Base code

2026-01-08 22:39:53 +07:00
parent 697115c61a
commit c35fa52117
2169 changed files with 626670 additions and 0 deletions
--- a/docs/WAVESPEED_AI_FEATURE_PROPOSAL.md
+++ b/docs/WAVESPEED_AI_FEATURE_PROPOSAL.md
@@ -0,0 +1,516 @@
+# WaveSpeed AI Models Integration: Feature Proposal for ALwrity
+
+## Executive Summary
+
+This document outlines strategic feature enhancements for ALwrity's AI digital marketing platform by integrating advanced AI models from WaveSpeed.ai. These integrations will expand ALwrity's content creation capabilities from text-based content to comprehensive multimedia marketing solutions, positioning ALwrity as a complete end-to-end marketing content platform.
+
+---
+
+## Current ALwrity Capabilities
+
+### Existing Features
+- **Text Content Generation**: Blog posts, LinkedIn content, Facebook posts
+- **SEO Dashboard**: Comprehensive SEO analysis and optimization
+- **Content Strategy**: AI-powered persona development and content calendars
+- **Story Writer**: Multi-phase story generation with basic video/image/audio
+- **Image Generation**: Stability AI, Gemini, HuggingFace (text-to-image)
+- **Video Generation**: Basic text-to-video via HuggingFace (tencent/HunyuanVideo)
+
+### Current Limitations
+- Limited video quality options (single provider)
+- No audio-synchronized video generation
+- No avatar/lipsync capabilities
+- Basic image generation (no advanced creative options)
+- No voice cloning for personalized audio
+- Limited multilingual video content support
+
+---
+
+## Proposed New Features from WaveSpeed Models
+
+### 1. **Advanced Video Content Creation Suite**
+
+#### 1.1 Alibaba WAN 2.5 Text-to-Video
+**Model**: `alibaba/wan-2.5/text-to-video`
+
+**Capabilities**:
+- Generate 480p/720p/1080p videos from text prompts
+- Synchronized audio/voiceover generation
+- Automatic lip-sync for generated speech
+- Multilingual support (including Chinese)
+- Up to 10 seconds duration
+- 6 aspect ratio/size options
+- Custom audio upload support (3-30 seconds, wav/mp3, ≤15MB)
+
+**ALwrity Marketing Use Cases**:
+- **Product Demo Videos**: Create professional product demonstration videos from product descriptions
+- **Social Media Shorts**: Generate engaging short-form video content for TikTok, Instagram Reels, YouTube Shorts
+- **Educational Content**: Transform blog posts into video tutorials with synchronized narration
+- **Promotional Videos**: Create marketing videos with custom voiceovers for campaigns
+- **Multilingual Marketing**: Generate video content in multiple languages for global campaigns
+- **LinkedIn Video Posts**: Professional video content optimized for LinkedIn engagement
+
+**Integration Points**:
+- Extend existing Story Writer video generation
+- New "Video Content Creator" module in main dashboard
+- Integration with Blog Writer to convert articles to videos
+- Social media content calendar with video suggestions
+
+**Pricing Alignment**:
+- 480p: $0.05/second
+- 720p: $0.10/second  
+- 1080p: $0.15/second
+- More affordable than Google Veo3, making it accessible for solopreneurs
+
+---
+
+#### 1.2 Alibaba WAN 2.5 Image-to-Video
+**Model**: `alibaba/wan-2.5/image-to-video`
+
+**Capabilities**:
+- Convert static images to dynamic videos
+- Add synchronized audio/voiceover
+- Maintain image consistency while adding motion
+- Same resolution and duration options as text-to-video
+
+**ALwrity Marketing Use Cases**:
+- **Product Showcase**: Animate product images for e-commerce
