fix: Overhaul dropdown logic for Cloud deployment contexts

fix: Expose Oauth Client ID to static frontend

chore: Restructure architecture for Hugging Face Docker Space deployment

feat: Implement secure Hugging Face OAuth and patch Next.js vulnerability

Phase 5.5: UI Model Selection & Enhanced Fault Diagnostics

Migrate to Next.js & FastAPI Architecture with Premium UI