Purpose/Significance To explore the prospect and challenges of applying artificial intelligence (AI) technology to the training of general practitioners, and to promote the improvement of the treatment level of general practitioners and the intelligent development of community hospitals.Method/Process The paper analyzes the application status of AI in the medical field, expounds 3 directions of AI application in the field of general medicine, and puts forward countermeasures for challenges.Result/Conclusion Strategies should be adopted to support the open sharing of desensitized clinical medical data, gather experts in the field to build knowledge platforms, and encourage general practitioners to cooperate with research and development teams, so as to promote the application of intelligent systems in general practitioner training and promote the improvement of the quality of primary medical care in China.