The present invention discloses a herbal composition comprising refined parts of Indigoferaheteranthaplant, preferably leaves.formulated in one or more suitable form(s) of formulation, for the treatment of high blood glucose, high cholesterol and high triglycerides levels in metabolic diseases including but not limited todiabetes.The present invention also discloses the process (es) of preparing the same..