It's from Romance of The Three Kingdoms. In short, he's basically saying she is smart and capable, but also poking fun at himself for expecting her to be romantic at this moment.
Special kudos should go to the scriptwriter who did a phenomenal job. So many novel adaptations have bad scripts and disappoint. I hope they work on more projects in the future.