wly8691-jpg/knowlp-rag
20Last commit Aug 15, 2026
knowlp-rag DSH plugin
KnowLP-RAG is a DSH bundle combining an MCP server and native Cordis configuration for searching Markdown note collections. It builds prerequisite and similarity graphs, supports paragraph-level and optional embedding-based retrieval, and exposes five MCP tools to agents.
How to install the knowlp-rag DSH plugin
Data source
Snapshot date: Aug 15, 2026
manifest-valid
What the knowlp-rag DSH plugin can do
- Installs into DeepSeek Harness through `dsh plugin add`.
- Builds prerequisite and similarity knowledge graphs from Markdown folders.
- Provides MCP tools for search, feedback recording, note retrieval, statistics, and skill search.
- Supports paragraph chunking and CPU n-gram retrieval.
- Optionally uses Qwen3-VL-Embedding-2B for semantic vectors and PixelRAG for visual search.
- Records explicit feedback and applies it to graph edge weights.
Where the knowlp-rag DSH plugin fits
- Give an agent structured retrieval and reading paths across personal Markdown notes.
- Search Obsidian, Logseq, Joplin exports, or plain Markdown folders.
- Retrieve prerequisite context and related alternative notes for a topic.
- Improve graph edge ranking using recorded consumption or ignored-result feedback.
Who the knowlp-rag DSH plugin is for
- DeepSeek Harness users managing Markdown knowledge bases.
- Users of Obsidian, Logseq, Joplin exports, or plain Markdown folders.
- Developers who want an MCP-based retrieval service for DSH or Claude Code.
knowlp-rag DSH plugin limitations
- Requires Node.js 18+ and Python 3.11+.
- Users must configure a Markdown vault and graph directory before DSH use.
- The first plugin retrieval bootstraps a Python environment with `mcp` and `pyyaml`.
- Real embedding retrieval requires an RTX GPU and Qwen3-VL-Embedding-2B; CPU n-gram mode is the fallback.
- Visual search requires a PixelRAG server on a GPU machine.
- Honcho integration requires Honcho on localhost port 8000.
Objective checks
These signals come from public metadata scans. They are not a security certification.
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dependency counts
package.json declares 0 runtime, 0 development, 0 peer, and 0 optional dependencies.
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dsh bundle declared
package.json declares DSH bundle metadata.
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license declared
GitHub reports the repository license as MIT.
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package manifest available
A root package.json was captured and can be inspected by the registry.
- info
source available
Public GitHub source metadata is available for this registry snapshot.
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knowlp-rag DSH plugin questions
What is the knowlp-rag DSH plugin?
knowlp-rag is a project included in the current DSH plugin snapshot. This page organizes repository metadata and reviewed notes, but you should still inspect the upstream repository before running it.
How do I install the knowlp-rag DSH plugin?
The current snapshot does not contain a reliable install command. Use the knowlp-rag repository README instead of guessing a command from the plugin name.
Which DSH profile does knowlp-rag use?
The current snapshot does not confirm a profile for knowlp-rag. Check its manifest and README so the plugin is not added to the wrong DSH profile.
Is knowlp-rag compatible with the current DSH release?
The source data does not include a verified compatibility matrix. Check recent commits, releases, and DSH breaking changes, then test in a profile you can roll back.
What should I do if knowlp-rag fails to load?
Check the install command, selected profile, dependency logs, and Cordis startup output first. Keep the exact error string, then compare it with this site's fix pages and upstream issues.
What are the closest alternatives to knowlp-rag?
Related plugins on this page come from the current snapshot and are only candidates. Compare capabilities, maintenance activity, installation method, and limitations before choosing one.