A practical guide to landing educational scenarios
Address the three core needs of online education:
- Intelligent Question and Answer System: Create workflows to integrate localized Mistral-7B models and connect to question databases for real-time problem solving guidance.
- Learning progress analysisDesigned "Data Analytics" agent to generate regular learning reports that are automatically pushed to teachers via Slack tool node.
- Adaptive Testing: Constructing knowledge graph routing using conditional nodes, dynamically adjusting the difficulty of questions based on the correct answer rate
Implementation of recommendations:
- Rapid prototyping with development containers and visual debugging of logic links with ReactFlow
- Selected at deployment
OLLAMA_HOSTConnection to education-specific model servers - Embedding workflows into an existing LMS through the "API Deployment" feature
Compared to paid platforms, open source features allow institutions to customize teaching logic modules, such as adding Civic Education-specific calibration nodes.
This answer comes from the articleSim Studio: open source workflow builder for AI agentsThe
May not be reproduced without permission:AI productivity tools " How can educational institutions apply Sim Studio to build personalized learning agents to enhance teaching and learning?
