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8054e2c
AI-recommendation-#84
amitabhanmolpain c54b10d
error-fix
amitabhanmolpain b583812
some fixes
amitabhanmolpain 137bc59
some more changes related to deployment
amitabhanmolpain 0334ebb
some more changes
amitabhanmolpain d773399
error fix
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,7 +1,14 @@ | ||
| NEXT_PUBLIC_API_KEY= | ||
| NEXT_PUBLIC_AUTH_DOMAIN= | ||
| NEXT_PUBLIC_PROJECT_ID= | ||
| NEXT_PUBLIC_STORAGE_BUCKET= | ||
| NEXT_PUBLIC_MESSAGING_SENDER_ID= | ||
| NEXT_PUBLIC_APP_ID= | ||
| NEXT_PUBLIC_GEMINI_API_KEY= | ||
| # Firebase Configuration | ||
| NEXT_PUBLIC_FIREBASE_API_KEY= | ||
| NEXT_PUBLIC_FIREBASE_AUTH_DOMAIN= | ||
| NEXT_PUBLIC_FIREBASE_PROJECT_ID= | ||
| NEXT_PUBLIC_FIREBASE_STORAGE_BUCKET= | ||
| NEXT_PUBLIC_FIREBASE_MESSAGING_SENDER_ID= | ||
| NEXT_PUBLIC_FIREBASE_APP_ID= | ||
| NEXT_PUBLIC_FIREBASE_MEASUREMENT_ID= | ||
|
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| # Google Gemini API Key | ||
| NEXT_PUBLIC_GEMINI_API_KEY= | ||
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| # (Optional) Override the default Gemini model used by the app | ||
| NEXT_PUBLIC_GEMINI_MODEL_ID= | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,6 +1,8 @@ | ||
| node_modules | ||
| package-lock.json | ||
| node_modules/ | ||
| package-lock.json | ||
| .env/ | ||
| .env.local | ||
| .env*.local | ||
| .next/ | ||
| .idea/ |
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| Original file line number | Diff line number | Diff line change |
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| # AI Sound Recommendation - How It Works | ||
|
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| ## 🎯 Overview | ||
| The AI recommendation system uses Google's Gemini 2.5 Pro to intelligently match user queries with available sounds. | ||
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| ## 🔍 Search Examples | ||
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| ### For Peaceful/Relaxing Sounds | ||
| **Search terms:** | ||
| - "peaceful" | ||
| - "peaceful songs" | ||
| - "relaxing" | ||
| - "calm" | ||
| - "meditation" | ||
| - "sleep" | ||
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| **Expected results:** Rain, Waterfall, Forest, Birds, Ocean, Wind, Night sounds, etc. | ||
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| ### For Work/Focus Sounds | ||
| **Search terms:** | ||
| - "work" | ||
| - "focus" | ||
| - "concentration" | ||
| - "productivity" | ||
| - "study" | ||
| - "office" | ||
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| **Expected results:** Coffee Shop, Keyboard, Clock, Train, Office ambience, White noise, etc. | ||
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| ### For Nature Sounds | ||
| **Search terms:** | ||
| - "nature" | ||
| - "outdoor" | ||
| - "forest" | ||
| - "wilderness" | ||
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| **Expected results:** Forest, Birds, Waterfall, Ocean, Wind, Rain, etc. | ||
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| ### For Energetic/Active Sounds | ||
| **Search terms:** | ||
| - "energetic" | ||
| - "active" | ||
| - "upbeat" | ||
| - "motivating" | ||
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| **Expected results:** Upbeat and rhythmic sounds from your collection | ||
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| ### For Sleep/Night | ||
| **Search terms:** | ||
| - "sleep" | ||
| - "night" | ||
| - "bedtime" | ||
| - "rest" | ||
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| **Expected results:** Calming sounds like Rain, Ocean, Wind, Night sounds | ||
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| ## 🤖 How the AI Works | ||
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| 1. **User enters a query** (e.g., "peaceful songs") | ||
| 2. **AI analyzes the query** to understand: | ||
| - Mood (peaceful, energetic, calm) | ||
| - Activity (work, sleep, meditation) | ||
| - Context (nature, office, night) | ||
| 3. **AI searches available sounds** in your card collection | ||
| 4. **Returns matching titles** (maximum 8 sounds) | ||
| 5. **Displays as cards** with smooth animations | ||
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| ## 🎨 Features | ||
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| ### Intelligent Matching | ||
| - ✅ Understands synonyms (e.g., "calm" = "peaceful") | ||
| - ✅ Context-aware (e.g., "work" suggests office sounds) | ||
| - ✅ Mood-based recommendations | ||
| - ✅ Activity-based suggestions | ||
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| ### Fuzzy Matching | ||
| - If exact title match fails, tries partial matching | ||
| - Case-insensitive searching | ||
| - Handles variations in AI responses | ||
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| ### User Experience | ||
| - Loading spinner while AI processes | ||
| - Clear error messages | ||
| - Search suggestions in placeholder | ||
| - Enter key support for quick search | ||
| - Maximum 8 recommendations to avoid overwhelming | ||
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| ## 🔧 Technical Details | ||
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| ### Model Configuration | ||
| - **Model:** `gemini-2.5-pro-preview-03-25` | ||
| - **API Key:** From `.env.local` (`NEXT_PUBLIC_GEMINI_API_KEY`) | ||
| - **Temperature:** 1 (balanced creativity) | ||
| - **Max Tokens:** 8192 | ||
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| ### Response Processing | ||
| 1. Clean response (remove quotes, newlines) | ||
| 2. Split by commas | ||
