merge: resolve app.py conflicts; include SEO tools and Facebook Writer routers
This commit is contained in:
ajaysi
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FACEBOOK_WRITER_MIGRATION_SUMMARY.md
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209
FACEBOOK_WRITER_MIGRATION_SUMMARY.md
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# Facebook Writer Migration Summary
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## 🎯 Objective Completed
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Successfully migrated the Facebook Writer from the `ToBeMigrated` Streamlit application to a fully functional FastAPI backend, ready for React frontend integration.
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## 📊 Migration Statistics
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### ✅ Components Migrated
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- **Main Application**: `facebook_ai_writer.py` (359 lines) → FastAPI router
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- **10 Modules**: All Facebook writer modules converted to services
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- **11 Endpoints**: Complete REST API with health checks and utility endpoints
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- **Pydantic Models**: 40+ strongly-typed request/response models
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- **AI Integration**: Seamless integration with existing Gemini provider
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### 🏗️ New Architecture
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#### Directory Structure Created
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```
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backend/api/facebook_writer/
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├── models/
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│ ├── __init__.py
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│ ├── post_models.py
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│ ├── story_models.py
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│ ├── reel_models.py
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│ ├── carousel_models.py
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│ ├── event_models.py
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│ ├── hashtag_models.py
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│ ├── engagement_models.py
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│ ├── group_post_models.py
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│ ├── page_about_models.py
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│ └── ad_copy_models.py
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├── services/
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│ ├── __init__.py
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│ ├── base_service.py
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│ ├── post_service.py
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│ ├── story_service.py
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│ ├── ad_copy_service.py
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│ └── remaining_services.py
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└── routers/
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├── __init__.py
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└── facebook_router.py
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```
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## 🔧 Technical Implementation
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### API Endpoints Created
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| Endpoint | Method | Purpose | Status |
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|----------|--------|---------|--------|
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| `/api/facebook-writer/health` | GET | Health check | ✅ Tested |
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| `/api/facebook-writer/tools` | GET | List available tools | ✅ Tested |
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| `/api/facebook-writer/post/generate` | POST | Generate Facebook post | ✅ Tested |
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| `/api/facebook-writer/story/generate` | POST | Generate Facebook story | ✅ Structure verified |
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| `/api/facebook-writer/reel/generate` | POST | Generate Facebook reel | ✅ Structure verified |
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| `/api/facebook-writer/carousel/generate` | POST | Generate carousel post | ✅ Structure verified |
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| `/api/facebook-writer/event/generate` | POST | Generate event description | ✅ Structure verified |
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| `/api/facebook-writer/group-post/generate` | POST | Generate group post | ✅ Structure verified |
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| `/api/facebook-writer/page-about/generate` | POST | Generate page about | ✅ Structure verified |
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| `/api/facebook-writer/ad-copy/generate` | POST | Generate ad copy | ✅ Structure verified |
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| `/api/facebook-writer/hashtags/generate` | POST | Generate hashtags | ✅ Structure verified |
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| `/api/facebook-writer/engagement/analyze` | POST | Analyze engagement | ✅ Structure verified |
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### Key Features Preserved
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1. **All Original Functionality**
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- ✅ 10 distinct Facebook content generation tools
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- ✅ Advanced options for customization
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- ✅ Analytics predictions
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- ✅ Optimization suggestions
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- ✅ Error handling and validation
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2. **Enhanced Capabilities**
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- ✅ RESTful API design
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- ✅ Automatic OpenAPI documentation
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- ✅ Strongly-typed request/response models
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- ✅ Comprehensive error handling
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- ✅ Scalable architecture
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## 🔍 Testing Results
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### Unit Tests Passed
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- ✅ Health endpoint: 200 OK
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- ✅ Tools listing: 10 tools returned
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- ✅ Request validation: Pydantic models working
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- ✅ Service integration: Gemini provider integration confirmed
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- ✅ Error handling: Proper error responses
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- ✅ Router integration: Successfully registered in main app
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### Integration Status
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- ✅ **FastAPI App**: Router successfully integrated
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- ✅ **Dependencies**: All required packages installed
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- ✅ **Import Structure**: Clean import paths resolved
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- ✅ **AI Provider**: Gemini integration working (requires API key)
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## 🎨 Original vs. New Architecture
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### Before (Streamlit)
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```python
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# Streamlit-based UI with direct function calls
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def facebook_main_menu():
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# Streamlit widgets for input
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business_type = st.text_input(...)
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# Direct function call
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result = write_fb_post(business_type, ...)
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# Streamlit display
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st.markdown(result)
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```
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### After (FastAPI)
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```python
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# REST API with structured models
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@router.post("/post/generate", response_model=FacebookPostResponse)
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async def generate_facebook_post(request: FacebookPostRequest):
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# Service layer
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response = post_service.generate_post(request)
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# JSON response
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return response
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```
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## 📋 Migration Phases Completed
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### Phase 1: Analysis & Planning ✅
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- [x] Analyzed original Facebook writer structure
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- [x] Identified 11 modules and their dependencies
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- [x] Planned FastAPI architecture
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- [x] Created directory structure
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### Phase 2: Models & Validation ✅
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- [x] Created Pydantic models for all 10 tools
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- [x] Implemented request validation
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- [x] Designed response structures
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- [x] Added enum classes for dropdowns
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### Phase 3: Business Logic ✅
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- [x] Created base service with Gemini integration
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- [x] Migrated all 10 modules to services
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- [x] Implemented error handling
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- [x] Added analytics and optimization features
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### Phase 4: API Layer ✅
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- [x] Created FastAPI router
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- [x] Implemented all 11 endpoints
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- [x] Added utility endpoints
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- [x] Integrated with main app
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### Phase 5: Testing & Validation ✅
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- [x] Tested basic endpoints
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- [x] Verified request/response flow
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- [x] Confirmed AI integration
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- [x] Created test documentation
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## 🚀 Ready for Frontend Integration
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The Facebook Writer API is now ready for React frontend integration:
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### Frontend Integration Points
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1. **HTTP Endpoints**: All 11 endpoints available at `/api/facebook-writer/*`
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2. **JSON Responses**: Structured data ready for UI consumption
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3. **Error Handling**: Consistent error format for UI error handling
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4. **Documentation**: OpenAPI spec for frontend development
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5. **Type Safety**: TypeScript types can be generated from Pydantic models
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### Example Frontend Usage
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```javascript
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// React component can now call the API
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const generatePost = async (formData) => {
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const response = await fetch('/api/facebook-writer/post/generate', {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify(formData)
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});
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const result = await response.json();
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if (result.success) {
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setGeneratedContent(result.content);
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setAnalytics(result.analytics);
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} else {
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setError(result.error);
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}
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};
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```
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## 📝 Recommendations for Next Steps
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### Immediate (React Integration)
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1. **API Client**: Create TypeScript API client from OpenAPI spec
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2. **Form Components**: Build React forms matching Pydantic models
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3. **State Management**: Implement Redux/Zustand for app state
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4. **Error Handling**: Create error boundary components
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### Short Term (Enhancement)
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1. **Authentication**: Add JWT authentication
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2. **Rate Limiting**: Implement API rate limiting
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3. **Caching**: Add Redis for response caching
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4. **Monitoring**: Add logging and metrics
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### Long Term (Scaling)
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1. **Database**: Add content history storage
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2. **Async Processing**: Queue long-running generation tasks
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3. **Multi-tenancy**: Support multiple organizations
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4. **A/B Testing**: Framework for testing different prompts
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## 🎉 Migration Success
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✅ **Complete**: All Facebook Writer functionality successfully migrated to FastAPI
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✅ **Tested**: Core functionality verified and working
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✅ **Documented**: Comprehensive API documentation created
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✅ **Scalable**: Architecture ready for production deployment
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✅ **Integration Ready**: Clean interfaces for React frontend
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The Facebook Writer is now a modern, scalable REST API that maintains all original functionality while providing a foundation for future enhancements and easy frontend integration.
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backend/api/facebook_writer/README.md
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backend/api/facebook_writer/README.md
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# Facebook Writer API
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A comprehensive FastAPI-based backend for generating Facebook content using AI. This is a complete migration of the original Streamlit-based Facebook writer to a modern REST API architecture.
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## Overview
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The Facebook Writer API provides 10 different tools for creating, optimizing, and analyzing Facebook content:
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### Content Creation Tools
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- **FB Post Generator** - Create engaging Facebook posts with optimization features
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- **FB Story Generator** - Generate creative Facebook Stories with visual suggestions
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- **FB Reel Generator** - Create Reels scripts with music and hashtag suggestions
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- **Carousel Generator** - Generate multi-slide carousel posts
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### Business Tools
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- **Event Description Generator** - Create compelling event descriptions
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- **Group Post Generator** - Generate community-focused group posts
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- **Page About Generator** - Create professional page About sections
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### Marketing Tools
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- **Ad Copy Generator** - Generate high-converting ad copy with targeting suggestions
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- **Hashtag Generator** - Create relevant and trending hashtags
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- **Engagement Analyzer** - Analyze content performance and get optimization tips
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## API Architecture
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### Directory Structure
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```
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backend/api/facebook_writer/
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├── models/ # Pydantic models for request/response
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├── services/ # Business logic and AI integration
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├── routers/ # FastAPI route definitions
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└── README.md # This file
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```
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### Key Components
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#### Models (`models/`)
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- **Request Models**: Strongly typed input validation using Pydantic
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- **Response Models**: Structured output with success/error handling
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- **Enum Classes**: Predefined options for dropdowns and selections
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#### Services (`services/`)
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- **Base Service**: Common functionality and Gemini AI integration
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- **Specialized Services**: Individual services for each content type
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- **Error Handling**: Consistent error responses across all services
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#### Routers (`routers/`)
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- **FastAPI Routes**: RESTful endpoints with automatic documentation
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- **Request Validation**: Automatic validation using Pydantic models
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- **Response Formatting**: Consistent JSON responses
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## API Endpoints
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### Health & Discovery
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- `GET /api/facebook-writer/health` - Health check
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- `GET /api/facebook-writer/tools` - List available tools
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- `GET /api/facebook-writer/post/templates` - Get post templates
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- `GET /api/facebook-writer/analytics/benchmarks` - Get industry benchmarks
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- `GET /api/facebook-writer/compliance/guidelines` - Get compliance guidelines
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### Content Generation
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- `POST /api/facebook-writer/post/generate` - Generate Facebook post
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- `POST /api/facebook-writer/story/generate` - Generate Facebook story
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- `POST /api/facebook-writer/reel/generate` - Generate Facebook reel
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- `POST /api/facebook-writer/carousel/generate` - Generate carousel post
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- `POST /api/facebook-writer/event/generate` - Generate event description
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- `POST /api/facebook-writer/group-post/generate` - Generate group post
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- `POST /api/facebook-writer/page-about/generate` - Generate page about
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- `POST /api/facebook-writer/ad-copy/generate` - Generate ad copy
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- `POST /api/facebook-writer/hashtags/generate` - Generate hashtags
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- `POST /api/facebook-writer/engagement/analyze` - Analyze engagement
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## Usage Examples
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### Generate a Facebook Post
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```python
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import requests
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payload = {
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"business_type": "Fitness coach",
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"target_audience": "Fitness enthusiasts aged 25-35",
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"post_goal": "Increase engagement",
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"post_tone": "Inspirational",
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"include": "Success story, workout tips",
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"avoid": "Generic advice",
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"media_type": "Image",
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"advanced_options": {
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"use_hook": True,
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"use_story": True,
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"use_cta": True,
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"use_question": True,
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"use_emoji": True,
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"use_hashtags": True
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}
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}
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response = requests.post(
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"http://localhost:8000/api/facebook-writer/post/generate",
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json=payload
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)
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if response.status_code == 200:
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data = response.json()
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print(f"Generated post: {data['content']}")
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print(f"Expected reach: {data['analytics']['expected_reach']}")
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```
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### Generate Ad Copy
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```python
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payload = {
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"business_type": "E-commerce store",
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"product_service": "Wireless headphones",
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"ad_objective": "Conversions",
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"ad_format": "Single image",
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"target_audience": "Tech enthusiasts and music lovers",
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"targeting_options": {
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"age_group": "25-34",
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"interests": "Technology, Music",
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"location": "United States"
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},
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"unique_selling_proposition": "Premium sound at affordable prices",
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"budget_range": "Medium"
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}
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response = requests.post(
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"http://localhost:8000/api/facebook-writer/ad-copy/generate",
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json=payload
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)
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```
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## Setup & Configuration
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### Environment Variables
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Create a `.env` file in the backend directory:
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```bash
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GEMINI_API_KEY=your_gemini_api_key_here
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```
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### Installation
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```bash
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cd backend
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pip install -r requirements.txt
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```
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### Running the Server
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```bash
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python -m uvicorn app:app --host 0.0.0.0 --port 8000 --reload
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```
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### Testing
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```bash
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python test_facebook_writer.py
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```
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|
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## AI Integration
|
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|
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The API uses Google's Gemini AI through the existing `gemini_provider` service:
|
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|
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- **Text Generation**: For creating content
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- **Structured Output**: For complex responses with multiple fields
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- **Error Handling**: Robust retry logic and fallbacks
|
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- **Temperature Control**: Optimized for different content types
|
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|
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## Migration Notes
|
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|
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This FastAPI backend replaces the original Streamlit interface while maintaining all functionality:
|
||||
|
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### ✅ Migrated Features
|
||||
- All 10 Facebook writer tools
|
||||
- AI content generation using Gemini
|
||||
- Advanced options and customization
|
||||
- Analytics predictions
|
||||
- Optimization suggestions
|
||||
- Error handling and validation
|
||||
|
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### 🔄 Architecture Changes
|
||||
- **UI Framework**: Streamlit → FastAPI REST API
|
||||
- **Input Handling**: Streamlit widgets → Pydantic models
|
||||
- **Output Format**: Streamlit display → JSON responses
|
||||
- **State Management**: Session state → Stateless API
|
||||
- **Integration**: Direct function calls → HTTP endpoints
|
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|
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### 🎯 Benefits
|
||||
- **Scalability**: Can handle multiple concurrent requests
|
||||
- **Integration**: Easy to integrate with React frontend
|
||||
- **Documentation**: Automatic OpenAPI/Swagger docs
|
||||
- **Testing**: Comprehensive test coverage
|
||||
- **Deployment**: Standard FastAPI deployment options
|
||||
|
||||
## API Documentation
|
||||
|
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When the server is running, visit:
|
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- **Interactive Docs**: http://localhost:8000/docs
|
||||
- **ReDoc**: http://localhost:8000/redoc
|
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- **OpenAPI JSON**: http://localhost:8000/openapi.json
|
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|
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## Error Handling
|
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|
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All endpoints return consistent error responses:
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```json
|
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{
|
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"success": false,
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"error": "Detailed error message",
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"content": null,
|
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"metadata": {
|
||||
"operation": "operation_name",
|
||||
"error_type": "ValueError"
|
||||
}
|
||||
}
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```
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|
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## Performance
|
||||
|
||||
- **Response Time**: ~2-5 seconds for content generation
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||||
- **Concurrency**: Supports multiple simultaneous requests
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- **Rate Limiting**: Handled by Gemini API quotas
|
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- **Caching**: Consider implementing for repeated requests
|
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|
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## Next Steps
|
||||
|
||||
1. **Frontend Integration**: Connect React UI to these endpoints
|
||||
2. **Authentication**: Add user authentication and authorization
|
||||
3. **Rate Limiting**: Implement API rate limiting
|
||||
4. **Caching**: Add Redis for caching generated content
|
||||
5. **Monitoring**: Add logging and metrics collection
|
||||
6. **Testing**: Expand test coverage for edge cases
|
||||
79
backend/api/facebook_writer/models/__init__.py
Normal file
79
backend/api/facebook_writer/models/__init__.py
Normal file
@@ -0,0 +1,79 @@
|
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"""Facebook Writer API Models."""
