数智驱动是破解图书馆智慧化运行桎梏，助推其持续发展的强劲引擎。文章综合运用文献调查法和理论分析法，首先从敏捷性、整体性、穿越性、技术与人文并重等四个方面分析了基于数智驱动的智慧图书馆的发展特征；其次从健康服务、应急管理、数字人文、智慧城市、知识服务等五个维度出发，阐述了数智驱动在智慧图书馆中的综合性应用场景；接着构建了涵盖基础设施层、数据管理层、技术分析层、服务应用层等四个层面的图书馆数智驱动模型体系架构，最后提出了图书馆数智驱动建设的主要策略，包括提升智慧馆员素养、构建服务标准体系、创新图书馆善治模式以及引入多元合作机制。

Digital intelligence drive is a powerful engine to break the shackles of library intelligence operation and boost its sustainable development. Based on the existing research, we explored the development characteristics of smart libraries under the digital intelligence drive, and clearly explained the five comprehensive application scenarios of health services, emergency management, digital humanities, smart city, and knowledge services based on the four-dimensional framework of agility, wholeness, traversal, and technology and humanities. Based on infrastructure, data management, technology analysis, and service application, we built a model architecture of smart libraries around the origin of digital intelligence, and proposed systematic protection strategies for the improvement of smart librarians' literacy, the shaping of standard system, the integration of good governance model, and the introduction of multiple cooperation mechanisms, which jointly drive the high quality operation of smart libraries.