@brushes/rag-hybrid-search

从知识库文档（PDF、报告、日报、Markdown 等）里精准检索相关段落：融合关键词（词法）与向量（语义）两路召回，再用 MMR 去重重排。当用户要在知识库中查找资料、检索或搜索文档内容时使用，触发词：检索、知识库、文档、搜索、查找、查资料、找资料、找文档、搜文档、知识库检索、检索知识库、混合检索、向量检索、语义检索、RAG。也用于「搜一下知识库」「查一下XX文档」「知识库里有没有关于XX的内容」「帮我找XX相关的文档」等短语。不用于：通用网页搜索（WebSearch）、飞

Packages

Package details

skill

Install @brushes/rag-hybrid-search from npm and Pi will load the resources declared by the package manifest.

npm report

$ pi install npm:@brushes/rag-hybrid-search

Package: @brushes/rag-hybrid-search
Version: 1.0.3
Published: Sep 7, 2026
Downloads: 481/mo · 221/wk
Author: devil_qin
License: unknown
Types: skill
Size: 25.2 KB
Dependencies: 0 dependencies · 0 peers

Pi manifest JSON

{
  "skills": [
    "./skills"
  ]
}

Security note

Pi packages can execute code and influence agent behavior. Review the source before installing third-party packages.