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This article explores the evolution of database architectures in the face of Big Data and Cloud technologies, as well as the impact of AI on their structure and functionality. It delves into the traditional foundations of RDBMS, the flexibility of NoSQL databases, and the scalability of cloud-based architectures, while also discussing the emergence of intelligent query optimization and autonomous databases.