Tekbot-TUP-M-Chatbot

Tekbot is a virtual assistant developed for TUP-Manila students to assist with academic management through natural language processing (NLP) techniques.

Project Overview

This project aims to address the academic management challenges faced by TUP-Manila students by creating a chatbot that provides information on various academic and administrative topics.

Table of Contents

• Tekbot-TUP-M-Chatbot
  • Project Overview
  • Table of Contents
  • Technologies Used
  • System Architecture
  • Usage
  • Installation
  • Contributing
  • License
  • Authors

Technologies Used

• Flask
• CSS
• JavaScript
• PythonAnywhere

System Architecture

• User Interaction: Interface for students, administrative staff, and teachers.
• Chatbot Server:
  • Intent and Entity Classification
  • Response Generation
  • Natural Language Processing
• NLP Techniques: Classifies user queries.
• Knowledge Base: Stores templates and data for responses.
• Feedback Loop: Collects and utilizes user feedback.
• Integration with Existing Systems: Uses APIs for communication and action execution.

Usage

• Access the chatbot via the web interface. Tekbot
• Interact with the bot by typing queries related to TUP-Manila academic and administrative information.

Installation

• Clone the repository:

git clone https://github.com/D3struf/Tekbot-TUP-M-Chatbot.git

• Navigate to the project directory:

cd Tekbot-TUP-M-Chatbot

• Install Dependencies:

pip install -r requirements.txt
pip install spacy
python -m spacy download en_core_web_sm

• Run the application:

flask run

Contributing

Contributions are welcome! Please fork the repository and create a pull request with your changes.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Authors

• John Paul Monter - Lead Developer
• Maria Evita Juan - UI/UX Developer
• Jeanne May Carolino - Data Analyst & Research Developer
• Mary Jane Calulang - Project Manager
• Vincent Johanne Tenorio - Team Lead