📄 中文摘要
该研究提出了一种名为DataPipeline-Sentinel的自主品牌危机管理系统，旨在通过层次记忆架构实现持久的公关防御。系统结合了FAISS和SQLite技术，能够自动整合和管理信息，从而提高品牌在危机情况下的响应能力。通过实验，验证了该系统在处理复杂数据和快速响应方面的有效性，为品牌管理提供了新的解决方案。
构建自主品牌危机管理代理的层次记忆
📄 English Summary
Building an Autonomous Brand Crisis Management Agent with Hierarchical Memory
The study introduces DataPipeline-Sentinel, an autonomous brand crisis management system designed to achieve persistent PR defense through a hierarchical memory architecture. The system integrates FAISS and SQLite technologies to automatically consolidate and manage information, enhancing a brand's responsiveness during crises. Experiments validate the system's effectiveness in handling complex data and providing rapid responses, offering a novel solution for brand management.