Traditional data systems face profound limitations in the AI era, relying on human-crafted pipelines, lacking semantic understanding of heterogeneous data, and operating through rigid, reactive processing. To address these challenges, we propose a new paradigm called the Data Agent, designed to manage, process, and ana...
Guo-Liang Li, Pei-Yao Zhou, Xuan-He Zhou et al.· IEEE Transactions on Knowled...· 0 citations
VexDB is presented, an agent-ready, cross-platform, multi-modal database system designed to unify data management across on-device, on-premises, and cloud-native deployments, and decouples the data architecture from the infrastructure architecture, allowing the same system abstractions to operate over diverse compute s...
The AgenticData system, an agentic data system that enables natural-language query analytics over heterogeneous data sources, is introduced and its ability to handle diverse data sources accurately and efficiently is illustrated.
Pei-Yao Zhou, Ji Sun, Yao-Qiang Xu et al.· 0 citations
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