E-commerce platform powered by agents with vector search, recommendations, order/cart management capabilities.

S-TORE: AI-Powered E-commerce Platform

A full-stack e-commerce platform featuring an intelligent AI shopping assistant, vector-based product search with Pinecone, and a modern React/Next.js frontend. Chatbot with advanced product search, recommendations, and order/cart management.

Features

AI Shopping Assistant

• Natural language product search and recommendations
• State-of-the-art AI with 1M token context window
• Advanced conversation memory and tool orchestration
• AI-driven product suggestions based on user behavior

Advanced Search & Discovery

• Vector-based product discovery using Pinecone
• Find products by description, features, or use cases
• Price range, brand, category, ratings, and availability
• Context-aware product suggestions

Complete E-commerce Experience

• Persistent cart with real-time updates
• Favorites, likes, and personalized settings
• Real-time stock management and availability

Architecture

├── Frontend (Next.js)
│   ├── Modern UI
│   ├── Responsive design & animations
│   ├── Real-time chat interface
│   └── Shopping cart & product pages
│
├── Backend API (Flask + Python)
│   ├── RESTful API endpoints
│   ├── JWT authentication
│   ├── Database models & services
│   └── AI chatbot integration
│
├── AI Services
│   ├── Google Gemini Flash 2.0
│   ├── LangChain orchestration
│   ├── Pinecone vector database
│   └── Sentence Transformers
│
└── Data Layer
    ├── SQLite database (for dev)
    ├── Vector embeddings
    └── Session management

Quick Start

Prerequisites

• Node.js 18+ (for frontend)
• Python 3.12+ (for backend)
• Google AI Studio API key
• Pinecone account and API key

Tech

• Language Model: Google Gemini Flash 2.0
• Framework: LangChain for orchestration
• Vector Database: Pinecone for semantic search
• Embeddings: Sentence Transformers

Development Guideli