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Benchmarks & research

watfile

Text/PDF - File categorization and sorting with Typesafe AI Jev or local calibrated decision model

How it uses Jev

watfile sends each document's text (title/abstract-grade extract) to a TypeSafe AI Jev (System One) Choice question, gets back a typed answer with a selected category, per-category probabilities and confidence, then moves the file into the matching folder. A Classifier abstraction keeps the backend pluggable — local MLX (laya) and other backends slot in later.

Getting started

Point watfile at files or folders, and either give a comma-separated category list ( -c ) or a target folder whose subfolders are the categories ( -d ):

Language
Python 100%
Latest release
v0.3.1
Last activity
Sep 2026
Added
2026-09-21
Stars at snapshot
2
Status
Community listing
categorizationclijevlayarlcdterminal

Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README · the project website.