Landing Page
The landing page showcasing the platform's features and benefits.
Dashboard
The dashboard where users can create and manage quizzes.
Quiz Interface
The interactive quiz interface where users take quizzes and review their answers.
An innovative AI-powered quiz platform that generates personalized quizzes on any topic, helping users learn through interactive questions and detailed explanations.
Ensuring Valid JSON from Gemini Outputs
Gemini often returns responses with syntax issues, especially when generating JSON with nested structures or dynamic placeholders.
Solution: Implemented a robust generation function with retry logic, format constraints, and post-processing cleanup. Added strict validation rules for required fields, placeholder replacement, and sanitation of quotes and trailing commas.
Generating Plausible Distractors for MCQs
AI tends to repeat similar incorrect answers or mix up syntax when generating plausible MCQ options.
Solution: Fine-tuned prompt instructions with constraints: all options must be unique, under 15 words, and use single quotes. Embedded these directly into the generation logic to enforce consistency and relevance.
Preventing Garbage Input Topics
Users could input invalid, offensive, or nonsensical topics which led to low-quality quizzes or model confusion.
Solution: Added an AI-powered topic validation layer before quiz generation. It filters inappropriate or low-signal input and guides users to refine their topic.
