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This paper studies geometric structures on noncommutative hypersurfaces within a module-theoretic approach to noncommutative Riemannian (spin) geometry. A construction to induce differential, Riemannian and spinorial structures from a noncommutative embedding space to a noncommutative hypersurface is developed and applied to obtain noncommutative hypersurface Dirac operators. The general construction is illustrated by studying the sequence $^{2}{\theta} \hookrightarrow ^{3}{\theta} \hookrightarrow ^{4}_{\theta}$ of noncommutative hypersurface embeddings.

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