MCQ Generator with Streamlit

MCQ Generator with Streamlit is a web application that allows users to upload PDF or text files, specify the number of questions, subject, and tone, and generate multiple-choice questions (MCQs) based on the provided input. The application utilizes OpenAI's language models for natural language processing and provides feedback on the complexity of the generated quiz.

Features

• File Upload: Users can upload PDF or text files containing the text from which MCQs will be generated.
• Dynamic Inputs: Users can specify the number of questions, subject, and tone for the generated MCQs.
• Real-time Feedback: Provides real-time feedback on the complexity of the generated quiz and suggests improvements.
• Tabular Display: Displays the generated MCQs in a tabular format for easy readability.

Prerequisites

• Python 3.x
• Streamlit library
• Langchain library
• OpenAI API Key

Installation

1. Clone the repository:

   git clone https://github.com/your-username/mcq-generator-streamlit.git

2. Install the required dependencies:

   pip install -r requirements.txt

3. Set up environment variables:

   • Create a .env file in the root directory.

   • Add your OpenAI API key to the .env file:

     OPEN_AI_KEY=your-openai-api-key
     

4. Install the local package in the virtual environment:

   python setup.py install

Usage

1. Run the Streamlit application:

   streamlit run main.py

2. Access the application in your web browser.

3. Upload a PDF or text file, specify the number of questions, subject, and tone, and click the "Create MCQs" button.

4. View the generated MCQs and the review feedback provided.

Logging

• All logs are stored in the logs directory.
• Each log file is named with a timestamp indicating when it was created.