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If you need to scale beyond 1000 entries in the future, a brute-force approach to find the exact neighbors will become increasingly prohibitive from a computational standpoint. To future-proof your solution, I would recommend looking into the well-researched field of approximate nearest neighbors (ANN) techniques. Obviously there is a speed/accuracy tradeoff,...

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