Enhancing student support with a RAG powered chatbot-A novel approach to query resolution

  • Unique Paper ID: 172000
  • Volume: 11
  • Issue: 8
  • PageNo: 1576-1581
  • Abstract:
  • This paper describes a RAG-based approach using AI to optimize the experience of students interacting with textbooks. Finding accurate answers to questions is one of the problems faced by students which is resolved by this project. Additionally, using pre-trained Large Language Models and Natural Language Processing allows the system to function as a great aid for self-education. The architecture of the system, its purposes, and the possibility of investigation into other areas of academia are being developed as a RAG-based system with particular importance to improve student’s academic performance.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{172000,
        author = {Sindhu M and Shobha Chandra K and Druthi Mahesh and Shamitha L and Saniha M},
        title = {Enhancing student support with a RAG powered chatbot-A novel approach to query resolution},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {8},
        pages = {1576-1581},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=172000},
        abstract = {This paper describes a RAG-based approach using AI to optimize the experience of students interacting with textbooks. Finding accurate answers to questions is one of the problems faced by students which is resolved by this project. Additionally, using pre-trained Large Language Models and Natural Language Processing allows the system to function as a great aid for self-education. The architecture of the system, its purposes, and the possibility of investigation into other areas of academia are being developed as a RAG-based system with particular importance to improve student’s academic performance.},
        keywords = {Artificial Intelligence, Large Language Models, Natural Language Processing, Retrival-Augmented Generation.},
        month = {January},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 8
  • PageNo: 1576-1581

Enhancing student support with a RAG powered chatbot-A novel approach to query resolution

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