Tytopya

Description

Tytopya is a project focused on abstractive text summarization, extractive text summarization, and a chatbot.

Features:

• Responsive design
• Animations
• Login & register functionality
• History of summaries
• History of chats
• CRUD system without update functionality
• Feedback about the project
• error pages
• admin page

Technologies:

UI:

• HTML
• CSS
• JavaScript
• Bootstrap (Framework)

Backend:

• Flask
• SQLAlchemy

Models:

• Sequential (RNN)
• T5-Large

NLP:

• NLTK
• spaCy

security

• password hashing
• secure from CSRF attack

Research

Our Research

ChatBot Dataset

Installation

1. Clone the repository:

   git clone https://github.com/ahmedsamir45/tytopya.git

2. Navigate to the project directory:

   cd tytopya

3. Install the required packages:

   pip install -r requirements.txt

Usage

1. Run the Flask application:

   app.py runserver

2. Open your browser and go to http://localhost:5000.

License

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