Quaternions and octonions are mathematical constructs that extend complex numbers, with specific multiplication properties. Quaternions are particularly useful in quantum mechanics, relativity theory, and 3D programming for modeling rotations. Despite their applications, some argue that vector algebra can achieve similar results, leading to historical debates over their necessity in physics. Quaternions have also been linked to significant theories in electromagnetism and gravity, although they are not comprehensive for all geometrical concepts. Overall, they serve as important tools in both theoretical and applied physics.