The correct answer is "読んでください". In the given conversation, the speaker asks if they need to read the entire book, and the teacher responds by saying "No, please read it." This indicates that the teacher is instructing the speaker to read the book, so the appropriate phrase to use is "読んでください" which means "Please read."