Inspiration
As high school students, my teammate and I constantly experience the overwhelming stress of exam preparation, heavy textbooks, and tight deadlines. Traditional search engines only provide endless links, which wastes time and increases anxiety. We wanted to build a solution that acts as a 24/7 personal tutor, transforming dense study material into clear, interactive, and stress-free learning experiences.
What it does
"AI Study Buddy" is an intelligent web application designed for high schoolers. Students can upload a textbook chapter or type a specific concept. The AI instantly processes the text to:
- Generate simplified, bite-sized study notes and summaries.
- Create a customized, step-by-step study schedule.
- Produce interactive, adaptive practice quizzes to test their understanding before exams.
How we built it
We developed the prototype using a modern and efficient tech stack:
- Frontend/Backend: Built with Python and Streamlit to ensure a fast, clean, and highly responsive user interface.
- AI Engine: Integrated Google's Gemini API and OpenAI's API for advanced natural language processing, dynamic text summarization, and quiz generation.
- Data Processing: Used Python libraries to parse and structure user-uploaded texts securely.
Challenges we faced
One of our biggest hurdles was preventing "AI Hallucination"—ensuring the AI doesn't generate wrong academic facts. We solved this by implementing strict prompt engineering and grounding the AI's knowledge base. We designed the system to only search and extract answers directly from the textbook files uploaded by the user, keeping a "Human in the Loop" by reminding students that the AI is a study guide, not the final grader.
What we learned
We learned a tremendous amount about integrating LLM APIs into functional web applications, optimizing prompt engineering for education, and managing data privacy. More importantly, we learned how to design software with empathy, keeping the user's mental well-being and academic success at the core of our technical choices.
Log in or sign up for Devpost to join the conversation.