The realm of artificial intelligence is progressing swiftly from the era of rules-based automation to the development of machines that possess the capability to comprehend meaning and intention on a large scale. Vector search enables machines to retrieve meaningful, contextually similar information based on queries, moving beyond traditional keyword-based database searches to enhance accuracy and
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