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Design a Simple LRU Cache using Python/Java built-ins

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Implement an LRU cache using language-specific ordered dictionary structures (e.g., Python's `OrderedDict` or Java's `LinkedHashMap`) to maintain the $O(1)$ complexity requirement.

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