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EduNaija AI Tutor: A Multi-Agent Retrieval-Augmented Generation System for Nigerian Curriculum Education

Article scientifique 2026 Autre

Résumé

Equitable access to quality education remains a critical challenge in Nigeria, where millions of students prepare annually for standardized examinations (WAEC, NECO, JAMB) with limited access to personalized tutoring.This research presents EduNaija AI Tutor, a multi-agent Retrieval-Augmented Generation (RAG) system designed to democratize educational support aligned with Nigerian curricula.The system integrates conversational AI with document-based question answering, automated assessment generation, and multilingual support for English, Yoruba, Hausa, and Igbo.Using LangChain for agent orchestration and FAISS for vector retrieval, the system enables students to interact with educational content through natural language queries while maintaining cultural relevance.Preliminary evaluation demonstrates the system's capability to provide curriculum-aligned explanations and generate practice assessments.

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Odeajo, I., Jimmy, E. (2026). EduNaija AI Tutor: A Multi-Agent Retrieval-Augmented Generation System for Nigerian Curriculum Education. https://doi.org/10.18653/v1/2026.africanlp-main.11

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