About This Site
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.
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Key Features AI
Core Features
Visual Search using natural language
Visualize with the Graph to view similarity clusters
Organize with Cubbies for collections, moodboards, and to-do lists
Signal Tuning in the Lab to custom fine-tune search results
Local-first privacy operating fully offline
Advantages
Complete data privacy with local-first offline processing
No recurring subscription fees
Eliminates the need for manual tagging and filename guessing
Visual similarity graph allows easy cluster detection
缺点：Initial indexing process requires a few minutes to embed files
缺点：Limited to usage on up to 3 computers per license
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