Use Streamlit to create a learning platform 📚 A preview of questions clustered by topic is available in the public area. In the private area (Google Firebase user authentication 🔐) the learning experience is personalized. The questions and answers can be easily managed by the administrator in Google Sheets 💾 and are connected to the Streamlit app.

Have a look and try out the public facing and personalized sites of the Streamlit app. To enter the personalized area create an user account and manage your individual content.

https://medical-board-certification-questions.streamlit.app/

Medical questions are presented in this use case. The questions have been collected from a web forum of exam protocols. The data was processed on the Kaggle platform translating them into English language, using a Large-Language Model to extract the questions, clustering with k-Means and adding LLM-generated answers that have been curated manually (human-in-the-loop). Use the application for your question and answer collection.

• https://www.kaggle.com/docs/api
• https://github.com/burnash/gspread
• https://github.com/googleapis/google-api-python-client
• https://github.com/googleapis/oauth2client
• https://github.com/cmayoracurzio/streamlit_firebase_auth

The questions and answers displayed are for learning purposes only.