The Pythagorean theorem states that in a right triangle, the square of the hypotenuse is equal to the sum of the squares of the other two sides. The document provides an example of using the Pythagorean theorem to calculate the length of the hypotenuse of a triangle when the lengths of the other two sides are known. It also gives the formula for calculating the distance between two points.