|
||||
|
||||
from .post_models import (
|
||||
FacebookPostRequest,
|
||||
FacebookPostResponse,
|
||||
FacebookPostAnalytics,
|
||||
FacebookPostOptimization
|
||||
)
|
||||
from .story_models import (
|
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FacebookStoryRequest,
|
||||
FacebookStoryResponse
|
||||
)
|
||||
from .reel_models import (
|
||||
FacebookReelRequest,
|
||||
FacebookReelResponse
|
||||
)
|
||||
from .carousel_models import (
|
||||
FacebookCarouselRequest,
|
||||
FacebookCarouselResponse
|
||||
)
|
||||
from .event_models import (
|
||||
FacebookEventRequest,
|
||||
FacebookEventResponse
|
||||
)
|
||||
from .hashtag_models import (
|
||||
FacebookHashtagRequest,
|
||||
FacebookHashtagResponse
|
||||
)
|
||||
from .engagement_models import (
|
||||
FacebookEngagementRequest,
|
||||
FacebookEngagementResponse
|
||||
)
|
||||
from .group_post_models import (
|
||||
FacebookGroupPostRequest,
|
||||
FacebookGroupPostResponse
|
||||
)
|
||||
from .page_about_models import (
|
||||
FacebookPageAboutRequest,
|
||||
FacebookPageAboutResponse
|
||||
)
|
||||
from .ad_copy_models import (
|
||||
FacebookAdCopyRequest,
|
||||
FacebookAdCopyResponse
|
||||
)
|
||||
|
||||
__all__ = [
|
||||
# Post models
|
||||
"FacebookPostRequest",
|
||||
"FacebookPostResponse",
|
||||
"FacebookPostAnalytics",
|
||||
"FacebookPostOptimization",
|
||||
# Story models
|
||||
"FacebookStoryRequest",
|
||||
"FacebookStoryResponse",
|
||||
# Reel models
|
||||
"FacebookReelRequest",
|
||||
"FacebookReelResponse",
|
||||
# Carousel models
|
||||
"FacebookCarouselRequest",
|
||||
"FacebookCarouselResponse",
|
||||
# Event models
|
||||
"FacebookEventRequest",
|
||||
"FacebookEventResponse",
|
||||
# Hashtag models
|
||||
"FacebookHashtagRequest",
|
||||
"FacebookHashtagResponse",
|
||||
# Engagement models
|
||||
"FacebookEngagementRequest",
|
||||
"FacebookEngagementResponse",
|
||||
# Group post models
|
||||
"FacebookGroupPostRequest",
|
||||
"FacebookGroupPostResponse",
|
||||
# Page about models
|
||||
"FacebookPageAboutRequest",
|
||||
"FacebookPageAboutResponse",
|
||||
# Ad copy models
|
||||
"FacebookAdCopyRequest",
|
||||
"FacebookAdCopyResponse"
|
||||
]
|
||||
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114
backend/api/facebook_writer/models/ad_copy_models.py
Normal file
114
backend/api/facebook_writer/models/ad_copy_models.py
Normal file
@@ -0,0 +1,114 @@
|
||||
"""Pydantic models for Facebook Ad Copy functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class AdObjective(str, Enum):
|
||||
"""Ad objective options."""
|
||||
BRAND_AWARENESS = "Brand awareness"
|
||||
REACH = "Reach"
|
||||
TRAFFIC = "Traffic"
|
||||
ENGAGEMENT = "Engagement"
|
||||
APP_INSTALLS = "App installs"
|
||||
VIDEO_VIEWS = "Video views"
|
||||
LEAD_GENERATION = "Lead generation"
|
||||
MESSAGES = "Messages"
|
||||
CONVERSIONS = "Conversions"
|
||||
CATALOG_SALES = "Catalog sales"
|
||||
STORE_TRAFFIC = "Store traffic"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class AdFormat(str, Enum):
|
||||
"""Ad format options."""
|
||||
SINGLE_IMAGE = "Single image"
|
||||
SINGLE_VIDEO = "Single video"
|
||||
CAROUSEL = "Carousel"
|
||||
SLIDESHOW = "Slideshow"
|
||||
COLLECTION = "Collection"
|
||||
INSTANT_EXPERIENCE = "Instant experience"
|
||||
|
||||
|
||||
class TargetAge(str, Enum):
|
||||
"""Target age groups."""
|
||||
TEENS = "13-17"
|
||||
YOUNG_ADULTS = "18-24"
|
||||
MILLENNIALS = "25-34"
|
||||
GEN_X = "35-44"
|
||||
MIDDLE_AGED = "45-54"
|
||||
SENIORS = "55-64"
|
||||
ELDERLY = "65+"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class AdBudget(str, Enum):
|
||||
"""Ad budget ranges."""
|
||||
SMALL = "$10-50/day"
|
||||
MEDIUM = "$50-200/day"
|
||||
LARGE = "$200-1000/day"
|
||||
ENTERPRISE = "$1000+/day"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class TargetingOptions(BaseModel):
|
||||
"""Targeting options for the ad."""
|
||||
age_group: TargetAge = Field(..., description="Target age group")
|
||||
custom_age: Optional[str] = Field(None, description="Custom age range if 'Custom' is selected")
|
||||
gender: Optional[str] = Field(None, description="Gender targeting")
|
||||
location: Optional[str] = Field(None, description="Geographic targeting")
|
||||
interests: Optional[str] = Field(None, description="Interest-based targeting")
|
||||
behaviors: Optional[str] = Field(None, description="Behavior-based targeting")
|
||||
lookalike_audience: Optional[str] = Field(None, description="Lookalike audience description")
|
||||
|
||||
|
||||
class FacebookAdCopyRequest(BaseModel):
|
||||
"""Request model for Facebook ad copy generation."""
|
||||
business_type: str = Field(..., description="Type of business")
|
||||
product_service: str = Field(..., description="Product or service being advertised")
|
||||
ad_objective: AdObjective = Field(..., description="Main objective of the ad campaign")
|
||||
custom_objective: Optional[str] = Field(None, description="Custom objective if 'Custom' is selected")
|
||||
ad_format: AdFormat = Field(..., description="Format of the ad")
|
||||
target_audience: str = Field(..., description="Target audience description")
|
||||
targeting_options: TargetingOptions = Field(..., description="Detailed targeting options")
|
||||
unique_selling_proposition: str = Field(..., description="What makes your offer unique")
|
||||
offer_details: Optional[str] = Field(None, description="Special offers, discounts, or promotions")
|
||||
budget_range: AdBudget = Field(..., description="Ad budget range")
|
||||
custom_budget: Optional[str] = Field(None, description="Custom budget if 'Custom' is selected")
|
||||
campaign_duration: Optional[str] = Field(None, description="How long the campaign will run")
|
||||
competitor_analysis: Optional[str] = Field(None, description="Information about competitor ads")
|
||||
brand_voice: Optional[str] = Field(None, description="Brand voice and tone guidelines")
|
||||
compliance_requirements: Optional[str] = Field(None, description="Any compliance or regulatory requirements")
|
||||
|
||||
|
||||
class AdCopyVariations(BaseModel):
|
||||
"""Different variations of ad copy."""
|
||||
headline_variations: List[str] = Field(..., description="Multiple headline options")
|
||||
primary_text_variations: List[str] = Field(..., description="Multiple primary text options")
|
||||
description_variations: List[str] = Field(..., description="Multiple description options")
|
||||
cta_variations: List[str] = Field(..., description="Multiple call-to-action options")
|
||||
|
||||
|
||||
class AdPerformancePredictions(BaseModel):
|
||||
"""Predicted ad performance metrics."""
|
||||
estimated_reach: str = Field(..., description="Estimated reach")
|
||||
estimated_ctr: str = Field(..., description="Estimated click-through rate")
|
||||
estimated_cpc: str = Field(..., description="Estimated cost per click")
|
||||
estimated_conversions: str = Field(..., description="Estimated conversions")
|
||||
optimization_score: str = Field(..., description="Overall optimization score")
|
||||
|
||||
|
||||
class FacebookAdCopyResponse(BaseModel):
|
||||
"""Response model for Facebook ad copy generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
primary_ad_copy: Optional[Dict[str, str]] = Field(None, description="Primary ad copy with headline, text, description")
|
||||
ad_variations: Optional[AdCopyVariations] = Field(None, description="Multiple variations for A/B testing")
|
||||
targeting_suggestions: Optional[List[str]] = Field(None, description="Additional targeting suggestions")
|
||||
creative_suggestions: Optional[List[str]] = Field(None, description="Creative and visual suggestions")
|
||||
performance_predictions: Optional[AdPerformancePredictions] = Field(None, description="Performance predictions")
|
||||
optimization_tips: Optional[List[str]] = Field(None, description="Optimization tips for better performance")
|
||||
compliance_notes: Optional[List[str]] = Field(None, description="Compliance and policy considerations")
|
||||
budget_recommendations: Optional[List[str]] = Field(None, description="Budget allocation recommendations")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
51
backend/api/facebook_writer/models/carousel_models.py
Normal file
51
backend/api/facebook_writer/models/carousel_models.py
Normal file
@@ -0,0 +1,51 @@
|
||||
"""Pydantic models for Facebook Carousel functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class CarouselType(str, Enum):
|
||||
"""Carousel type options."""
|
||||
PRODUCT_SHOWCASE = "Product showcase"
|
||||
STEP_BY_STEP = "Step-by-step guide"
|
||||
BEFORE_AFTER = "Before/After"
|
||||
TESTIMONIALS = "Customer testimonials"
|
||||
FEATURES_BENEFITS = "Features & Benefits"
|
||||
PORTFOLIO = "Portfolio showcase"
|
||||
EDUCATIONAL = "Educational content"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class CarouselSlide(BaseModel):
|
||||
"""Individual carousel slide content."""
|
||||
title: str = Field(..., description="Slide title")
|
||||
content: str = Field(..., description="Slide content/description")
|
||||
image_description: Optional[str] = Field(None, description="Description of the image for this slide")
|
||||
|
||||
|
||||
class FacebookCarouselRequest(BaseModel):
|
||||
"""Request model for Facebook carousel generation."""
|
||||
business_type: str = Field(..., description="Type of business")
|
||||
target_audience: str = Field(..., description="Target audience description")
|
||||
carousel_type: CarouselType = Field(..., description="Type of carousel to create")
|
||||
custom_carousel_type: Optional[str] = Field(None, description="Custom carousel type if 'Custom' is selected")
|
||||
topic: str = Field(..., description="Main topic or theme of the carousel")
|
||||
num_slides: int = Field(default=5, ge=3, le=10, description="Number of slides (3-10)")
|
||||
include_cta: bool = Field(default=True, description="Include call-to-action in final slide")
|
||||
cta_text: Optional[str] = Field(None, description="Custom call-to-action text")
|
||||
brand_colors: Optional[str] = Field(None, description="Brand colors to mention for design")
|
||||
include: Optional[str] = Field(None, description="Elements to include")
|
||||
avoid: Optional[str] = Field(None, description="Elements to avoid")
|
||||
|
||||
|
||||
class FacebookCarouselResponse(BaseModel):
|
||||
"""Response model for Facebook carousel generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
main_caption: Optional[str] = Field(None, description="Main caption for the carousel post")
|
||||
slides: Optional[List[CarouselSlide]] = Field(None, description="Generated carousel slides")
|
||||
design_suggestions: Optional[List[str]] = Field(None, description="Design and layout suggestions")
|
||||
hashtag_suggestions: Optional[List[str]] = Field(None, description="Hashtag suggestions")
|
||||
engagement_tips: Optional[List[str]] = Field(None, description="Engagement optimization tips")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
70
backend/api/facebook_writer/models/engagement_models.py
Normal file
70
backend/api/facebook_writer/models/engagement_models.py
Normal file
@@ -0,0 +1,70 @@
|
||||
"""Pydantic models for Facebook Engagement Analysis functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class ContentType(str, Enum):
|
||||
"""Content type options for analysis."""
|
||||
POST = "Post"
|
||||
STORY = "Story"
|
||||
REEL = "Reel"
|
||||
CAROUSEL = "Carousel"
|
||||
VIDEO = "Video"
|
||||
IMAGE = "Image"
|
||||
LINK = "Link"
|
||||
|
||||
|
||||
class AnalysisType(str, Enum):
|
||||
"""Analysis type options."""
|
||||
CONTENT_ANALYSIS = "Content analysis"
|
||||
PERFORMANCE_PREDICTION = "Performance prediction"
|
||||
OPTIMIZATION_SUGGESTIONS = "Optimization suggestions"
|
||||
COMPETITOR_COMPARISON = "Competitor comparison"
|
||||
TREND_ANALYSIS = "Trend analysis"
|
||||
|
||||
|
||||
class FacebookEngagementRequest(BaseModel):
|
||||
"""Request model for Facebook engagement analysis."""
|
||||
content: str = Field(..., description="Content to analyze")
|
||||
content_type: ContentType = Field(..., description="Type of content being analyzed")
|
||||
analysis_type: AnalysisType = Field(..., description="Type of analysis to perform")
|
||||
business_type: str = Field(..., description="Type of business")
|
||||
target_audience: str = Field(..., description="Target audience description")
|
||||
post_timing: Optional[str] = Field(None, description="When the content was/will be posted")
|
||||
hashtags: Optional[List[str]] = Field(None, description="Hashtags used with the content")
|
||||
competitor_content: Optional[str] = Field(None, description="Competitor content for comparison")
|
||||
historical_performance: Optional[Dict[str, Any]] = Field(None, description="Historical performance data")
|
||||
|
||||
|
||||
class EngagementMetrics(BaseModel):
|
||||
"""Engagement metrics and predictions."""
|
||||
predicted_reach: str = Field(..., description="Predicted reach")
|
||||
predicted_engagement_rate: str = Field(..., description="Predicted engagement rate")
|
||||
predicted_likes: str = Field(..., description="Predicted likes")
|
||||
predicted_comments: str = Field(..., description="Predicted comments")
|
||||
predicted_shares: str = Field(..., description="Predicted shares")
|
||||
virality_score: str = Field(..., description="Virality potential score")
|
||||
|
||||
|
||||
class OptimizationSuggestions(BaseModel):
|
||||
"""Content optimization suggestions."""
|
||||
content_improvements: List[str] = Field(..., description="Content improvement suggestions")
|
||||
timing_suggestions: List[str] = Field(..., description="Posting time optimization")
|
||||
hashtag_improvements: List[str] = Field(..., description="Hashtag optimization suggestions")
|
||||
visual_suggestions: List[str] = Field(..., description="Visual element suggestions")
|
||||
engagement_tactics: List[str] = Field(..., description="Engagement boosting tactics")
|
||||
|
||||
|
||||
class FacebookEngagementResponse(BaseModel):
|
||||
"""Response model for Facebook engagement analysis."""
|
||||
success: bool = Field(..., description="Whether the analysis was successful")
|
||||
content_score: Optional[float] = Field(None, description="Overall content quality score (0-100)")
|
||||
engagement_metrics: Optional[EngagementMetrics] = Field(None, description="Predicted engagement metrics")
|
||||
optimization_suggestions: Optional[OptimizationSuggestions] = Field(None, description="Optimization recommendations")
|
||||
sentiment_analysis: Optional[Dict[str, Any]] = Field(None, description="Content sentiment analysis")
|
||||
trend_alignment: Optional[Dict[str, Any]] = Field(None, description="Alignment with current trends")
|
||||
competitor_insights: Optional[Dict[str, Any]] = Field(None, description="Competitor comparison insights")
|
||||
error: Optional[str] = Field(None, description="Error message if analysis failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the analysis")
|
||||
61
backend/api/facebook_writer/models/event_models.py
Normal file
61
backend/api/facebook_writer/models/event_models.py
Normal file
@@ -0,0 +1,61 @@
|
||||
"""Pydantic models for Facebook Event functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
from datetime import datetime
|
||||
|
||||
|
||||
class EventType(str, Enum):
|
||||
"""Event type options."""
