A Signed Distance Function (SDF) is a mathematical function that provides the shortest distance from any given point to the surface of a shape, while indicating whether the point is inside or outside the shape by the sign of the distance. SDFs are crucial in computer graphics and computational geometry for tasks like rendering, collision detection, and constructive solid geometry operations.