Namakemono なまけもの — I built a local sloth to read my Japanese paperwork so I don't have to
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Hi there ! in about a year I'm moving to Japan for my first job. I've been studying Japanese on Duolingo. I know enough to order food and embarrass myself at a convenience store. I do not know enough to parse a letter from the ward office about my residence registration deadline. Namakemono…
This story details the creation of a local AI tool called Namakemono, designed to help with reading Japanese official paperwork by translating it into plain English. The author, a future resident of Japan, built Namakemono to assist in understanding important documents like residence registration notices. The tool operates entirely offline, using Gemma 3.4B AI model from Ollama, and requires only a single Python file.
Users simply drop .txt files of the documents into an inbox folder, run one command, and Namakemono produces a digest.md file with summaries, action checklists, essential items to bring, and key Japanese terms. Additionally, it generates an ics calendar file for easy import into Google or Apple calendars. The entire project is open-source on GitHub, allowing others facing similar challenges to use and benefit from this local AI solution.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
