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Large Language Models (LLMs) have demonstrated remarkable capabilities in generating human-like text, answering questions, and assisting in various domains. However, despite their power, they have notable limitations that led to the development of Retrieval-Augmented Generation (RAG). This hybrid approach enhances LLMs by integrating retrieval mechanisms, making them more accurate, relevant, and domain-specific. 
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In cloud networking, the hub-and-spoke topology is a prevalent architecture where a central hub virtual network (VNet) connects to multiple spoke VNets. This design facilitates efficient management, centralized security, and streamlined connectivity.  |
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Mohammad Al Rousan is a Microsoft MVP (Azure), Microsoft Certified Solution Expert (MCSE) in Cloud Platform & Azure DevOps & Infrastructure, An active community blogger and speaker. Al Rousan has over 11 years of professional experience in IT Infrastructure and very passionate about Microsoft technologies and products. 
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