Edunexus AI: A new version of studywise

Inspiration

• The need for personalized learning experiences in education.
• Traditional education lacks adaptive methods to cater to different learning styles.
• Desire to provide students with tailored resources, real-time feedback, and a guided learning experience.

What it does

• Creates personalized learning roadmaps based on user goals and timelines.
• Offers quizzes, mega assessments, and revision tools to reinforce learning.
• Integrates an AI Teaching Assistant that can master any content from provided links and answer questions.
• Tracks progress and provides detailed analytics to improve performance.

How we built it

• Frontend built using Next.js for fast, dynamic web performance.
• Backend powered by Postgres SQL for data management and Redis for caching.
• Used LLMs for roadmap generation, quizzes, and personalized learning paths.
• Integrated vector embeddings to provide personalized content recommendations.
• Multiple bots designed to handle roadmaps, quizzes, and revision tasks seamlessly.

Challenges we ran into

• Creating an AI capable of adapting to a wide range of learning topics.
• Ensuring smooth integration between bots for roadmap generation, quizzes, and revisions.
• Optimizing the platform for scalability while maintaining real-time performance.
• Building dynamic assessment generators from pre-existing content.

Accomplishments that we're proud of

• Successfully created personalized learning roadmaps powered by Soarai Classes.
• Developed an AI assistant capable of mastering content from any provided web link.
• Seamless integration of quizzes, revision bots, and mega assessments.
• Real-time analytics to track user progress and learning outcomes.

What we learned

• How to efficiently combine multiple AI models and bots to create a cohesive learning platform.
• The importance of personalized education and how AI can bridge the gap in adaptive learning.
• Enhanced skills in managing a robust tech stack for real-time and scalable applications.

What's next for Edunexus AI: A New Version of StudyWise

• Expanding the number of subjects and learning paths available.
• Improving the AI Teaching Assistant to offer even more detailed, real-time feedback.
• Introducing collaborative learning features, allowing students to work together on projects.
• Expanding mobile support for better accessibility and ease of use across devices.
• Integrating more advanced analytics to provide deeper insights into learning behaviors.

Built With

• ai
• llm
• nextjs
• postgresql
• redis
• typescript