The rational construction of materials with dual rapid adsorption&photo-Fenton oxidative degradation functions holds great significance in the field of removing difficult-to-degrade organics. A late-model S-scheme heterojunction photocatalyst FeWO4/ZnIn2S4 was prepared by solvothermal method in this paper. The FeWO4 nanoparticles were distributed on the surface of the hollow nanoflowers assembled by ZnIn2S4, forming heterojunction structures. Representative drug residues, tetracycline (TC) and meloxicam (MLX), were selected as targets to systematically explore the removal properties of FeWO4/ZnIn2S4. This photocatalyst exhibited suitable adsorption ability, excellent photocatalytic performance, and good photo-Fenton ability for both targets. The removal efficiency of tetracycline and meloxicam by 20-FW/ZIS reached 92.9 % and 98.7 %, respectively, through a combination of adsorption&photo-Fenton degradation, with these remarkable properties being maintained after four consecutive cycles. Based on the detection of active species and the analysis of degradation intermediates, an adsorption&photo-Fenton removal mechanism and possible degradation pathway were proposed. Escherichia coli (E. coli) inhibition experiments, combined with Toxicity Estimation Software Tool (T.E.S.T.) simulated toxicity analysis, showed that the toxicity of TC and MLX decreased significantly following the photocatalytic reaction. In brief, the newly developed multifunctional photocatalyst 20-FW/ZIS, as prepared in this paper, demonstrates great potential for effectively treating organic matter in wastewater, with promising applications for practical use.