Graphical Abstract: Stevia rebaudiana (Bertoni) extracts prepared from various types of raw material (leaves of plants grown ex situ and in vitro and callus culture) were found to contain different amounts of bioactive substances and differ from each other by antioxidant/reducing and antimicrobial properties and by activity in synthesis of silver nanoparticles colloids.