QuizMe - GenAI Quiz Generator

Website hosted here

Backend link

Upload a PDF to generate questions based on the content

Tech used

Frontend (Deployed on Github pages)

• Flutter web

Backend (Deployed on render.com)

• Python
• CrewAI

Challenges faced

Prompts for the CrewAI agents

• Creating prompts for the CrewAI agents to generate the appropriate response
• Sometimes the agents hallucinate and generate random questions

Deploying the backend API service

• Initially I thought to deploy on AWS, but versioning constraints proved to be a blocker
• Finally hosted the backend on render.com
• It needs time to warm up when not used for some time, and may cause timeouts

P.S. The quiz generation may not work initially, as the API service needs to warm up. In this case, you will have to request again to generate the quiz.