FIX: Avoid mixed-content by using root_path static URLs in template

FIX: Generate static asset URLs via request.url_for for HF Spaces path compatibility

feat: chat interface upgrades

feat: Add Gemini/Ollama toggle functionality with API error fixes

project complete