A sentence-final particle ba (吧) can be added to an imperative to solicit agreement from the listener, thus making it a very gentle command.
→ 我們一起走吧 (w˘o-men y¯ıq˘ı z˘ou ba/ Let us go together.)
Reference: Chinese: a linguistic introduction by Chao Fen Sun