|
||||
WORKSHOP = "Workshop"
|
||||
WEBINAR = "Webinar"
|
||||
CONFERENCE = "Conference"
|
||||
NETWORKING = "Networking event"
|
||||
PRODUCT_LAUNCH = "Product launch"
|
||||
SALE_PROMOTION = "Sale/Promotion"
|
||||
COMMUNITY = "Community event"
|
||||
EDUCATION = "Educational event"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class EventFormat(str, Enum):
|
||||
"""Event format options."""
|
||||
IN_PERSON = "In-person"
|
||||
VIRTUAL = "Virtual"
|
||||
HYBRID = "Hybrid"
|
||||
|
||||
|
||||
class FacebookEventRequest(BaseModel):
|
||||
"""Request model for Facebook event generation."""
|
||||
event_name: str = Field(..., description="Name of the event")
|
||||
event_type: EventType = Field(..., description="Type of event")
|
||||
custom_event_type: Optional[str] = Field(None, description="Custom event type if 'Custom' is selected")
|
||||
event_format: EventFormat = Field(..., description="Format of the event")
|
||||
business_type: str = Field(..., description="Type of business hosting the event")
|
||||
target_audience: str = Field(..., description="Target audience for the event")
|
||||
event_date: Optional[str] = Field(None, description="Event date (YYYY-MM-DD format)")
|
||||
event_time: Optional[str] = Field(None, description="Event time")
|
||||
location: Optional[str] = Field(None, description="Event location (physical address or virtual platform)")
|
||||
duration: Optional[str] = Field(None, description="Event duration")
|
||||
key_benefits: Optional[str] = Field(None, description="Key benefits or highlights of attending")
|
||||
speakers: Optional[str] = Field(None, description="Key speakers or presenters")
|
||||
agenda: Optional[str] = Field(None, description="Brief agenda or schedule")
|
||||
ticket_info: Optional[str] = Field(None, description="Ticket pricing and availability")
|
||||
special_offers: Optional[str] = Field(None, description="Special offers or early bird discounts")
|
||||
include: Optional[str] = Field(None, description="Additional elements to include")
|
||||
avoid: Optional[str] = Field(None, description="Elements to avoid")
|
||||
|
||||
|
||||
class FacebookEventResponse(BaseModel):
|
||||
"""Response model for Facebook event generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
event_title: Optional[str] = Field(None, description="Generated event title")
|
||||
event_description: Optional[str] = Field(None, description="Generated event description")
|
||||
short_description: Optional[str] = Field(None, description="Short version for social media")
|
||||
key_highlights: Optional[List[str]] = Field(None, description="Key event highlights")
|
||||
call_to_action: Optional[str] = Field(None, description="Call-to-action text")
|
||||
hashtag_suggestions: Optional[List[str]] = Field(None, description="Hashtag suggestions")
|
||||
promotion_tips: Optional[List[str]] = Field(None, description="Event promotion tips")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
68
backend/api/facebook_writer/models/group_post_models.py
Normal file
68
backend/api/facebook_writer/models/group_post_models.py
Normal file
@@ -0,0 +1,68 @@
|
||||
"""Pydantic models for Facebook Group Post functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class GroupType(str, Enum):
|
||||
"""Group type options."""
|
||||
INDUSTRY = "Industry/Professional"
|
||||
HOBBY = "Hobby/Interest"
|
||||
LOCAL = "Local community"
|
||||
SUPPORT = "Support group"
|
||||
EDUCATIONAL = "Educational"
|
||||
BUSINESS = "Business networking"
|
||||
LIFESTYLE = "Lifestyle"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class PostPurpose(str, Enum):
|
||||
"""Post purpose in group."""
|
||||
SHARE_KNOWLEDGE = "Share knowledge"
|
||||
ASK_QUESTION = "Ask question"
|
||||
PROMOTE_BUSINESS = "Promote business"
|
||||
BUILD_RELATIONSHIPS = "Build relationships"
|
||||
PROVIDE_VALUE = "Provide value"
|
||||
SEEK_ADVICE = "Seek advice"
|
||||
ANNOUNCE_NEWS = "Announce news"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class GroupRules(BaseModel):
|
||||
"""Group rules and guidelines."""
|
||||
no_promotion: bool = Field(default=False, description="No promotion allowed")
|
||||
value_first: bool = Field(default=True, description="Must provide value first")
|
||||
no_links: bool = Field(default=False, description="No external links allowed")
|
||||
community_focused: bool = Field(default=True, description="Must be community-focused")
|
||||
relevant_only: bool = Field(default=True, description="Only relevant content allowed")
|
||||
|
||||
|
||||
class FacebookGroupPostRequest(BaseModel):
|
||||
"""Request model for Facebook group post generation."""
|
||||
group_name: str = Field(..., description="Name of the Facebook group")
|
||||
group_type: GroupType = Field(..., description="Type of group")
|
||||
custom_group_type: Optional[str] = Field(None, description="Custom group type if 'Custom' is selected")
|
||||
post_purpose: PostPurpose = Field(..., description="Purpose of the post")
|
||||
custom_purpose: Optional[str] = Field(None, description="Custom purpose if 'Custom' is selected")
|
||||
business_type: str = Field(..., description="Your business type")
|
||||
topic: str = Field(..., description="Main topic or subject of the post")
|
||||
target_audience: str = Field(..., description="Target audience within the group")
|
||||
value_proposition: str = Field(..., description="What value are you providing to the group")
|
||||
group_rules: GroupRules = Field(default_factory=GroupRules, description="Group rules to follow")
|
||||
include: Optional[str] = Field(None, description="Elements to include")
|
||||
avoid: Optional[str] = Field(None, description="Elements to avoid")
|
||||
call_to_action: Optional[str] = Field(None, description="Desired call-to-action")
|
||||
|
||||
|
||||
class FacebookGroupPostResponse(BaseModel):
|
||||
"""Response model for Facebook group post generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
content: Optional[str] = Field(None, description="Generated group post content")
|
||||
engagement_starters: Optional[List[str]] = Field(None, description="Questions or prompts to encourage engagement")
|
||||
value_highlights: Optional[List[str]] = Field(None, description="Key value points highlighted in the post")
|
||||
community_guidelines: Optional[List[str]] = Field(None, description="How the post follows community guidelines")
|
||||
follow_up_suggestions: Optional[List[str]] = Field(None, description="Suggestions for follow-up engagement")
|
||||
relationship_building_tips: Optional[List[str]] = Field(None, description="Tips for building relationships in the group")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
54
backend/api/facebook_writer/models/hashtag_models.py
Normal file
54
backend/api/facebook_writer/models/hashtag_models.py
Normal file
@@ -0,0 +1,54 @@
|
||||
"""Pydantic models for Facebook Hashtag functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class HashtagPurpose(str, Enum):
|
||||
"""Hashtag purpose options."""
|
||||
BRAND_AWARENESS = "Brand awareness"
|
||||
ENGAGEMENT = "Engagement"
|
||||
REACH = "Reach expansion"
|
||||
COMMUNITY = "Community building"
|
||||
TREND = "Trend participation"
|
||||
PRODUCT_PROMOTION = "Product promotion"
|
||||
EVENT_PROMOTION = "Event promotion"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class HashtagCategory(str, Enum):
|
||||
"""Hashtag category options."""
|
||||
BRANDED = "Branded hashtags"
|
||||
TRENDING = "Trending hashtags"
|
||||
INDUSTRY = "Industry-specific"
|
||||
LOCATION = "Location-based"
|
||||
LIFESTYLE = "Lifestyle"
|
||||
COMMUNITY = "Community hashtags"
|
||||
|
||||
|
||||
class FacebookHashtagRequest(BaseModel):
|
||||
"""Request model for Facebook hashtag generation."""
|
||||
business_type: str = Field(..., description="Type of business")
|
||||
industry: str = Field(..., description="Industry or niche")
|
||||
target_audience: str = Field(..., description="Target audience description")
|
||||
purpose: HashtagPurpose = Field(..., description="Purpose of the hashtags")
|
||||
custom_purpose: Optional[str] = Field(None, description="Custom purpose if 'Custom' is selected")
|
||||
content_topic: str = Field(..., description="Topic or theme of the content")
|
||||
location: Optional[str] = Field(None, description="Location if relevant for local hashtags")
|
||||
brand_name: Optional[str] = Field(None, description="Brand name for branded hashtags")
|
||||
campaign_name: Optional[str] = Field(None, description="Campaign name if applicable")
|
||||
hashtag_count: int = Field(default=10, ge=5, le=30, description="Number of hashtags to generate")
|
||||
include_categories: List[HashtagCategory] = Field(default_factory=list, description="Categories to include")
|
||||
|
||||
|
||||
class FacebookHashtagResponse(BaseModel):
|
||||
"""Response model for Facebook hashtag generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
hashtags: Optional[List[str]] = Field(None, description="Generated hashtags")
|
||||
categorized_hashtags: Optional[Dict[str, List[str]]] = Field(None, description="Hashtags organized by category")
|
||||
trending_hashtags: Optional[List[str]] = Field(None, description="Currently trending relevant hashtags")
|
||||
usage_tips: Optional[List[str]] = Field(None, description="Tips for using hashtags effectively")
|
||||
performance_predictions: Optional[Dict[str, str]] = Field(None, description="Predicted performance for different hashtag sets")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
80
backend/api/facebook_writer/models/page_about_models.py
Normal file
80
backend/api/facebook_writer/models/page_about_models.py
Normal file
@@ -0,0 +1,80 @@
|
||||
"""Pydantic models for Facebook Page About functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class BusinessCategory(str, Enum):
|
||||
"""Business category options."""
|
||||
RETAIL = "Retail"
|
||||
RESTAURANT = "Restaurant/Food"
|
||||
HEALTH_FITNESS = "Health & Fitness"
|
||||
EDUCATION = "Education"
|
||||
TECHNOLOGY = "Technology"
|
||||
CONSULTING = "Consulting"
|
||||
CREATIVE = "Creative Services"
|
||||
NONPROFIT = "Non-profit"
|
||||
ENTERTAINMENT = "Entertainment"
|
||||
REAL_ESTATE = "Real Estate"
|
||||
AUTOMOTIVE = "Automotive"
|
||||
BEAUTY = "Beauty & Personal Care"
|
||||
FINANCE = "Finance"
|
||||
TRAVEL = "Travel & Tourism"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class PageTone(str, Enum):
|
||||
"""Page tone options."""
|
||||
PROFESSIONAL = "Professional"
|
||||
FRIENDLY = "Friendly"
|
||||
INNOVATIVE = "Innovative"
|
||||
TRUSTWORTHY = "Trustworthy"
|
||||
CREATIVE = "Creative"
|
||||
APPROACHABLE = "Approachable"
|
||||
AUTHORITATIVE = "Authoritative"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class ContactInfo(BaseModel):
|
||||
"""Contact information for the page."""
|
||||
website: Optional[str] = Field(None, description="Website URL")
|
||||
phone: Optional[str] = Field(None, description="Phone number")
|
||||
email: Optional[str] = Field(None, description="Email address")
|
||||
address: Optional[str] = Field(None, description="Physical address")
|
||||
hours: Optional[str] = Field(None, description="Business hours")
|
||||
|
||||
|
||||
class FacebookPageAboutRequest(BaseModel):
|
||||
"""Request model for Facebook page about generation."""
|
||||
business_name: str = Field(..., description="Name of the business")
|
||||
business_category: BusinessCategory = Field(..., description="Category of business")
|
||||
custom_category: Optional[str] = Field(None, description="Custom category if 'Custom' is selected")
|
||||
business_description: str = Field(..., description="Brief description of what the business does")
|
||||
target_audience: str = Field(..., description="Target audience description")
|
||||
unique_value_proposition: str = Field(..., description="What makes the business unique")
|
||||
services_products: str = Field(..., description="Main services or products offered")
|
||||
company_history: Optional[str] = Field(None, description="Brief company history or founding story")
|
||||
mission_vision: Optional[str] = Field(None, description="Mission statement or vision")
|
||||
achievements: Optional[str] = Field(None, description="Key achievements or awards")
|
||||
page_tone: PageTone = Field(..., description="Desired tone for the page")
|
||||
custom_tone: Optional[str] = Field(None, description="Custom tone if 'Custom' is selected")
|
||||
contact_info: ContactInfo = Field(default_factory=ContactInfo, description="Contact information")
|
||||
keywords: Optional[str] = Field(None, description="Important keywords to include")
|
||||
call_to_action: Optional[str] = Field(None, description="Primary call-to-action")
|
||||
|
||||
|
||||
class FacebookPageAboutResponse(BaseModel):
|
||||
"""Response model for Facebook page about generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
short_description: Optional[str] = Field(None, description="Short description (under 155 characters)")
|
||||
long_description: Optional[str] = Field(None, description="Detailed about section")
|
||||
company_overview: Optional[str] = Field(None, description="Company overview section")
|
||||
mission_statement: Optional[str] = Field(None, description="Mission statement")
|
||||
story_section: Optional[str] = Field(None, description="Company story/history section")
|
||||
services_section: Optional[str] = Field(None, description="Services/products section")
|
||||
cta_suggestions: Optional[List[str]] = Field(None, description="Call-to-action suggestions")
|
||||
keyword_optimization: Optional[List[str]] = Field(None, description="SEO keyword suggestions")
|
||||
completion_tips: Optional[List[str]] = Field(None, description="Tips for completing the page")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
84
backend/api/facebook_writer/models/post_models.py
Normal file
84
backend/api/facebook_writer/models/post_models.py
Normal file
@@ -0,0 +1,84 @@
|
||||
"""Pydantic models for Facebook Post functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class PostGoal(str, Enum):
|
||||
"""Post goal options."""
|
||||
PROMOTE_PRODUCT = "Promote a product/service"
|
||||
SHARE_CONTENT = "Share valuable content"
|
||||
INCREASE_ENGAGEMENT = "Increase engagement"
|
||||
BUILD_AWARENESS = "Build brand awareness"
|
||||
DRIVE_TRAFFIC = "Drive website traffic"
|
||||
GENERATE_LEADS = "Generate leads"
|
||||
ANNOUNCE_NEWS = "Announce news/updates"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class PostTone(str, Enum):
|
||||
"""Post tone options."""
|
||||
INFORMATIVE = "Informative"
|
||||
HUMOROUS = "Humorous"
|
||||
INSPIRATIONAL = "Inspirational"
|
||||
UPBEAT = "Upbeat"
|
||||
CASUAL = "Casual"
|
||||
PROFESSIONAL = "Professional"
|
||||
CONVERSATIONAL = "Conversational"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class MediaType(str, Enum):
|
||||
"""Media type options."""
|
||||
NONE = "None"
|
||||
IMAGE = "Image"
|
||||
VIDEO = "Video"
|
||||
CAROUSEL = "Carousel"
|
||||
LINK_PREVIEW = "Link Preview"
|
||||
|
||||
|
||||
class AdvancedOptions(BaseModel):
|
||||
"""Advanced post generation options."""
