See it in action at http://umtunes.com
Internet radio style application that only plays tunes by Umphrey's McGee. Connects users directly with files served by archive.org, which contains about 2,000 recordings of live UM shows. Which is like a million billion songs.
Project includes a Python scraper, scripts for creating and loading the database, a Flask application, and a JavaScript HTML5 audio player for the client.