+- **Portfolio Enhancement**: Transform static portfolio images into dynamic presentations
+- **Social Media Content**: Repurpose existing images into engaging video content
+- **Email Marketing**: Create animated product images for email campaigns
+- **Website Hero Videos**: Convert hero images into dynamic background videos
+- **Before/After Animations**: Create engaging transformation videos
+
+**Integration Points**:
+- Connect with existing image generation service
+- "Animate Image" feature in image gallery
+- Bulk image-to-video conversion for content libraries
+- Integration with LinkedIn image posts
+
+---
+
+### 2. **AI Avatar & Personalization Suite**
+
+#### 2.1 Hunyuan Avatar - Audio-Driven Talking Avatars
+**Model**: `wavespeed-ai/hunyuan-avatar`
+
+**Capabilities**:
+- Create talking/singing avatars from single image + audio
+- 480p/720p resolution
+- Up to 120 seconds duration
+- Character consistency preservation
+- Emotion-controllable animations
+- Multi-character dialogue support
+- High-fidelity lip-sync
+
+**ALwrity Marketing Use Cases**:
+- **Personal Branding**: Create personalized video messages from founder/CEO photos
+- **Customer Service Videos**: Generate FAQ videos with company spokesperson avatar
+- **Training Content**: Create educational videos with consistent instructor avatar
+- **Product Explainer Videos**: Use product images or brand mascots as talking avatars
+- **Multilingual Content**: Generate videos in multiple languages using same avatar
+- **Email Personalization**: Create personalized video messages for email campaigns
+- **Social Media**: Consistent brand spokesperson across all video content
+
+**Integration Points**:
+- New "Avatar Studio" module
+- Integration with persona system for brand voice consistency
+- Connect with voice cloning for complete personalization
+- LinkedIn personal branding features
+
+**Pricing**: Starts at $0.15/5 seconds
+
+---
+
+#### 2.2 InfiniteTalk - Long-Form Avatar Lipsync
+**Model**: `wavespeed-ai/infinitetalk`
+
+**Capabilities**:
+- Audio-driven avatar lipsync (image-to-video)
+- Up to 10 minutes duration
+- 480p/720p resolution
+- Precise lip synchronization
+- Full-body coherence (head, face, body movements)
+- Identity preservation across unlimited length
+- Instruction following (text prompts for scene/pose control)
+
+**ALwrity Marketing Use Cases**:
+- **Long-Form Content**: Create extended video content (tutorials, webinars, courses)
+- **Podcast-to-Video**: Convert audio podcasts into video format with host avatar
+- **Webinar Creation**: Generate webinar content with consistent presenter
+- **Course Content**: Create educational course videos with instructor avatar
+- **Interview Videos**: Transform audio interviews into video format
+- **Thought Leadership**: Extended video content for LinkedIn and YouTube
+- **Brand Storytelling**: Long-form brand narrative videos
+
+**Integration Points**:
+- Extended content creation for Story Writer
+- Podcast-to-video conversion tool
+- Course content generation module
+- YouTube content creation workflow
+
+**Pricing**:
+- 480p: $0.15/5 seconds
+- 720p: $0.30/5 seconds
+- Billing capped at 600 seconds (10 minutes)
+
+---
+
+### 3. **Advanced Image Generation**
+
+#### 3.1 Ideogram V3 Turbo - Photorealistic Image Generation
+**Model**: `ideogram-ai/ideogram-v3-turbo`
+
+**Capabilities**:
+- High-quality photorealistic image generation
+- Creative and styled image creation
+- Consistent style maintenance
+- Advanced prompt understanding
+
+**ALwrity Marketing Use Cases**:
