Ligand-based drug discovery strategies are fundamental in contemporary pharmaceutical research. They concentrate on comprehending and enhancing the chemical characteristics of drug molecules to attain specific therapeutic outcomes. These approaches utilise ideas based on molecular interactions and physical features of ligands, which are small ligands that preferentially attach to biological targets like proteins or nucleic acids.