6.0 KiB
Video Model Education System - Implementation Complete ✅
Overview
Created a comprehensive, non-technical model education system to help content creators choose the right AI model for their video generation needs. The system provides clear, creator-focused information without technical jargon.
Implementation Summary
1. Backend Implementation ✅
Google Veo 3.1 Service (backend/services/llm_providers/video_generation/wavespeed_provider.py):
- ✅ Complete implementation following same pattern
- ✅ Duration: 4, 6, or 8 seconds
- ✅ Resolution: 720p or 1080p
- ✅ Aspect ratios: 16:9 or 9:16
- ✅ Audio generation support
- ✅ Negative prompt support
- ✅ Seed control
- ✅ Progress callbacks
- ✅ Error handling
Factory Function Updated:
- ✅ Added Veo 3.1 to model mappings
- ✅ Supports:
"veo3.1","google/veo3.1","google/veo3.1/text-to-video"
2. Frontend Model Education System ✅
Model Information (frontend/src/components/VideoStudio/modules/CreateVideo/models/videoModels.ts):
- ✅ Comprehensive model data for 3 models:
- HunyuanVideo-1.5
- LTX-2 Pro
- Google Veo 3.1
- ✅ Non-technical, creator-focused descriptions
- ✅ Use case recommendations
- ✅ Strengths and limitations
- ✅ Pricing information
- ✅ Tips for best results
Model Selector Component (frontend/src/components/VideoStudio/modules/CreateVideo/components/ModelSelector.tsx):
- ✅ Dropdown with model selection
- ✅ Real-time compatibility checking
- ✅ Cost calculation based on selected model
- ✅ Expandable details panel
- ✅ Visual indicators (audio support, compatibility)
- ✅ Best-for use cases display
- ✅ Pro tips section
3. UI Integration ✅
GenerationSettingsPanel:
- ✅ Model selector integrated (only for text-to-video mode)
- ✅ Positioned after mode toggle, before prompt input
- ✅ Seamless integration with existing UI
useCreateVideo Hook:
- ✅ Added
selectedModelstate (default: 'hunyuan-video-1.5') - ✅ Updated cost calculation to use model-specific pricing
- ✅ Model selection persists across settings changes
Model Information Structure
Each model includes:
-
Basic Info:
- Name & tagline
- Description (non-technical)
-
Capabilities:
- Best for (use cases)
- Strengths
- Limitations
-
Technical Specs (for compatibility):
- Durations supported
- Resolutions supported
- Aspect ratios
- Audio support
-
Pricing:
- Cost per second by resolution
-
Education:
- Example use cases
- Tips for best results
Model Comparison
| Feature | HunyuanVideo-1.5 | LTX-2 Pro | Google Veo 3.1 |
|---|---|---|---|
| Best For | Social media, quick content | Production, YouTube | Multi-platform, flexible |
| Duration | 5, 8, 10s | 6, 8, 10s | 4, 6, 8s |
| Resolution | 480p, 720p | 1080p (fixed) | 720p, 1080p |
| Audio | ❌ No | ✅ Yes | ✅ Yes |
| Cost (720p) | $0.04/s | N/A | $0.08/s |
| Cost (1080p) | N/A | $0.06/s | $0.12/s |
| Speed | Fast | Medium | Medium |
| Quality | Good | Excellent | Excellent |
User Experience Features
1. Smart Compatibility Checking
- ✅ Models incompatible with current settings are disabled
- ✅ Clear reason shown (e.g., "Duration 5s not supported")
- ✅ Only compatible models shown as selectable
2. Real-Time Cost Calculation
- ✅ Cost updates based on selected model
- ✅ Shows estimated cost in model selector
- ✅ Updates when duration/resolution changes
3. Educational Content
- ✅ Expandable details panel
- ✅ Strengths listed with checkmarks
- ✅ Pro tips for best results
- ✅ Best-for use cases as chips
4. Visual Indicators
- ✅ Audio support indicator (green/red)
- ✅ Cost chip with pricing
- ✅ Compatibility warnings
- ✅ Model tagline for quick understanding
Creator-Focused Messaging
HunyuanVideo-1.5
- Tagline: "Lightweight & Fast - Perfect for Quick Content"
- Best For: Instagram Reels, TikTok, quick social media content
- Tips: Use for 5-8 second clips, describe motion clearly
LTX-2 Pro
- Tagline: "Production Quality with Synchronized Audio"
- Best For: YouTube, professional marketing, music videos
- Tips: Audio automatically matches motion, best for 6-8 second clips
Google Veo 3.1
- Tagline: "High-Quality with Flexible Options"
- Best For: YouTube, multi-platform content, flexible needs
- Tips: Use negative prompts, seed for consistency, 720p for social, 1080p for YouTube
Next Steps
- ✅ Backend: All 3 models implemented
- ✅ Frontend: Model education system complete
- ⏳ Testing: Test model selection and cost calculation
- ⏳ Additional Models: Add LTX-2 Fast and Retake when ready
Files Created/Modified
Backend
- ✅
backend/services/llm_providers/video_generation/wavespeed_provider.py- Added
GoogleVeo31Serviceclass - Updated factory function
- Added
Frontend
- ✅
frontend/src/components/VideoStudio/modules/CreateVideo/models/videoModels.ts(NEW) - ✅
frontend/src/components/VideoStudio/modules/CreateVideo/components/ModelSelector.tsx(NEW) - ✅
frontend/src/components/VideoStudio/modules/CreateVideo/components/GenerationSettingsPanel.tsx(MODIFIED) - ✅
frontend/src/components/VideoStudio/modules/CreateVideo/hooks/useCreateVideo.ts(MODIFIED) - ✅
frontend/src/components/VideoStudio/modules/CreateVideo/CreateVideo.tsx(MODIFIED) - ✅
frontend/src/components/VideoStudio/modules/CreateVideo/components/index.ts(MODIFIED)
Summary
✅ Complete model education system for content creators ✅ 3 models implemented (HunyuanVideo-1.5, LTX-2 Pro, Google Veo 3.1) ✅ Non-technical, creator-focused descriptions and tips ✅ Smart compatibility checking prevents invalid selections ✅ Real-time cost calculation based on model selection ✅ Expandable educational content for informed decisions
The system is ready for testing and provides end users with all the information they need to choose the right AI model for their content creation needs.