GurukulAI:面向印度教育体系的交互式AI学习平台
原标题:Gurukul AI: An Interactive AI-Driven Educational Platform for Indian Education System
AI 摘要
印度理工学院甘地讷格尔分校等机构的研究人员发布了GurukulAI,一个面向印度教育体系的AI驱动交互式学习平台。该平台基于从NCERT教科书中提取的18,720个双语问答对,微调LLaMA 3.1 8B模型,并采用检索增强生成(RAG)框架,支持英语和印地语,提供答疑、练习和考试风格问题等功能。该研究旨在弥合全球大语言模型能力与印度地区教育需求之间的差距,数据集和代码已公开。
正文节选
Gurukul AI : An Interactive AI-Driven Educational Platform for Indian Education System Abstract Recent advances in large language models (LLMs) like ChatGPT and LLaMA have transformed AI-driven education, but these systems are predominantly trained on Western-centric data, making them ill-suited for regional curricula like India’s. The Indian education system is linguistically diverse, exam-oriented, and structured around standardized syllabi not addressed by existing datasets or tools. In this