+- **Social Media Visuals**: Create unique, brand-consistent images for social posts
+- **Blog Post Images**: Generate custom featured images for blog articles
+- **Ad Creative**: Create diverse ad visuals for A/B testing
+- **Email Campaign Images**: Custom visuals for email marketing
+- **Website Graphics**: Generate hero images, banners, and graphics
+- **Product Mockups**: Create product visualization images
+- **Brand Assets**: Consistent visual style across all marketing materials
+
+**Integration Points**:
+- Enhance existing image generation service
+- LinkedIn image generation (already partially implemented)
+- Blog Writer image suggestions
+- Social media content calendar with image previews
+
+---
+
+#### 3.2 Qwen Image - Text-to-Image
+**Model**: `wavespeed-ai/qwen-image/text-to-image`
+
+**Capabilities**:
+- High-quality text-to-image generation
+- Diverse style options
+- Fast generation times
+
+**ALwrity Marketing Use Cases**:
+- **Rapid Visual Creation**: Quick image generation for time-sensitive campaigns
+- **A/B Testing**: Generate multiple image variations for testing
+- **Content Library**: Build library of marketing visuals
+- **Brand Consistency**: Maintain visual style across content
+
+**Integration Points**:
+- Alternative image generation provider
+- Bulk image generation for content calendars
+- Integration with content strategy module
+
+---
+
+### 4. **Voice Cloning & Audio Personalization**
+
+#### 4.1 Minimax Voice Clone
+**Model**: `minimax/voice-clone`
+
+**Capabilities**:
+- Clone voices from audio samples
+- Generate personalized voiceovers
+- Maintain voice characteristics
+- Multilingual voice generation
+
+**ALwrity Marketing Use Cases**:
+- **Brand Voice Consistency**: Use founder/CEO voice across all video content
+- **Personalized Marketing**: Create personalized video messages with customer's name
+- **Multilingual Content**: Generate voiceovers in multiple languages with same voice
+- **Podcast Production**: Create consistent podcast host voice
+- **Video Narration**: Professional voiceovers for all video content
+- **Email Audio**: Add personalized audio messages to email campaigns
+- **Social Media**: Consistent voice across all video content
+
+**Integration Points**:
+- Connect with Hunyuan Avatar and InfiniteTalk for complete avatar solution
+- Integration with WAN 2.5 for synchronized audio
+- Voice library management system
+- Brand voice consistency across all content
+
+---
+
+## Strategic Feature Prioritization
+
+### Phase 1: High-Impact, Quick Wins (3-4 months)
+1. **Alibaba WAN 2.5 Text-to-Video** - Expands video capabilities significantly
+2. **Ideogram V3 Turbo** - Enhances existing image generation
+3. **Alibaba WAN 2.5 Image-to-Video** - Repurposes existing image assets
+
+**Rationale**: These features build on existing capabilities, require minimal new UI, and provide immediate value to users.
+
+---
+
+### Phase 2: Personalization & Engagement (4-6 months)
+4. **Hunyuan Avatar** - Enables personalized video content
+5. **Minimax Voice Clone** - Completes personalization suite
+6. **Qwen Image** - Additional image generation option
+
+**Rationale**: These features differentiate ALwrity by enabling true personalization, which is critical for modern marketing.
+
+---
+
+### Phase 3: Long-Form Content (6-8 months)
+7. **InfiniteTalk** - Enables extended video content creation
+
+**Rationale**: This feature opens new content types (courses, webinars) and requires more complex UI/workflow.
