zotero-wave-rag
面向 Zotero 论文库的浪潮式 RAG 细节检索系统 —— DSH 外部插件。移植 VCPToolBox 浪潮语义动力学思想（标签河道图传播/虫洞跳转/钟型阻尼/Ω重排），配 BM25+RRF 混合检索、claim-evidence 忠实度校验、两级增量索引
How to install
dsh plugin add github:dsh-external/zotero-wave-rag About
zotero-wave-rag 面向 Zotero 论文库的**浪潮式 RAG** 细节检索系统 —— DeepSeek Harness (DSH) 外部插件（纯 TypeScript，零运行时依赖，node:sqlite 直读 Zotero 库）。 在传统向量 RAG（KNN 最近邻）之上，移植并实现了 **VCPToolBox** "浪潮语义动力学" 的四个核心思想 （参考项目：github.com/lioensky/VCPToolBox ｜ 官网 vcptoolbox.com —— 本仓库按其公开文档所述算法思想**独立重新实现**，未搬运其代码，并在 Zotero 论文库场景落地为可评测的检索系统）： 1. **标签河道图传播** —— 论文为节点、共享标签为河道边（权重 ∝ 1/标签稀有度），查询先做稠密召回得种子，再沿图做 personalized-PageRank 式多跳传播，挖出"语义不相似但沿关系链真实相关"的论文； 2. **虫洞跳转 (Wormhole)** —— 预计算"结构相连但语义疏远"的桥接边（共享作者/收藏夹、无共享标签、低向量相似），让能量跨领域跳跃； 3. **钟型阻尼 (Bell Damper)** —— 贪心选集时对与已选论文高度同质的候选做重叠惩罚，抑制"同义回音"、保证多样性； 4. **Ω 泛函重排** —— score = Π0,1，…
Recommendation signals
Meta
- License
- –
- Language
- TypeScript
- GitHub stars
- 2
- mo. downloads
- –
- Last push
- 2026-08-07
- Created
- 2026-08-07
Links
Basic safety check
- Findings
- curated 收录但无 npm 包/安装命令；无 license
- Sources
- curated:0xsline/awesome-deepseek-harness
- Topics
- dsh-plugin, marisa-plugin, rag, typescript, zotero
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