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How Large Language Models Will Disrupt Data Management #292

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gaocegege opened this issue Sep 3, 2023 · 1 comment
Open

How Large Language Models Will Disrupt Data Management #292

gaocegege opened this issue Sep 3, 2023 · 1 comment
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area/database area/large-scale-ml area/LLM type/paper

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@gaocegege
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VLDB'23 vision
@gaocegege
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文章的核心 vision：

  • entity resolution, schema matching, data discovery, and query synthesis 等 data management 领域的问题，会被 LLM 很好的解决
  • LLM 和数据库之间的界限会越来越模糊，检索和 QA，预测之间有很强的联系性

information retrieval 本身其实就是搜索问题的一部分，而 db 的查询 query 本身也是搜索。

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