I know this question has been asked long ago but I found it. Its built right into GUI. You just need to drag and make those Name, Type tabs little bit small to make space for the Foreign Key tab. Place your mouse pointer at the end and drag the header.
My version of SQLite Browser is Version 3.7.0.