To briefly answer your question, Linux is a virtual-memory operating system like pretty-much any other these days. And all such systems want to use 100% of available RAM if they can... it's there, after all, and meant to be used. It's entirely normal, and good, to see near-100% physical RAM utilization at all times when there's anything useful going on.
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