidence where grounding is used.
Folder boundaries
Input roots stay read-only; generated outputs land in a separate organized output root.
Search after organization
Once sorted, the corpus becomes searchable from chat with matter/source labels.
No silent loss
Failed parses, encrypted files, duplicates, and unknown document types remain visible instead of disappearing.