Project introduction
Research project on learning programming with AI | AI application development case study
Research project under the guidance of a professor, exploring how to use AI to assist students in learning programming, while evaluating the effectiveness of ChatGPT and LLaMA3 models in the educational field.
Background of the Problem
This research project examines AI-assisted programming learning. Records cover cloud and local models, live teacher-student interaction and learning logs; functionality is not proof of educational impact.
Core Features
- Integration of ChatGPT API
- Integration of LLaMA3 local model
- Real-time interaction between teachers and students
- Recording of learning behavior
Implementation Methods
- —Comparative analysis of multiple AI models
- —Real-time teaching simulation experience
- —Support for learning behavior research
Data Flow
- 01Students ask programming questions in the learning interface.
- 02Cloud or local models provide interactive feedback.
- 03Record interactions for subsequent research analysis.