English(EN) Text2Dashboard: A Governed Agent Architecture for Natural-Language Dashboard Generation over Enterprise DataBrain

新的代理架构可根据自然语言生成仪表板

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-07 04:00

研究人员开发了Text2Dashboard，这是一种新颖的代理架构，旨在根据企业数据上的自然语言请求生成仪表板。该系统集成了Codex插件和独立的Agent Runtime，将模式约束的模型决策与类型化工具以及用于审批、审计和恢复的确定性执行控件相结合。虽然在特定DataBrain任务上的初步评估在元数据选择和语义SQL准确性方面显示出有希望的结果，但该系统尚未投入生产，模型推理构成了其大部分运行时。 AI

影响该架构可以通过允许用户通过自然语言查询生成仪表板来简化数据分析。

排序理由介绍新AI架构及其评估的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Yiou Wu, Zezhi Tang, Ningwei Bai, Liuhaichen Yang · 2026-10-07 04:00

Text2Dashboard: 面向企业DataBrain的自然语言仪表板生成的受管代理架构

arXiv:2610.06914v1 Announce Type: new Abstract: Text2Dashboard is a DataBrain-specific prototype that turns natural-language analytic requests into inspectable dashboards. An installable Codex plugin and standalone Agent Runtime combine schema-constrained model decisions with typ…

本文如何被排名

报道来源 [1]

Text2Dashboard: 面向企业DataBrain的自然语言仪表板生成的受管代理架构

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