How to upgrade MariaDB 10.3 to 10.6 in RHEL8 linux?

Unfortunately the official/default is 10.3, despite it officially being said that CyberPanel should install 10.5 by default (here and elsewhere). I created a feature request for it: Include latest version of mariadb 10.6 in default build