College AI Assistant – Smart Chatbot for Universities & Colleges | Powered by Django & Google Gemini AI
A smart, AI-powered college chatbot built with Django and Google Gemini API that answers student queries about courses, timetables, events, admissions, and more — instantly and accurately.
Technology Used
Django | Python | HTML | CSS | JavaScript | Google Gemini API | scikit-learn | TF-IDF Vectorization | Cosine Similarity | SQLite | NLP | RESTful Logic
Project Files
Overview
The College AI Assistant is an intelligent, NLP-powered chatbot designed to streamline information access in educational institutions. Whether it's course details, exam schedules, library hours, or admission processes, this chatbot delivers instant, accurate responses — reducing administrative load and enhancing student experience.
Key Features
- Multi-Layered Response Engine: Combines quick replies, keyword matching, category-based logic, semantic search, and Google Gemini AI for intelligent, context-aware answers.
- Real-Time Chat Interface: Clean, responsive UI with message history, session tracking, and interactive quick-reply buttons for common queries.
- AI-Powered Intelligence: Leverages Google's Gemini API and NLP techniques (TF-IDF + Cosine Similarity) to understand natural language and deliver human-like responses.
- Comprehensive Knowledge Base: Covers 10+ college domains including facilities, faculty, clubs, timetables, events, and contact information.
- Scalable & Customizable: Easily extendable to include new departments, courses, or campuses. Ideal for universities, colleges, and coaching centers.
Applications
This AI assistant is perfect for:
- University websites and portals
- Student onboarding and orientation
- Admission inquiry automation
- 24/7 support for FAQs
- Reducing workload on academic staff
- Improving digital engagement on campus
Technology Stack
Built with modern, scalable technologies for performance and maintainability:
- Backend: Django (Python)
- Frontend: HTML5, CSS3, JavaScript (Vanilla JS)
- Database: SQLite (can be upgraded to PostgreSQL/MySQL)
- AI & NLP: Google Gemini API, scikit-learn, TF-IDF Vectorization, Cosine Similarity
- Security: Environment variables, session management, CSRF protection
Why Choose This Project?
- Ready-to-Deploy: Comes with full setup guide and data population command.
- Low Cost, High Value: Source code starts at just ₹99!
- Customization Options: Add your college branding, update content, or integrate with existing portals.
- Educational Use: Perfect for CS/IT students, developers, and institutions building smart campus solutions.
Extra Add-Ons Available – Elevate Your Project
Add any of these professional upgrades to save time and impress your evaluators.
Project Setup
We'll install and configure the project on your PC via remote session (Google Meet, Zoom, or AnyDesk).
Source Code Explanation
1-hour live session to explain logic, flow, database design, and key features.
Want to know exactly how the setup works? Review our detailed step-by-step process before scheduling your session.
₹999
Custom Documents (College-Tailored)
- Custom Project Report: ₹1,200
- Custom Research Paper: ₹800
- Custom PPT: ₹500
Fully customized to match your college format, guidelines, and submission standards.
Project Modification
Need feature changes, UI updates, or new features added?
Charges vary based on complexity.
We'll review your request and provide a clear quote before starting work.