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arXiv 2609.33403 · cs.HC · 2026-09-27

DataMagic: Authoring Data Videos through Declarative Multi-Agent Orchestration

Yupeng Xie, Zhenyang Wang, Liangwei Wang, Jiayi Zhu, Zhouan Shen, Yuyu Luo

Affiliation unverified

In latest · #292 Added on 2026-10-26

One-line takeaway

DataMagic authors data videos from raw tabular data via declarative multi-agent orchestration, jointly representing charts, narration and animations with their timing and searching for narrative-coherent compositions.

DataMagic 用声明式多智能体编排,从原始表格数据自动生成数据视频,统一表示图表、旁白和动画及其时间关系,并在设计空间中搜索叙事连贯的组合。

17HF upvotes
333GitHub stars
0Citations (Semantic Scholar)
45.1Buzz score

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-26.

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