AIArchitecture | Varinder Sandhu https://varindersandhu.in Keep it Simple and Smart Thu, 18 Dec 2025 17:06:14 +0000 en-US hourly 1 https://wordpress.org/?v=6.9 https://varindersandhu.in/wp-content/uploads/2020/05/varindersandhu_favicon.ico AIArchitecture | Varinder Sandhu https://varindersandhu.in 32 32 22788835 Vector Databases and RAG: The Foundation of Practical Enterprise AI https://varindersandhu.in/2025/12/18/vector-databases-and-rag-the-foundation-of-practical-enterprise-ai/ https://varindersandhu.in/2025/12/18/vector-databases-and-rag-the-foundation-of-practical-enterprise-ai/#respond Thu, 18 Dec 2025 16:52:01 +0000 https://varindersandhu.in/?p=4002 Traditional databases are excellent at handling structured queries. You ask for an exact value, a specific record, or a defined condition, and they deliver predictable results. Modern AI systems work very differently. They operate on meaning, intent, and context rather than exact matches. This shift is why vector databases have

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