DataMagic: Authoring Data Videos through Declarative Multi-Agent Orchestration

• 类型：arxiv
• 标识：2609.33403
• 链接：https://arxiv.org/abs/2609.33403
• 主分类：agent
• 形态：method
• TLDR：Data videos communicate data insights through dynamic charts, voice narration, and synchronized animations, and have become a widely adopted form of data storytelling. However, producing them requires expertise in data analysis, narrative design, and video editing. Static visualization tools lack narrative and animation capabilities; authoring tools rely on pre-prepared charts rather than raw data; and pixel-level models generate videos end-to-end but cannot guarantee data accuracy or provenance. End-to-end automatic generation faces two core challenges: how to uniformly represent charts, narr
• 待LLM分类：否
• 来源文件：
• /inbox/tom/_candidates/2026-10-02-agent-rag-longcontext-candidates.json