-
Options for generating information for each topic
-
Getting feedback for detailed open ended responses for the topic
-
Getting quizzes with multiple choice questions for the topic
-
Main page to input topic and example topics
Inspiration
We were inspired to create EduGuide because we saw a need for personalized and effective learning tools in schools. The AI model "GPT" was being used negatively by students, but in reality, it could be used in a much more efficient way. We realized that with advancements in AI and natural language processing, we could use GPT models to generate practice notes, quizzes, and open-ended questions that cater to the diverse needs of students across different subjects.
What it does
EduGuide is a platform for students that uses AI-powered GPT models to provide feedback for practice materials. It covers a wide range of topics, offering practice notes, quizzes, and open-ended questions for each subject. Students can access these materials, attempt the quizzes, and submit their answers for grading. The AI system analyzes their responses and provides feedback, including explanations, corrections, and suggestions for improvement. This personalized feedback helps students understand their strengths and weaknesses and guides them in their learning.
How we built it
To build EduGuide, we used a combination of technologies. The core of the app relies on the GPT model, which generates the practice materials. We also used natural language processing algorithms to understand students' responses. The app itself was developed using a web-based framework, providing an easy-to-use interface for students to access the practice materials and submit their answers. The AI system was trained using a large dataset of educational content to ensure that the generated materials are accurate and relevant.
Challenges we ran into
During the development process, we faced various challenges. One major challenge was tweaking the AI model to understand and generate necessary formats for a wide range of school topics. Our team also unfortunately, decreased in number one possible teammate being unable to arrive, and teammate we found at the hackathon that had to leave 6 hours into the hackathon. We had initially had a completely different route and website idea, but after our teammate had left we decided to begin from scratch with the loss of 6 hours of potential work. We also had to ensure the accuracy of the grading system and provide meaningful feedback to students. Additionally, creating the AI system into a user-friendly app interface required careful design, development, and design.
Accomplishments that we're proud of
As first-time hackathon participant, I are incredibly proud to have contributed to development of EduGuide. Our accomplishment lies in creating a tool that uses the power of AI technology to provide personalized practice materials and invaluable feedback to help you navigate the challenges and opportunities that a hackathon presents. EduGuide aims to empower students to learn at their own pace and provides them with a comprehensive learning resource across various school subjects.
What we learned
Through building EduGuide, we learned about the power of AI in education and the importance of personalized learning experiences. We gained insights into training AI models for educational purposes and refining the system to deliver accurate and constructive feedback. User interface design also proved to be crucial in creating a platform that enhances the learning process. Actually using the website and brainstorming of the website taught us feedback is crucial to students and very beneficial towards learning and development.
What's next for EduGuide
In the future, we have exciting plans to enhance EduGuide even further. Our primary focus will be on continuous improvement and expansion. We are look forward to update the AI model used in EduGuide, ensuring the generation of highly accurate and personalized practice materials for students. We believe that by improving the AI model, we can provide an even better learning experience to improve the student body, and benefit the teaching body.
Log in or sign up for Devpost to join the conversation.