koteknology/streamlit-quiztube

Generate quizzes from YouTube videos using LLM. A Streamlit app for educational content extraction.

🧠 QuizTube: Transforming YouTube Videos into Quizzes with Streamlit

QuizTube offers an innovative approach to create interactive quizzes from YouTube video captions. By extracting captions using the youtube-transcript-api and subsequently processing the text with OpenAI's LLM, QuizTube serves as a powerful tool for enhancing video content interaction.

Video Tutorial

Website Link

👉 Check out the app here: https://quiztube.streamlit.app/

How It Works

1. Caption Extraction: Using the youtube-transcript-api, captions are extracted from a given YouTube video URL.
2. Quiz Generation: The extracted captions are then fed into OpenAI's LLM using LangChain Python with a predefined prompt template. The model generates questions based on the content, turning the video's key points into an interactive quiz.
3. Streamlit Integration: The quizzes are seamlessly integrated and displayed in a Streamlit app, providing users with a unique and interactive experience.

This project was developed as an entry for the Streamlit Hackathon in September 2023.

🤝 Connect with Me

• 📺 YouTube: CodingIsFun
• 🌐 Website: PythonAndVBA
• 💬 Discord: Join the Community
• 💼 LinkedIn: Sven Bosau
• 📸 Instagram: sven_bosau

Support

If you appreciate the project and wish to encourage its continued development, consider supporting my work.

Feedback & Collaboration

For feedback, suggestions, or potential collaboration opportunities, reach out at [email protected].