Adaptive Agent for Personalized Learning

This agent guides learners through a customized educational journey. It assesses initial knowledge, sets targeted learning goals, and delivers a dynamic curriculum of tailored lessons, quizzes, and activities that evolves with each learner’s progress.

A Goal Setting Agent collects goals through Dialogflow CX and maps them to curriculum objectives. An Assessment Agent then generates adaptive quizzes and updates skill maps, an Adaptive Content Agent adjusts complexity and pacing using progress data from Firestore, and a Feedback Agent sends motivational or corrective feedback using Gemini Pro. The agents coordinate through Pub/Sub and shared Firestore state. The solution also detects AI-generated answers and dishonest patterns to protect learning integrity. It serves EdTech platforms, corporate L&D teams, universities, and online training providers, with potential for 2x engagement compared to static e-learning modules.