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We determine the Weierstrass semigroup at one and two totally ramified places in a Kummer extension defined by the affine equation over , the algebraic closure of , where are pairwise distinct elements, and . For an arbitrary function field, from the knowledge of the minimal generating set of the Weierstrass semigroup at two rational places, the set of pure gaps is characterized. We apply these results to construct algebraic geometry codes over certain function fields with many rational places.

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