Employing network pharmacology and molecular docking, the research thoroughly explores the “Traditional Chinese Medicine-Component-Target” relationships, with the objective of determining if quercetin promotes autophagy in the liver, kidneys, and spleen of GK rats by targeting the PI3K/Akt/mTOR pathway, thereby unveiling innovative approaches and targets for diabetes management. Here, AKT1 is linked to diabetes mellitus.