A Riemannian manifold is a smooth manifold equipped with an inner product on the tangent space at each point, allowing for the generalization of geometric concepts such as angles, distances, and curvature. This structure enables the application of calculus and analysis techniques to study the manifold's geometric properties and its intrinsic shape.