Project-Nexus

AI-powered assistant chatbot designed to help new admission college students with academic and campus-related queries.

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Overview

Project-Nexus is an AI-powered chatbot platform developed to simplify the onboarding experience for newly admitted college students. The system helps students access important academic, administrative, and campus-related information through an intelligent conversational interface.

The chatbot is capable of answering queries related to:

• admissions
• campus facilities
• academic procedures
• documents
• schedules
• student support

The platform combines document processing, OCR, authentication, database integration, and AI-powered response generation to provide an interactive student assistance system.

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Features

AI Chat Assistant

• Conversational student support chatbot
• Academic and campus-related query handling
• Intelligent response generation

Document Processing

• PDF document analysis
• OCR-based text extraction
• Automated content processing

Authentication System

• User login and authentication
• Secure access handling

Database Integration

• Student data handling
• Query management
• Information storage and retrieval

Smart Query Handling

• Context-aware responses
• Structured information retrieval
• AI-assisted answer generation

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Project Structure

Core Files

• assistant.py → Main chatbot assistant logic
• api.py → API endpoints and backend communication
• answer_generator.py → AI response generation
• document_processor.py → Document parsing and processing
• check_pdf.py → PDF validation and analysis
• auth.py → Authentication handling
• database.py → Database connectivity
• models.py → Database/data models

Folders

• data/ → Dataset and stored information
• templates/ → Frontend templates
• static/ → Static assets
• Database/ → Database-related files
• index/ → Indexed search data

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Tech Stack

Backend

• Python
• Flask / FastAPI

AI & Processing

• OCR Processing
• AI-based response generation
• PDF document parsing

Database

• SQLite / SQL Database

Frontend

• HTML
• CSS
• JavaScript

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Project Goal

The goal of Project-Nexus is to improve the student onboarding experience by providing an accessible AI-powered assistant capable of simplifying academic and campus-related interactions for newly admitted students.

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Future Scope

• Multi-language support
• Voice-enabled chatbot
• Real-time student portal integration
• Personalized student recommendations
• Mobile application support

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About the Developer

Developed by Hrishikesh Kunde, a 2nd-year Computer Science student at NMIMS Mumbai (MPSTME).

Contact

• LinkedIn: Hrishikesh Kunde LinkedIn
• Email: hrishikeshkunde07@gmail.com

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License

This project is developed for educational and research purposes.