Official Portals
Design and Implementation of an Intelligent Chatbot for University Information Services
A student help desk, campus directory, and information front door in one interface.
MWECAU Smart Assistant is designed to answer common public questions across admissions, fees, student systems, programmes, accommodation, and university support contacts without sending every user to an office.
English and Swahili prompts
Knowledge-base answers with source hints
Admin-managed updates for dynamic information
Service Hub
Official portals, support routes, and scope guardrails
The public experience stays simple while the system still points users to the correct official university channel.
Support Channels
Human contacts behind the chatbot
Admissions Desk
admissions@mwecau.ac.tz
Application support and joining guidance.
General Enquiries
info@mwecau.ac.tz
Public university information and redirection.
ICT Support
admin@mwecau.ac.tz
UMS, LMS, and institutional platform access issues.
Scope Guardrails
How the system stays realistic and safe
- Chatbot replies are limited to public university information.
- Personal records such as grades, transcripts, or balances stay outside the chatbot.
- Dynamic items like fees and deadlines should be maintained from official notices in the admin dashboard.
Live Chat Experience
A smarter launcher with a real conversation workspace
The assistant stays compact until needed, then opens into a proper chat panel where a visitor can type freely, follow quick prompts, and continue the conversation naturally.
How It Opens
Tap the floating message
A small assistant prompt stays at the lower corner of the page. Once a visitor taps it, the chat window slides open and the first response appears.
Conversation Model
What users should expect
- Answers are grounded in curated knowledge entries with flexible intent reasoning, not random internet responses.
- Each reply can include a source label or an official link when available.
- When confidence is low, the chatbot suggests supported topics instead of inventing an answer.
Admin Workflow
How content stays current
- Authorized admin users log in before editing the knowledge base.
- Entries can be enabled, disabled, or updated without changing code.
- High-change items like fees and deadlines should be reviewed before each semester or intake.
Knowledge Zones
Core university information areas covered by the chatbot
The MVP matches the proposal scope and gives room to extend the knowledge base as the university adds more services.
Admissions
Applications, joining instructions, and official admissions contacts.
Programmes
Courses, faculties, and academic pathways across the university.
Fees
Fee structure guidance, payment direction, and finance-related FAQs.
Registration
UMS, LMS, course registration, and student-system support.
Academic Dates
Almanac guidance, exams, results scope, and public academic notices.
Support
Contacts, location, ICT, library, and student support channels.
Accommodation
Residence guidance and where to confirm hostel or housing updates.
Seeded Knowledge
Initial answers loaded into the system
Official contacts
Who can I contact for admissions help?
MWECAU official contactsExaminations and results scope
Does the chatbot show personal results?
Project scope and privacy policyStudent systems
How do I register courses on UMS?
MWECAU UMSFee structure guidance
Where can I check fees?
MWECAU fee structure documentsAdmissions overview
How do I apply to MWECAU?
MWECAU official websiteICT helpdesk
Who can I contact for ICT help?
MWECAU official contacts