Refine persistent storage path logic for HF Spaces

Enable persistent SQLite storage for Hugging Face Spaces using the /data mount

Easter Egg update: Show 'Your Name' quotes whenever 0 results are found to 'cheer up' the user

Add 'Your Name' easter egg: random movie quotes for themed searches

Upgrade AI 'Neural Context' to understand cultural/anime references (Your Name red thread)

Ultra-optimize AI and Scraper for niche items (needles, toothpicks, etc.) and product discovery logic

Fix: Make AI intent parsing more lenient and prevent clarification loops for queries like 'test labs'

Fix HF connect error: explicitly set app_port and relax helmet security for iframes

Fix HF connectivity: bind to 0.0.0.0 and restore path module

Fix build error: Use Next.js static export (out folder) instead of dist

Optimize for Hugging Face deployment

Initial commit of RedThread project