KnowLP-RAG: A Plugin for DSH Providing Dual Knowledge Graph Retrieval for Markdown Notes
KnowLP-RAG is a plugin for DeepSeek Harness (dSH) designed to organize Markdown notes into a retrievable knowledge structure. It addresses the pain point of developers struggling to determine reading order and relevance among numerous notes by providing retrieval results with paths that clearly recommend reading sequences and similar alternatives. Built upon dual-graph retrieval, this plugin combines vector retrieval, full-text retrieval, and feedback weighting mechanisms. Its core capabilities include: adopting a four-engine fan-out retrieval approach; supporting paragraph-level matching and Chinese note libraries (including time-anchored queries); featuring a decay-based forgetting mechanism (strengthening when used and weakening when not); and operating in n-gram mode without a GPU. The main tool interfaces include `knowlp_search` and `knowlp_get_note`.
Read Moredsh-md-notes: Taking notes in Markdown within DSH and syncing to Git
dsh-md-notes is a third-party DSH Web note-taking plugin maintained by XieZongChen. Notes are stored as .md files in the .dsh-notes/ directory of each workspace, providing a fullscreen manager and editor. It supports one-click extraction from conversations, context injection via @ references, and optional Git sharing or synchronization by workspace. The installation command is `dsh plugin --profile web add dsh-md-notes`, and a restart of dsh web is required for it to take effect. Current version 0.8.0, MIT license.
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