Geolog-IA: Conversational System for Academic Theses
2025-10-06
Summary
The article introduces Geolog-IA, an AI-powered conversational system designed to provide natural responses to questions about geology theses at the Universidad Central del Ecuador. The system leverages advanced language models and a Retrieval-Augmented Generation (RAG) architecture to enhance information accessibility and accuracy, achieving a high BLEU score of 0.87 for response coherence and precision.
Why This Matters
This development is significant because it addresses the challenges of accessing and utilizing academic theses, which are valuable sources of specialized knowledge. By improving the ease of interaction and information retrieval, Geolog-IA facilitates better educational and research outcomes for students, educators, and administrative staff. It sets a precedent for applying similar AI solutions in other academic fields.
How You Can Use This Info
Professionals in education and research can utilize systems like Geolog-IA to streamline access to academic resources, thereby saving time and effort in data gathering and analysis. Institutions can consider implementing similar AI-driven solutions to enhance their digital repositories, improving the overall efficiency of knowledge management and academic collaboration.