Vector Databases and RAG: The Foundation of Practical Enterprise AI
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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