why it seems deviating from the novel, am I wrong?

I haven't really read the novel, is the manhwa plot different from it?

I read it a long time ago and can't remember Agnes going with the both of them, if I can remember correctly, Agnes leaves alone and sacrifice herself then after she disappear Grey didn't give up and find her