+
+---
+
+## Integration Architecture
+
+### Backend Integration
+```
+backend/
+├── services/
+│   ├── llm_providers/
+│   │   ├── wavespeed_video_generation.py  # WAN 2.5 text/image-to-video
+│   │   ├── wavespeed_avatar_generation.py # Hunyuan Avatar, InfiniteTalk
+│   │   ├── wavespeed_image_generation.py  # Ideogram, Qwen
+│   │   └── minimax_voice_clone.py         # Voice cloning
+│   └── wavespeed/
+│       ├── client.py                      # WaveSpeed API client
+│       ├── models.py                      # Model configurations
+│       └── pricing.py                     # Cost tracking
+```
+
+### Frontend Integration
+```
+frontend/src/
+├── components/
+│   ├── VideoCreator/
+│   │   ├── TextToVideoSection.tsx
+│   │   ├── ImageToVideoSection.tsx
+│   │   └── VideoPreview.tsx
+│   ├── AvatarStudio/
+│   │   ├── AvatarCreator.tsx
+│   │   ├── VoiceUpload.tsx
+│   │   └── AvatarPreview.tsx
+│   └── VoiceCloning/
+│       ├── VoiceTrainer.tsx
+│       └── VoiceLibrary.tsx
+```
+
+---
+
+## Business Value & Competitive Advantages
+
+### For Solopreneurs
+1. **Cost Efficiency**: More affordable than Google Veo3, making professional video accessible
+2. **Time Savings**: Automated video creation eliminates need for video production teams
+3. **Multilingual Support**: Reach global audiences without translation teams
+4. **Personalization at Scale**: Create personalized content without manual effort
+5. **Content Repurposing**: Transform existing content (images, audio) into new formats
+
+### For ALwrity Platform
+1. **Market Differentiation**: Complete multimedia content creation platform
+2. **Increased User Engagement**: Video content drives higher engagement
+3. **Premium Feature Upsell**: Advanced video features for higher-tier plans
+4. **Platform Stickiness**: Users create more content types, increasing retention
+5. **Competitive Moat**: Comprehensive AI content suite unmatched by competitors
+
+---
+
+## Marketing Use Case Examples
+
+### Use Case 1: Blog-to-Video Conversion
+**Scenario**: User creates a blog post about "10 SEO Tips" and wants to convert it to video.
+
+**Workflow**:
+1. User selects blog post in ALwrity
+2. Clicks "Create Video" button
+3. ALwrity uses WAN 2.5 to generate video with synchronized narration
+4. User can add custom audio or use AI-generated voice
+5. Video is optimized for social media platforms
+6. Automatically added to content calendar
+
+**Value**: Single piece of content becomes multi-format, maximizing reach.
+
+---
+
+### Use Case 2: Personalized Email Campaign
+**Scenario**: User wants to send personalized video messages to email subscribers.
+
+**Workflow**:
+1. User uploads their photo and records voice sample
+2. ALwrity creates voice clone and avatar
+3. User writes email campaign message
+4. ALwrity generates personalized video for each recipient using Hunyuan Avatar
+5. Videos are embedded in email campaign
+6. Analytics track video engagement
+
+**Value**: Personalized video emails have 3x higher open rates than text-only.
+
+---
+
+### Use Case 3: Multilingual Marketing Campaign
+**Scenario**: User wants to launch product in multiple countries.
+
+**Workflow**:
+1. User creates video script in English
+2. ALwrity translates script to target languages
+3. Uses WAN 2.5 to generate videos in each language with native voice
+4. Creates social media posts for each market
+5. Schedules content for optimal times in each timezone
+
+**Value**: Global reach without hiring multilingual teams.
+
+---
+
+### Use Case 4: Course Content Creation
+**Scenario**: User wants to create online course with video lessons.
+
+**Workflow**:
+1. User uploads course outline and instructor photo
+2. Records audio narration for each lesson
+3. ALwrity uses InfiniteTalk to create 10-minute video lessons
+4. Generates course thumbnails using Ideogram
+5. Creates course landing page with video previews
+6. Automatically uploads to course platform
+
+**Value**: Professional course content without video production costs.
