The present disclosure relates to a composition comprising jamun seed extract and grape seed extract which at specific ratios and concentrations can be used for the treatment of metabolic diseases such as obesity and diabetes. Also, there is described a composition comprising jamun seed extract, grape seed extract and maltodextrin. Methods of preparation and uses of the said compositions is also provided.