Formative assessment is an effective method for improving student performance and encouraging self-learning. Our project proposes an intelligent assessment system that uses machine learning to generate personalized questions based on learners’ progress. The system presents educational content, evaluates understanding through short questions, and provides adaptive feedback and grading to support improvement.

The system also integrates a large language model such as ChatGPT to enable interactive communication between learners and the platform. By offering personalized assessment and meaningful feedback, the system aims to enhance the overall learning experience.

The FakrBot system successfully leverages machine learning and natural language processing to transform user-provided educational content into an adaptive, interactive, and personalized assessment platform.