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

Question Explain

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.