Step Zero is an AI-powered application designed to assist medical students in their preparation for the USMLE Step 1 exam. The app uses natural language processing and machine learning techniques to provide relevant information from video lectures based on user queries.
URL: https://stepzero.streamlit.app/
- Topic-based question answering
- Retrieval of relevant passages from video lectures
- RAG-generated answers using OpenAI's GPT-4
- Frame extraction from videos at specific timestamps
- Interactive Mindmap Generation
- Critical analysis report generation for step 1 success
- Feedback action
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Clone this repository:
git clone https://github.com/Sudhendra/step1_buddy.git cd step1-buddy -
Install the required dependencies:
pip install -r requirements.txt -
Set up your OpenAI API key as an environment variable or input it in the app's sidebar.
Run the Streamlit app:
streamlit run medapp.py
Navigate to the provided local URL in your web browser to use the application.
The application uses video data stored in JSON format. Each topic has its own JSON file in the data directory. The app also generates and caches embeddings for faster retrieval.
Please refer to the "Disclosures" tab in the application for important information about the source of the content, licensing, and future updates.
This project is protected by license. Please contact the repository owner for permission before using the code for personal or commercial projects.
Contributions are welcome! Please feel free to submit a Pull Request.
This application is for educational purposes only and should not be used as a substitute for professional medical advice, diagnosis, or treatment.