Generative-and-Agentic-AI

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Generative-and-Agentic-AI

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Contains notebooks and resources for the course

Generative-and-Agentic-AI 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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# Generative-and-Agentic-AI with Arif Butt

[![Course](https://img.shields.io/badge/Course-GenAI%20AgenticAI-blue.svg)](http://arifbutt.me/cources)
[![Language](https://img.shields.io/badge/Language-Python-orange.svg)](https://en.wikipedia.org/wiki/C_(programming_language))
[![License](https://img.shields.io/badge/License-Educational-green.svg)](https://raw.githubusercontent.com/arifpucit/Generative-and-Agentic-AI/main/)

Welcome to the **Generative and Agentic AI Course** repository! This collection contains Python program source codes containing Proof of Concepts (PoCs) discussed during this course lectures.

## 📚 About This Repository

This repository serves as a comprehensive resource for students enrolled in the Generative and Agentic AI course. Each program demonstrates fundamental concepts through practical Python implementations, making complex theoretical concepts tangible and understandable.

### 🔗 Course Resources
- **Lecture Slides**: [http://arifbutt.me/cources](http://arifbutt.me/cources)
- **Course Level**: Undergraduate + Graduate
- **Programming Language**: Python

## 🚀 Getting Started

### Prerequisites
- Basic understanding of Programming in Python
- Hands-on understanding of Machine Learning
- Understanding of Deep Learning concepts will be a plus
- Mac/Windows/Linux/Unix environment

### How to Use This Repository
1. Clone the repository to your local machine
2. Use requirements.txt to build your virtual environment (Detailed steps mentioned in Notebook-00.ipynb

## 📖 Learning Approach

> **Important Note**: While these source codes are provided to save your typing efforts, I **strongly recommend** that you:
> 
> - ✅ Type the programs yourself for better understanding
> - ✅ Make modifications and experiment with the code
> - ✅ Do "Scuba Diving" into the underlying concepts

### 🎯 Learning Philosophy
*"The best way to learn programming is by programming!"*

Don't just copy-paste the code. Engage with it, modify it, break it, and fix it. This hands-on approach will deepen your understanding of involved concepts.

## 📁 Repository Structure

```
📦 Generative-Agentic-AI
├── 📂 Notebooks: Contains all the PoCs discussed in class inside Jupyter Notebooks with descriptive contents and images.
     ├── Overview of the Course
     ├── Accessing Closed Source Flagship AI Models
     ├── Accessing Open Source Flagship AI Models
     ├── Tool Calling and MCP Protocol
     ├── Overview of Modern DB Landscape
     ├── Agentic Apps using LangChain, LangGraph, & CrewAI
     ├── Fine-Tuning of Small LMs on Custom Datasets
     ├── OWASP Top 10 LLM App Vulnerabilities
├── 📂 Books: The Books to be followed in the course/
├── 📂 Research Articles: (Process Management and Scheduling)/
```

## 🤝 Contributing

If you find any issues or have suggestions for improvements, feel free to:
- Open an issue
- Submit a pull request
- Contact the instructor

## 👨‍🏫 Meet Your Instructor

### Dr. Muhammad Arif Butt
**Assistant Professor, Department of Data Science**  
**University of Punjab, Lahore**

#### 🎓 Educational Background
- **Pakistan Military Academy, Kakul** - Graduate
- **MPhil Computer Science** - University of Punjab, Lahore
- **PhD Computer Science** - University of Punjab, Lahore

#### 💼 Professional Experience
- 🎖️ **Pakistan Army** - Served in field/staff/instructional posts
- 👨‍🏫 **Assistant Professor** - Department of Data Science
- 🚀 **Founder** - [Excaliat](https://excaliat.com/en)
- 🦅 **Founder** - [FalconHunt](https://falconhunt.org/)
- 🔧 **Co-Founder** - [Tbox Solutionz](https://tboxsolutionz.com/)

#### 🔬 Research Interests
- **Embedded and Real-Time Operating Systems**
- **Vulnerability Analysis, Binary Exploitation & Exploit Development**
- **AI-Driven Cybersecurity and Securing AI Systems**

#### 📞 Connect with Dr. Butt
- 📧 **Email**: [arif@pucit.edu.pk](mailto:arif@pucit.edu.pk)
- 🌐 **Website**: [https://arifbutt.me](https://arifbutt.me)
- 📺 **YouTube**: [Learn with Arif](https://youtube.com/learnwitharif)
- 💻 **GitHub**: [@arifpucit](https://github.com/arifpucit)
- 💼 **LinkedIn**: [Dr. Arif Butt](https://www.linkedin.com/in/dr-arif-butt/)

## 📜 License

This repository is for educational purposes. Please respect academic integrity guidelines when using this code for assignments or projects.

## 🎉 Final Words

Happy Coding! Remember, every expert was once a beginner. Keep practicing, keep learning, and most importantly, keep coding!

---

⭐ **Star this repository if you find it helpful!**

*Last Updated: 2025*

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