How to keep messages private among users

Hi,
I have a messaging function on my app where users can send messages to each other. Currently the messages are saved in the database where the admin (me) could read it while other users not in the message can’t. Will it be a good idea if the messages are saved in the users phone instead of the database so the admin can’t read it? And how do I go about doing that?