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
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for Fregister
Built With
- chromaai
- claude
- langchain
- langgraph
- multi-agent
- nestjs
- nextjs
- python
- rag
- supabase
- typescript
- yolo
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