What is the main purpose of a speech bubble in a graphic novel

It is to show what character is talking. (Dialogue)

A graphic novel uses the interplay of text and illustrations in a comic-strip format to tell a story. Instead of relying on just text to construct a narrative, it uses graphical elements such as panels, frames, speech/thought balloons, etc. in a sequential way to create and evoke a story in a reader's mind.