MCQ-Generator 📝🤖

Welcome to MCQ-Generator, an intelligent tool designed to generate multiple-choice questions (MCQs) from natural language queries. Powered by Langchain, ChatGPT, and Streamlit, this project uses advanced NLP techniques to convert any given text or query into a structured set of MCQs for educational purposes. Whether you're a teacher, student, or content creator, MCQ-Generator makes it easy to create quizzes and exams from text-based content.

Features 🌟

• NLP-Powered MCQ Generation

  • Automatically generate multiple-choice questions from natural language queries or text input.
  • Leverage ChatGPT and Langchain for smart question formulation and answer options.

• Streamlit Interface

  • User-friendly web interface for easy interaction and real-time MCQ generation.
  • Input your queries or text, and instantly receive MCQs with answers and explanations.

• Customizable Question Types

  • Generate different types of questions: factual, conceptual, and application-based.
  • Option to choose difficulty levels for MCQs.

• Educational Tool

  • Great for teachers and educators looking to create quizzes and tests quickly.
  • Ideal for students and learners who want to practice and test their knowledge.

Tech Stack 🛠️

• Python: The core programming language for building the application.
• ChatGPT: Language model used for question and answer generation.
• Langchain: For managing the flow of questions and handling NLP tasks.
• Streamlit: Web framework to deploy and visualize the MCQ generation process.
• OpenAI API: For integration with ChatGPT to generate relevant MCQs.

Prerequisites 📝

Before you begin, ensure you have the following installed:

1. Python 3.x
2. pip for package management
3. OpenAI API Key
4. Streamlit for building the web interface

Installation 🚀

Follow the steps below to set up the project on your local machine.

1. Clone the Repository

git clone https://github.com/zeeshanali90233/MCQ-Generator.git
cd MCQ-Generator

📖 Helping Material

1. Consult Books: Refer to John Duckett's "HTML & CSS" and Svekis's "JavaScript: Beginner to Professional" books for foundational knowledge.
2. Documentation & AI Help: Utilize AI tools like ChatGPT, Phind, Gemini, and online documentation resources for assistance. They are just a search away!
3. YouTube Channel: Explore additional helping content videos on my Learn With Ali Engineer to reinforce your learning.

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📝 Contact & Support

For any questions, feel free to reach out me at any social platform plus through email zeeshanali90233@gmail.com.