Ledgerly – Telegram bot for lazy families

说明与用途

Ledgerly 机器人自动处理收据照片，验证总额并预测家庭预算耗尽的日期，帮助用户调整事件和礼物。

问题

Families need a way to track spending and forecast when their budget will run out without manually entering receipts and dates.

结果

The bot automatically processes receipts, verifies totals, and forecasts when the household budget will be exhausted, allowing users to adjust upcoming events and gifts to stay within budget.

工作流

• Send receipt photo to Telegram bot
• Gemma extracts items and totals
• Python code verifies sum matches total
• Bot stores receipt
• User sends plain text event (e.g., "Arman's birthday is Dec 14")
• TabPFN predicts budget depletion day (Wall Day) and displays chart
• User asks about gift impact, bot updates forecast

证据

Send it a photo of a receipt. Gemma reads it, and plain code checks that the items add up before anything is filed.

来源

Gemma turns photos into rows, and chat into small commands like "add this event".

来源

TabPFN, through the Prior Labs API, looks ahead.

来源