智能体
developer.nvidia.com ·
@Jiwei Liu
构建可靠的数据分析 Agent：来自 KDD Cup 的经验
NVIDIA KGMON 团队在 KDD Cup 2026 Data Agents 竞赛中获得第二名，其系统围绕一个简单思路：让 agent 的 harness 更小、更清晰、更易验证。竞赛要求 agent 在数据库、CSV 与 JSON 文件、散文文档、PDF 和简报视频等异构数据源上回答自然语言问题。
AI推荐理由 NVIDIA KGMON 团队在 KDD Cup 2026 Data Agents 竞赛中获第二名，核心思路是让 agent harness 更小、更清晰、更易验证，任务覆盖数据库、CSV/JSON、散文文档、PDF 与简报视频等异构数据源的自然语言问答。有明确竞赛结果与可复现的技术取向，但正文片段较短，细节有限。
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正文
The NVIDIA KGMON team placed second in the KDD Cup 2026 Data Agents competition with a system built around a simple idea of making an agent's harness smaller,...
The NVIDIA KGMON team placed second in the KDD Cup 2026 Data Agents competition with a system built around a simple idea of making an agent’s harness smaller, clearer, and easier to verify. The competition asked agents to answer natural-language questions over heterogeneous data sources, including databases, CSV and JSON files, prose documents, PDFs, and briefing videos.
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