article_extractor

Installation

1. Clone the repository:

   https://github.com/stadiello/article_extractor

2. Navigate to the project directory:

   cd article_extractor

3. Install dependencies using pyproject.toml:

   pip install .

4. (BIS) Install dependencies using poetry:

   poetry install

Usage

Launch the app :

streamlit run src/extractor/main.py

Connect at the url and follow the instructions.

Add or modify questions

You just have to add your new question on a new line in the questions.txt in the folder data.

Minimal config

AI Models Used

• Ollama (in bot.py) with the model deepseek-r1:8b
• Selenium for web scraping

Recommended Minimal Configuration

CPU:

• Intel Core i5/AMD Ryzen 5 (minimum 4 cores)
• 2.5 GHz or higher

RAM:

• Minimum recommended: 16 GB

Storage:

• SSD with at least 20 GB of free space (for models and dependencies)

GPU:

• Not mandatory but recommended
• If using a GPU: NVIDIA with at least 4 GB VRAM
• Without a GPU: The project will work but may run slower

Important Note:

The project can run without a GPU because:

• Ollama can execute on a CPU
• Streamlit and Selenium do not require a GPU However, using a GPU will significantly improve performance.

Supported Operating Systems:

• macOS
• Linux
• Windows (WSL recommended)

Contact

For questions or support, please contact the development team at tadiello.sebastien@gmail.com.