We prove that any totally geodesic hypersurface of a 6-dimensional nearly K"ahler manifold is a Sasaki-Einstein manifold, and so it has a hypo structure in the sense of \cite{ConS}. We show that any Sasaki-Einstein 5-manifold defines a nearly K"ahler structure on the sin-cone , and a compact nearly K"ahler structure with conical singularities on when is compact thus providing a link between Calabi-Yau structure on the cone and the nearly K"ahler structure on the sin-cone . We define the notion of {\it nearly hypo} structure that leads to a general construction of nearly K"ahler structure on . We determine {\it double hypo} structure as the intersection of hypo and nearly hypo structures and classify double hypo structures on 5-dimensional Lie algebras with non-zero first Betti number. An extension of the concept of nearly K"ahler structure is introduced, which we refer to as {\it nearly half flat} SU(3)-structure, that leads us to generalize the construction of nearly parallel -structures on given in \cite{BM}. For and for , we describe explicitly a Sasaki-Einstein hypo structure as well as the corresponding nearly K"ahler structures on and , and the nearly parallel -structures on and $(N^5\times [0,\pi])\times [0,\pi]$.

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