记忆 · deeplugin-d0ec489bb4df48fea1e4
kb-rag
本地文献知识库 RAG：8 个工具（PDF/文件夹/Zotero 入库、BM25+向量+重排混合检索、DOI 可点击溯源问答、范围/严格模式、去重/清空/统计），全本地 bge 嵌入 + 单文件 SQLite，实测 242 篇 86s 入库、2 万块亚秒热查询。
Local literature knowledge-base RAG: 8 tools (PDF/folder/Zotero ingest, hybrid BM25+vector+reranker search, cited QA with clickable DOI links, scope/strict modes, dedup/clear/stats), all-local bge embeddings + single-file SQLite, measured 242-doc/86s ingest and sub-second hot queries on 20k chunks.
dsh plugin --profile web add github:breeze136/kb-rag请先在 deeplugin.store 中检索 Registry ID deeplugin-d0ec489bb4df48fea1e4，展示来源和精确安装 spec，为 web profile 生成安装计划；等我明确批准后再安装。
Agent 应先展示来源与精确 spec，并在你明确批准后安装。SHARE THIS EXACT PLUGIN
Stable link, launch packet and release feed
链接固定到 Registry ID；名称、版本或来源更新时不会改变。双语发布文案只陈述来源与安装事实。
https://deeplugin.store/plugins/deeplugin-d0ec489bb4df48fea1e4.html
[](https://deeplugin.store/plugins/deeplugin-d0ec489bb4df48fea1e4.html)REGISTRY SOURCES
Attributed listing evidence
| Registry source | Listing | Version | Verification | Observed UTC |
|---|---|---|---|---|
| beancookie/awesome-dsh-plugin | docs/plugins.json | NULL | no verified source claim | 2026-08-16T14:38:49Z |
Verification is a claim made by the named Registry Source; it is not a security, compatibility, quality, or official endorsement by deeplugin.store.