In this theme, you can choose to have sidebar on left or right. By selecting the appropriate page template. (Page with left sidebar / Page with right sidebar).
To put Widgets in sidebar, please go to Appearance / Widgets and drag Widgets of your choice to Default Sidebar Widget area.
Note: There is Shop Sidebar widget area also, widget placed in this Widget area appears on Woocommerce powered pages like Shop, product single etc.