+
+---
+
+## Technical Considerations
+
+### API Integration
+- WaveSpeed provides REST API endpoints
+- Need to handle async job processing (videos take time to generate)
+- Implement polling or webhook system for job status
+- Error handling and retry logic for failed generations
+
+### Storage & CDN
+- Video files are large (need efficient storage)
+- CDN integration for fast video delivery
+- Compression and optimization for web delivery
+- Thumbnail generation for video previews
+
+### Subscription & Usage Tracking
+- Track video generation usage per user
+- Implement rate limiting based on subscription tier
+- Cost tracking for WaveSpeed API calls
+- Usage analytics dashboard
+
+### Performance Optimization
+- Queue system for video generation jobs
+- Background processing for long-running tasks
+- Caching for frequently used avatars/voices
+- Progressive loading for video previews
+
+---
+
+## Pricing Strategy Integration
+
+### Subscription Tier Enhancements
+- **Free Tier**: Limited video generation (e.g., 5 videos/month, 480p only)
+- **Basic Tier**: Standard video features (20 videos/month, up to 720p)
+- **Pro Tier**: Advanced features (50 videos/month, 1080p, avatar features)
+- **Enterprise Tier**: Unlimited video generation, all features, custom voice cloning
+
+### Usage-Based Add-ons
+- Additional video generation credits
+- Premium avatar features
+- Extended video duration
+- Custom voice cloning training
+
+---
+
+## Success Metrics
+
+### User Engagement
+- Video content creation rate
+- Average videos per user per month
+- Video engagement rates (views, shares)
+- User retention (video creators vs. text-only)
+
+### Business Metrics
+- Revenue from premium video features
+- Average revenue per user (ARPU) increase
+- Customer lifetime value (LTV) improvement
+- Churn rate reduction
+
+### Content Performance
+- Video content performance vs. text content
+- Social media engagement rates
+- Conversion rates from video content
+- SEO performance of video-embedded content
+
+---
+
+## Implementation Roadmap
+
+### Q1 2025: Foundation
+- WaveSpeed API integration
+- WAN 2.5 text-to-video implementation
+- Basic video generation UI
+- Usage tracking and billing
+
+### Q2 2025: Enhancement
+- WAN 2.5 image-to-video
+- Ideogram image generation
+- Advanced video settings UI
+- Video library and management
+
+### Q3 2025: Personalization
+- Hunyuan Avatar integration
+- Voice cloning (Minimax) integration
+- Avatar studio UI
+- Voice library management
+
+### Q4 2025: Advanced Features
+- InfiniteTalk for long-form content
+- Qwen image generation
+- Complete multimedia workflow
+- Advanced analytics and optimization
+
+---
+
+## Risk Mitigation
+
+### Technical Risks
+- **API Reliability**: Implement retry logic and fallback providers
+- **Cost Overruns**: Strict usage limits and pre-flight validation
+- **Performance Issues**: Queue system and background processing
+- **Storage Costs**: Efficient compression and CDN optimization
+
+### Business Risks
+- **Market Adoption**: Gradual rollout with user education
+- **Competition**: Focus on unique value (personalization, integration)
+- **Pricing Pressure**: Value-based pricing with clear ROI
+- **User Experience**: Extensive testing and feedback loops
+
+---
+
+## Conclusion
+
+Integrating WaveSpeed AI models into ALwrity transforms the platform from a text-focused content tool into a comprehensive multimedia marketing solution. These features align perfectly with ALwrity's mission to democratize professional marketing capabilities for solopreneurs.
+
+The proposed features enable:
+- **Complete Content Lifecycle**: From text to video to personalized multimedia
+- **Cost-Effective Production**: Professional content without expensive production teams
+- **Scalable Personalization**: Personalized content at scale
+- **Global Reach**: Multilingual content creation
+- **Competitive Advantage**: Unique feature set in the market
+
+By implementing these features in a phased approach, ALwrity can deliver immediate value while building toward a comprehensive multimedia content platform that serves as the complete marketing solution for independent entrepreneurs.
+
+---
+
+## Next Steps
+
+1. **Technical Feasibility Review**: Evaluate WaveSpeed API documentation and integration requirements
+2. **Cost Analysis**: Calculate infrastructure and API costs for each feature
+3. **User Research**: Survey existing users on video content needs and priorities
+4. **Prototype Development**: Build MVP for highest-priority feature (WAN 2.5 text-to-video)
+5. **Partnership Discussion**: Engage with WaveSpeed for partnership and pricing negotiations
+
+---
+
+*Document Version: 1.0*  
+*Last Updated: January 2025*  
+*Author: ALwrity Product Team*
+