class MemoryHierarchy: def __init__(self): self.l1_cache = NeuromorphicCache(size="64GB") self.l2_cache = QuantumInspiredCache(size="256GB") self.l3_cache = DistributedCache(size="1TB") self.cache_manager = CacheCoherencyManager() async def access_memory(self, key: str, level: Optional[int] = None) -> Any: if level == 1: return await self.l1_cache.get(key) elif level == 2: return await self.l2_cache.get(key) elif level == 3: return await self.l3_cache.get(key) return await self._smart_cache_access(key) async def _smart_cache_access(self, key: str) -> Any: cache_decision = self.cache_manager.determine_optimal_cache(key) return await self._retrieve_from_cache(key, cache_decision)