knowlp-rag
Dual knowledge-graph RAG bundle providing MCP tools and Cordis integration for Markdown notes in DeepSeek Harness.
Install
No clear install command was found in the current repository evidence.
Plugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Four-engine fan-out retrieval combining dual-graph navigation, vector search, and full-text search
- Reading path generation displaying prerequisite chains and substitute notes
- Self-maintaining graph with half-life decay and explicit feedback weight adjustments
- Path-traversal safe Markdown note retrieval and lifecycle health checks via MCP tools
- Optional cross-machine visual retrieval via PixelRAG endpoints
- Out-of-the-box support for bilingual and Chinese note vaults
Useful For
- Querying complex Markdown knowledge bases and technical documentation within DeepSeek Harness
- Providing AI coding agents with contextual prerequisites and reading order across notes
- Maintaining long-term dynamic agent memory with automated relevance decay
Who It Fits
- DeepSeek Harness users with personal or team Markdown note vaults
- Developers building agentic retrieval workflows and knowledge graphs
- Researchers managing interconnected reference notes and documentation
Documented Limitations
- Requires manual configuration of KNOWLP_VAULT and KNOWLP_GRAPH_DIR environment variables
- First search triggers an initial Python environment bootstrap that takes approximately 30 seconds
- Optional PixelRAG visual retrieval requires a dedicated external GPU machine and network endpoint
- Requires Python 3.11 or newer installed in the host environment
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
package.json declares 0 runtime, 0 development, 0 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- wly8691-jpg/knowlp-rag
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin Bundle
- Source checked
- 21a5e57 · 2026-10-16
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 3GitHub stars
- Forks
- 0
- Open issues
- 1
- Last commit
- 2026-10-06
- Last release
- 2026-10-06
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