Mufakkir: RAG-Based Arabic Educational Chatbot for University Students

By Mohamed Tawfik, Mohamed Ali, Sohier Khaled Mohamed, P. Edward, Maryam Elsawaf, Dina Khattab. 2025

Subfields: Education, Retrieval-Augmented Generation, Dialogue & Conversational AI

Citations in the corpus

• What Makes a Good Fiqh Retriever? Answer Retrieval for Arabic Islamic Jurisprudence (2026, unknown): “Finally, the domain-adapted Arabic category consists of two legal-domain variants, Muffakir V1 and Muffakir V2 (Tawfik et al., 2025), derived from different backbones.”