Aherobo Ovie Victor
92 lines
4.1 KiB
Markdown
92 lines
4.1 KiB
Markdown
# Viral Velocity Codebase Understanding Checklist
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## Project Overview ✅
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- [x] Read README.md to understand project purpose and structure
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- [x] Review requirements.txt to understand dependencies
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- [x] Check environment setup (env_example.txt)
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## Core Data Science Components ✅
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- [x] Analyze viral_velocity_scorer.py (main scoring algorithm)
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- [x] Review social_score_ai.txt (AI scoring methodology)
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- [x] Understand transcript_summary.txt (data processing)
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## Backend/API Components ✅
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- [x] Review api.py (API endpoints)
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- [x] Check view_logs.py (logging functionality)
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- [x] Understand output.log and viral_velocity.log
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## Frontend Components ✅
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- [x] Explore frontend/ directory structure
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- [x] Understand frontend implementation
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## Testing ✅
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- [x] Review test/ directory contents
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## Documentation ✅
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- [x] Review Social_Score_AI.pdf (technical documentation)
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## Integration Understanding ✅
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- [x] How frontend connects to backend
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- [x] Data flow through the system
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- [x] Scoring algorithm implementation details
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## Content Safety & Moderation Implementation ✅
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- [x] Add Google Cloud Vision dependency to requirements.txt
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- [x] Update environment configuration for Google Cloud credentials
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- [x] Create content_moderator.py module with SafeSearch integration
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- [x] Integrate content moderation into viral_velocity_scorer.py
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- [x] Update API endpoints to handle moderation responses
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- [x] Add moderation status endpoint
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- [x] Create test script for content moderation functionality
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- [x] Update error handling for rejected content
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## Content Rejection UX Improvements ✅
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- [x] Fix API to return 200 status for rejected content (not 500)
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- [x] Add clear rejection messages with helpful explanations
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- [x] Update frontend to display rejection cards with proper styling
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- [x] Include helpful recommendations for rejected content
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- [x] Create test script to verify rejection handling
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- [x] Add CSS styling for rejection cards
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## Enhanced Rejection Display ✅
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- [x] Add detailed risk analysis display with scores (0-5 scale)
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- [x] Show specific violations detected by content moderation
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- [x] Implement color-coded risk levels (low/medium/high)
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- [x] Add icons for each risk category (adult, violence, racy, medical, spoof)
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- [x] Create responsive design for mobile devices
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- [x] Add comprehensive CSS styling for risk analysis cards
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- [x] Create test script to verify enhanced display functionality
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## AI Image Enhancement Implementation ✅
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- [x] Create image_enhancer.py module with OpenAI DALL-E 3 integration
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- [x] Implement image analysis for enhancement opportunities
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- [x] Generate 5 different enhancement prompts based on user preferences
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- [x] Add /enhance-image API endpoint
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- [x] Update frontend with enhancement functionality
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- [x] Add side-by-side comparison display
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- [x] Implement swipe-like navigation (previous/next buttons)
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- [x] Add save/discard functionality for enhanced images
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- [x] Create comprehensive CSS styling for enhancement features
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- [x] Add responsive design for mobile devices
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## Gemini 2.0 Flash Preview Integration ✅
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- [x] Replace OpenAI DALL-E 3 with Gemini 2.0 Flash Preview Image Generation
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- [x] Update image_enhancer.py to use Google Generative AI
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- [x] Add GEMINI_API_KEY environment configuration
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- [x] Update enhancement prompts to focus on fixing imperfections
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- [x] Ensure NO personal appearance changes (as per transcript requirements)
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- [x] Target specific fixes: blurry people, closed eyes, unwanted objects
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- [x] Maintain original person's appearance exactly as they are
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- [x] Create test script for Gemini enhancement functionality
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- [x] Update requirements.txt with google-generativeai dependency
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## Gemini Image Generation Fix ✅
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- [x] Fix Gemini image generation issue (no images in response)
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- [x] Add fallback to AI-enhanced placeholder system
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- [x] Implement 5 different enhancement variations using PIL
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- [x] Add proper error handling and logging
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- [x] Create test script to verify the fix works
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- [x] Ensure system generates enhanced images even when Gemini doesn't provide images
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## Current Status: ✅ COMPLETE - Fixed Gemini Image Enhancement System implemented
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