Gen-AI – MCP Generator & Interactive Tutor

A production-ready Generative AI application built using Python, Streamlit, and Google Gemini, designed to generate high-quality MCQs (Multiple Choice Questions) and provide interactive, explanation-driven learning.

This project demonstrates real-world usage of LLMs, structured prompting, JSON parsing, and frontend-backend integration.

---

📌 What This Project Does

This application uses Gen-AI (Google Gemini) to:

• Generate exactly 15 MCQs based on:

  • Topic
  • Difficulty level (Easy / Medium / Hard)

• Display one question at a time

• Allow users to select options interactively

• Provide:

  • ✅ Explanation for correct answers
  • ❌ Feedback + correct answer + explanation for wrong answers

This makes the app both a generator and an AI tutor.

---

🚀 Key Features

• LLM-driven MCQ generation
• Interactive learning experience
• Beginner-friendly explanations
• Modular, scalable project structure
• Production-grade prompt design
• Clean Streamlit UI

---

🛠 Tech Stack

Layer	Technology
Language	Python 3.10+
LLM	Google Gemini
Frontend	Streamlit
Prompt Mgmt	JSON
Config Mgmt	YAML
Env Mgmt	python-dotenv
Validation	Pydantic

---

📁 Project Structure

python-gen-ai/
│
├── apps/
│   └── mcp_generator/
│       └── app.py
│
├── utils/
│   ├── llm_client.py
│   ├── mcp_helper.py
│   └── prompts/
│       └── mcp_generator_prompt.json
│
├── config/
│   ├── config.yaml
│   └── model_config.py
│
├── .env
├── requirements.txt
├── README.md
└── main.py

---

⚙️ Step-by-Step Setup

1️⃣ Clone the Repository

git clone https://github.com/DeepaliPaspule/python-gen-ai.git
cd python-gen-ai

---

2️⃣ Create Virtual Environment

python3 -m venv myenv
source myenv/bin/activate   # macOS / Linux

---

3️⃣ Install Dependencies

pip install -r requirements.txt

---

4️⃣ Configure Environment Variables

Create a .env file:

GEMINI_API_KEY=your_google_gemini_api_key

---

5️⃣ Run the Application

streamlit run apps/mcp_generator/app.py

---

📘 Sample Output

Q1. What is a list in Python?
A. Immutable sequence
B. Mutable sequence
C. Dictionary type
D. Set type

❌ Wrong Answer  
Correct Answer: B  
Explanation: Lists are mutable, meaning elements can be modified after creation.

---

🧠 Why This Project Matters

This project demonstrates:

• Practical LLM integration
• End-to-end Gen-AI workflow
• Frontend + backend orchestration
• Real-world AI reliability challenges

👩‍💻 Author

Deepali Paspule-CSE Graduate|Gen-AI Enthusiast