Automate Your Quiz Grading with Intelligent AI
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Streamline your educational processes with the Quiz Auto Grader workflow. This solution leverages AI to automate the grading of quizzes, providing quick and accurate feedback.
About This Workflow
The Quiz Auto Grader is a powerful n8n workflow designed to revolutionize how educators assess student knowledge. It ingeniously combines webhook triggers, advanced text processing, and sophisticated AI models to deliver automated grading. By splitting text, generating embeddings, and storing them in Pinecone, this workflow can intelligently query and analyze student responses against reference material. It then utilizes a RAG (Retrieval Augmented Generation) agent powered by OpenAI's chat model to determine grades and provide feedback. The results are logged to a Google Sheet and alerts are sent via Slack in case of errors, ensuring smooth and efficient operation.
Key Features
- Automated Grading: Eliminate manual grading and save valuable time.
- AI-Powered Analysis: Leverage advanced language models for accurate assessment.
- Scalable Vector Storage: Efficiently manage and query your educational content with Pinecone.
- Integrated Logging: Track grading results directly in Google Sheets.
- Real-time Alerts: Stay informed with Slack notifications for any issues.
How To Use
- Set up Webhook: Configure a webhook trigger to receive quiz submissions.
- Text Processing: Utilize the Text Splitter and Embeddings nodes to process student responses.
- Vector Database: Store embeddings in Pinecone for efficient retrieval of relevant information.
- AI Grading: Configure the RAG Agent with your desired prompt and connect it to the Chat Model and Vector Tool.
- Output and Logging: Integrate with Google Sheets to log grades and use Slack for error alerts.
Apps Used
Workflow JSON
{
"id": "bea9babe-746f-43e8-9711-cd38c9d9119d",
"name": "Automate Your Quiz Grading with Intelligent AI",
"nodes": 14,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: bea9babe-746f...
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