Exam Paper Generator Agent

Creating exam papers manually is one of the most time-intensive tasks for educators. A question paper generator agent can produce balanced, curriculum-aligned exams with varied question types and difficulty levels in seconds - freeing teachers to focus on instruction rather than paper-setting.

In this tutorial, we build an exam generator for Indian CBSE Class 10 Science - specifically the Electricity chapter. The agent generates a 40-mark paper with multiple choice, short answer, and long answer questions, plus a complete marking scheme.

The below example shows the agent generating a full exam paper with a structured response.

It gives the following output,

CBSE Class 10 Science - Electricity
Time: 90 minutes    Maximum Marks: 40
General Instructions: All questions are compulsory.

--- SECTION A: Multiple Choice Questions (10 x 1 = 10 marks) ---

1. The SI unit of electric charge is:
   (a) Ampere  (b) Coulomb  (c) Volt  (d) Ohm

2. When resistors are connected in series, the equivalent resistance is:
   (a) Less than the smallest resistor
   (b) Equal to the average resistance
   (c) Greater than the largest resistor
   (d) Equal to the smallest resistor

3. The resistance of a conductor depends on:
   (a) Length only  (b) Area only
   (c) Length, area, and material  (d) Temperature only
[...7 more MCQs...]

Section A Marking Scheme: 1-b, 2-c, 3-c, ...

--- SECTION B: Short Answer (5 x 3 = 15 marks) ---

11. State Ohms Law. Draw a V-I graph for a metallic conductor.
    What does the slope of this graph represent? (3 marks)

12. A bulb of resistance 5 ohms and a resistor of 10 ohms are connected
    in parallel across a 6V battery. Find the current through each
    component and the total current drawn from the battery. (3 marks)
[...3 more short answers...]

--- SECTION C: Long Answer (2 x 5 = 10 marks) ---

16. (a) Derive the expression for the equivalent resistance of three
    resistors connected in series. (3 marks)
    (b) Three resistors of 4 ohm, 6 ohm, and 12 ohm are connected
    in parallel. Find the equivalent resistance and total current
    when connected to a 12V source. (2 marks)

Extend this agent by adding a tool to save the generated paper as a PDF using reportlab or weasyprint. For adaptive exam generation, pass in the student's past performance data to automatically adjust difficulty distribution. The agent can also generate separate answer key and marking rubric documents for teacher use.