基于Coze平台与DeepSeek大模型的智能辅助教学智能体

Intelligent Teaching Assistant Agent Based on the Coze Platform and DeepSeek Large Language Model

摘要: 本系统是基于国产的DeepSeek大模型，结合Coze平台，采用了“AI + 教育专家”双轮驱动的手段构建了一套面向教育的教学辅助智能体。智能体设计了四大核心功能模块：智能备课、靶向训练、学情分析和课中辅助。通过深度绑定教材知识库，实现教学内容的精准解析与个性化资源的推荐，支持备课PPT一键生成且可下载，学情数据可视化展示和针对学生薄弱点的靶向训练试卷生成，以及实时课堂问答辅助。实现了从备课、教学到评估的全流程闭环支持，显著提升了教学效率。目前已完成核心功能开发，具备良好的推广前景，有望在缩小教育差距、减轻教师负担、推动教育数字化方面发挥重要价值。

Abstract: This system is built upon the domestically developed DeepSeek large language model and integrates the Coze platform, employing a “AI + Education Expert” dual-drive approach to construct an intelligent teaching assistant agent for education. The agent is designed with four core functional modules: intelligent lesson preparation, targeted training, learning analytics, and in-class assistance. By deeply integrating with textbook knowledge bases, it enables precise parsing of teaching content and personalized resource recommendations. The system supports one-click generation and downloadable lesson preparation PowerPoints, visualizes learning analytics data, generates targeted training papers addressing student weaknesses, and provides real-time classroom Q & A assistance. It achieves closed-loop support across the entire teaching process—from lesson preparation and instruction to assessment—significantly enhancing teaching efficiency. Core functionalities have been completed, demonstrating strong potential for broader application. The system is expected to play a significant role in narrowing educational gaps, alleviating teacher workload, and promoting educational digitization.