Beyond SQL Parsing: Extracting Lineage from Python ETL by Splitting the Job Across Three LLM Agents
嗯，用户让我用中文帮他总结一下这篇文章的内容，控制在一百个字以内，而且不需要用“文章内容总结”或者“这篇文章”这样的开头，直接写描述即可。首先，我需要仔细阅读用户提供的文章内容。 看起来这篇文章是由Anshul Pathak写的，他是苹果的首席系统架构师，专注于数据治理和负责任的人工智能。文章标题是“New Story”，发布日期是2026年1月8日。文章中提到了关于数据治理、多智能体AI系统、SQL解析、可见性差距、现代数据栈、Python ETL和多专家协作等话题。 用户的需求很明确，就是要一个简洁的总结。我需要确保在100字以内涵盖主要信息。首先，作者是谁？Anshul Pathak，苹果的首席系统架构师。主题是什么？数据治理和负责任的AI。然后是提到的关键技术或概念：多智能体AI系统、SQL解析、可见性差距、现代数据栈、Python ETL和多专家协作。 接下来，我需要把这些信息浓缩成一句话或几句话。例如：“Anshul Pathak探讨了数据治理与负责任AI的关键挑战，涵盖多智能体系统、SQL解析及现代数据栈优化。”这样既介绍了作者及其职位，又点出了主题和相关技术点。 还要注意不要使用任何开头词，直接进入描述。同时保持语言简洁明了，不超过100字。检查一下字数是否符合要求，并确保所有关键点都被涵盖。 </think> Anshul Pathak探讨了数据治理与负责任AI的关键挑战，涵盖多智能体系统、SQL解析及现代数据栈优化。 2026-1-8 08:7:39 Author: hackernoon.com(查看原文) 阅读量:1 收藏

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byAnshul Pathak@anshulpathak

Lead System Architect at Apple, Data Governance and Responsible AI Leader

January 8th, 2026

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