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So I have a certain object that consists of multiple parts everyone of which has a different color/material. Do I need to separate those parts in editing mode or can I just add different textures to one object?
No you do not need to separate the object.
Just go into edit mode and select the faces you want, then click the + button in Materials and add new material to selected faces by hitting assign.
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