gen-exercise

To generate a personalized physics practice test, you provide student profile details and specify the number of questions, topics, and difficulty. The system parses your instructions to automatically extract and format relevant past exam questions into a Markdown file with images.

Yes, you can customize the physics exercises by defining the number of questions, topics, and question types. The system uses student mastery levels, indicated by red, yellow, and green markers, to intelligently select appropriate questions for their current learning level.

Automated question selection works by analyzing a student's knowledge gaps and recent learning topics against a large corpus of past physics exams. It executes Python scripts to extract appropriate questions that match your user-defined requirements and student profile data.

The best way to create this physics practice set is to specify the struggling topic, such as kinematics, and the student's low mastery level. The generator then selects matching questions from past exams and outputs a formatted Markdown file with supporting images.

Yes, the physics exam generation process requires Python dependencies including python-docx and Pillow. These libraries are used to execute scripts for question extraction, manage file operations for output generation, and handle image processing for the final test format.

When generating physics practice tests automatically, you get a Markdown file containing the selected questions along with processed images. The system manages file operations to ensure the output is properly formatted and ready for student assessment.