Supabase·2yIn-Browser Semantic AI Search with PGlite and Transformers.js
The post introduces a method for building an in-browser semantic search experience using PGlite, pgvector, and Transformers.js. This setup could benefit eCommerce sites by quickly surfacing relevant products without server roundtrips. It includes instructions for setting up the database schema and code examples for a React application, enabling local storage and retrieval of text and embeddings using IndexedDB.
Towards AI·2ySimilarity-based Based Recommendation Systems Algorithms
Similarity-based recommendation systems use either user-user or item-item similarities to provide recommendations. User-user similarity systems compare users' preferences, while item-item systems compare items. Amazon popularized item-item similarity due to its stability over time, making it more effective in environments where user preferences change frequently. Overall, item-item approaches are preferred when there are more users than items.
Meilisearch·2yBuild your Next.js Shopify storefront with Blazity
A comprehensive guide to setting up a Next.js storefront for your Shopify store using the Blazity Enterprise Ecommerce starter. This setup involves using Node.js, Yarn, and Meilisearch for search capabilities. Detailed steps include creating a Shopify store, installing Shopify Headless, configuring API permissions, and syncing data with Meilisearch. The guide covers all necessary credentials and test setups to get your storefront running efficiently.
Towards AI·2yBuild Product Knowledge Graph using LLM
A Product Knowledge Graph organizes and connects details about products to improve user experiences in e-commerce. This tutorial explains how to use the Zepto product catalog and LLM-based named entity recognition to build a Product Knowledge Graph. Leveraging frameworks like Tensorlake's Indexify, it addresses the cold-start problem and effectively extracts product attributes. The system identifies new brands, checks for duplicates, and updates the database for better catalog management.
UX Planet·2yDesignarchy Vol. 13
Designarchy Vol. 13 shares a curated list of creative resources and inspirations ranging from loading animations, data visualizations, and pitch deck designs to minimal e-commerce layouts and AI-powered writing tools. Highlighted items include Griffin Johnston's loading animation library, Federica Fragapane's data visualization project, and Deck.Gallery's collection of pitch decks. The post encourages readers to explore these resources to elevate their creative projects.
Community Picks·2y7 Awesome Multi-Tenant Features in Headless CMS That'll Make Your Life Easier
Headless CMS platforms are surpassing traditional CMS by offering robust multi-tenant features such as multilingual content management, multi-domain support, multi-regional content delivery, built-in A/B testing, personalized content delivery, omnichannel content distribution, and customizable user roles and permissions. These features enhance performance, SEO, and overall web strategy, making content management more dynamic and efficient.
Collections·2yYour Next Store: Modern Commerce Solution with Next.js and Stripe
Your Next Store is a modern e-commerce platform that uses Next.js for the frontend and Stripe for backend payment processing. It includes Node.js support, efficient package management with pnpm, integrated payment processing with Stripe, and an admin dashboard for site management. Deployment is simplified using Vercel, and upcoming features include user authentication and invoicing. It offers a customizable, scalable solution for online stores, with priority support available through YNS Cloud.
PHP Dev·2ySuper Simple PHP Headless WooCommerce
Super Simple PHP Headless WooCommerce provides a minimal solution for building a headless WooCommerce store using PHP. The application leverages WooCommerce’s REST API to manage products, carts, and the checkout process without relying on the traditional WordPress interface. Features include seamless API integration, dynamic cart management, a simple checkout process, and minimal dependencies. The post also outlines the installation steps and project structure.