Deploying Large Language Models (LLMs) in streaming applications such as multi-round dialogue, where long interactions are expected, is urgently needed but poses two major …

Expected answer is to use a hash table.\n\n```\ndef topTwo (nums):\n # Build a frequency map\n frequency_map = {}\n for num in nums:\n if num in frequency_map:\n frequency_map [num] += …