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[24]  IBM  Technology.  (2023).  What  is  Retrieval-Augmented  Generation  (RAG)?  [Video].
         https://www.youtube.com/watch?v=T-D1OfcDW1M. Accessed June 6, 2026
         [25]  IBM  Technology.  (2024).  RAG  vs  Fine-Tuning  vs  Prompt  Engineering  [Video].

         https://www.youtube.com/watch?v=zYGDpG-pTho. Accessed June 6, 2026
         [26] Google Cloud Tech. (2024). Evaluate any generative AI model with Vertex AI [Video].

         https://www.youtube.com/watch?v=AUSunZXC2rg. Accessed June 6, 2026
         [27]     Arabic      NLP       Series.     (2024).      Arabic      LLM      Evaluation       [Video].
         https://www.youtube.com/watch?v=FiLj2N2XWlU. Accessed June 6, 2026













































































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