7# Tibby's Classroom - Python + GEN AI Hackathon Submission

Introduction

Welcome to Tibby's Classroom, a submission for the Python + GEN AI Hackathon! This project showcases the integration of a chatbot designed to enhance educational experiences by creating visual summaries, generating mind maps, quizzes, and summarizing PDFs based on user input.
Tibby's Classroom makes learning interactive and exciting by allowing students to engage with content through visual summaries, mind maps, and quizzes. The chatbot, Tibby, also adapts its expressions based on the images in the visual summaries, making the experience more dynamic and personalized.

Features

• Visual Summaries: Enter a topic, and Tibby generates a visual summary complete with images. Tibby also adapts its expressions based on the image content to create a more engaging interaction.
  
• PDF Summarization: Upload a PDF file, and Tibby will extract key points and create concise summaries.
• Quiz Generation: Based on the input topic, Tibby creates quizzes to test knowledge and reinforce learning.
• 
  
• User-Friendly Interaction: Tibby’s friendly persona and changing expressions make the learning process more engaging.
• Gamification and Friends System: Users can create accounts, track progress, and compete with friends on quizzes and topic mastery, similar to platforms like LeetCode. Progress trackingz,quiz scores that foster a competitive learning environment that encourages engagement and collaboration.
• 
  

How Tibby Works

1. Input: The user provides a topic or uploads a PDF file.
2. Processing: Using Python and Gen AI, Tibby processes the input to generate a visual summary, mind map, or quiz. It can also summarize PDFs to extract essential information.
3. Visual Output: Tibby generates summaries with accompanying images, which are then displayed with an interactive chatbot interface. Tibby’s expression changes based on the image content to reflect the tone of the summary.
4. Quiz Generation: Tibby prepares a set of questions based on the topic, helping users self-test and solidify their understanding.

Project Structure

Tibbys-Classroom/
│
├── src/                 # Source code
│   ├── chatbot.py       # Core chatbot functionality
│   ├── summary.py       # Module for generating visual summaries
│   ├── mindmap.py       # Mind map generation
│   ├── quiz.py          # Quiz generation based on the topic
│   └── pdf_summarizer.py# PDF summarization
│
├── static/              # Images, stylesheets, and static assets
├── templates/           # HTML files for the chatbot interface
├── README.md            # Project documentation (You are here!)
└── requirements.txt     # Required dependencies

Installation

Clone the repository:

git clone https://github.com/your-username/tibbys-classroom.git
cd tibbys-classroom

Install the required dependencies:

pip install -r requirements.txt

Run the application:

python app.py

Tech Stack

• Python: Core programming language
• Gen AI: Used Together Ai with Langchain and Ollama Embeddings for generating expressions , Images, summaries, mind maps, and quizzes and PDF querries
• Flask: Backend framework to power the chatbot interface
• HTML/CSS/JavaScript: For creating the front-end and making Tibby's Classroom interactive

Future Enhancements

• Adding multilingual support to expand Tibby’s reach to different language learners.
• Incorporating voice input/output to make Tibby more accessible.
• Enhancing the quiz system with different types of questions (multiple choice, true/false, etc.).
• AI-Powered Recommendations: Introducing personalized learning paths based on user progress and adaptability. Tibby will recommend topics and quizzes tailored to the learner’s strengths and weaknesses.
• World Ranking System: Maintaining a global leaderboard where users can track their rank and compete with learners worldwide.
• Enhancing the quiz system with different types of questions (multiple choice, true/false, numerical etc.).
• Broad Audience Reach: Tibby’s Classroom will expand to serve anyone interested in learning any topic, from students to professionals seeking to enhance their knowledge and skills.

Team Memebers:

1. Prakrititz Borah Prakrititz.Borah@iiitb.ac.in
2. Sriram Srikanth Sriram.Srikanth@iiitb.ac.in
3. Unnath Chittimalla Unnath.Chittimalla@iiitb.ac.in
4. Areen Patil Areen.Patil@iiitb.ac.in

Contributions

We welcome contributions! Feel free to fork the project and open a pull request for any improvements, bug fixes, or new features.

License

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

Contact

For any queries or feedback, please reach out via email to any of the team members.

Thank you for exploring Tibby's Classroom! Let’s make learning fun and interactive! 🌟