DRONA
Learn, Discuss and Test your topic with Drona the Teaching AI
Created on 15th October 2024
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DRONA
Learn, Discuss and Test your topic with Drona the Teaching AI
The problem DRONA solves
In-scope features for Drona include:
1.Personalized Learning Paths: Tailoring content and assessments based on student performance, utilizing Bloom’s taxonomy to encourage higher-order thinking.
2.Interctive Quizzes & Tests: Real-time, adaptive assessments that measure understanding and guide students to improve.
3.AI-Generated Feedback: GenAI will offer instant feedback on answers, suggestions for improvement.
4.Progress Tracking: The app stores and tracks student level of Understandin (which level are you on of blooms taxonomy).
5.Engagement Tools: Use of the Socratic method to stimulate critical thinking by prompting questions and discussions in an interactive way.
Out-of-scope features for Drona include:
1.Offline Access: No offline iteraction for the student.
2.Complex AI Tutoring: Although Drona provides personalized learning, it doesn’t yet support full-scale AI-driven tutoring with in-depth, conversational AI sessions.
What are the future opportunities for this solution?
1.Examinations Specific Study: We wish to include Exam specific study feature in the app.
2.Teaching on Material Given by Student : We wish to include material specific studies.
3.Voice-over for Drona: We wish to include Voice over for Drona to help special-abled student.
4.Better-UI: We wish to improve the UI for the Users.
Challenges we ran into
1.We wanted to not teach the topics which are not topics that are teachable😕 it took us sometime to figure this out
we included in prompt to return a specific set character when this happens and then not add that topic i hope that made sense.
2.AI going off-topic i need to include a long prompt to solve this.
3.AI for no reasons level up the student to next level (hopefully it wont happen now) again prompt solved it.
assignments was not generating correctly changed the genration config and it working fine now
4.Connecting to learnt topics was also a problem solved this by introducing one more model to judge which topics are relevant and store them in db
Tracks Applied (1)
AI/ML
Technologies used
