Building an Automated Price Tracking Tool

The text is a comprehensive guide on building a Python-based e-commerce price tracking application that notifies users of price drops through Discord alerts. The application uses various tools and technologies, including Streamlit for the user interface, Firecrawl for web scraping, SQLAlchemy for database management, and GitHub Actions for scheduling automated price checks. The guide details each step, from setting up the development environment and creating a database schema to implementing asynchronous notifications and deploying the app. It also highlights the benefits of using these tools, such as ease of integration and scalability, while acknowledging the limitations of free-tier services used in the project. The text concludes with recommendations for further improvements and additional resources for expanding the application's capabilities.