local-rag-wiki: A Repository-Scoped RAG Wiki for DeepSeek Harness
ihorleleka/local-rag-wiki
local-rag-wiki is a DSH plugin providing a local RAG knowledge base with governed semantic retrieval over Markdown wiki notes for coding agents, accumulating durable project knowledge across sessions.
local-rag-wiki is a DSH plugin for DeepSeek Harness that provides a per-repository, Docker-hosted MCP knowledge service, giving coding agents a governed Markdown wiki with semantic retrieval. It solves the problem of accumulating durable project knowledge across agentic sessions, letting agents search, read, and write wiki notes directly inside the harness without manual external knowledge management. Maintained by ihorleleka and written in Python, it was last updated in September 2026.
How to Install
dsh plugin --profile web add github:ihorleleka/local-rag-wiki- Category
- Data & Knowledge
- Platform
- DSH Plugin
- Author
- ihorleleka
- Distribution
- Plugin
local-rag-wiki Key Features
local-rag-wiki Repo Summary
What Does It Do?
local-rag-wiki is a DSH plugin for DeepSeek Harness that provides a per-repository, Docker-hosted MCP knowledge service, giving coding agents a governed Markdown "wiki" with semantic retrieval. It solves the problem of accumulating durable project knowledge across agentic sessions, letting agents search, read, and write wiki notes directly inside the harness without manual external knowledge management. Maintained by ihorleleka and written in Python, it was last updated in September 2026.
Core Features
- Repository-scoped RAG wiki: each repository runs its own MCP knowledge service with semantic search.
- Governed read/write: search, read, and write operations are controlled, keeping wiki content well-defined.
- Native DSH integration: mounts via DSH's agent/created and session-start lifecycle, exposing stable mcp__wiki-manager__* tools.
- Bounded recall: one wiki recall per user turn, first abstract then context, preventing information overload.
- Multi-client support: works with Claude Code, Codex, VS Code, and OpenCode in addition to DSH.
How to Use This Plugin?
After installing and restarting the DSH profile (usually web), open an installed repository as the workspace and start a session. The plugin reads the workspace's .dsh/mcp.servers.yml, validates the wiki-manager entry, and resolves the node executable through DSH's subprocess service to mount the bridge. Initial discovery completes before the model request is assembled, making tools immediately available. To adjust recall behavior, modify the configuration files under .dsh/.
This page is an independent rewrite of the plugin's official README — for authoritative documentation and the latest changes, refer to the source: ihorleleka/local-rag-wiki. The plugin is third-party code that runs on your machine once installed; inclusion does not imply endorsement — please review the source before installing.