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🧠 Loci - AI-Powered Object Recall Assistant

loci pg1 loci search

"Where did I put my keys?" — Never ask this question again.

📖 Overview

Loci is a smart "memory palace" application designed to help users track and recall the physical location of their belongings. Unlike simple note-taking apps, Loci uses Computer Vision (YOLOv8) to automatically recognize objects in your photos and combines them with manual tags for a powerful hybrid search system.

Whether you threw your passport in the "Top Drawer" or your AirPods on the "Desk," simply ask Loci via text or Voice Search, and it retrieves the exact location instantly.

Key Features

  • Visual Inventory: Upload images of your items to create a digital index of your physical space.
  • Hybrid Tagging System:
  • AI Detection: Uses YOLOv8 to automatically tag common objects (e.g., "mouse", "bottle", "laptop").
  • Manual Context: Allows users to add specific tags (e.g., "AirPods Pro", "Dad's Watch").
  • Location Precision: explicitly stores the "Where" (e.g., "Blue Backpack", "Garage Shelf 2").
  • Cloud Sync: Powered by Supabase, ensuring your data is accessible across all your devices.
  • User Authentication: Secure email login for multi-user support.

Tech Stack

Frontend

  • React.js (Vite): Fast, modern UI.
  • Tailwind CSS: Responsive styling.
  • Lucide React: iconography.

Backend & AI

  • Python (FastAPI): High-performance backend API.
  • Ultralytics YOLOv8: State-of-the-art object detection model.
  • Supabase: PostgreSQL Database & Object Storage.

About

Loci is an intelligent "memory palace" for your physical objects. By combining AI object detection (YOLOv8) with manual context, it allows you to upload photos of your space and instantly recall the exact location of your items

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