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AI Receptionist-College Information Management and Student Assistance System Project

A comprehensive web-based college management system developed using Django that enables student and faculty management, event and notification handling, semester registration, enquiry management, email verification, and an AI-powered chatbot capable of answering college-related queries using …

Difficulty Level
Intermediate
Core Modules
6 Modules
Laptop frame

Project Overview

The AI-Powered College Information Management and Student Assistance System is a smart web application designed to streamline academic administration and enhance student support services. The system provides modules for managing students, faculty members, departments, events, notifications, semester registrations, and enquiries. It includes secure user authentication with email verification and profile management features.
A key feature of the system is an intelligent chatbot that leverages Natural Language Processing (NLP), LangChain, FAISS Vector Database, HuggingFace Embeddings, and Groq LLM to answer college-related questions from PDF documents. The chatbot supports multilingual communication and allows students to obtain instant information regarding admissions, courses, facilities, placements, and academic procedures.
The system also automates semester registration form generation through PDF creation and maintains digital records for administrative use. By integrating Artificial Intelligence with College Management functionalities, the platform improves accessibility, efficiency, and student engagement.

Module Breakdown 6 Modules

User Authentication Module
Provides secure login, logout, registration, and email verification functionality.
Student Management Module
Manages student records and profiles.
Faculty Management Module
Handles faculty information and departmental assignments.
AI Chatbot Module (RAG-Based)
Provides intelligent responses to student queries using college documents.
Enquiry Management Module
Allows visitors and students to submit enquiries online.
Admin Dashboard Module
Provides administrators with a centralized control panel.

Technology Stack

Python HTML CSS3 Java Script Django SQLite

Project Screenshots 4 Screenshots

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Screenshot 4 of AI Receptionist-College Information Management and Student Assistance System
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Project Abstract

The AI-Powered College Information Management and Student Assistance System is a smart web application designed to streamline academic administration and enhance student support services. The system provides modules for managing students, faculty members, departments, events, notifications, semester registrations, and enquiries. It includes secure user authentication with email verification and profile management features. A key feature of the system is an intelligent chatbot that leverages Natural Language Processing (NLP), LangChain, FAISS Vector Database, HuggingFace Embeddings, and Groq LLM to answer college-related questions from PDF documents. The chatbot supports multilingual communication and allows students to obtain instant information regarding admissions, courses, facilities, placements, and academic procedures. The system also automates semester registration form generation through PDF creation and maintains digital records for administrative use. By integrating Artificial Intelligence with College Management functionalities, the platform improves accessibility, efficiency, and student engagement.

Project Kit Includes

Complete Source Code
Database Schema & Setup Guide
Project Report Template
Completion Certificate
Installation & Deployment Guide

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