Ambient Intelligence Agora, which was developed by the University of Electronic Communication University Library in collaboration with AI (Artificial Intelligence) research, is an experiment space for AI research as well as active learning space for library users. By acquisition of big data from a learning environment and feedback of analysis results by AI to the environment, we aim to realize an ambient educational environment where AI supports active learning of students. In this paper, we introduce the current situation of Agora and show the possibility of a next-generation library built by interaction between research and development of general-purpose AI and the library.