📰 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.

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🏆 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.

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🚀 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.

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📦 Installation & Setup

1️⃣ Clone the Repository

1git clone https://github.com/yourusername/ai-newsletter.git
2cd ai-newsletter

2️⃣ Create a Virtual Environment (Optional)

1python -m venv .venv
2source .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

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🎯 How to Run Locally

apify run --input-file=input.json

📜 Example input.json

1{
2    "topic": "Latest AI Breakthroughs in 2025"
3}

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🛠 Project Structure

1ai-newsletter/
2│── src/
3│   ├── main.py         # Apify Actor entry point
4│   ├── tools.py        # Tavily search & summarization tools
5│   ├── prompts.py      # LLM prompt templates
6│   ├── models.py       # Pydantic data models
7│   ├── newsletter.md   # Generated newsletter
8│── .venv/              # Virtual environment (optional)
9│── requirements.txt    # Python dependencies
10│── README.md           # Project documentation
11│── input.json          # Example input format
12│── .env                # API keys (gitignore this file)

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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.

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📌 Generated by AI Newsletter Generator. Stay informed!