BestFit - AI-Powered Personal Stylist 👗✨

BestFit is a modern, chat-driven fashion recommendation platform. It leverages advanced AI to provide personalized styling advice, visual body analysis, and high-fidelity virtual try-ons, helping users find their perfect look with ease.

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✨ Key Features

🔍 Visual Foundation

Upload a photo to let BestFit analyze your unique attributes:

• Body Shape Analysis: Identifies silhouettes (e.g., Hourglass, Inverted Triangle) to suggest flattering cuts.
• Skin Tone & Color Analysis: Determines undertones to recommend your ideal seasonal color palette.
• Style DNA: Analyzes your current clothing to understand your aesthetic preferences.

💬 AI Chat Stylist

A conversational interface that acts as your personal fashion consultant:

• Natural Styling Advice: Ask anything from "What should I wear to a beach wedding?" to "How do I style this blazer?"
• Context-Aware Recommendations: Suggestions are based on your body analysis, style history, and even local weather.

🎭 Virtual Try-On ("Nano Banana")

Visualize your new look before you buy:

• Realistic Rendering: Using the "Nano Banana" model to realistically overlay garments onto your photo.
• High Fidelity: Matches textures, lighting, and fit to your specific body shape.

🛒 Marketplace Integration

Discover and shop products directly from Southeast Asia's leading marketplaces:

• Synced Catalogs: Real-time matching with products from Shopee, Lazada, and TikTok Shop.
• Vector Search Matching: Finds the closest real-world products to your AI-generated recommendations.

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🚀 Tech Stack

• Backend: Laravel 12
• Frontend: Vue 3 with Inertia.js & Tailwind CSS 4
• AI Orchestration:
  • Vision & Chat: Google Gemini 1.5 Flash (Free Tier optimized)
  • Visualization: Nano Banana (Gemini-based high-fidelity image editing)
• Database: MySQL with SpatiaLite for advanced Vector Search.
• Tools: Vite, Pest, Laravel Fortify.

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🛠️ Getting Started

Prerequisites

• PHP 8.2+
• Composer
• Node.js & npm
• A Google AI Studio API Key

Installation

1. Clone & Install:

   git clone <repository-url>
   cd bestfit
   composer install
   npm install

2. Environment Setup:

   cp .env.example .env
   # Update .env with your Database credentials and Gemini API Key
   # GEMINI_API_KEY=your_key_here

3. Initialize App:

   php artisan key:generate
   php artisan migrate

Development

Start the development servers:

# Terminal 1
php artisan serve

# Terminal 2
npm run dev

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📅 Roadmap

• Milestone 1: Visual Foundations (Body analysis & image upload).
• Milestone 2: The Stylist (Chat interface & recommendation logic).
• Milestone 3: Visualization (Nano Banana Virtual Try-On integration).
• Milestone 4: User Accounts, History & Saved Outfits.
• Milestone 5: Full Marketplace Integration & Final Polish.

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📄 License

This project is open-sourced software licensed under the MIT license.