这一次，我在修复过程中借助 AI 辅助梳理了不同格式解析的内存路径，快速定位到问题出在全量加载和未及时释放中间对象上。调整为流式读取并优化缓存策略后，内存占用迅速下降。
Марина Аверкина
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As a frontier flagship model, it was disappointing. It got no successful outcome. It seemed that it didn't reason thoroughly even though the reasoning was enabled, and the level set to high.
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