CS65-RE87 :: MODBOT

มดบอต

details
MODBOT is an AI-powered information system leveraging Large Language Models (LLMs) with Retrieval-Augmented Generation (RAG) to deliver automated, context-aware responses. It assists KMUTT student organizations by providing precise guidance on student event projects, announcements, regulations, and other essential documents. By integrating document indexing, semantic search, and knowledge retrieval, MODBOT ensures accuracy and compliance with institutional policies. Designed as a centralized and continuously accessible platform, MODBOT enhances communication and streamlines access to critical documentation within the student community.
tools & techniques
Front-End • TypeScript • React.js • Tailwind Back-End • Go, Python • Go Fiber , FastAPI • Mongo DB AI & Knowledge Retrieval • SCB 10X: Typhoon-v2.5-30b-instruct, Typhoon-ocr • BGE-M3 (Cloudflare Woker) • LangChain , LangSmith • Weaviate CI/CD • GitLab CI/CD Infrastructure • Docker • Azure • Cloudflare Project Management • MS Teams • Gitlab • Jira, Confluence Development Tools • Visual Studio Code , MongoDB • Figma , Canva Testing Tools • Zephyr Squad, Postman External Services • Typhoon API • KMUTT SS
author
MS.CHANASORN SRINGOEN
รหัสนักศึกษา 65130500206
chanasorn.srin@kmutt.ac.th
MR.PITCHAYUT BUAJOY
รหัสนักศึกษา 65130500218
pitchayut.buaj@kmutt.ac.th
MS.WANNARATH TEMULAR
รหัสนักศึกษา 65130500222
wannarath.temu@kmutt.ac.th
advisor
Pornchai Mongkolnam
Bunthit Watanapa