Muhammad Essa Siddique*, Javiriya hameed, Anum Liaquat and Hina Ishaq (2026) “ENHANCING RETRIEVAL-AUGMENTED GENERATION (RAG) SYSTEMS FOR ACCURATE AND HALLUCINATION-FREE AI RESPONSES”, Spectrum of Engineering Sciences, 4(6), pp. 2437–2457. Available at: https://www.thesesjournal.com/index.php/1/article/view/3318 (Accessed: 25 June 2026).