Generative-AI-Quote-Generator

Motivational Quote Generator — Generative AI (Markov Chain)
A simple educational project that learns word transitions from a small dataset of motivational quotes and generates new, original sentences.

Author: Muhammad Dawood Hussain (Roll: 23PWDSC0121)
Department: CS & IT, UET Peshawar
Supervisor: Dr. Syed Misbah un Noor

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🔍 Project Summary

This project explores Generative AI through a Markov Chain language model.
It trains on motivational quotes and generates new inspirational text based on learned word transitions.

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🚀 Features

• NLP preprocessing (cleaning, lowercasing, punctuation removal)
• Train/Test split for evaluation
• Bigram Markov Chain model for generation
• Visualization of dataset word frequency
• Saving generated samples & trained model

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📁 Repository Structure

Generative-AI-Quote-Generator/
├── Notebook/
│   └── Generative_AI_Markov_Notebook.ipynb
├── Reports/
│   ├── Generative_AI_Project_Report.docx
├── Presentation/
│   └── UET_Generative_AI_Final_Presentation.pptx
├── Generated/
│   ├── generated_quotes.txt
│   └── markov_chain.json
└── README.md

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🛠 How to Run (Locally)

git clone https://github.com/<your-username>/Generative-AI-Quote-Generator.git
cd Generative-AI-Quote-Generator/Notebook
jupyter notebook Generative_AI_Markov_Notebook.ipynb

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🔭 Future Improvements

• Bigger dataset for better generation
• Trigram / LSTM / Transformer models
• Streamlit deployment

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📎 Contact

Muhammad Dawood Hussain
Dept. of CS & IT, UET Peshawar