The explicit definition of our chemical space allows for accurate assessment of whether generated compounds exist within this space. For efficient evaluation, we employed SpaceLight, a similarity search algorithm specifically designed for combinatorial fragment spaces. By exploiting the combinatorial nature of chemical space, SpaceLight eliminates the need for intractable enumeration of all possible compounds, enabling rapid similarity searches in