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knowlp-rag

Dual knowledge-graph RAG bundle providing decay-based note retrieval and reading paths for DeepSeek Harness.

VisionUI & ProductivityDeveloper ToolsSkills & Workflows
2GitHub Stars0ForksUpdated2026-09-07

Install

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Plugin Overview & Capabilities

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KnowLP-RAG is a DeepSeek Harness plugin bundle combining an MCP server and native Cordis patch. It transforms Markdown note vaults into a dual knowledge graph featuring decay-based forgetting, prerequisite chains, substitute recommendations, and multi-engine fan-out search.

Key Capabilities

  • Dual-graph multi-engine search across Markdown notes (P/S-Agent, vector, and full-text)
  • Path-traversal safe read access to vault note contents
  • Usage-based edge weight evolution with decay and half-life tiers
  • Prerequisite chains and ordered reading path generation
  • Skill library search and index retrieval
  • Graph health diagnostic and stats checking tool

Useful For

  • Retrieving context-aware Markdown documentation and notes inside DeepSeek Harness
  • Discovering prerequisite learning sequences and related concepts across large personal knowledge bases
  • Maintaining dynamic, feedback-tuned knowledge retrieval without requiring dedicated GPUs

Who It Fits

  • DeepSeek Harness users managing Markdown knowledge bases or Obsidian vaults
  • Developers looking for graph-enhanced RAG with dependency chains and automated decay

Documented Limitations

  • Requires configuring KNOWLP_VAULT and KNOWLP_GRAPH_DIR environment variables
  • First search triggers an initial Python environment bootstrap that takes approximately 30 seconds

DSH Compatibility

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Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

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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

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Source Available

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Source & Registry Notes

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Source repository
wly8691-jpg/knowlp-rag
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin Bundle
Source checked
f8b6383 · 2026-09-15

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
2GitHub stars
Forks
0
Open issues
1
Last commit
2026-09-07
Last release
No release detected
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