Abstract Structural information about chemical compounds is typically conveyed as 2D images of molecular structures in scientific documents. Unfortunately. these depictions are not a machine-readable representation of the molecules. With a backlog of decades of chemical literature in printed form not properly represented in open-access databases. https://goodvibesbadhabiters.shop/product-category/multiple-rings/