OnTheFly2.0 is a web application to aid users collecting biological information from documents. With OnTheFly2.0 one is able to extract bioentities from individual articles in formats such as plain text, Microsoft Word, Excel and PDF files ad scan images and identify terms by using Optical Character Recognition (OCR).