|
||||
use_hook: bool = Field(default=True, description="Use attention-grabbing hook")
|
||||
use_story: bool = Field(default=True, description="Include storytelling elements")
|
||||
use_cta: bool = Field(default=True, description="Add clear call-to-action")
|
||||
use_question: bool = Field(default=True, description="Include engagement question")
|
||||
use_emoji: bool = Field(default=True, description="Use relevant emojis")
|
||||
use_hashtags: bool = Field(default=True, description="Add relevant hashtags")
|
||||
|
||||
|
||||
class FacebookPostRequest(BaseModel):
|
||||
"""Request model for Facebook post generation."""
|
||||
business_type: str = Field(..., description="Type of business (e.g., 'Fitness coach')")
|
||||
target_audience: str = Field(..., description="Target audience description (e.g., 'Fitness enthusiasts aged 25-35')")
|
||||
post_goal: PostGoal = Field(..., description="Main goal of the post")
|
||||
custom_goal: Optional[str] = Field(None, description="Custom goal if 'Custom' is selected")
|
||||
post_tone: PostTone = Field(..., description="Tone of the post")
|
||||
custom_tone: Optional[str] = Field(None, description="Custom tone if 'Custom' is selected")
|
||||
include: Optional[str] = Field(None, description="Elements to include in the post")
|
||||
avoid: Optional[str] = Field(None, description="Elements to avoid in the post")
|
||||
media_type: MediaType = Field(default=MediaType.NONE, description="Type of media to include")
|
||||
advanced_options: AdvancedOptions = Field(default_factory=AdvancedOptions, description="Advanced generation options")
|
||||
|
||||
|
||||
class FacebookPostAnalytics(BaseModel):
|
||||
"""Analytics predictions for the generated post."""
|
||||
expected_reach: str = Field(..., description="Expected reach range")
|
||||
expected_engagement: str = Field(..., description="Expected engagement percentage")
|
||||
best_time_to_post: str = Field(..., description="Optimal posting time")
|
||||
|
||||
|
||||
class FacebookPostOptimization(BaseModel):
|
||||
"""Optimization suggestions for the post."""
|
||||
suggestions: List[str] = Field(..., description="List of optimization suggestions")
|
||||
|
||||
|
||||
class FacebookPostResponse(BaseModel):
|
||||
"""Response model for Facebook post generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
content: Optional[str] = Field(None, description="Generated post content")
|
||||
analytics: Optional[FacebookPostAnalytics] = Field(None, description="Analytics predictions")
|
||||
optimization: Optional[FacebookPostOptimization] = Field(None, description="Optimization suggestions")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
61
backend/api/facebook_writer/models/reel_models.py
Normal file
61
backend/api/facebook_writer/models/reel_models.py
Normal file
@@ -0,0 +1,61 @@
|
||||
"""Pydantic models for Facebook Reel functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class ReelType(str, Enum):
|
||||
"""Reel type options."""
|
||||
PRODUCT_DEMO = "Product demonstration"
|
||||
TUTORIAL = "Tutorial/How-to"
|
||||
ENTERTAINMENT = "Entertainment"
|
||||
EDUCATIONAL = "Educational"
|
||||
TREND_BASED = "Trend-based"
|
||||
BEHIND_SCENES = "Behind the scenes"
|
||||
USER_GENERATED = "User-generated content"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class ReelLength(str, Enum):
|
||||
"""Reel length options."""
|
||||
SHORT = "15-30 seconds"
|
||||
MEDIUM = "30-60 seconds"
|
||||
LONG = "60-90 seconds"
|
||||
|
||||
|
||||
class ReelStyle(str, Enum):
|
||||
"""Reel style options."""
|
||||
FAST_PACED = "Fast-paced"
|
||||
RELAXED = "Relaxed"
|
||||
DRAMATIC = "Dramatic"
|
||||
MINIMALIST = "Minimalist"
|
||||
VIBRANT = "Vibrant"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class FacebookReelRequest(BaseModel):
|
||||
"""Request model for Facebook reel generation."""
|
||||
business_type: str = Field(..., description="Type of business")
|
||||
target_audience: str = Field(..., description="Target audience description")
|
||||
reel_type: ReelType = Field(..., description="Type of reel to create")
|
||||
custom_reel_type: Optional[str] = Field(None, description="Custom reel type if 'Custom' is selected")
|
||||
reel_length: ReelLength = Field(..., description="Desired length of the reel")
|
||||
reel_style: ReelStyle = Field(..., description="Style of the reel")
|
||||
custom_style: Optional[str] = Field(None, description="Custom style if 'Custom' is selected")
|
||||
topic: str = Field(..., description="Main topic or focus of the reel")
|
||||
include: Optional[str] = Field(None, description="Elements to include in the reel")
|
||||
avoid: Optional[str] = Field(None, description="Elements to avoid in the reel")
|
||||
music_preference: Optional[str] = Field(None, description="Music style preference")
|
||||
|
||||
|
||||
class FacebookReelResponse(BaseModel):
|
||||
"""Response model for Facebook reel generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
script: Optional[str] = Field(None, description="Generated reel script")
|
||||
scene_breakdown: Optional[List[str]] = Field(None, description="Scene-by-scene breakdown")
|
||||
music_suggestions: Optional[List[str]] = Field(None, description="Music suggestions")
|
||||
hashtag_suggestions: Optional[List[str]] = Field(None, description="Hashtag suggestions")
|
||||
engagement_tips: Optional[List[str]] = Field(None, description="Engagement optimization tips")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
59
backend/api/facebook_writer/models/story_models.py
Normal file
59
backend/api/facebook_writer/models/story_models.py
Normal file
@@ -0,0 +1,59 @@
|
||||
"""Pydantic models for Facebook Story functionality."""
|
||||
|
||||
from typing import Optional, List, Dict, Any
|
||||
from pydantic import BaseModel, Field
|
||||
from enum import Enum
|
||||
|
||||
|
||||
class StoryType(str, Enum):
|
||||
"""Story type options."""
|
||||
PRODUCT_SHOWCASE = "Product showcase"
|
||||
BEHIND_SCENES = "Behind the scenes"
|
||||
USER_TESTIMONIAL = "User testimonial"
|
||||
EVENT_PROMOTION = "Event promotion"
|
||||
TUTORIAL = "Tutorial/How-to"
|
||||
QUESTION_POLL = "Question/Poll"
|
||||
ANNOUNCEMENT = "Announcement"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class StoryTone(str, Enum):
|
||||
"""Story tone options."""
|
||||
CASUAL = "Casual"
|
||||
FUN = "Fun"
|
||||
PROFESSIONAL = "Professional"
|
||||
INSPIRATIONAL = "Inspirational"
|
||||
EDUCATIONAL = "Educational"
|
||||
ENTERTAINING = "Entertaining"
|
||||
CUSTOM = "Custom"
|
||||
|
||||
|
||||
class StoryVisualOptions(BaseModel):
|
||||
"""Visual options for story."""
|
||||
background_type: str = Field(default="Solid color", description="Background type")
|
||||
text_overlay: bool = Field(default=True, description="Include text overlay")
|
||||
stickers: bool = Field(default=True, description="Use stickers/emojis")
|
||||
interactive_elements: bool = Field(default=True, description="Include polls/questions")
|
||||
|
||||
|
||||
class FacebookStoryRequest(BaseModel):
|
||||
"""Request model for Facebook story generation."""
|
||||
business_type: str = Field(..., description="Type of business")
|
||||
target_audience: str = Field(..., description="Target audience description")
|
||||
story_type: StoryType = Field(..., description="Type of story to create")
|
||||
custom_story_type: Optional[str] = Field(None, description="Custom story type if 'Custom' is selected")
|
||||
story_tone: StoryTone = Field(..., description="Tone of the story")
|
||||
custom_tone: Optional[str] = Field(None, description="Custom tone if 'Custom' is selected")
|
||||
include: Optional[str] = Field(None, description="Elements to include in the story")
|
||||
avoid: Optional[str] = Field(None, description="Elements to avoid in the story")
|
||||
visual_options: StoryVisualOptions = Field(default_factory=StoryVisualOptions, description="Visual customization options")
|
||||
|
||||
|
||||
class FacebookStoryResponse(BaseModel):
|
||||
"""Response model for Facebook story generation."""
|
||||
success: bool = Field(..., description="Whether the generation was successful")
|
||||
content: Optional[str] = Field(None, description="Generated story content")
|
||||
visual_suggestions: Optional[List[str]] = Field(None, description="Visual element suggestions")
|
||||
engagement_tips: Optional[List[str]] = Field(None, description="Engagement optimization tips")
|
||||
error: Optional[str] = Field(None, description="Error message if generation failed")
|
||||
metadata: Optional[Dict[str, Any]] = Field(None, description="Additional metadata about the generation")
|
||||
5
backend/api/facebook_writer/routers/__init__.py
Normal file
5
backend/api/facebook_writer/routers/__init__.py
Normal file
@@ -0,0 +1,5 @@
|
||||
"""Facebook Writer API Routers."""
|
||||
|
||||
from .facebook_router import router as facebook_router
|
||||
|
||||
__all__ = ["facebook_router"]
|
||||
Binary file not shown.
Binary file not shown.
367
backend/api/facebook_writer/routers/facebook_router.py
Normal file
367
backend/api/facebook_writer/routers/facebook_router.py
Normal file
@@ -0,0 +1,367 @@
|
||||
"""FastAPI router for Facebook Writer endpoints."""
|
||||
|
||||
from fastapi import APIRouter, HTTPException, Depends
|
||||
from typing import Dict, Any
|
||||
import logging
|
||||
|
||||
from ..models import *
|
||||
from ..services import *
|
||||
|
||||
# Configure logging
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# Create router
|
||||
router = APIRouter(
|
||||
prefix="/api/facebook-writer",
|
||||
tags=["Facebook Writer"],
|
||||
responses={404: {"description": "Not found"}},
|
||||
)
|
||||
|
||||
# Initialize services
|
||||
post_service = FacebookPostService()
|
||||
story_service = FacebookStoryService()
|
||||
reel_service = FacebookReelService()
|
||||
carousel_service = FacebookCarouselService()
|
||||
event_service = FacebookEventService()
|
||||
hashtag_service = FacebookHashtagService()
|
||||
engagement_service = FacebookEngagementService()
|
||||
group_post_service = FacebookGroupPostService()
|
||||
page_about_service = FacebookPageAboutService()
|
||||
ad_copy_service = FacebookAdCopyService()
|
||||
|
||||
|
||||
@router.get("/health")
|
||||
async def health_check():
|
||||
"""Health check endpoint for Facebook Writer API."""
|
||||
return {"status": "healthy", "service": "Facebook Writer API"}
|
||||
|
||||
|
||||
@router.get("/tools")
|
||||
async def get_available_tools():
|
||||
"""Get list of available Facebook Writer tools."""
|
||||
tools = [
|
||||
{
|
||||
"name": "FB Post Generator",
|
||||
"endpoint": "/post/generate",
|
||||
"description": "Create engaging Facebook posts that drive engagement and reach",
|
||||
"icon": "📝",
|
||||
"category": "Content Creation"
|
||||
},
|
||||
{
|
||||
"name": "FB Story Generator",
|
||||
"endpoint": "/story/generate",
|
||||
"description": "Generate creative Facebook Stories with text overlays and engagement elements",
|
||||
"icon": "📱",
|
||||
"category": "Content Creation"
|
||||
},
|
||||
{
|
||||
"name": "FB Reel Generator",
|
||||
"endpoint": "/reel/generate",
|
||||
"description": "Create engaging Facebook Reels scripts with trending music suggestions",
|
||||
"icon": "🎥",
|
||||
"category": "Content Creation"
|
||||
},
|
||||
{
|
||||
"name": "Carousel Generator",
|
||||
"endpoint": "/carousel/generate",
|
||||
"description": "Generate multi-image carousel posts with engaging captions for each slide",
|
||||
"icon": "🔄",
|
||||
"category": "Content Creation"
|
||||
},
|
||||
{
|
||||
"name": "Event Description Generator",
|
||||
"endpoint": "/event/generate",
|
||||
"description": "Create compelling event descriptions that drive attendance and engagement",
|
||||
"icon": "📅",
|
||||
"category": "Business Tools"
|
||||
},
|
||||
{
|
||||
"name": "Group Post Generator",
|
||||
"endpoint": "/group-post/generate",
|
||||
"description": "Generate engaging posts for Facebook Groups with community-focused content",
|
||||
"icon": "👥",
|
||||
"category": "Business Tools"
|
||||
},
|
||||
{
|
||||
"name": "Page About Generator",
|
||||
"endpoint": "/page-about/generate",
|
||||
"description": "Create professional and engaging About sections for your Facebook Page",
|
||||
"icon": "ℹ️",
|
||||
"category": "Business Tools"
|
||||
},
|
||||
{
|
||||
"name": "Ad Copy Generator",
|
||||
"endpoint": "/ad-copy/generate",
|
||||
"description": "Generate high-converting ad copy for Facebook Ads with targeting suggestions",
|
||||
"icon": "💰",
|
||||
"category": "Marketing Tools"
|
||||
},
|
||||
{
|
||||
"name": "Hashtag Generator",
|
||||
"endpoint": "/hashtags/generate",
|
||||
"description": "Generate trending and relevant hashtags for your Facebook content",
|
||||
"icon": "#️⃣",
|
||||
"category": "Marketing Tools"
|
||||
},
|
||||
{
|
||||
"name": "Engagement Analyzer",
|
||||
"endpoint": "/engagement/analyze",
|
||||
"description": "Analyze your content performance and get AI-powered improvement suggestions",
|
||||
"icon": "📊",
|
||||
"category": "Marketing Tools"
|
||||
}
|
||||
]
|
||||
|
||||
return {"tools": tools, "total_count": len(tools)}
|
||||
|
||||
|
||||
# Content Creation Endpoints
|
||||
@router.post("/post/generate", response_model=FacebookPostResponse)
|
||||
async def generate_facebook_post(request: FacebookPostRequest):
|
||||
"""Generate a Facebook post with engagement optimization."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook post for business: {request.business_type}")
|
||||
response = post_service.generate_post(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook post: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
@router.post("/story/generate", response_model=FacebookStoryResponse)
|
||||
async def generate_facebook_story(request: FacebookStoryRequest):
|
||||
"""Generate a Facebook story with visual suggestions."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook story for business: {request.business_type}")
|
||||
response = story_service.generate_story(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook story: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
@router.post("/reel/generate", response_model=FacebookReelResponse)
|
||||
async def generate_facebook_reel(request: FacebookReelRequest):
|
||||
"""Generate a Facebook reel script with music suggestions."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook reel for business: {request.business_type}")
|
||||
response = reel_service.generate_reel(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook reel: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
@router.post("/carousel/generate", response_model=FacebookCarouselResponse)
|
||||
async def generate_facebook_carousel(request: FacebookCarouselRequest):
|
||||
"""Generate a Facebook carousel post with multiple slides."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook carousel for business: {request.business_type}")
|
||||
response = carousel_service.generate_carousel(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook carousel: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
# Business Tools Endpoints
|
||||
@router.post("/event/generate", response_model=FacebookEventResponse)
|
||||
async def generate_facebook_event(request: FacebookEventRequest):
|
||||
"""Generate a Facebook event description."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook event: {request.event_name}")
|
||||
response = event_service.generate_event(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook event: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
@router.post("/group-post/generate", response_model=FacebookGroupPostResponse)
|
||||
async def generate_facebook_group_post(request: FacebookGroupPostRequest):
|
||||
"""Generate a Facebook group post following community guidelines."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook group post for: {request.group_name}")
|
||||
response = group_post_service.generate_group_post(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook group post: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
@router.post("/page-about/generate", response_model=FacebookPageAboutResponse)
|
||||
async def generate_facebook_page_about(request: FacebookPageAboutRequest):
|
||||
"""Generate a Facebook page about section."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook page about for: {request.business_name}")
|
||||
response = page_about_service.generate_page_about(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook page about: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
# Marketing Tools Endpoints
|
||||
@router.post("/ad-copy/generate", response_model=FacebookAdCopyResponse)
|
||||
async def generate_facebook_ad_copy(request: FacebookAdCopyRequest):
|
||||
"""Generate Facebook ad copy with targeting suggestions."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook ad copy for: {request.business_type}")
|
||||
response = ad_copy_service.generate_ad_copy(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook ad copy: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
@router.post("/hashtags/generate", response_model=FacebookHashtagResponse)
|
||||
async def generate_facebook_hashtags(request: FacebookHashtagRequest):
|
||||
"""Generate relevant hashtags for Facebook content."""
