Web Reference: 2 days ago · An LRU (least recently used) cache works best when the most recent calls are the best predictors of upcoming calls (for example, the most popular articles on a news server tend to change each day). Caching is an essential optimization technique. In this tutorial, you'll learn how to use Python's @lru_cache decorator to cache the results of your functions using the LRU cache strategy. This is a powerful technique you can use to leverage the power of caching in your implementations. Feb 12, 2026 · When you wrap a function with `lru_cache`, Python stores the function's results in a cache. The next time you call the function with the same arguments, Python returns the cached result instead of recalculating it.
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Last Updated: April 7, 2026

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