Colloidal nanoparticles are typically synthesized through chemical reduction methods where metal salts are reduced to form metal NPs. Common reducing agents include hydrazine, sodium borohydride, and ethylene glycol. The synthesized nanoparticles require stabilization to prevent aggregation, often achieved using capping agents like polyvinylpyrrolidone (PVP), citrate ions, or surfactants.