The Lp norm is a mathematical function used to measure the magnitude of a vector in a generalized way, encompassing various specific norms like the Euclidean norm (L2) and Manhattan norm (L1). It is defined as the p-th root of the sum of the absolute values of the vector components raised to the power of p, providing a flexible tool to quantify vector lengths in different contexts by varying the parameter p.