v4.1.0

4.1.0 (v4.1.0) — 2026-09-02

Browse Collections & Discovery UI/UX Overhaul

• Horizontal Mouse Wheel & Drag Scrolling: Enabled smooth horizontal scrolling on #categoriesGrid with mouse wheel controls, mouse drag-to-scroll, and left/right navigation arrows (#categoriesPrevBtn, #categoriesNextBtn).
• 3D Card Aesthetics: Upgraded collection cards with 3D hover elevation (translateY(-6px) scale(1.03)), smooth cover image zoom (1.1x), glowing glassmorphic count badges (⚡ 8), and active selection highlight rings (.active-selected).
• "View All Collections" Frosted Blur Explorer Modal: Added a section header flex bar with a total collection count badge (#collectionsCountBadge) and a "View All Collections →" action button opening a full-screen frosted glass backdrop blur modal (#allCollectionsModal). Includes live search (#modalCollectionSearch) across all collections with thumbnail cover art and wallpaper counts.

Search Auto-Complete & Weighted Ranking Engine

• YouTube-Style Auto-Complete Suggestions: Added a real-time auto-complete dropdown (#searchSuggestionsDropdown) below #globalSearchInput showing matching Collections, Tags, and Wallpaper Titles with query term highlighting (.suggestion-highlight) and full keyboard navigation (Up/Down arrows + Enter).
• Weighted Search Relevance Engine: Implemented relevance scoring for search terms (+100 tag match, +90 collection match, +80 title match, +15 description match), dynamically sorting gallery results by relevance score descending.
• Top Searches & Randomizer: Relocated popular search tags to a "🔥 Top Searches" header bar equipped with a 🎲 Shuffle button to randomize tag suggestions dynamically.

4-Table Database Architecture Migration & Optimization

• Database Simplification: Migrated database down to 4 core tables (wallpapers, collections, tags, wallpaper_collections, wallpaper_tags), eliminating legacy ai_jobs, collection_keywords, categories, and obsolete columns (status, confidence, indexed_at, characters, franchises, styles, moods, other_attributes, ai_confidence, nsfw).
• Prisma ORM Integration: Added web/prisma/schema.prisma mapping the 4 core models with @prisma/client.
• Image & Data Safety Guarantee: 100% of wallpaper records, metadata, titles, descriptions, collection assignments, tags, and images in the Supabase storage bucket (wallpapers/) were safely preserved.
• Resilient Image Downloader: Wrapped image downloads in defensive try/catch checks to handle missing CDN files (404) gracefully without interrupting wallpaper downloads or crashing the desktop sync process.