EduBot: An AI-Driven Educational Platform for Multi-Format Content Processing

Viraj Walavalkar, Nishant Desale, Yashraj Dhole, Janvi Sawalkar, Nilesh Sable, Anuradha Yenkikar

2025

Abstract

EduBot is an AI-driven learning platform that attempts to revolutionize the whole process of learning with a very efficient input processing system for the formats: Those include, but are not limited to, MP3s, audio files, image files, PDFs, links to YouTube and many others. The above very many content formats are transformed into edifying resources by EduBot augmented with advanced AI models. It supports speech recognition and relies on the LLaMA 3 for various NLP requirements, and employs Retrieval-Augmented Generation (RAG) to generate contextually aware results. EduBot offers small distillations of the content that was previously in more complete forms, consecutive questions and answers, diagrams illustrating relations within concepts, and paths to take while studying material. Its strength is in the Socratic assistant that insists on critical thinking by pointing procedures at solutions for the problems. The interactive aspect guarantees that learners achieve full depth of subjects that they are taught; thus, confidence in relation to competencies to grasp and retain key concepts. EduBot consolidates a teacher’s task into one allencompassing interface pack that provides a plethora of learning aids to help the teacher assemble his materials rapidly to enable content creation. Such an approach towards the instructional design process will therefore integrate and clarify the process while at the same time availing an automatic structured learning resource which the students have to develop within their context. In the best of scenarios, EduBot should revolutionalise education regarding access, interest, and efficiency among teachers and students..

Paper Citation

in Harvard Style

Walavalkar V., Desale N., Dhole Y., Sawalkar J., Sable N. and Yenkikar A. (2025). EduBot: An AI-Driven Educational Platform for Multi-Format Content Processing. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 3: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 329-337. DOI: 10.5220/0013615300004664

in Bibtex Style

@conference{incoft25,
author={Viraj Walavalkar and Nishant Desale and Yashraj Dhole and Janvi Sawalkar and Nilesh Sable and Anuradha Yenkikar},
title={EduBot: An AI-Driven Educational Platform for Multi-Format Content Processing},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 3: INCOFT},
year={2025},
pages={329-337},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013615300004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 3: INCOFT
TI - EduBot: An AI-Driven Educational Platform for Multi-Format Content Processing
SN - 978-989-758-763-4
AU - Walavalkar V.
AU - Desale N.
AU - Dhole Y.
AU - Sawalkar J.
AU - Sable N.
AU - Yenkikar A.
PY - 2025
SP - 329
EP - 337
DO - 10.5220/0013615300004664
PB - SciTePress