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A gaming rig is a waste of money because you don't need a fast gpu on a such a server. You want a boring server box and even better one with built-in "ilo" remote management.
hm. i actually use gpu a lot for local ollama that is connected to stuff like homeassistant, onyx, openwebUI etc... and OP said business stuff..so i guess uploading a PDF to openwebUI is a valid local use case to have gpu.
OP listed the apps they want to run and none of that was on their list
ilo is the brand name.
You want OOBM/IPMI