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Update README.md #3209

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Sep 6, 2022
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bruce0210 Sep 6, 2022
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Expand Up @@ -178,7 +178,7 @@ GPU 镜像下载大概耗时 15 分钟左右，容器启动成功后，等待1

#### 查询精度大幅提升

市面已有的工程规范查询系统解决方案一直延续着传统关键字词匹配的方式，依赖用户对对查询结果进行自行排序、筛选，甚至要再次人工查阅工程规范文件后，才能最终确认是否为想要查询的规范条款。传统规范查询系统至少需要进行 3~5 次查询才能找到用户想要的规范条款，而寻规系统是基于强大预训练模型构建起来的语义检索系统，针对 80% 的规范查询需求仅 **1 次查询** 就能精确命中查询意图，并返回查询条款的结果！
市面现已有的工程规范查询系统解决方案一直延续着传统关键字词匹配的查询方式，依赖用户对查询结果进行自行排序、筛选、鉴别，有时甚至还要再次由工程设计人员耗费一定时间精力人工查阅工程规范文件后，才能最终确认是否为想要查询的规范条款。传统规范查询系统至少需要进行 3~5 次查询才能找到用户想要的规范条款，而寻规系统是基于强大预训练模型构建起来的语义检索系统，针对 80% 的规范查询需求仅 **1 次查询** 就能精确命中查询意图，并返回真正符合工程设计人员查询意图的结果！

## :mortar_board: Tutorials
- Tutorial 1 - 语义检索 Pipeline: [AIStudio notebook](https://aistudio.baidu.com/aistudio/projectdetail/4442670) | [Python](https://github.com/PaddlePaddle/PaddleNLP/blob/develop/pipelines/examples/semantic-search/semantic_search_example.py)
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