Dark energy, a mysterious force believed to drive the accelerating expansion of the universe, is at the forefront of modern astrophysical research.Recent findings from the Dark Energy Spectroscopic Instrument (DESI) collaboration have sparked discussions about the cosmological constant, suggesting it may be weakening over time.