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In this paper,we review the recent work on the study of uanti_er elimination (QE) and cylindrical algebraic decomposition (CAD) based on the theory of triangular decompositions and regular chains.The implementation of them in the Regular Chains library is explained through simple examples as well as a non-trivial application.