AURA - Adaptative Utility and Routine Assistant

AURA is an innovative API designed to revolutionize the way students learn. It provides a comprehensive platform where students can access a wide range of educational resources, receive personalized recommendations, and track their progress. AURA is built to enhance the learning experience by offering targeted support, adaptive learning routines, and intelligent assistance.

Key Features

1. Unified Learning Hub: Unified Learning Hub: Access all possible educational resources from a single platform, eliminating the need to juggle multiple tabs or applications. AURA integrates various content types like videos, flashcards, and quizzes to provide a well-rounded learning experience.

2. Personalized Learning Assistance: AURA supports students during their learning journey by presenting tailored content, reinforcing knowledge through interactive elements such as videos, flashcards, and questions.

3. Performance Tracking: Continuously measures student performance to provide actionable insights and improve recommendations, ensuring an effective learning path.

4. Question Handling and Support: When a student has a question, AURA offers a list of related questions to provide immediate assistance. If further help is needed, AURA utilizes a tiered support system:

   • LLM Support: If related questions don’t resolve the query, AURA employs a Language Learning Model (LLM) to answer.
   • Advisor Connection: If the LLM's response is insufficient, AURA connects the student with an advisor.
   • Expert Teacher Assistance: As a last resort, AURA connects the student with a subject matter expert to ensure the question is thoroughly resolved.

5. Adaptive Learning Pathways: Monitors student performance across various subjects, offering diverse learning strategies and continuously adapting to improve the student's learning process.

Usage

To use AURA, follow these steps:

1. Clone the repository:

   git clone https://github.com/miguelcsx/aura.git

2. Install the required dependencies:

   # Change directory to the project folder
   cd aura/

   pip install -r requirements.txt

3. Run the application:

   python main.py

Acknowledgements

• This project was inspired by the desire to improve educational outcomes through technology.

• Special thanks to the contributors and supporters of this project.

Support

For questions, issues, or suggestions, please open an issue.

License

This project is licensed under the MIT License.