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Newsletter Automation System

An AI-powered blog automation system that generates, schedules, and publishes educational content for international students and young professionals.

🚀 Features

  • AI-Powered Content Generation: Creates engaging blog posts using GPT-4
  • Automated Research: Scrapes trending topics from LinkedIn, Forbes, and educational sources
  • Thumbnail Generation: Automatically creates eye-catching images for each post
  • SEO Optimization: Built-in meta descriptions and keyword optimization
  • Citation Management: Tracks and cites all sources used in content
  • Scheduling System: Publishes blogs bi-weekly automatically
  • Customizable Voice: Maintains Re-Defined's community-first tone
  • Web Dashboard: Easy-to-use interface for monitoring and customization

📋 Requirements

  • Python 3.9+
  • OpenAI API Key
  • Database (PostgreSQL or SQLite)
  • Image generation API access (DALL-E or Stable Diffusion)
  • Web hosting for dashboard

🛠️ Installation

  1. Clone the repository:
git clone https://github.com/re-defined/blog-automation.git
cd blog-automation
  1. Create virtual environment:
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
  1. Install dependencies:
pip install -r requirements.txt
  1. Set up environment variables:
cp .env.example .env
# Edit .env with your API keys and configuration
  1. Initialize database:
python src/database/init_db.py
  1. Run the application:
python app.py

🏗️ Project Structure

re-defined-blog-automation/
├── src/
│   ├── content_generator/      # AI content generation
│   ├── scraper/               # Web scraping for trends
│   ├── image_generator/       # Thumbnail creation
│   ├── seo_optimizer/         # SEO tools
│   ├── publisher/             # Publishing automation
│   ├── scheduler/             # Scheduling system
│   └── database/              # Database models
├── web/                       # Web dashboard
├── tests/                     # Test suite
├── config/                    # Configuration files
└── logs/                      # Application logs

📝 Usage

Generate a Blog Post

from src.content_generator import BlogGenerator

generator = BlogGenerator()
blog = generator.create_blog(
    topic="Tips for International Students",
    word_count=500
)

Schedule Publication

from src.scheduler import BlogScheduler

scheduler = BlogScheduler()
scheduler.schedule_blog(blog, publish_date="2024-06-26")

🎯 Content Guidelines

  • Length: 300-600 words
  • Tone: Friendly, supportive, community-focused
  • Topics: Education, career development, job market insights
  • Audience: International students and young professionals

📊 Success Metrics

  • ✅ 2 blogs auto-published during testing
  • ✅ Custom thumbnails generated
  • ✅ SEO meta descriptions included
  • ✅ Sources properly cited
  • ✅ Bi-weekly automation ready

🤝 Support

For questions or issues, please contact the development team.