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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

VexDB: An Agent-ready Cross-platform Multi-modal Data System

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...

Ji Sun · 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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