File size: 1,771 Bytes
0f62534 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 |
# 5. Component Architecture
### 5.1 New Components
#### KeywordAnalysisService
**Responsibility:** Handle keyword frequency analysis for content planning
**Integration Points:** Integrated with existing content service and API endpoints
**Key Interfaces:**
- analyze_keyword_frequency(keywords: List[str]) -> Dict[str, str]
**Dependencies:**
- **Existing Components:** Uses existing database connection and authentication
- **New Components:** None
**Technology Stack:** Python, existing Flask framework
#### ImageGenerationService (Updated)
**Responsibility:** Handle image generation using FLUX.1-dev instead of Qwen
**Integration Points:** Integrated with existing content service and AI workflow
**Key Interfaces:**
- generate_flux_image(prompt: str, seed: int, dimensions: tuple, guidance_scale: float, inference_steps: int) -> str
**Dependencies:**
- **Existing Components:** Uses existing gradio_client and authentication
- **New Components:** None
**Technology Stack:** Python, gradio_client, existing Flask framework
### 5.2 Component Interaction Diagram
```mermaid
graph TB
subgraph "Frontend"
A[Posts Page] --> B[KeywordAnalysisPanel]
A --> C[ImageGenerationPanel]
B --> D[KeywordAnalysisService]
C --> E[ImageGenerationService]
end
subgraph "Backend API"
F[app.py] --> G[posts_bp]
G --> H[content_service]
G --> I[keyword_analysis_service]
end
subgraph "AI Services"
H --> J[FLUX.1-dev via gradio_client]
I --> K[Existing RSS/Post Data]
end
subgraph "Database"
L[Supabase] --> H
L --> I
end
D -.-> G
E -.-> G
B -.-> D
C -.-> E
```
|