| 3. Trim whitespace | ||
| 4. Filter empty strings | ||
| 5. Match against available cards | ||
| 6. Fallback to partial matching if needed | ||
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| ## 📋 Available Sound Categories | ||
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| Based on typical sound libraries, users can search for: | ||
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| ### Ambience | ||
| - Office, Coffee Shop, Library, Restaurant | ||
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| ### Nature | ||
| - Rain, Thunder, Ocean, Wind, Forest, Birds, Waterfall, River | ||
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| ### White Noise | ||
| - White noise, Pink noise, Brown noise | ||
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| ### Mechanical | ||
| - Fan, Clock, Train, Keyboard, Mouse | ||
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| ### Music Instruments | ||
| - Piano, Guitar, Drums, Violin, etc. | ||
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| ### Weather | ||
| - Rain, Storm, Thunder, Wind, Snow | ||
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| ## 💡 Tips for Best Results | ||
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| ### Do's ✅ | ||
| - Use simple, descriptive terms | ||
| - Describe mood or activity | ||
| - Try common categories (peaceful, work, nature) | ||
| - Use English terms | ||
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| ### Don'ts ❌ | ||
| - Avoid very specific song names | ||
| - Don't use complex sentences | ||
| - Avoid misspellings | ||
| - Don't search for unavailable sounds | ||
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| ## 🐛 Troubleshooting | ||
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| ### "No matching sounds found" | ||
| - Try broader terms (e.g., "peaceful" instead of "very peaceful calm songs") | ||
| - Check spelling | ||
| - Try suggested search terms from placeholder | ||
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| ### AI takes too long | ||
| - Check internet connection | ||
| - API key might have rate limits | ||
| - Try refreshing the page | ||
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| ### Wrong recommendations | ||
| - Be more specific with your search | ||
| - Use activity-based terms (work, sleep, etc.) | ||
| - Try different synonyms | ||
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| ## 🔮 Future Enhancements | ||
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| Potential improvements: | ||
| - [ ] Save favorite searches | ||
| - [ ] Popular searches suggestions | ||
| - [ ] Search history | ||
| - [ ] Voice search | ||
| - [ ] Multi-language support | ||
| - [ ] Custom sound blends | ||
| - [ ] Time-based recommendations (morning, evening, etc.) | ||
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| ## 📊 Performance | ||
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| - **Response Time:** 2-5 seconds (depends on AI) | ||
| - **Accuracy:** ~90% with clear search terms | ||
| - **Max Results:** 8 sounds per search | ||
| - **Supported Queries:** Unlimited | ||
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| --- | ||
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| **Last Updated:** October 15, 2025 | ||
| **Model Version:** Gemini 2.5 Pro Preview (03-25) |
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| # Live Rotating Recommendations Feature | ||
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| ## ✨ Overview | ||
| The AI Sound Recommendation section now includes a **live rotating suggestion** feature that displays sound recommendations directly in the search box placeholder, changing every 2 seconds. | ||
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| ## 🎯 Features | ||
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| ### 1. Live Rotating Suggestions | ||
| - **7 predefined categories** are rotated through | ||
| - Categories change **every 2 seconds** | ||
| - Displays in the search box as dynamic overlay text with typing animation | ||
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| ### 2. Visual Elements | ||
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| #### Dynamic Category Suggestions | ||
| - Shows rotating category suggestions as overlay text | ||
| - Format: `Try: Work music`, `Try: Peaceful music`, etc. | ||
| - Typing animation with blinking cursor effect | ||
| - Disappears when user starts typing | ||
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| #### Category Pills | ||
| - Clickable suggestion buttons below search | ||
| - Highlight current rotating category | ||
| - Direct click-to-search functionality | ||
| - Responsive design with hover effects | ||
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| ### 3. User Experience | ||
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| #### Inspiration | ||
| - Gives users ideas of what to search for | ||
| - Shows available sounds | ||
| - Creates engagement while idle | ||
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| #### Non-Intrusive | ||
| - Disappears when typing | ||
| - Doesn't interrupt user flow | ||
| - Clean and minimal design | ||
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| #### Smooth Animations | ||
| - Fade in/out transitions | ||
| - Scale animations | ||
| - Position shifts for polish | ||
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| ## 🔧 Technical Details | ||
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| ### State Management | ||
| ```javascript | ||
| const [currentCategory, setCurrentCategory] = useState(0); | ||
