We report a method for detecting ligand-protein interactions occurring within cells using short peptide reactive tags appended to ligands and proteins, along with a split NanoLuc luciferase. This method can be applied to estimate the binding affinities of ligand-protein interactions and to detect the interactions of proteins with unstable synthetic ligands inside the cells.