Alkali metals cannot be extracted by reduction of their oxides and other compounds because

Alkali metal are highly electropositive elements i.e., they are good metals, and hence they are acting as strong reducing aqentsTherefore alkali metal oxides and their compounds can't be reduced by any other reducing agents ie., the reduction by any other element is not possible