Image clustering 1

Local-first desktop application for ML-powered file visual search Dotient is a local-first desktop application designed to help users organize and search through their personal files using ML-powered visual search. It operates fully offline, ensuring that personal files remain private and never leave the user's machine. By embedding files with a quantized vision and text model, Dotient allows users to find files by describing what they look like rather than guessing filenames. It features an interactive node graph to visualize file similarities, 'Cubbies' for organizing related collections, and 'Signal Tuning' for users to custom fine-tune their search results.