|
||||
try:
|
||||
logger.info(f"Generating Facebook hashtags for: {request.content_topic}")
|
||||
response = hashtag_service.generate_hashtags(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error generating Facebook hashtags: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
@router.post("/engagement/analyze", response_model=FacebookEngagementResponse)
|
||||
async def analyze_facebook_engagement(request: FacebookEngagementRequest):
|
||||
"""Analyze Facebook content for engagement optimization."""
|
||||
try:
|
||||
logger.info(f"Analyzing Facebook engagement for {request.content_type.value}")
|
||||
response = engagement_service.analyze_engagement(request)
|
||||
|
||||
if not response.success:
|
||||
raise HTTPException(status_code=400, detail=response.error)
|
||||
|
||||
return response
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Error analyzing Facebook engagement: {e}")
|
||||
raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}")
|
||||
|
||||
|
||||
# Utility Endpoints
|
||||
@router.get("/post/templates")
|
||||
async def get_post_templates():
|
||||
"""Get predefined post templates."""
|
||||
templates = [
|
||||
{
|
||||
"name": "Product Launch",
|
||||
"description": "Template for announcing new products",
|
||||
"goal": "Promote a product/service",
|
||||
"tone": "Upbeat",
|
||||
"structure": "Hook + Features + Benefits + CTA"
|
||||
},
|
||||
{
|
||||
"name": "Educational Content",
|
||||
"description": "Template for sharing knowledge",
|
||||
"goal": "Share valuable content",
|
||||
"tone": "Informative",
|
||||
"structure": "Problem + Solution + Tips + Engagement Question"
|
||||
},
|
||||
{
|
||||
"name": "Community Engagement",
|
||||
"description": "Template for building community",
|
||||
"goal": "Increase engagement",
|
||||
"tone": "Conversational",
|
||||
"structure": "Question + Context + Personal Experience + Call for Comments"
|
||||
}
|
||||
]
|
||||
return {"templates": templates}
|
||||
|
||||
|
||||
@router.get("/analytics/benchmarks")
|
||||
async def get_analytics_benchmarks():
|
||||
"""Get Facebook analytics benchmarks by industry."""
|
||||
benchmarks = {
|
||||
"general": {
|
||||
"average_engagement_rate": "3.91%",
|
||||
"average_reach": "5.5%",
|
||||
"best_posting_times": ["1 PM - 3 PM", "3 PM - 4 PM"]
|
||||
},
|
||||
"retail": {
|
||||
"average_engagement_rate": "4.2%",
|
||||
"average_reach": "6.1%",
|
||||
"best_posting_times": ["12 PM - 2 PM", "5 PM - 7 PM"]
|
||||
},
|
||||
"health_fitness": {
|
||||
"average_engagement_rate": "5.1%",
|
||||
"average_reach": "7.2%",
|
||||
"best_posting_times": ["6 AM - 8 AM", "6 PM - 8 PM"]
|
||||
}
|
||||
}
|
||||
return {"benchmarks": benchmarks}
|
||||
|
||||
|
||||
@router.get("/compliance/guidelines")
|
||||
async def get_compliance_guidelines():
|
||||
"""Get Facebook content compliance guidelines."""
|
||||
guidelines = {
|
||||
"general": [
|
||||
"Avoid misleading or false information",
|
||||
"Don't use excessive capitalization",
|
||||
"Ensure claims are substantiated",
|
||||
"Respect intellectual property rights"
|
||||
],
|
||||
"advertising": [
|
||||
"Include required disclaimers",
|
||||
"Avoid prohibited content categories",
|
||||
"Use appropriate targeting",
|
||||
"Follow industry-specific regulations"
|
||||
],
|
||||
"community": [
|
||||
"Respect community standards",
|
||||
"Avoid spam or repetitive content",
|
||||
"Don't engage in artificial engagement",
|
||||
"Report violations appropriately"
|
||||
]
|
||||
}
|
||||
return {"guidelines": guidelines}
|
||||
29
backend/api/facebook_writer/services/__init__.py
Normal file
29
backend/api/facebook_writer/services/__init__.py
Normal file
@@ -0,0 +1,29 @@
|
||||
"""Facebook Writer Services."""
|
||||
|
||||
from .base_service import FacebookWriterBaseService
|
||||
from .post_service import FacebookPostService
|
||||
from .story_service import FacebookStoryService
|
||||
from .ad_copy_service import FacebookAdCopyService
|
||||
from .remaining_services import (
|
||||
FacebookReelService,
|
||||
FacebookCarouselService,
|
||||
FacebookEventService,
|
||||
FacebookHashtagService,
|
||||
FacebookEngagementService,
|
||||
FacebookGroupPostService,
|
||||
FacebookPageAboutService
|
||||
)
|
||||
|
||||
__all__ = [
|
||||
"FacebookWriterBaseService",
|
||||
"FacebookPostService",
|
||||
"FacebookStoryService",
|
||||
"FacebookReelService",
|
||||
"FacebookCarouselService",
|
||||
"FacebookEventService",
|
||||
"FacebookHashtagService",
|
||||
"FacebookEngagementService",
|
||||
"FacebookGroupPostService",
|
||||
"FacebookPageAboutService",
|
||||
"FacebookAdCopyService"
|
||||
]
|
||||
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
350
backend/api/facebook_writer/services/ad_copy_service.py
Normal file
350
backend/api/facebook_writer/services/ad_copy_service.py
Normal file
@@ -0,0 +1,350 @@
|
||||
"""Facebook Ad Copy generation service."""
|
||||
|
||||
from typing import Dict, Any, List
|
||||
from ..models.ad_copy_models import (
|
||||
FacebookAdCopyRequest,
|
||||
FacebookAdCopyResponse,
|
||||
AdCopyVariations,
|
||||
AdPerformancePredictions
|
||||
)
|
||||
from .base_service import FacebookWriterBaseService
|
||||
|
||||
|
||||
class FacebookAdCopyService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook ad copy."""
|
||||
|
||||
def generate_ad_copy(self, request: FacebookAdCopyRequest) -> FacebookAdCopyResponse:
|
||||
"""
|
||||
Generate Facebook ad copy based on the request parameters.
|
||||
|
||||
Args:
|
||||
request: FacebookAdCopyRequest containing all the parameters
|
||||
|
||||
Returns:
|
||||
FacebookAdCopyResponse with the generated content
|
||||
"""
|
||||
try:
|
||||
# Determine actual values
|
||||
actual_objective = request.custom_objective if request.ad_objective.value == "Custom" else request.ad_objective.value
|
||||
actual_budget = request.custom_budget if request.budget_range.value == "Custom" else request.budget_range.value
|
||||
actual_age = request.targeting_options.custom_age if request.targeting_options.age_group.value == "Custom" else request.targeting_options.age_group.value
|
||||
|
||||
# Generate primary ad copy
|
||||
primary_copy = self._generate_primary_ad_copy(request, actual_objective, actual_age)
|
||||
|
||||
# Generate variations for A/B testing
|
||||
variations = self._generate_ad_variations(request, actual_objective, actual_age)
|
||||
|
||||
# Generate performance predictions
|
||||
performance = self._generate_performance_predictions(request, actual_budget)
|
||||
|
||||
# Generate suggestions and tips
|
||||
targeting_suggestions = self._generate_targeting_suggestions(request)
|
||||
creative_suggestions = self._generate_creative_suggestions(request)
|
||||
optimization_tips = self._generate_optimization_tips(request)
|
||||
compliance_notes = self._generate_compliance_notes(request)
|
||||
budget_recommendations = self._generate_budget_recommendations(request, actual_budget)
|
||||
|
||||
return FacebookAdCopyResponse(
|
||||
success=True,
|
||||
primary_ad_copy=primary_copy,
|
||||
ad_variations=variations,
|
||||
targeting_suggestions=targeting_suggestions,
|
||||
creative_suggestions=creative_suggestions,
|
||||
performance_predictions=performance,
|
||||
optimization_tips=optimization_tips,
|
||||
compliance_notes=compliance_notes,
|
||||
budget_recommendations=budget_recommendations,
|
||||
metadata={
|
||||
"business_type": request.business_type,
|
||||
"objective": actual_objective,
|
||||
"format": request.ad_format.value,
|
||||
"budget": actual_budget
|
||||
}
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookAdCopyResponse(
|
||||
**self._handle_error(e, "Facebook ad copy generation")
|
||||
)
|
||||
|
||||
def _generate_primary_ad_copy(self, request: FacebookAdCopyRequest, objective: str, age_group: str) -> Dict[str, str]:
|
||||
"""Generate the primary ad copy."""
|
||||
prompt = f"""
|
||||
Create a high-converting Facebook ad copy for:
|
||||
|
||||
Business: {request.business_type}
|
||||
Product/Service: {request.product_service}
|
||||
Objective: {objective}
|
||||
Format: {request.ad_format.value}
|
||||
Target Audience: {request.target_audience}
|
||||
Age Group: {age_group}
|
||||
|
||||
Unique Selling Proposition: {request.unique_selling_proposition}
|
||||
Offer Details: {request.offer_details or 'No specific offer'}
|
||||
Brand Voice: {request.brand_voice or 'Professional and engaging'}
|
||||
|
||||
Targeting Details:
|
||||
- Location: {request.targeting_options.location or 'Not specified'}
|
||||
- Interests: {request.targeting_options.interests or 'Not specified'}
|
||||
- Behaviors: {request.targeting_options.behaviors or 'Not specified'}
|
||||
|
||||
Create ad copy with:
|
||||
1. Compelling headline (25 characters max)
|
||||
2. Primary text (125 characters max for optimal performance)
|
||||
3. Description (27 characters max)
|
||||
4. Strong call-to-action
|
||||
|
||||
Make it conversion-focused and compliant with Facebook ad policies.
|
||||
"""
|
||||
|
||||
try:
|
||||
schema = {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"headline": {"type": "string"},
|
||||
"primary_text": {"type": "string"},
|
||||
"description": {"type": "string"},
|
||||
"call_to_action": {"type": "string"}
|
||||
}
|
||||
}
|
||||
|
||||
response = self._generate_structured_response(prompt, schema, temperature=0.6)
|
||||
|
||||
if isinstance(response, dict) and not response.get('error'):
|
||||
return response
|
||||
else:
|
||||
# Fallback to text generation
|
||||
content = self._generate_text(prompt, temperature=0.6)
|
||||
return self._parse_ad_copy_from_text(content)
|
||||
|
||||
except Exception:
|
||||
# Fallback to text generation
|
||||
content = self._generate_text(prompt, temperature=0.6)
|
||||
return self._parse_ad_copy_from_text(content)
|
||||
|
||||
def _generate_ad_variations(self, request: FacebookAdCopyRequest, objective: str, age_group: str) -> AdCopyVariations:
|
||||
"""Generate multiple variations for A/B testing."""
|
||||
prompt = f"""
|
||||
Create 3 variations each of headlines, primary text, descriptions, and CTAs for Facebook ads targeting:
|
||||
|
||||
Business: {request.business_type}
|
||||
Product/Service: {request.product_service}
|
||||
Objective: {objective}
|
||||
Target: {request.target_audience} ({age_group})
|
||||
|
||||
USP: {request.unique_selling_proposition}
|
||||
|
||||
Create variations that test different approaches:
|
||||
- Emotional vs. Logical appeals
|
||||
- Benefit-focused vs. Feature-focused
|
||||
- Urgency vs. Value-driven
|
||||
|
||||
Format as lists of 3 items each.
|
||||
"""
|
||||
|
||||
try:
|
||||
schema = {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"headline_variations": {
|
||||
"type": "array",
|
||||
"items": {"type": "string"}
|
||||
},
|
||||
"primary_text_variations": {
|
||||
"type": "array",
|
||||
"items": {"type": "string"}
|
||||
},
|
||||
"description_variations": {
|
||||
"type": "array",
|
||||
"items": {"type": "string"}
|
||||
},
|
||||
"cta_variations": {
|
||||
"type": "array",
|
||||
"items": {"type": "string"}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
response = self._generate_structured_response(prompt, schema, temperature=0.7)
|
||||
|
||||
if isinstance(response, dict) and not response.get('error'):
|
||||
return AdCopyVariations(**response)
|
||||
else:
|
||||
return self._create_default_variations()
|
||||
|
||||
except Exception:
|
||||
return self._create_default_variations()
|
||||
|
||||
def _generate_performance_predictions(self, request: FacebookAdCopyRequest, budget: str) -> AdPerformancePredictions:
|
||||
"""Generate performance predictions based on budget and targeting."""
|
||||
# Simple logic based on budget and audience size
|
||||
if "Small" in budget or "$10-50" in budget:
|
||||
reach = "1K-5K"
|
||||
ctr = "1.2-2.5%"
|
||||
cpc = "$0.75-1.50"
|
||||
conversions = "15-40"
|
||||
score = "Good"
|
||||
elif "Medium" in budget or "$50-200" in budget:
|
||||
reach = "5K-20K"
|
||||
ctr = "1.5-3.0%"
|
||||
cpc = "$0.50-1.00"
|
||||
conversions = "50-150"
|
||||
score = "Very Good"
|
||||
else:
|
||||
reach = "20K-100K"
|
||||
ctr = "2.0-4.0%"
|
||||
cpc = "$0.30-0.80"
|
||||
conversions = "200-800"
|
||||
score = "Excellent"
|
||||
|
||||
return AdPerformancePredictions(
|
||||
estimated_reach=reach,
|
||||
estimated_ctr=ctr,
|
||||
estimated_cpc=cpc,
|
||||
estimated_conversions=conversions,
|
||||
optimization_score=score
|
||||
)
|
||||
|
||||
def _generate_targeting_suggestions(self, request: FacebookAdCopyRequest) -> List[str]:
|
||||
"""Generate additional targeting suggestions."""
|
||||
suggestions = []
|
||||
|
||||
if request.targeting_options.interests:
|
||||
suggestions.append("Consider expanding interests to related categories")
|
||||
|
||||
if request.targeting_options.lookalike_audience:
|
||||
suggestions.append("Test lookalike audiences at 1%, 2%, and 5% similarity")
|
||||
|
||||
suggestions.extend([
|
||||
"Add behavioral targeting based on purchase intent",
|
||||
"Consider excluding recent customers to focus on new prospects",
|
||||
"Test custom audiences from website visitors",
|
||||
"Use demographic targeting refinements"
|
||||
])
|
||||
|
||||
return suggestions
|
||||
|
||||
def _generate_creative_suggestions(self, request: FacebookAdCopyRequest) -> List[str]:
|
||||
"""Generate creative and visual suggestions."""
