International Journal of Scientific and Professional
Vol. 5 No. 1 (2026): December 2025 - February 2026

Web-Based Educational Platform for Diseases and Drugs using a Large Language Model (LLM)

Qisthiano, M Riski (Unknown)
Ruswita, Istiana (Unknown)
Prayesy, Putri Armilia (Unknown)



Article Info

Publish Date
14 Jan 2026

Abstract

This study presents the development of a web-based educational platform leveraging a large language model (LLM) to provide general information on diseases and medications. The platform integrates a curated database of diseases and drugs with the LLM via retrieval-augmented generation. When users enter a disease or drug name, the system retrieves relevant data and uses it as context for the LLM to produce concise responses in a friendly, accessible style. The application is built using native PHP with a MySQL backend and Bootstrap for responsive design. Safety features such as a mandatory disclaimer and filters for emergency conditions ensure that the chatbot does not offer diagnostic or prescriptive advice. Expert reviews indicated that the model-generated content aligned well with the database, and user testing showed high satisfaction with clarity and usability. These results demonstrate that combining structured medical data with a modern LLM can improve public access to reliable health education while maintaining ethical boundaries.

Copyrights © 2026






Journal Info

Abbrev

CHIPROF

Publisher

Subject

Health Professions Medicine & Pharmacology Nursing Public Health Other

Description

The International Journal of Scientific and professional (IJ-ChiProf) published by Yayasan Rumah Ilmu Professor (Real Prof Foundation) is a widely indexed, open access peer reviewed multidisciplinary international scholarly quarterly February, May, August, and November journal and helping researches ...