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Sofian Kassaymeh

Jadara University

Irbid, 21110

Jordan

  • Jadara University

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JIT-RAG: A Just-in-Time Embedding Architecture for Fresh, Compliant, and Scalable Retrieval-Augmented Generation

Number of pages: 29 Posted: 24 Jan 2026
Gaith Rjoub, Ahmad Irjoob, Jamal Bentahar, Karim Boubouh, Shahed Bassam Almobydeen, Witold Pedrycz and Sofian Kassaymeh
Aqaba University of Technology, affiliation not provided to SSRN, Concordia University, Khalifa University, Aqaba University of Technology, University of Alberta and Jadara University
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Abstract:

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Retrieval-Augmented Generation (RAG), Data Freshness, Vector Search, Large Language Models, Dense Retrieval, Just-in-Time Systems