Thermal field theory is essential for calculating the angular distribution of the Cosmic Microwave Background (CMB) temperature by incorporating finite temperature effects into quantum field theory. Unlike standard quantum field theory, which operates at zero temperature and focuses on the ground state, thermal field theory accounts for excited states weighted by a Boltzmann factor, allowing for temperature-dependent observables. The two-point temperature function, a key concept in this context, represents a two-point cross-correlation function that helps analyze temperature fluctuations across the sky. This approach is particularly relevant when studying the CMB, as it provides insights into the underlying physics at different temperatures. Understanding these principles is crucial for interpreting the CMB's angular distribution accurately.