ReceiptSorter: receipts in, expense sheet out, with open models on your own laptop

Описание и применение

ReceiptSorter автоматизирует обработку чеков и счетов, извлекая данные локально с помощью открытых моделей, что экономит время и сохраняет конфиденциальность.

Задача

Freelancers and small accountants spend hours renaming receipt files, retyping totals, and guessing categories each month-end.

Результат

ReceiptSorter automates receipt parsing locally, reducing manual bookkeeping time and keeping sensitive data on the user's laptop.

Рабочий процесс

• Clone the repo
• Run python3 webapp.py to start local server
• Open http://127.0.0.1:8765 and drag receipts or click "Try sample receipts"
• Edit any incorrect fields in the table
• Download CSV or ZIP of sorted receipts

Доказательства

ReceiptSorter turns a pile of receipts and invoices into a clean expense CSV. You drop in text files, PDFs or phone photos of receipts, and open-weight models running on your own computer read each one and pull out the vendor, date, total, currency and an expense category.

Источник

For the AI part, install Ollama and pull the models once: ollama pull qwen2.5:7b-instruct # text and PDF receipts ollama pull qwen2.5vl:7b # photos of receipts

Источник

The server only listens on your own computer and works offline.

Источник