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Artificial Intelligence · Major Project
College Enquiry Chatbot
Answers admission, fees and course questions on a college website
2-3 weeks build
Overview
An embeddable enquiry assistant for a college website that answers questions about admissions, fees, courses, hostels and deadlines. Intent classification routes each query, entities such as course names are extracted, and answers are pulled from an admin-editable database, so the office updates facts without retraining anything.
What makes it stand up
- 01Intent classifier covering admissions, fees, courses and facilities
- 02Entity extraction for course, year and category mentions
- 03Answers stored in a database the admin office can edit
- 04Unanswered-question log that feeds new FAQ entries
- 05Drop-in chat widget for any existing college site
Module breakdown
- 01
Knowledge base
MySQL tables for courses, fee structures and FAQs.
- 02
NLU
Intent model plus spaCy entity rules for course names.
- 03
Answering
Fills response templates from database lookups.
- 04
Admin panel
Edit FAQs, review unanswered queries and view usage.
- 05
Widget
Embeddable JavaScript chat bubble with quick-reply chips.
After this, you will be able to
- Explain why answers live in a database rather than the model
- Walk through entity extraction on a real query
- Demo the admin updating a fee and the bot answering correctly
Technology stack
- Python
- spaCy
- scikit-learn
- Flask
- MySQL
- JavaScript
- Level
- Major Project
- Domain
- Artificial Intelligence
- Build time
- 2-3 weeks
- Difficulty
You receive
- Complete, commented source code
- 60-90 page project report (IEEE format)
- Editable presentation deck
- Architecture, ER and UML diagrams
- Local setup and deployment guide
- Sample dataset or seed data
- Viva question bank with answers
- One 45-minute walkthrough call
- 30 days of doubt-clearing support