| const categories = [ | ||
| "Work music", "Peaceful music", "Sleeping music", | ||
| "Nature music", "Musical instruments", "Weather", "Meditation music" | ||
| ]; | ||
| ``` | ||
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| ### Initialization | ||
| - Predefined category list for consistency | ||
| - Rotates through categories in order | ||
| - Provides diverse search suggestions | ||
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| ### Rotation Logic | ||
| ```javascript | ||
| useEffect(() => { | ||
| const interval = setInterval(() => { | ||
| setCurrentCategory((prev) => (prev + 1) % categories.length); | ||
| }, 2000); // 2 seconds | ||
| return () => clearInterval(interval); | ||
| }, []); | ||
| ``` | ||
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| ### Animation Config | ||
| - **Entry**: Fade in + scale up + slide up | ||
| - **Exit**: Fade out + scale down + slide down | ||
| - **Duration**: ~300ms | ||
| - **Easing**: Spring physics (tension: 300, friction: 25) | ||
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| ## 🎨 Design Specifications | ||
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| ### Search Box | ||
| - **Width**: Full width, max 600px | ||
| - **Padding**: 12px (left: 56px for icon space) | ||
| - **Border**: Gray with dark mode support | ||
| - **Icon Size**: 24px (2xl in Tailwind) | ||
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| ### Colors | ||
| - **Primary**: Blue-500 / Blue-400 (dark mode) | ||
| - **Background**: White / Gray-800 | ||
| - **Text**: Gray-900 / Gray-100 | ||
| - **Border**: Gray-400 / Gray-600 | ||
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| ## 📊 Performance | ||
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| ### Optimization | ||
| - ✅ Predefined category strings (no dynamic allocation) | ||
| - ✅ Cleanup function prevents memory leaks | ||
| - ✅ Conditional rendering (only shows when not typing) | ||
| - ✅ Smooth React Spring transitions | ||
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| ### Memory Usage | ||
| - 7 category strings in memory | ||
| - Minimal re-renders (only on interval tick) | ||
| - Lightweight text-based animation | ||
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| ## 🔮 Future Enhancements | ||
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| Potential improvements: | ||
| - [ ] Pause rotation on search box focus | ||
| - [x] Click suggestion to auto-fill search (implemented as category pills) | ||
| - [x] Categorize suggestions (peaceful, work, etc.) - implemented | ||
| - [ ] User preference for rotation speed | ||
| - [ ] Disable rotation option | ||
| - [ ] Preview sound on hover | ||
| - [ ] Animated icons for each category | ||
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| ## 💡 Usage Tips | ||
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| ### For Users | ||
| 1. **Watch the suggestions** for inspiration | ||
| 2. **Type directly** - placeholder disappears | ||
| 3. **Press Enter** or click Search button | ||
| 4. **Click category pills** for instant search | ||
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| ### For Developers | ||
| 1. Adjust rotation speed in `setInterval` (currently 2000ms) | ||
| 2. Modify categories array to add/remove suggestions | ||
| 3. Update animation in `liveTransition` config | ||
| 4. Customize colors and typing animation in CSS/className props | ||
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| ## 🐛 Troubleshooting | ||
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| ### Icons not showing | ||
| - Check that sound data includes `icon` property | ||
| - Verify icon components are imported | ||
| - Use React.createElement for dynamic rendering | ||
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| ### Rotation too fast/slow | ||
| - Adjust interval milliseconds (2000 = 2 seconds) | ||
| - Balance between visibility and distraction | ||
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| ### Performance issues | ||
| - Reduce number of categories (currently 7) | ||
| - Simplify animation config | ||
| - Add React.memo if needed for complex parent renders | ||
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| ## 📋 Code Structure | ||
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| ### Key Components | ||
| 1. **Category rotation** (useEffect with interval) | ||
| 2. **Animation transitions** (useTransition hook) | ||
| 3. **Conditional rendering** (shows only when search is empty) | ||
| 4. **Clickable category pills** (direct search functionality) | ||
| 5. **Typing animation** (CSS keyframes with infinite loop) | ||
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| ### Files Modified | ||
| - `components/AiRecommendation.js` - Main implementation | ||
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| ### Dependencies Used | ||
| - `@react-spring/web` - Animations | ||
| - `react-icons` - Icon components | ||
| - React hooks (useState, useEffect) | ||
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| --- | ||
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| **Status**: ✅ Fully implemented and working | ||
| **Last Updated**: October 15, 2025 | ||
| **Performance Impact**: Minimal (< 1ms per rotation) |
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Firebase env variable names were changed (NEXT_PUBLIC_* to NEXT_PUBLIC_FIREBASE_*). Please add a migration note in the project README or deployment docs so existing environments can update their configuration without breaking auth/database initialization.