Indexes your Markdown notes and docs locally, then searches them by keyword, meaning or both.
Dsh Kb Rag
breeze136 · App
dsh-kb-rag is a plugin for DSH that gives your model ten tools for a local literature knowledge base. It ingests PDF, text, Markdown and Word files with section-aware chunking, skips unchanged files and removes duplicates, and large batches run as background jobs. Hybrid search and question answering return passages with numbered citations and exact provenance, including section and PDF page, and answers can be kept strictly within the knowledge base evidence. Its embedding and reranking models download on first use.
Written by ooruby from the README of dsh-kb-rag 1.6.7.
Not claimed by its maker. Is this yours? Prove it and answer the findings
Why it's useful
Questions about your own paper collection get answers with numbered citations that point back to the section and PDF page.
What you could do with it
- Ingest a folder of papers and notes, then follow the background job until indexing finishes.
- Migrate your local Zotero library into the knowledge base, previewing with a dry run first.
- Ask a question in strict mode and get an answer drawn only from your own documents, with numbered citations.
Written from its documentation: what it says it can do, not what our checks found.
Maintenance
Not measuredNo release date is on record for this package yet. The nightly publisher check records one as it reaches each npm package, about once every ten nights.
Release activity only: it says nothing about quality or safety, and a finished small package can be fine without releases. How it is measured
- Command execution is bounded
- inventory
- node child_process (install.mjs:11)
- synchronous shell execution (install.mjs:41)
- synchronous shell execution (install.mjs:48)
- An inventory of where the code starts another program, not a verdict on this row: whether each one runs a fixed program or whatever it is handed takes a reading by hand.
Published because it was found. A finding is information about where the limits are, not a verdict that the software is unsafe.
What this does not cover
- Everything. Treat it as you would software from anywhere else.
Receipt history: every signed receipt for every version of this listing, and what changed between them.
In its maker's words
Local literature knowledge-base RAG for DSH: hybrid BM25 + vector retrieval, cross-encoder reranking, cited answers with section- and page-level provenance, metadata-only refresh and background ingest with progress polling, over a SQLite index.
Compare with
Compare all 4How far this has been checked
Static scanned
- What it establishes
- Its published package, or for a hosted server its source repository at a recorded commit, was read file by file, without running it, by every check in our current scan.
- What it does not
- How it behaves when it runs, or anything the scan does not read yet: several rubric checks, the repository's history, and compiled code in folders named dist or build. For a hosted server, that the endpoint runs the code that was read. The ooruby Index sets out exactly what was read.
- Exactly what was read
- Version 1.6.7, the file with digest sha512-T8TkdI3bT+zyefX+mra46vOPLgYN/VDeIJmaZ0vmoalMeJ9/eOYhrhb7kCxn42QLCpJrnnappbu42phEJIWv8w==, as the registry publishes it. A published version cannot be replaced, so this names the same bytes for anyone who checks.
- Authentication
- Runs locally. No hosted endpoint is listed for this package. You run it on your own machine, so there is no endpoint of ours to authenticate against.
Adding it
Run it with:
npx -y dsh-kb-rag@1.6.7Pinned to 1.6.7, which is the version the findings above were found in. Drop the version to take whatever is newest, and the report on this page stops describing what you installed.
Where this came from
- Registry
- npm
- Package
- dsh-kb-rag
- Version read
- 1.6.7
- Resolved
- 2026-10-10
No build provenance published. The repository above is the one the publisher declared, and nothing links it to the package you would install. That is not a mark against this listing, since most packages are published this way, but it is a check nobody can run.
The badge, if this is your listing
It renders the current rung (static scanned) and links back here, where what that does and does not establish is one click away. It updates itself as the evidence deepens.
[](https://ooruby.com/market/dsh-kb-rag)About this listing
- Kind
- App
- Category
- Data & analytics
- Pricing
- Free
- Sandbox
- No
- Hosted
- No
- Updated
- 2026-10-05
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All appsVerification records what our published tests found on a specific version at a specific date. It is not a warranty, and it does not certify that software is free of defects.