MenuMaestro: A Local-First Menu Translator for Restaurant Owners — Built on Gemma 3

Описание и применение

MenuMaestro — локальный инструмент перевода меню, использующий Gemma 3, обеспечивает культурно адаптированные названия, описания и аллергические метки без выхода данных из машины.

Задача

Restaurant owners need culturally rich, allergy‑aware menu translations that are affordable and privacy‑preserving.

Результат

MenuMaestro delivers high‑quality, culturally relevant menu translations locally, eliminating subscription costs and protecting intellectual property.

Рабочий процесс

• 1. Install Ollama and pull gemma3:4b
• 2. Clone the MenuMaestro repo
• 3. Run app.py to launch Gradio UI
• 4. Input restaurant name, cuisine, target language, and dish list (or upload a photo of a handwritten menu)
• 5. Gemma 3 Vision OCR reads dish names if photo provided
• 6. Gemma 3 Text generates structured JSON with names, descriptions, flags, and cultural notes
• 7. Rendered Markdown and raw JSON are displayed; export options available

Доказательства

The whole thing runs on Gemma 3 via Ollama, on your laptop. Nothing leaves your machine.

Источник

The restaurant owner I showed this to was paying ₹2,000/month (~$24) for translation. MenuMaestro's running cost after setup: $0/month.

Источник

I tested GPT-4o, Claude 3.5, and Gemma 3 on the same 10 Rajasthani dishes.

Источник