MemberPulse

AI Question Generation

Generate quiz questions automatically using AI

Use AI to automatically generate quiz questions from course content.

Features

Content Analysis

Upload or paste content and AI generates:

  • Multiple choice questions
  • True/false questions
  • Fill-in-the-blank questions

Acceptance Criteria

Frontend
  • UI supports the workflows described in this feature.
Backend / API
  • Backend behavior supports this feature as documented.
Permissions
  • Access is restricted per the Capabilities matrix on this page (or equivalent role rules).
Business Rules
  • All business rules for this feature are enforced.
Error Handling
  • Error states return clear messages and appropriate HTTP status codes.

Question Types

TypeDescription
Multiple Choice4 options, 1 correct
True/FalseBinary choice
Multi-SelectMultiple correct answers

Acceptance Criteria

Frontend
  • UI supports the workflows described in this feature.
Backend / API
  • Backend behavior supports this feature as documented.
Permissions
  • Access is restricted per the Capabilities matrix on this page (or equivalent role rules).
Business Rules
  • All business rules for this feature are enforced.
Error Handling
  • Error states return clear messages and appropriate HTTP status codes.

UI Spec (from supplied spreadsheet)

The spreadsheet defines quiz/question configuration under "Courses" (subject section):

FieldInput TypeRequiredNotes
Questions RequiredTrue / FalseRequiredmodel: isQuestionsRequired (shows/hides question UI)
How many questionsNumberRequiredmodel: numberOfQuestions
Generate with AIYes / NoRequiredmodel: generateWithAI (triggers AI generation)
Question TypeSelectorRequiredmodel: questionType (enum: single_answer, multiple_answer)

Data Model Cross‑Reference (Entities)

Quiz/question configuration is stored on the course/subject structure: Course

Quality Controls

  • Review generated questions before use
  • Edit questions and answers
  • Set difficulty level
  • Add explanations

Acceptance Criteria

Frontend
  • Quality Controls workflow is implemented in the UI as described.
Backend / API
  • Backend behavior supports Quality Controls as documented.
Permissions
  • Access is restricted per the Capabilities matrix on this page (or equivalent role rules).
Business Rules
  • All business rules for this feature are enforced.
Error Handling
  • Error states return clear messages and appropriate HTTP status codes.

Workflow

  1. Input Content

    Paste text or upload PDF/document

  2. Configure

    Select question types, quantity, difficulty

  3. Generate

    AI creates questions based on content

  4. Review

    Edit, approve, or regenerate questions

  5. Add to Course

    Insert approved questions into quiz

Implementation Contracts

Backend (API)

POST   /api/ai/generate-questions            # Generate questions
{
  "content": "string or file reference",
  "questionCount": 10,
  "questionTypes": ["multiple_choice", "true_false"],
  "difficulty": "medium"
}

POST   /api/courses/{id}/quizzes/{quizId}/import-ai

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