# Project export: Fregister

This document was generated by HackStack to give an AI agent context about a hackathon project. Sections are labeled with their provenance; content marked as truncated was cut to keep this document small.

## Project metadata

- Hackathon: Cal Hacks 12.0
- Tagline: A end to end smart companion for your fridge with fullstack web console, computer vision ML, and most of all, your tailored AI agent for shopping and meal plannings
- Devpost: https://devpost.com/software/fregister
- GitHub: not linked
- Video: https://www.youtube.com/embed/0Qm0h3QWimc?enablejsapi=1&hl=en_US&rel=0&start=&version=3&wmode=transparent
- Team: contributor stats unavailable

## Devpost submission (written by the team)

### Inspiration

Pain point on grocery shopping and tracking

### What it does

An AI agent managing your groceries in your fridge, with a live video item identification and a web interface managing preference profile, chat and inventory

### How we built it

We have an end to end solution including 4 main parts, a camera installed to detect items inside a fridge, a CV machine learning model with a Python app handling item identification, a fullstack web application for user interactions, and most of all, a multi-agent AI backend handling user queries and meal recommendations with RAG and vector DB

## README (from the GitHub repository)

No README available.

## Detected evidence (automated analysis)

No repository was indexed for this project. Claimed technologies below could not be checked against code.
- LangChain (technology) — claimed on Devpost, not found in the code
- Next.js (technology) — claimed on Devpost, not found in the code
- Python (language) — claimed on Devpost, not found in the code
- Supabase (technology) — claimed on Devpost, not found in the code
- TypeScript (language) — claimed on Devpost, not found in the code

## Codebase structure

No repository index available.

## Key source files

No repository index available; no source files included.