Rationalizing Root 2

Find the denominator \(n\) of the rational number \(\frac{k}{n}\) (\(k, n\) are both integers) such that \(\left|\sqrt{2}-\frac{k}{n} \right|\) is the smallest possible, out of all rational numbers with denominator less than \(1000.\)

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