Description
Unlock the power of AI with our MCQ Creator Application! Transform text from any URL into engaging multiple-choice questions with the AI model from Hugging Face. Choose from difficulty levels—simple, intermediate, or advanced—and receive a tailored quiz with detailed reviews. The user-friendly Gradio interface streamlines quiz creation, making it ideal for educators, trainers, and content creators. Elevate your content with high-quality, relevant MCQs effortlessly!
Model Name
- Mistral-7B-Instruct-v0.3 : Generate MCQs and Review using text
Inference Engine
- Hugging Face API: Huggingface Token is used by HuggingFaceEndpoint to connect with the model.
Tools Used
- Langchain: For seamless integration of quiz generation and evaluation processes.
- Gradio: For an interactive and user-friendly web interface.
- BeautifulSoup: For accurate text extraction from HTML content.
- Pandas: For displaying quiz data in a clear, tabular format.
- Python-dotenv: For secure management of environment variables.
Example URLs
- https://cloudyuga.guru/blogs/machine-learning-on-kubernetes-containerizing-a-model/
- https://cloudyuga.guru/blogs/cloud-native-and-artificial-intelligence/
Try it Out !
Preview
