Since I'm working on a similar project, this is how I am planning to pull content from the web, utilizing percollate[1] to get the HTML content, I haven't written any implementation for this in Python yet.
If you don't mind me asking, how were you going to implement spaced repetition? Since the Incremental Reading algorithm has never been published as far as I know.