Personalized Learning Companion

Design an AI system that serves as a personalized learning companion for students. The system should adapt the content and pace based on the student's learning style, progress, and feedback. Consider aspects such as data ingestion from various learning resources, embedding techniques for personalized content retrieval, model selection for adaptability, and evaluation metrics to assess learning outcomes.