# Sabi'a: Um Chatbot de Inteligencia Artificial Generativa para Suporte no Dia a Dia do Ensino Superior

arXiv: https://arxiv.org/abs/2511.10787 · HTML: https://mlsanity.com/paper/2511.10787/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 13 Nov 2025.

## Abstract (arXiv)

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.