For non-technical users, some GitHub developers build standalone desktop applications using frameworks like Electron or C#/.NET.
These scripts automate a headless browser instance to scroll through the book, capture the image elements, and use libraries like ReportLab or PIL (Pillow) to bind the images into a PDF. google books downloader github