A knowledge base is a centralized repository for storing information, rules, and relationships relevant to a particular domain. In AI, knowledge bases are used to support reasoning, problem-solving, and decision-making. They often underpin systems like expert systems, chatbots, and recommender systems, enabling them to access and utilize stored knowledge to provide accurate and contextually relevant responses.