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+main.py
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+qdrant_db/
+.env
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# KiranaAI — Visual Billing Counter
+[](https://amd-hackathon-three.vercel.app/)
+
A local grocery/retail billing system that uses multimodal AI to identify products from photos and populate the bill automatically. Built for offline-first operation in small Indian retail shops.
## The Problem
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