Exam Question Paper Generator Agent - Custom Agent

This agent generates full-length exam papers based on the syllabus and difficulty levels using dynamic question templates. It starts when an exam is scheduled or an instructor requests one.

The agent builds a balanced paper against set difficulty and coverage goals, evaluates the question pool, and adjusts the mix, such as short and long-form questions, to keep content diverse. It produces a downloadable PDF and stores it for educators and learners with no further human input. This reduces administrative workload, keeps assessments standardized and fair across courses or institutions, and allows rapid assessment for scaled or remote learning. As part of EduGenie, it helps cut training content development and delivery costs by up to 70 percent. Educators and organizations with training needs use it, and it runs on Vertex AI Studio, Model Garden, Agent Engine, Vertex AI Search, Cloud SQL, Cloud Storage, Cloud Run, Bigquery, and Terraform.