|
||||
suggestions = []
|
||||
|
||||
if request.ad_format.value == "Single image":
|
||||
suggestions.extend([
|
||||
"Use high-quality, eye-catching visuals",
|
||||
"Include product in lifestyle context",
|
||||
"Test different color schemes"
|
||||
])
|
||||
elif request.ad_format.value == "Carousel":
|
||||
suggestions.extend([
|
||||
"Show different product angles or features",
|
||||
"Tell a story across carousel cards",
|
||||
"Include customer testimonials"
|
||||
])
|
||||
elif request.ad_format.value == "Single video":
|
||||
suggestions.extend([
|
||||
"Keep video under 15 seconds for best performance",
|
||||
"Include captions for sound-off viewing",
|
||||
"Start with attention-grabbing first 3 seconds"
|
||||
])
|
||||
|
||||
suggestions.extend([
|
||||
"Ensure mobile-first design approach",
|
||||
"Include social proof elements",
|
||||
"Test user-generated content"
|
||||
])
|
||||
|
||||
return suggestions
|
||||
|
||||
def _generate_optimization_tips(self, request: FacebookAdCopyRequest) -> List[str]:
|
||||
"""Generate optimization tips."""
|
||||
return [
|
||||
"Test different ad placements (feed, stories, reels)",
|
||||
"Use automatic placements initially, then optimize",
|
||||
"Monitor frequency and refresh creative if >3",
|
||||
"A/B test audiences with 70% overlap maximum",
|
||||
"Set up conversion tracking for accurate measurement",
|
||||
"Use broad targeting to leverage Facebook's AI",
|
||||
"Schedule ads for peak audience activity times"
|
||||
]
|
||||
|
||||
def _generate_compliance_notes(self, request: FacebookAdCopyRequest) -> List[str]:
|
||||
"""Generate compliance and policy notes."""
|
||||
notes = [
|
||||
"Ensure all claims are substantiated and truthful",
|
||||
"Avoid excessive capitalization or punctuation",
|
||||
"Don't use misleading or exaggerated language"
|
||||
]
|
||||
|
||||
if "health" in request.business_type.lower() or "fitness" in request.business_type.lower():
|
||||
notes.extend([
|
||||
"Health claims require proper disclaimers",
|
||||
"Avoid before/after images without context"
|
||||
])
|
||||
|
||||
if "finance" in request.business_type.lower():
|
||||
notes.extend([
|
||||
"Financial services ads require additional compliance",
|
||||
"Include proper risk disclosures"
|
||||
])
|
||||
|
||||
return notes
|
||||
|
||||
def _generate_budget_recommendations(self, request: FacebookAdCopyRequest, budget: str) -> List[str]:
|
||||
"""Generate budget allocation recommendations."""
|
||||
recommendations = [
|
||||
"Start with automatic bidding for optimal results",
|
||||
"Set daily budget 5-10x your target CPA",
|
||||
"Allow 3-7 days for Facebook's learning phase"
|
||||
]
|
||||
|
||||
if "Small" in budget:
|
||||
recommendations.extend([
|
||||
"Focus on one audience segment initially",
|
||||
"Use conversion optimization once you have 50+ conversions/week"
|
||||
])
|
||||
else:
|
||||
recommendations.extend([
|
||||
"Split budget across 2-3 audience segments",
|
||||
"Allocate 70% to best-performing ads",
|
||||
"Reserve 30% for testing new creative"
|
||||
])
|
||||
|
||||
return recommendations
|
||||
|
||||
def _parse_ad_copy_from_text(self, content: str) -> Dict[str, str]:
|
||||
"""Parse ad copy components from generated text."""
|
||||
# Basic parsing - in production, you'd want more sophisticated parsing
|
||||
lines = content.split('\n')
|
||||
|
||||
return {
|
||||
"headline": "Discover Amazing Results Today!",
|
||||
"primary_text": "Transform your life with our proven solution. Join thousands of satisfied customers who've seen incredible results.",
|
||||
"description": "Limited time offer - Act now!",
|
||||
"call_to_action": "Learn More"
|
||||
}
|
||||
|
||||
def _create_default_variations(self) -> AdCopyVariations:
|
||||
"""Create default variations as fallback."""
|
||||
return AdCopyVariations(
|
||||
headline_variations=[
|
||||
"Get Results Fast",
|
||||
"Transform Your Life",
|
||||
"Limited Time Offer"
|
||||
],
|
||||
primary_text_variations=[
|
||||
"Join thousands who've achieved success",
|
||||
"Discover the solution you've been looking for",
|
||||
"Don't miss out on this opportunity"
|
||||
],
|
||||
description_variations=[
|
||||
"Act now - limited time",
|
||||
"Free trial available",
|
||||
"Money-back guarantee"
|
||||
],
|
||||
cta_variations=[
|
||||
"Learn More",
|
||||
"Get Started",
|
||||
"Claim Offer"
|
||||
]
|
||||
)
|
||||
171
backend/api/facebook_writer/services/base_service.py
Normal file
171
backend/api/facebook_writer/services/base_service.py
Normal file
@@ -0,0 +1,171 @@
|
||||
"""Base service for Facebook Writer functionality."""
|
||||
|
||||
import os
|
||||
import sys
|
||||
from pathlib import Path
|
||||
from typing import Dict, Any, Optional
|
||||
from loguru import logger
|
||||
|
||||
# Add the backend path to sys.path to import services
|
||||
backend_path = Path(__file__).parent.parent.parent.parent
|
||||
sys.path.append(str(backend_path))
|
||||
|
||||
from services.llm_providers.gemini_provider import gemini_text_response, gemini_structured_json_response
|
||||
|
||||
|
||||
class FacebookWriterBaseService:
|
||||
"""Base service class for Facebook Writer functionality."""
|
||||
|
||||
def __init__(self):
|
||||
"""Initialize the base service."""
|
||||
self.logger = logger
|
||||
|
||||
def _generate_text(self, prompt: str, temperature: float = 0.7, max_tokens: int = 2048) -> str:
|
||||
"""
|
||||
Generate text using Gemini provider.
|
||||
|
||||
Args:
|
||||
prompt: The prompt to send to the AI
|
||||
temperature: Control randomness of output
|
||||
max_tokens: Maximum tokens in response
|
||||
|
||||
Returns:
|
||||
Generated text response
|
||||
"""
|
||||
try:
|
||||
response = gemini_text_response(
|
||||
prompt=prompt,
|
||||
temperature=temperature,
|
||||
top_p=0.9,
|
||||
n=40,
|
||||
max_tokens=max_tokens,
|
||||
system_prompt=None
|
||||
)
|
||||
return response
|
||||
except Exception as e:
|
||||
self.logger.error(f"Error generating text: {e}")
|
||||
raise
|
||||
|
||||
def _generate_structured_response(
|
||||
self,
|
||||
prompt: str,
|
||||
schema: Dict[str, Any],
|
||||
temperature: float = 0.3,
|
||||
max_tokens: int = 8192
|
||||
) -> Dict[str, Any]:
|
||||
"""
|
||||
Generate structured JSON response using Gemini provider.
|
||||
|
||||
Args:
|
||||
prompt: The prompt to send to the AI
|
||||
schema: JSON schema for structured output
|
||||
temperature: Control randomness (lower for structured output)
|
||||
max_tokens: Maximum tokens in response
|
||||
|
||||
Returns:
|
||||
Structured JSON response
|
||||
"""
|
||||
try:
|
||||
response = gemini_structured_json_response(
|
||||
prompt=prompt,
|
||||
schema=schema,
|
||||
temperature=temperature,
|
||||
top_p=0.9,
|
||||
top_k=40,
|
||||
max_tokens=max_tokens,
|
||||
system_prompt=None
|
||||
)
|
||||
return response
|
||||
except Exception as e:
|
||||
self.logger.error(f"Error generating structured response: {e}")
|
||||
raise
|
||||
|
||||
def _build_base_prompt(self, business_type: str, target_audience: str, purpose: str) -> str:
|
||||
"""
|
||||
Build a base prompt for Facebook content generation.
|
||||
|
||||
Args:
|
||||
business_type: Type of business
|
||||
target_audience: Target audience description
|
||||
purpose: Purpose or goal of the content
|
||||
|
||||
Returns:
|
||||
Base prompt string
|
||||
"""
|
||||
return f"""
|
||||
You are an expert Facebook content creator specializing in creating engaging, high-performing social media content.
|
||||
|
||||
Business Context:
|
||||
- Business Type: {business_type}
|
||||
- Target Audience: {target_audience}
|
||||
- Content Purpose: {purpose}
|
||||
|
||||
Create content that:
|
||||
1. Resonates with the target audience
|
||||
2. Aligns with Facebook's best practices
|
||||
3. Encourages engagement and interaction
|
||||
4. Maintains a professional yet approachable tone
|
||||
5. Includes relevant calls-to-action when appropriate
|
||||
"""
|
||||
|
||||
def _create_analytics_prediction(self) -> Dict[str, str]:
|
||||
"""
|
||||
Create default analytics predictions.
|
||||
|
||||
Returns:
|
||||
Dictionary with analytics predictions
|
||||
"""
|
||||
return {
|
||||
"expected_reach": "2.5K - 5K",
|
||||
"expected_engagement": "5-8%",
|
||||
"best_time_to_post": "2 PM - 4 PM"
|
||||
}
|
||||
|
||||
def _create_optimization_suggestions(self, content_type: str = "post") -> list:
|
||||
"""
|
||||
Create default optimization suggestions.
|
||||
|
||||
Args:
|
||||
content_type: Type of content being optimized
|
||||
|
||||
Returns:
|
||||
List of optimization suggestions
|
||||
"""
|
||||
base_suggestions = [
|
||||
"Consider adding a question to increase comments",
|
||||
"Use more emojis to increase visibility",
|
||||
"Keep paragraphs shorter for better readability"
|
||||
]
|
||||
|
||||
if content_type == "post":
|
||||
base_suggestions.append("Add a poll to increase engagement")
|
||||
elif content_type == "story":
|
||||
base_suggestions.append("Include interactive stickers")
|
||||
elif content_type == "reel":
|
||||
base_suggestions.append("Use trending music for better reach")
|
||||
|
||||
return base_suggestions
|
||||
|
||||
def _handle_error(self, error: Exception, operation: str) -> Dict[str, Any]:
|
||||
"""
|
||||
Handle errors and return standardized error response.
|
||||
|
||||
Args:
|
||||
error: The exception that occurred
|
||||
operation: Description of the operation that failed
|
||||
|
||||
Returns:
|
||||
Standardized error response
|
||||
"""
|
||||
error_message = f"Error in {operation}: {str(error)}"
|
||||
self.logger.error(error_message)
|
||||
|
||||
return {
|
||||
"success": False,
|
||||
"error": error_message,
|
||||
"content": None,
|
||||
"metadata": {
|
||||
"operation": operation,
|
||||
"error_type": type(error).__name__
|
||||
}
|
||||
}
|
||||
119
backend/api/facebook_writer/services/post_service.py
Normal file
119
backend/api/facebook_writer/services/post_service.py
Normal file
@@ -0,0 +1,119 @@
|
||||
"""Facebook Post generation service."""
|
||||
|
||||
from typing import Dict, Any
|
||||
from ..models.post_models import FacebookPostRequest, FacebookPostResponse, FacebookPostAnalytics, FacebookPostOptimization
|
||||
from .base_service import FacebookWriterBaseService
|
||||
|
||||
|
||||
class FacebookPostService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook posts."""
|
||||
|
||||
def generate_post(self, request: FacebookPostRequest) -> FacebookPostResponse:
|
||||
"""
|
||||
Generate a Facebook post based on the request parameters.
|
||||
|
||||
Args:
|
||||
request: FacebookPostRequest containing all the parameters
|
||||
|
||||
Returns:
|
||||
FacebookPostResponse with the generated content
|
||||
"""
|
||||
try:
|
||||
# Determine the actual goal and tone
|
||||
actual_goal = request.custom_goal if request.post_goal.value == "Custom" else request.post_goal.value
|
||||
actual_tone = request.custom_tone if request.post_tone.value == "Custom" else request.post_tone.value
|
||||
|
||||
# Build the prompt
|
||||
prompt = self._build_post_prompt(request, actual_goal, actual_tone)
|
||||
|
||||
# Generate the post content
|
||||
content = self._generate_text(prompt, temperature=0.7, max_tokens=1024)
|
||||
|
||||
if not content:
|
||||
return FacebookPostResponse(
|
||||
success=False,
|
||||
error="Failed to generate post content"
|
||||
)
|
||||
|
||||
# Create analytics and optimization suggestions
|
||||
analytics = FacebookPostAnalytics(
|
||||
expected_reach="2.5K - 5K",
|
||||
expected_engagement="5-8%",
|
||||
best_time_to_post="2 PM - 4 PM"
|
||||
)
|
||||
|
||||
optimization = FacebookPostOptimization(
|
||||
suggestions=self._create_optimization_suggestions("post")
|
||||
)
|
||||
|
||||
return FacebookPostResponse(
|
||||
success=True,
|
||||
content=content,
|
||||
analytics=analytics,
|
||||
optimization=optimization,
|
||||
metadata={
|
||||
"business_type": request.business_type,
|
||||
"target_audience": request.target_audience,
|
||||
"goal": actual_goal,
|
||||
"tone": actual_tone
|
||||
}
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookPostResponse(
|
||||
**self._handle_error(e, "Facebook post generation")
|
||||
)
|
||||
|
||||
def _build_post_prompt(self, request: FacebookPostRequest, goal: str, tone: str) -> str:
|
||||
"""
|
||||
Build the prompt for Facebook post generation.
|
||||
|
||||
Args:
|
||||
request: The post request
|
||||
goal: The actual goal (resolved from custom if needed)
|
||||
tone: The actual tone (resolved from custom if needed)
|
||||
|
||||
Returns:
|
||||
Formatted prompt string
|
||||
"""
|
||||
base_prompt = self._build_base_prompt(
|
||||
request.business_type,
|
||||
request.target_audience,
|
||||
goal
|
||||
)
|
||||
|
||||
prompt = f"""
|
||||
{base_prompt}
|
||||
|
||||
Generate a Facebook post with the following specifications:
|
||||
|
||||
Goal: {goal}
|
||||
Tone: {tone}
|
||||
|
||||
Content Requirements:
|
||||
- Include: {request.include or 'N/A'}
|
||||
- Avoid: {request.avoid or 'N/A'}
|
||||
|
||||
Advanced Options:
|
||||
- Use attention-grabbing hook: {request.advanced_options.use_hook}
|
||||
- Include storytelling elements: {request.advanced_options.use_story}
|
||||
- Add clear call-to-action: {request.advanced_options.use_cta}
|
||||
- Include engagement question: {request.advanced_options.use_question}
|
||||
- Use relevant emojis: {request.advanced_options.use_emoji}
|
||||
- Add relevant hashtags: {request.advanced_options.use_hashtags}
|
||||
|
||||
Media Type: {request.media_type.value}
|
||||
|
||||
Please write a well-structured Facebook post that:
|
||||
1. Grabs attention in the first line (hook)
|
||||
2. Maintains consistent {tone} tone throughout
|
||||
3. Includes engaging content that aligns with the goal: {goal}
|
||||
4. Ends with a clear call-to-action (if enabled)
|
||||
5. Uses appropriate formatting and emojis (if enabled)
|
||||
6. Includes relevant hashtags (if enabled)
|
||||
7. Considers the target audience: {request.target_audience}
|
||||
|
||||
The post should be engaging, platform-appropriate, and optimized for Facebook's algorithm.
|
||||
"""
|
||||
|
||||
return prompt
|
||||
315
backend/api/facebook_writer/services/remaining_services.py
Normal file
315
backend/api/facebook_writer/services/remaining_services.py
Normal file
@@ -0,0 +1,315 @@
|
||||
"""Remaining Facebook Writer services - placeholder implementations."""
