Edu Agent
An intelligent tutor that learns how you learn — adapting its depth, tone, and focus based on your mastery, your history, and exactly where you got stuck last time.
Project Resources
Everything, one
click away.
in action
How It Works
The adaptive
learning loop.
About the Project
More than a chatbot.
A learning system.
EduAgent is a complete adaptive learning loop — not just a wrapper around an LLM. It classifies learner difficulty with a fine-tuned transformer, detects the AI/ML topic in real time, retrieves supporting examples, and prompts the tutor with the learner's full history.
What makes it genuinely adaptive is the Memory Agent. It tracks mastery scores, weak concepts, topic revisit frequency, and the last evaluator result — injecting all of this into every future prompt. The tutor literally changes how it teaches based on where you struggled.
The Evaluator Agent generates a follow-up question after each explanation, scores the response with validated structured output, and feeds that signal back into memory — closing the loop between teaching and assessment.