A semi-metric space is a generalization of a metric space where the distance function (called a semi-metric) satisfies all the properties of a metric except possibly the symmetry condition. In other words, for a semi-metric $d$, the following properties hold:

1. Non-negativity: $d(x, y) \geq 0$ for all $x, y$ in the space.