Paper Evaluation Agent - Custom Agent
Paper Evaluation Agent: Customized AI for precise paper assessment.
Publisher
Accenture
Product Details
This agent uses OCR and NLP to evaluate text-based and handwritten answer sheets automatically, generating scores and feedback. Once a student uploads an answer sheet, it detects the content type, performs OCR if needed, and starts evaluation. It assesses subjective responses with NLP, scores objective questions, generates detailed feedback, flags low-performing areas, and stores results for educators to review.
The agent removes manual grading bottlenecks and cuts the time and cost of grading, especially for subjective responses. Real-time scoring and feedback allow timely interventions, and large-scale assessments run with minimal human oversight. It uses Vertex AI Studio, Vertex AI Search, Agent Engine, Cloud SQL, Cloud Run, Cloud Storage, and Bigquery.
Key Use Cases
Automated Handwritten Exam Scoring and Rubric Assessment
Extracts student responses from scanned handwritten answer scripts via OCR and applies NLP on Vertex AI Studio to evaluate complex subjective arguments against predefined academic rubrics.
Classroom Performance Analytics and Feedback Generation
Stores objective scores and qualitative feedback in BigQuery and Cloud SQL, automatically pinpointing low-performing syllabus modules so educators can deploy targeted remedial interventions.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.