Local-first RAG knowledge tools for DSH
YuMu247/dsh-kb-rag · skills
Local-first RAG knowledge tools for DSH: kbquery / kbingest / kbcrawl / kbrelated, backed by the kb-rag Python pipeline (Ollama bge-m3 + ChromaDB).
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2026-08-25Last updated
JavaScriptLanguage
MITLicense
Key features
- Local-first RAG knowledge tools for DSH — thin tool wrapper around the kb-rag Python pipeline (Ollama bge-m3 + ChromaDB + SiYuan).
- kb_query — query (required), k (default 5, max 20).
- Four tools, all on-premises, zero API cost, your documents never leave the machine.
- kb_ingest — docs (default /docs), force, reset, heading, chunkSize (default 512), overlap (default 64).
- kb_crawl — urls (array) or urlsFile (path), out (default /out), delay (default 1.5s, min 0.2).
Requirements
- Optional (Windows daily sync)examples/sync_daily.cmd in the kb-rag repo starts Ollama, syncs Shiyu video notes, ingests and imports into SiYuan.
Install command
dsh plugin --profile web add github:YuMu247/dsh-kb-rag