Dotient

Dotient is a local-first desktop application built to help you organize and search through your personal files with ML-powered visual search. Instead of racking your brain for that one filename you half-remember, you can simply describe what a file looks like and let Dotient find it.

Everything runs fully offline on your own machine, so your personal files stay private and never leave your computer. Dotient embeds your files using a quantized vision and text model, delivering smart search results without uploading a single byte to the cloud.

To make sense of your growing library, Dotient includes an interactive node graph that visualizes how your files are similar to one another, making hidden connections easy to spot. You can group related items together using 'Cubbies' for tidy, meaningful collections.

When search results are not quite what you had in mind, 'Signal Tuning' lets you custom fine-tune them, so Dotient keeps getting closer to exactly what you are looking for.