In this study, we used solid phase synthesis to prepare three kinds of peptides and then formulated their peptide–siRNA complexes and peptide–siRNA conjugates. Both the complexation and conjugation systems were nontoxic and allowed the delivery of siRNA into the cytoplasm without the need for any transfection agents and with subsequent inhibition of gene expression.