我在这个基础上做了两点迭代：一是把处理范围从纯文本扩展到所有内容形式——图片、音频、视频都先转换成文字（虽然现在很多模型都有多模态的能力，但不论从成本还是效果上看，文字都是最优选择），然后走同一条管线；二是增加了事件聚类去重。具体来说，管线做两件事：
Российское посольство заявило о спекуляции молдавских СМИ20:43
。关于这个话题，safew官方版本下载提供了深入分析
Last week, after Tottenham had lost 4-1 at home to Arsenal, Igor Tudor was bullish. It was possible leaving his post-match press conference to think he was a man with the energy and personality to drag Spurs away from the relegation zone. This week, after Tottenham had lost 2-1 at Fulham, Tudor was deflated. The previous week he had spoken of defeat in the North London derby as being part of the process, a game that would startle his players into understanding what was required of them. This week, he just mumbled about having to forget the game and move on. A week in the Tottenham job seemed to have broken him.
FROM quay.io/fedora/fedora-bootc:latest