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I'd recommend to go with some form of mini PC. If you don't need much CPU power there are some very cheap N100 ones where you can upgrade the RAM.
N100 are low power, but quite capable of doing most things you'll be asking a simple service box to do for you. Good option, and cheap.
Yes, the only real drawback is the single channel memory connection, but that's rarely a bottleneck.