Diabetic wound is one of the most common and costly complication in diabetic patients. Hence, numerous studies have been carried out to discover a suitable approach to enhance the process of wound healing. Biological hydrogels are commonly utilized for wound healing due to their suitable properties among different materials available. Herein we investigated whether human amniotic membrane hydrogel (hAMH) loaded with human placental mesenchymal stem cells (PlaMSCs)-derived exosomes could promote healing in diabetic rats. Sixty diabetic rats were randomly assigned into the control group, hAMH group, exosome group, and hAMH+Exosome group. According to the phases of wound healing, sampling was done on days 7, 14, and 21 for further assessments. Our findings showed a significant increase in wound contraction rate, new epidermal length, fibroblast and blood vessel count, collagen density, and the levels of antioxidative factors (GSH, SOD, and CAT) in the treatment groups compared to the control group, with more pronounced effects observed in the hAMH+Exosome group. Furthermore, the levels of bFGF and VEGF gene expression significantly increased in each treatment group when compared to the control group, with the highest levels observed in the hAMH+Exosome group. This occurred as the hAMH+Exosome group showed a greater decrease in neutrophil count, the expression of TNF-α and IL-1β genes, and the levels of an oxidative factor (MDA) compared to the other groups. In summary, the combination of hAMH and PlaMSCs-derived exosomes was determined to have a more significant effect on healing diabetic wounds.