Radix Astragali, a Chinese herbal medicine possessing important cardiovascular pharmacologic effects, is widely applied for the treatment of chronic heart failure (CHF) in clinical practice. This paper summarizes briefly the researches in the last 10 years on its chemical compositions, effective ingredients for improving cardiac function, dose-effect relationship in treating CHF, and adverse reactions that occurred in clinical practice.