Inner product spaces are a generalization of Euclidean spaces where the notion of angle and length are defined, allowing for the extension of geometric concepts to more abstract vector spaces. These spaces are fundamental in functional analysis and quantum mechanics, providing a framework for orthogonality, projections, and decompositions like the Gram-Schmidt process.