Minimum Viable Duo
This project transforms the chaotic retail counter into a streamlined, voice first experience.
Core trick
Parses spoken commands into invoices and applies OCR'd supplier bills to stock only when extraction confidence clears a threshold.
Description
This project transforms the chaotic retail counter into a streamlined, voice first experience. Instead of juggling manual receipts, a shopkeeper simply speaks commands like "Generate invoice for Rahul, ₹500," and the system instantly drafts a PDF and delivers it to the customer via WhatsApp. It simplifies inventory management just as effectively: users can snap a photo of a supplier’s bill, and if the system reads the data with high confidence, it automatically updates stock levels without requiring a single tap, ensuring the digital ledger always matches the physical shelf
The linked repo returns 404, so it was deleted or made private.