📰 AI Newsletter Generator

🚀 AI Newsletter Generator is an Apify Actor that automatically curates and generates professional AI and Data Analytics newsletters using Tavily Search and LLM-powered content creation.

It leverages:

• 🔍 Tavily Search API for gathering the latest AI-related news.
• 🧠 OpenAI GPT models for writing well-structured newsletters.
• 📜 Multiple refinement prompts for improving clarity and engagement.
• ⚙ Apify Actor framework for automation.

🏆 Features

✔ AI News Aggregation – Fetches the latest news on AI topics.
✔ Structured Summarization – Extracts key insights from news articles.
✔ Professional Newsletter Writing – Generates a clear and engaging newsletter.
✔ Refinement & Engagement Enhancement – Makes content concise and lively.
✔ Markdown Reports – Auto-saved to Apify Key-Value Store.

🚀 How It Works

1️⃣ Search for AI News – Uses Tavily Search API to find relevant articles.
2️⃣ Summarize Key Insights – Extracts main takeaways from articles.
3️⃣ Generate Newsletter – Uses an LLM to write a well-structured newsletter.
4️⃣ Refine & Enhance – Improves clarity and makes it engaging.
5️⃣ Save & Store – Saves the final report in Markdown format.

📦 Installation & Setup

1️⃣ Clone the Repository

git clone https://github.com/yourusername/ai-newsletter.git
cd ai-newsletter

2️⃣ Create a Virtual Environment (Optional)

python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

3️⃣ Install Dependencies

$pip install -r requirements.txt

4️⃣ Set API Keys

Create a .env file and add your API keys:

OPENAI_API_KEY=your-openai-key

🎯 How to Run Locally

$apify run --input-file=input.json

📜 Example input.json

{
    "topic": "Latest AI Breakthroughs in 2025"
}

🛠 Project Structure

ai-newsletter/
│── src/
│   ├── main.py         # Apify Actor entry point
│   ├── tools.py        # Tavily search & summarization tools
│   ├── prompts.py      # LLM prompt templates
│   ├── models.py       # Pydantic data models
│   ├── newsletter.md   # Generated newsletter
│── .venv/              # Virtual environment (optional)
│── requirements.txt    # Python dependencies
│── README.md           # Project documentation
│── input.json          # Example input format
│── .env                # API keys (gitignore this file)

Example Newsletter Output

📰 AI Weekly Newsletter

🔍 Executive Summary

AI continues to revolutionize industries with breakthroughs in GPT-5, AI-powered healthcare, and autonomous robotics.

🏆 Latest AI Breakthroughs

📌 OpenAI Introduces GPT-5

GPT-5 is set to redefine AI with improved reasoning, efficiency, and multimodal capabilities. (Source)

🤖 AI-Powered Healthcare

AI models are now diagnosing diseases more accurately than doctors in early trials. (Source)

🚀 Self-Driving Cars Advance

Tesla and Waymo report record autonomous miles driven with AI-powered navigation. (Source)

🎯 Key Takeaways

• AI is evolving rapidly, impacting industries globally.
• Ethical considerations are critical as AI integrates into daily life.
• Businesses are racing to deploy AI-driven solutions.

📌 Generated by AI Newsletter Generator. Stay informed!