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feat: 为表召回启用语义相似度搜索,改进召回失败建议模板#465

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feat: 为表召回启用语义相似度搜索,改进召回失败建议模板#465
dawdadsd wants to merge 1 commit intospring-ai-alibaba:mainfrom
dawdadsd:main

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@dawdadsd dawdadsd commented Mar 4, 2026

Describe what this PR does / why we need it

对无用的表不进行召回,并且召回失败后提供改进后的建议模板,使业务人员能够继续探索

Does this pull request fix one issue?

Fix#463

Describe how you did it

  • 新增 similaritySearch(SearchRequest) 接口,支持原生的向量相似度检索。

  • 在表召回阶段引入语义搜索,并配合预设的相似度阈值,确保只有真正相关的表进入上下文。

  • 当语义召回结果为空时,自动回退至元数据过滤模式,防止因向量库偏差导致召回中断。

  • 改进召回失败时的建议问题模板,确保生成的建议能覆盖 3 个不同的业务表,提升用户探索意图的命中率。

Describe how to verify it

可以询问单表:即有哪些用户

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2 participants