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The main goal of the paper is to generalize Castelnuovo-Mumford regularity for coherent sheaves on projective spaces to coherent sheaves on smooth projective varieties $X$ with a geometric collection $\\sigma $. We define the notion of regularity of a coherent sheaf $\\cF$ on $X$ with respect to $\\sigma$. 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