This paper presents the IETF Insights project, an automated system that streamlines the generation of comprehensive reports on the activities of the Internet Engineering Task Force (IETF) Working Groups. The system collects, consolidates, and analyzes data from various IETF sources, including meeting minutes, participant lists, drafts and agendas. The core components of the system include data preprocessing code and a report generation module that produces high-quality documents in LaTeX or Markdown. By integrating large Language Models (LLMs) for summaries based on the data as ground truth, the IETF Insights project enhances the accessibility and utility of IETF records, providing a valuable overview of the IETF's activities and contributions to the community.

翻译：本文介绍了IETF洞察项目，这是一个自动化系统，旨在简化互联网工程任务组（IETF）各工作组活动的综合报告生成流程。该系统从多个IETF数据源（包括会议纪要、参与者名单、草案和议程）中收集、整合并分析数据。其核心组件包括数据预处理代码和报告生成模块，能够生成LaTeX或Markdown格式的高质量文档。通过集成大型语言模型（LLMs）以数据为基准生成摘要，IETF洞察项目提升了IETF记录的可访问性和实用性，为社区提供了关于IETF活动及其贡献的宝贵概览。