Sabiá：一款面向高等教育日常支持的生成式人工智能聊天机器人
Sabiá: Um Chatbot de Inteligência Artificial Generativa para Suporte no Dia a Dia do Ensino Superior
AI总结：
针对高校日常学术信息分散、学生获取不便的问题，提出开发结合GenAI与RAG的Sabiá聊天机器人，经测试评估筛选出性能适配的优质模型。
摘要：
学生常反映难以获取日常学术信息，这类信息通常分散在大量机构文档与网站中，信息碎片化会导致信息不明确，引发高校日常事务相关的信息混淆问题。本项目提出开发一款采用生成式人工智能（GenAI）与检索增强生成（RAG）技术的聊天机器人，以简化这类信息的获取流程。研究基于质量指标与LLM-as-a-Judge方法测试评估了多款GenAI模型，其中Gemini 2.0 Flash因质量与速度表现突出，Gemma 3n则凭借良好性能与开源特性表现优异。
英文摘要：
Students often report difficulties in accessing day-to-day academic information, which is usually spread across numerous institutional documents and websites. This fragmentation results in a lack of clarity and causes confusion about routine university information. This project proposes the development of a chatbot using Generative Artificial Intelligence (GenAI) and Retrieval-Augmented Generation (RAG) to simplify access to such information. Several GenAI models were tested and evaluated based on quality metrics and the LLM-as-a-Judge approach. Among them, Gemini 2.0 Flash stood out for its quality and speed, and Gemma 3n for its good performance and open-source nature.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
