Difficulty in Finding Relevant Study Material:
Our web app eliminates the hassle of searching for relevant study material by providing a centralized platform where users can access curated content tailored to their needs and interests.
Lack of Engagement and Interactivity:
We address the issue of low engagement and interactivity in traditional
study materials by offering multimedia-rich content and interactive
features that captivate users' attention and promote active learning.
Confusion in Study Path:
Our platform provides clear and structured learning paths, guiding users through their study journey and helping them navigate complex topics with ease.
Inefficient Assessment of Understanding:
Our platform facilitates efficient assessment of user understanding
through interactive quizzes, assessments, and feedback mechanisms,
enabling users to track their progress and identify areas for improvement.
Overwhelm from Abundance of Resources:
We alleviate overwhelm caused by the abundance of educational
resources by curating high-quality content and providing intuitive search
and filtering options that streamline content discovery.
Our biggest hurdle was to integrate a vector database. We had a very short time period left to integrate vector database which was going to be used for finding similar chunks of paragraphs from the given PDF. The sigining up process and implementing SDK of some providers were tough to execute in short time. There were a lot of minor details ,integration testing and few api left to compelete.
We overcome this situation by an innovative approach. We used a json based Vector database for the hackathon. IT was good enough for demo and fast enough to integrate in an hour. Our team analysed the cons and pros of the this approach. The only is that it was not scalabe and we had to clear db after few trials since the vector DB gets too large in JSON format. But at the end we managed to make a working protoype with all the efforts and dedication of our team.
Tracks Applied (3)
Technologies used
Discussion