These findings indicate that biosurfactants, especially Rhamnolipid, exert neuroprotective effects against Alzheimer's disease through multi-target and multi-pathway functions. Their strong binding to crucial Alzheimer disease related proteins and stable interactions in dynamic simulations highlight their potential therapeutic agents, validating promote experimental validation.