I Built a Search Engine for 600K Shopify Products!

shopify-search.up.railway.app This video introduces a new project titled 'Shopify Search,' a unified database of 646,000 Shopify products from around 1,500 stores. Demonstrating the full-text search capabilities in a PostgreSQL database, I showcase how users can find products and access detailed product information, including price and images. The project also features a recommendation system built using Sentence Transformers and allows users to add or remove domains. The video covers the technical aspects, including front-end development with Next.js, design choices, and future enhancement ideas such as multimodal and collaborative filtering-based search. Feedback on the design and functionality is encouraged. 00:00 Introduction to the New Project 00:47 Exploring the Shopify Search Engine 01:05 Product Details and Recommender System 01:45 Data Source and User Features 02:25 Technical Implementation 02:48 Design and Creative Process 03:39 Future Enhancements and Ideas 04:56 Conclusion and Feedback Request