I found two different sources about the origin of this phrase. One source said it originated with tobacco , the other source says it was due to taking a bite that was entirely too big for one's mouth . Regardless of the origin of the phrase being due to food or tobacco the meaning today is that someone has agreed to do something more than they can handle.