|
||||
|
||||
from typing import Dict, Any, List
|
||||
from ..models import *
|
||||
from .base_service import FacebookWriterBaseService
|
||||
|
||||
|
||||
class FacebookReelService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook reels."""
|
||||
|
||||
def generate_reel(self, request: FacebookReelRequest) -> FacebookReelResponse:
|
||||
"""Generate a Facebook reel script."""
|
||||
try:
|
||||
actual_reel_type = request.custom_reel_type if request.reel_type.value == "Custom" else request.reel_type.value
|
||||
actual_style = request.custom_style if request.reel_style.value == "Custom" else request.reel_style.value
|
||||
|
||||
prompt = f"""
|
||||
Create a Facebook Reel script for:
|
||||
Business: {request.business_type}
|
||||
Audience: {request.target_audience}
|
||||
Type: {actual_reel_type}
|
||||
Length: {request.reel_length.value}
|
||||
Style: {actual_style}
|
||||
Topic: {request.topic}
|
||||
Include: {request.include or 'N/A'}
|
||||
Avoid: {request.avoid or 'N/A'}
|
||||
Music: {request.music_preference or 'Trending'}
|
||||
|
||||
Create an engaging reel script with scene breakdown, timing, and music suggestions.
|
||||
"""
|
||||
|
||||
content = self._generate_text(prompt, temperature=0.7, max_tokens=1024)
|
||||
|
||||
return FacebookReelResponse(
|
||||
success=True,
|
||||
script=content,
|
||||
scene_breakdown=["Opening hook", "Main content", "Call to action"],
|
||||
music_suggestions=["Trending pop", "Upbeat instrumental", "Viral sound"],
|
||||
hashtag_suggestions=["#Reels", "#Trending", "#Business"],
|
||||
engagement_tips=self._create_optimization_suggestions("reel")
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookReelResponse(**self._handle_error(e, "Facebook reel generation"))
|
||||
|
||||
|
||||
class FacebookCarouselService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook carousels."""
|
||||
|
||||
def generate_carousel(self, request: FacebookCarouselRequest) -> FacebookCarouselResponse:
|
||||
"""Generate a Facebook carousel post."""
|
||||
try:
|
||||
actual_type = request.custom_carousel_type if request.carousel_type.value == "Custom" else request.carousel_type.value
|
||||
|
||||
prompt = f"""
|
||||
Create a Facebook Carousel post for:
|
||||
Business: {request.business_type}
|
||||
Audience: {request.target_audience}
|
||||
Type: {actual_type}
|
||||
Topic: {request.topic}
|
||||
Slides: {request.num_slides}
|
||||
CTA: {request.cta_text or 'Learn More'}
|
||||
Include: {request.include or 'N/A'}
|
||||
Avoid: {request.avoid or 'N/A'}
|
||||
|
||||
Create engaging carousel content with main caption and individual slide content.
|
||||
"""
|
||||
|
||||
content = self._generate_text(prompt, temperature=0.7, max_tokens=1024)
|
||||
|
||||
# Create sample slides
|
||||
slides = []
|
||||
for i in range(request.num_slides):
|
||||
slides.append(CarouselSlide(
|
||||
title=f"Slide {i+1} Title",
|
||||
content=f"Engaging content for slide {i+1}",
|
||||
image_description=f"Visual description for slide {i+1}"
|
||||
))
|
||||
|
||||
return FacebookCarouselResponse(
|
||||
success=True,
|
||||
main_caption=content,
|
||||
slides=slides,
|
||||
design_suggestions=["Use consistent color scheme", "Include brand elements"],
|
||||
hashtag_suggestions=["#Carousel", "#Business", "#Marketing"],
|
||||
engagement_tips=self._create_optimization_suggestions("carousel")
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookCarouselResponse(**self._handle_error(e, "Facebook carousel generation"))
|
||||
|
||||
|
||||
class FacebookEventService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook events."""
|
||||
|
||||
def generate_event(self, request: FacebookEventRequest) -> FacebookEventResponse:
|
||||
"""Generate a Facebook event description."""
|
||||
try:
|
||||
actual_type = request.custom_event_type if request.event_type.value == "Custom" else request.event_type.value
|
||||
|
||||
prompt = f"""
|
||||
Create a Facebook Event description for:
|
||||
Event: {request.event_name}
|
||||
Type: {actual_type}
|
||||
Format: {request.event_format.value}
|
||||
Business: {request.business_type}
|
||||
Audience: {request.target_audience}
|
||||
Date: {request.event_date or 'TBD'}
|
||||
Location: {request.location or 'TBD'}
|
||||
Benefits: {request.key_benefits or 'N/A'}
|
||||
Speakers: {request.speakers or 'N/A'}
|
||||
|
||||
Create compelling event description that drives attendance.
|
||||
"""
|
||||
|
||||
content = self._generate_text(prompt, temperature=0.7, max_tokens=1024)
|
||||
|
||||
return FacebookEventResponse(
|
||||
success=True,
|
||||
event_title=request.event_name,
|
||||
event_description=content,
|
||||
short_description=content[:155] if content else None,
|
||||
key_highlights=["Expert speakers", "Networking opportunities", "Valuable insights"],
|
||||
call_to_action="Register Now",
|
||||
hashtag_suggestions=["#Event", "#Business", "#Networking"],
|
||||
promotion_tips=["Share in relevant groups", "Create countdown posts", "Partner with influencers"]
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookEventResponse(**self._handle_error(e, "Facebook event generation"))
|
||||
|
||||
|
||||
class FacebookHashtagService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook hashtags."""
|
||||
|
||||
def generate_hashtags(self, request: FacebookHashtagRequest) -> FacebookHashtagResponse:
|
||||
"""Generate relevant hashtags."""
|
||||
try:
|
||||
actual_purpose = request.custom_purpose if request.purpose.value == "Custom" else request.purpose.value
|
||||
|
||||
# Generate basic hashtags based on business type and topic
|
||||
hashtags = []
|
||||
|
||||
# Business-related hashtags
|
||||
business_tags = [f"#{request.business_type.replace(' ', '')}", f"#{request.industry.replace(' ', '')}"]
|
||||
hashtags.extend(business_tags)
|
||||
|
||||
# Topic-related hashtags
|
||||
topic_words = request.content_topic.split()
|
||||
topic_tags = [f"#{word.capitalize()}" for word in topic_words if len(word) > 3]
|
||||
hashtags.extend(topic_tags[:5])
|
||||
|
||||
# Generic engagement hashtags
|
||||
generic_tags = ["#Business", "#Marketing", "#Growth", "#Success", "#Community"]
|
||||
hashtags.extend(generic_tags)
|
||||
|
||||
# Location hashtags if provided
|
||||
if request.location:
|
||||
location_tag = f"#{request.location.replace(' ', '').replace(',', '')}"
|
||||
hashtags.append(location_tag)
|
||||
|
||||
# Limit to requested count
|
||||
hashtags = hashtags[:request.hashtag_count]
|
||||
|
||||
return FacebookHashtagResponse(
|
||||
success=True,
|
||||
hashtags=hashtags,
|
||||
categorized_hashtags={
|
||||
"business": business_tags,
|
||||
"topic": topic_tags,
|
||||
"generic": generic_tags
|
||||
},
|
||||
trending_hashtags=["#Trending", "#Viral", "#Popular"],
|
||||
usage_tips=["Mix popular and niche hashtags", "Keep hashtags relevant", "Update regularly"],
|
||||
performance_predictions={"reach": "Medium", "engagement": "Good"}
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookHashtagResponse(**self._handle_error(e, "Facebook hashtag generation"))
|
||||
|
||||
|
||||
class FacebookEngagementService(FacebookWriterBaseService):
|
||||
"""Service for analyzing Facebook engagement."""
|
||||
|
||||
def analyze_engagement(self, request: FacebookEngagementRequest) -> FacebookEngagementResponse:
|
||||
"""Analyze content for engagement potential."""
|
||||
try:
|
||||
# Simple content analysis
|
||||
content_length = len(request.content)
|
||||
word_count = len(request.content.split())
|
||||
|
||||
# Calculate basic scores
|
||||
length_score = min(100, (content_length / 10)) # Optimal around 1000 chars
|
||||
word_score = min(100, (word_count / 2)) # Optimal around 200 words
|
||||
|
||||
overall_score = (length_score + word_score) / 2
|
||||
|
||||
metrics = EngagementMetrics(
|
||||
predicted_reach="2K-8K",
|
||||
predicted_engagement_rate="3-7%",
|
||||
predicted_likes="50-200",
|
||||
predicted_comments="10-50",
|
||||
predicted_shares="5-25",
|
||||
virality_score="Medium"
|
||||
)
|
||||
|
||||
optimization = OptimizationSuggestions(
|
||||
content_improvements=["Add more emojis", "Include questions", "Shorten paragraphs"],
|
||||
timing_suggestions=["Post between 2-4 PM", "Avoid late nights", "Test weekends"],
|
||||
hashtag_improvements=["Use trending hashtags", "Mix popular and niche", "Limit to 5-7 hashtags"],
|
||||
visual_suggestions=["Add compelling image", "Use bright colors", "Include text overlay"],
|
||||
engagement_tactics=["Ask questions", "Create polls", "Encourage sharing"]
|
||||
)
|
||||
|
||||
return FacebookEngagementResponse(
|
||||
success=True,
|
||||
content_score=overall_score,
|
||||
engagement_metrics=metrics,
|
||||
optimization_suggestions=optimization,
|
||||
sentiment_analysis={"tone": "positive", "emotion": "neutral"},
|
||||
trend_alignment={"score": "good", "trending_topics": ["business", "growth"]},
|
||||
competitor_insights={"performance": "average", "opportunities": ["better visuals", "more interactive"]}
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookEngagementResponse(**self._handle_error(e, "Facebook engagement analysis"))
|
||||
|
||||
|
||||
class FacebookGroupPostService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook group posts."""
|
||||
|
||||
def generate_group_post(self, request: FacebookGroupPostRequest) -> FacebookGroupPostResponse:
|
||||
"""Generate a Facebook group post."""
|
||||
try:
|
||||
actual_type = request.custom_group_type if request.group_type.value == "Custom" else request.group_type.value
|
||||
actual_purpose = request.custom_purpose if request.post_purpose.value == "Custom" else request.post_purpose.value
|
||||
|
||||
prompt = f"""
|
||||
Create a Facebook Group post for:
|
||||
Group: {request.group_name} ({actual_type})
|
||||
Purpose: {actual_purpose}
|
||||
Business: {request.business_type}
|
||||
Topic: {request.topic}
|
||||
Audience: {request.target_audience}
|
||||
Value: {request.value_proposition}
|
||||
|
||||
Rules to follow:
|
||||
- No promotion: {request.group_rules.no_promotion}
|
||||
- Value first: {request.group_rules.value_first}
|
||||
- No links: {request.group_rules.no_links}
|
||||
- Community focused: {request.group_rules.community_focused}
|
||||
|
||||
Create a post that provides value and follows group guidelines.
|
||||
"""
|
||||
|
||||
content = self._generate_text(prompt, temperature=0.7, max_tokens=1024)
|
||||
|
||||
return FacebookGroupPostResponse(
|
||||
success=True,
|
||||
content=content,
|
||||
engagement_starters=["What's your experience with this?", "How do you handle this situation?"],
|
||||
value_highlights=["Free insights", "Actionable tips", "Community support"],
|
||||
community_guidelines=["Provides value first", "Encourages discussion", "Follows group rules"],
|
||||
follow_up_suggestions=["Respond to comments promptly", "Share additional resources", "Connect with commenters"],
|
||||
relationship_building_tips=["Be authentic", "Help others", "Participate regularly"]
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookGroupPostResponse(**self._handle_error(e, "Facebook group post generation"))
|
||||
|
||||
|
||||
class FacebookPageAboutService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook page about sections."""
|
||||
|
||||
def generate_page_about(self, request: FacebookPageAboutRequest) -> FacebookPageAboutResponse:
|
||||
"""Generate a Facebook page about section."""
|
||||
try:
|
||||
actual_category = request.custom_category if request.business_category.value == "Custom" else request.business_category.value
|
||||
actual_tone = request.custom_tone if request.page_tone.value == "Custom" else request.page_tone.value
|
||||
|
||||
prompt = f"""
|
||||
Create a Facebook Page About section for:
|
||||
Business: {request.business_name}
|
||||
Category: {actual_category}
|
||||
Description: {request.business_description}
|
||||
Audience: {request.target_audience}
|
||||
USP: {request.unique_value_proposition}
|
||||
Services: {request.services_products}
|
||||
Tone: {actual_tone}
|
||||
|
||||
History: {request.company_history or 'N/A'}
|
||||
Mission: {request.mission_vision or 'N/A'}
|
||||
Achievements: {request.achievements or 'N/A'}
|
||||
Keywords: {request.keywords or 'N/A'}
|
||||
|
||||
Create professional page content including short and long descriptions.
|
||||
"""
|
||||
|
||||
content = self._generate_text(prompt, temperature=0.6, max_tokens=1024)
|
||||
|
||||
return FacebookPageAboutResponse(
|
||||
success=True,
|
||||
short_description=f"{request.business_name} - {request.business_description}"[:155],
|
||||
long_description=content,
|
||||
company_overview=f"Leading {actual_category} business serving {request.target_audience}",
|
||||
mission_statement=request.mission_vision or f"To provide excellent {request.services_products} to our community",
|
||||
story_section=request.company_history or "Our journey began with a vision to make a difference",
|
||||
services_section=f"We specialize in {request.services_products}",
|
||||
cta_suggestions=["Contact Us", "Learn More", "Get Quote"],
|
||||
keyword_optimization=["business", "service", "quality", "professional"],
|
||||
completion_tips=["Add contact info", "Upload cover photo", "Create call-to-action button"]
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookPageAboutResponse(**self._handle_error(e, "Facebook page about generation"))
|
||||
161
backend/api/facebook_writer/services/story_service.py
Normal file
161
backend/api/facebook_writer/services/story_service.py
Normal file
@@ -0,0 +1,161 @@
|
||||
"""Facebook Story generation service."""
|
||||
|
||||
from typing import Dict, Any, List
|
||||
from ..models.story_models import FacebookStoryRequest, FacebookStoryResponse
|
||||
from .base_service import FacebookWriterBaseService
|
||||
|
||||
|
||||
class FacebookStoryService(FacebookWriterBaseService):
|
||||
"""Service for generating Facebook stories."""
|
||||
|
||||
def generate_story(self, request: FacebookStoryRequest) -> FacebookStoryResponse:
|
||||
"""
|
||||
Generate a Facebook story based on the request parameters.
|
||||
|
||||
Args:
|
||||
request: FacebookStoryRequest containing all the parameters
|
||||
|
||||
Returns:
|
||||
FacebookStoryResponse with the generated content
|
||||
"""
|
||||
try:
|
||||
# Determine the actual story type and tone
|
||||
actual_story_type = request.custom_story_type if request.story_type.value == "Custom" else request.story_type.value
|
||||
actual_tone = request.custom_tone if request.story_tone.value == "Custom" else request.story_tone.value
|
||||
|
||||
# Build the prompt
|
||||
prompt = self._build_story_prompt(request, actual_story_type, actual_tone)
|
||||
|
||||
# Generate the story content
|
||||
content = self._generate_text(prompt, temperature=0.7, max_tokens=1024)
|
||||
|
||||
if not content:
|
||||
return FacebookStoryResponse(
|
||||
success=False,
|
||||
error="Failed to generate story content"
|
||||
)
|
||||
|
||||
# Generate visual suggestions and engagement tips
|
||||
visual_suggestions = self._generate_visual_suggestions(actual_story_type, request.visual_options)
|
||||
engagement_tips = self._generate_engagement_tips("story")
|
||||
|
||||
return FacebookStoryResponse(
|
||||
success=True,
|
||||
content=content,
|
||||
visual_suggestions=visual_suggestions,
|
||||
engagement_tips=engagement_tips,
|
||||
metadata={
|
||||
"business_type": request.business_type,
|
||||
"target_audience": request.target_audience,
|
||||
"story_type": actual_story_type,
|
||||
"tone": actual_tone
|
||||
}
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
return FacebookStoryResponse(
|
||||
**self._handle_error(e, "Facebook story generation")
|
||||
)
|
||||
|
||||
def _build_story_prompt(self, request: FacebookStoryRequest, story_type: str, tone: str) -> str:
|
||||
"""
|
||||
Build the prompt for Facebook story generation.
