The efficient and systematic α-glucosidase inhibition-guided fractionation of the n-hexane and ethyl acetate extracts of Ludwigia octovalvis was conducted and led to separation and purification of two flavonoids, luteolin (1), and orientin (2) using variously chromatographic methods. For the first time, compound 2 was recognized from this species.