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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Peiyao Zhou

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#artificial intelligence Open access Sep 2026

Data Agents: Agentic Data Systems

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. · 0 citations

AgenticData : An Agentic Data System on Heterogeneous Data

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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