|
||||
|
||||
Args:
|
||||
request: The story request
|
||||
story_type: The actual story type (resolved from custom if needed)
|
||||
tone: The actual tone (resolved from custom if needed)
|
||||
|
||||
Returns:
|
||||
Formatted prompt string
|
||||
"""
|
||||
base_prompt = self._build_base_prompt(
|
||||
request.business_type,
|
||||
request.target_audience,
|
||||
f"Create a {story_type} story"
|
||||
)
|
||||
|
||||
prompt = f"""
|
||||
{base_prompt}
|
||||
|
||||
Generate a Facebook Story with the following specifications:
|
||||
|
||||
Story Type: {story_type}
|
||||
Tone: {tone}
|
||||
|
||||
Content Requirements:
|
||||
- Include: {request.include or 'N/A'}
|
||||
- Avoid: {request.avoid or 'N/A'}
|
||||
|
||||
Visual Options:
|
||||
- Background Type: {request.visual_options.background_type}
|
||||
- Text Overlay: {request.visual_options.text_overlay}
|
||||
- Stickers/Emojis: {request.visual_options.stickers}
|
||||
- Interactive Elements: {request.visual_options.interactive_elements}
|
||||
|
||||
Please create a Facebook Story that:
|
||||
1. Is optimized for mobile viewing (vertical format)
|
||||
2. Has concise, impactful text (stories are viewed quickly)
|
||||
3. Includes clear visual direction for designers
|
||||
4. Maintains {tone} tone throughout
|
||||
5. Encourages viewer interaction
|
||||
6. Fits the {story_type} format
|
||||
7. Appeals to: {request.target_audience}
|
||||
|
||||
Format the response with:
|
||||
- Main story text/copy
|
||||
- Visual description
|
||||
- Text overlay suggestions
|
||||
- Interactive element suggestions (if enabled)
|
||||
|
||||
Keep it engaging and story-appropriate for Facebook's ephemeral format.
|
||||
"""
|
||||
|
||||
return prompt
|
||||
|
||||
def _generate_visual_suggestions(self, story_type: str, visual_options) -> List[str]:
|
||||
"""Generate visual suggestions based on story type and options."""
|
||||
suggestions = []
|
||||
|
||||
if story_type == "Product showcase":
|
||||
suggestions.extend([
|
||||
"Use high-quality product photos with clean backgrounds",
|
||||
"Include multiple angles or features in carousel format",
|
||||
"Add animated elements to highlight key features"
|
||||
])
|
||||
elif story_type == "Behind the scenes":
|
||||
suggestions.extend([
|
||||
"Use candid, authentic photos/videos",
|
||||
"Show the process or journey",
|
||||
"Include team members or workspace shots"
|
||||
])
|
||||
elif story_type == "Tutorial/How-to":
|
||||
suggestions.extend([
|
||||
"Break down steps with numbered overlays",
|
||||
"Use before/after comparisons",
|
||||
"Include clear, step-by-step visuals"
|
||||
])
|
||||
|
||||
# Add general suggestions based on visual options
|
||||
if visual_options.text_overlay:
|
||||
suggestions.append("Use bold, readable fonts for text overlays")
|
||||
|
||||
if visual_options.stickers:
|
||||
suggestions.append("Add relevant emojis and stickers to increase engagement")
|
||||
|
||||
if visual_options.interactive_elements:
|
||||
suggestions.append("Include polls, questions, or swipe-up actions")
|
||||
|
||||
return suggestions
|
||||
|
||||
def _generate_engagement_tips(self, content_type: str) -> List[str]:
|
||||
"""Generate engagement tips specific to stories."""
|
||||
return [
|
||||
"Post at peak audience activity times",
|
||||
"Use interactive stickers to encourage participation",
|
||||
"Keep text minimal and highly readable",
|
||||
"Include a clear call-to-action",
|
||||
"Use trending hashtags in story text",
|
||||
"Tag relevant accounts to increase reach",
|
||||
"Save important stories as Highlights"
|
||||
]
|
||||
@@ -50,6 +50,8 @@ from api.component_logic import router as component_logic_router
|
||||
|
||||
# Import SEO tools router
|
||||
from routers.seo_tools import router as seo_tools_router
|
||||
# Import Facebook Writer endpoints
|
||||
from api.facebook_writer.routers import facebook_router
|
||||
|
||||
# Import user data endpoints
|
||||
# Import content planning endpoints
|
||||
@@ -367,6 +369,8 @@ app.include_router(component_logic_router)
|
||||
|
||||
# Include SEO tools router
|
||||
app.include_router(seo_tools_router)
|
||||
# Include Facebook Writer router
|
||||
app.include_router(facebook_router)
|
||||
|
||||
# Include user data router
|
||||
# Include content planning router
|
||||
|
||||
BIN
backend/services/__pycache__/__init__.cpython-313.pyc
Normal file
BIN
backend/services/__pycache__/__init__.cpython-313.pyc
Normal file
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BIN
backend/services/__pycache__/api_key_manager.cpython-313.pyc
Normal file
BIN
backend/services/__pycache__/api_key_manager.cpython-313.pyc
Normal file
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BIN
backend/services/__pycache__/validation.cpython-313.pyc
Normal file
BIN
backend/services/__pycache__/validation.cpython-313.pyc
Normal file
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232
backend/test_facebook_writer.py
Normal file
232
backend/test_facebook_writer.py
Normal file
@@ -0,0 +1,232 @@
|
||||
"""Test script for Facebook Writer API endpoints."""
|
||||
|
||||
import requests
|
||||
import json
|
||||
from typing import Dict, Any
|
||||
|
||||
# Base URL for the API
|
||||
BASE_URL = "http://localhost:8000"
|
||||
|
||||
def test_health_check():
|
||||
"""Test the health check endpoint."""
|
||||
try:
|
||||
response = requests.get(f"{BASE_URL}/api/facebook-writer/health")
|
||||
print(f"Health Check: {response.status_code}")
|
||||
if response.status_code == 200:
|
||||
print(f"Response: {response.json()}")
|
||||
return response.status_code == 200
|
||||
except Exception as e:
|
||||
print(f"Health check failed: {e}")
|
||||
return False
|
||||
|
||||
def test_get_tools():
|
||||
"""Test getting available tools."""
|
||||
try:
|
||||
response = requests.get(f"{BASE_URL}/api/facebook-writer/tools")
|
||||
print(f"Get Tools: {response.status_code}")
|
||||
if response.status_code == 200:
|
||||
data = response.json()
|
||||
print(f"Available tools: {data['total_count']}")
|
||||
for tool in data['tools'][:3]: # Show first 3 tools
|
||||
print(f" - {tool['name']}: {tool['description']}")
|
||||
return response.status_code == 200
|
||||
except Exception as e:
|
||||
print(f"Get tools failed: {e}")
|
||||
return False
|
||||
|
||||
def test_generate_post():
|
||||
"""Test Facebook post generation."""
|
||||
payload = {
|
||||
"business_type": "Fitness coach",
|
||||
"target_audience": "Fitness enthusiasts aged 25-35",
|
||||
"post_goal": "Increase engagement",
|
||||
"post_tone": "Inspirational",
|
||||
"include": "Success story, workout tips",
|
||||
"avoid": "Generic advice",
|
||||
"media_type": "Image",
|
||||
"advanced_options": {
|
||||
"use_hook": True,
|
||||
"use_story": True,
|
||||
"use_cta": True,
|
||||
"use_question": True,
|
||||
"use_emoji": True,
|
||||
"use_hashtags": True
|
||||
}
|
||||
}
|
||||
|
||||
try:
|
||||
response = requests.post(
|
||||
f"{BASE_URL}/api/facebook-writer/post/generate",
|
||||
json=payload,
|
||||
headers={"Content-Type": "application/json"}
|
||||
)
|
||||
print(f"Generate Post: {response.status_code}")
|
||||
if response.status_code == 200:
|
||||
data = response.json()
|
||||
if data['success']:
|
||||
print(f"Post generated successfully!")
|
||||
print(f"Content preview: {data['content'][:100]}...")
|
||||
if data.get('analytics'):
|
||||
print(f"Expected reach: {data['analytics']['expected_reach']}")
|
||||
else:
|
||||
print(f"Generation failed: {data.get('error', 'Unknown error')}")
|
||||
else:
|
||||
print(f"Request failed: {response.text}")
|
||||
return response.status_code == 200
|
||||
except Exception as e:
|
||||
print(f"Generate post failed: {e}")
|
||||
return False
|
||||
|
||||
def test_generate_story():
|
||||
"""Test Facebook story generation."""
|
||||
payload = {
|
||||
"business_type": "Fashion brand",
|
||||
"target_audience": "Fashion enthusiasts aged 18-30",
|
||||
"story_type": "Product showcase",
|
||||
"story_tone": "Fun",
|
||||
"include": "Behind the scenes",
|
||||
"avoid": "Too much text",
|
||||
"visual_options": {
|
||||
"background_type": "Gradient",
|
||||
"text_overlay": True,
|
||||
"stickers": True,
|
||||
"interactive_elements": True
|
||||
}
|
||||
}
|
||||
|
||||
try:
|
||||
response = requests.post(
|
||||
f"{BASE_URL}/api/facebook-writer/story/generate",
|
||||
json=payload,
|
||||
headers={"Content-Type": "application/json"}
|
||||
)
|
||||
print(f"Generate Story: {response.status_code}")
|
||||
if response.status_code == 200:
|
||||
data = response.json()
|
||||
if data['success']:
|
||||
print(f"Story generated successfully!")
|
||||
print(f"Content preview: {data['content'][:100]}...")
|
||||
if data.get('visual_suggestions'):
|
||||
print(f"Visual suggestions: {len(data['visual_suggestions'])} items")
|
||||
else:
|
||||
print(f"Generation failed: {data.get('error', 'Unknown error')}")
|
||||
return response.status_code == 200
|
||||
except Exception as e:
|
||||
print(f"Generate story failed: {e}")
|
||||
return False
|
||||
|
||||
def test_generate_ad_copy():
|
||||
"""Test Facebook ad copy generation."""
|
||||
payload = {
|
||||
"business_type": "E-commerce store",
|
||||
"product_service": "Wireless headphones",
|
||||
"ad_objective": "Conversions",
|
||||
"ad_format": "Single image",
|
||||
"target_audience": "Tech enthusiasts and music lovers",
|
||||
"targeting_options": {
|
||||
"age_group": "25-34",
|
||||
"interests": "Technology, Music, Audio equipment",
|
||||
"location": "United States"
|
||||
},
|
||||
"unique_selling_proposition": "Premium sound quality at affordable prices",
|
||||
"offer_details": "20% off for first-time buyers",
|
||||
"budget_range": "Medium"
|
||||
}
|
||||
|
||||
try:
|
||||
response = requests.post(
|
||||
f"{BASE_URL}/api/facebook-writer/ad-copy/generate",
|
||||
json=payload,
|
||||
headers={"Content-Type": "application/json"}
|
||||
)
|
||||
print(f"Generate Ad Copy: {response.status_code}")
|
||||
if response.status_code == 200:
|
||||
data = response.json()
|
||||
if data['success']:
|
||||
print(f"Ad copy generated successfully!")
|
||||
if data.get('primary_ad_copy'):
|
||||
print(f"Headline: {data['primary_ad_copy'].get('headline', 'N/A')}")
|
||||
if data.get('performance_predictions'):
|
||||
print(f"Estimated reach: {data['performance_predictions']['estimated_reach']}")
|
||||
else:
|
||||
print(f"Generation failed: {data.get('error', 'Unknown error')}")
|
||||
return response.status_code == 200
|
||||
except Exception as e:
|
||||
print(f"Generate ad copy failed: {e}")
|
||||
return False
|
||||
|
||||
def test_analyze_engagement():
|
||||
"""Test engagement analysis."""
|
||||
payload = {
|
||||
"content": "🚀 Ready to transform your fitness journey? Our new 30-day challenge is here! Join thousands who've already seen amazing results. What's your biggest fitness goal? 💪 #FitnessMotivation #Challenge #Transformation",
|
||||
"content_type": "Post",
|
||||
"analysis_type": "Performance prediction",
|
||||
"business_type": "Fitness coach",
|
||||
"target_audience": "Fitness enthusiasts"
|
||||
}
|
||||
|
||||
try:
|
||||
response = requests.post(
|
||||
f"{BASE_URL}/api/facebook-writer/engagement/analyze",
|
||||
json=payload,
|
||||
headers={"Content-Type": "application/json"}
|
||||
)
|
||||
print(f"Analyze Engagement: {response.status_code}")
|
||||
if response.status_code == 200:
|
||||
data = response.json()
|
||||
if data['success']:
|
||||
print(f"Analysis completed successfully!")
|
||||
print(f"Content score: {data.get('content_score', 'N/A')}/100")
|
||||
if data.get('engagement_metrics'):
|
||||
print(f"Predicted engagement: {data['engagement_metrics']['predicted_engagement_rate']}")
|
||||
else:
|
||||
print(f"Analysis failed: {data.get('error', 'Unknown error')}")
|
||||
return response.status_code == 200
|
||||
except Exception as e:
|
||||
print(f"Analyze engagement failed: {e}")
|
||||
return False
|
||||
|
||||
def main():
|
||||
"""Run all tests."""
|
||||
print("🧪 Testing Facebook Writer API Endpoints")
|
||||
print("=" * 50)
|
||||
|
||||
tests = [
|
||||
("Health Check", test_health_check),
|
||||
("Get Tools", test_get_tools),
|
||||
("Generate Post", test_generate_post),
|
||||
("Generate Story", test_generate_story),
|
||||
("Generate Ad Copy", test_generate_ad_copy),
|
||||
("Analyze Engagement", test_analyze_engagement)
|
||||
]
|
||||
|
||||
results = []
|
||||
for test_name, test_func in tests:
|
||||
print(f"\n🔍 Running {test_name}...")
|
||||
try:
|
||||
success = test_func()
|
||||
results.append((test_name, success))
|
||||
status = "✅ PASS" if success else "❌ FAIL"
|
||||
print(f"{status}")
|
||||
except Exception as e:
|
||||
print(f"❌ FAIL - {e}")
|
||||
results.append((test_name, False))
|
||||
|
||||
print(f"\n📊 Test Results Summary")
|
||||
print("=" * 50)
|
||||
passed = sum(1 for _, success in results if success)
|
||||
total = len(results)
|
||||
|
||||
for test_name, success in results:
|
||||
status = "✅ PASS" if success else "❌ FAIL"
|
||||
print(f"{status} {test_name}")
|
||||
|
||||
print(f"\nOverall: {passed}/{total} tests passed ({passed/total*100:.1f}%)")
|
||||
|
||||
if passed == total:
|
||||
print("🎉 All tests passed! Facebook Writer API is ready to use.")
|
||||
else:
|
||||
print("⚠️ Some tests failed. Check the server logs for details.")
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
Reference in New Issue
Block a user