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Stay away from Plex, if you like to go with Free and Open source.
I'll start with Jellyfin, and Arr family (sonarr,radarr,prowlarr or Jackett), Vaultwarden and immich
Edit: Learn to spin up docker instances first, as above services would be easier to manage in docker containers and for back ups I prefer Duplicati. And if you run it 24x7 add AdguardHome or PiHole to the mix
Edit1: if you are extremely new to docker instances and find it hard to learn, just spin up CasaOS and you'll be good to go as it makes spinning up docker containers so easy.
Does duplicati have to do periodic full backups?
I've used borgbackup / borgmatic. One full backup and only incrementals thereafter.
Okay, so do I did some digging and there is a good news for you. Though it is incremental after 1st go, and there is no way to change it, I checked. Here, these incremental backups are not the traditional incremental backups we know of. They work a little different and no backups are dependent on each here.
For more details checked the answer in forums by lead Dev : https://forum.duplicati.com/t/backup-type-is-incremental/8786/3?u=fedonr
And also here it is by a Contributor who manages their documentation: https://github.com/duplicati/duplicati/issues/3182#issuecomment-382128082