Search products naturally using Semantic Vector Search and receive AI-powered shopping insights in a fast, modern shopping experience.
- Next.js (App Router)
- JavaScript
- CSS
- Next.js API Routes
- MongoDB Atlas
- MongoDB Compass
- Gemini Embedding API
- MongoDB Atlas Vector Search
- OpenRouter API
Traditional e-commerce platforms rely on keyword-based search, which often fails to understand what users actually mean.
ShopSense AI uses Gemini Embeddings and MongoDB Atlas Vector Search to understand the meaning behind a user's query and retrieve semantically relevant products instead of exact keyword matches.
Each product also includes an AI Shopping Assistant powered by OpenRouter, allowing users to quickly learn about a product through concise AI-generated insights such as:
- 👍 Pros & Cons
- 💰 Worth the Money?
- 🎯 Best For
- ✨ Best Occasion
The goal of this project is to make product discovery faster, smarter, and more intuitive using modern AI technologies.