Search & Researchdsh-plugin

DSH-Wiki

Deprecated fork of LLM-Wiki; a pure Python engine and CLI implementing the paper Retrieval as Reasoning. It compiles documents into a structured, bidirectionally linked Wiki, and agents query it by composing wiki_search and wiki_read traversal. It can also serve as the engine for the dsh-llm-wiki DeepSeek Harness plugin. The README directs users to LLM-Wiki instead.

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Installation

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Overview

Deprecated fork of LLM-Wiki; a pure Python engine and CLI implementing the paper Retrieval as Reasoning. It compiles documents into a structured, bidirectionally linked Wiki, and agents query it by composing wiki_search and wiki_read traversal. It can also serve as the engine for the dsh-llm-wiki DeepSeek Harness plugin. The README directs users to LLM-Wiki instead.

  • Pure Python engine + CLI, requires Python >=3.10 and pyyaml; entry points python -m llm_wiki and llm-wiki.
  • Compiles source text into structured, bidirectionally linked Wiki pages with frontmatter, summaries, Key Facts, Related Pages, and Related Sources.
  • Agent query traversal uses wiki_search/wiki_read, follows [[wikilink]] links, T_max=15 tool calls, P=3 empty-search patience, and at least one wiki_read before
  • Error Book implements a five-stage state machine: Discover → Attribute → Constrain → Inject → Verify & Close.
  • CLI includes ingest, query, search, read, stats, validate, fix, and errorbook; all except query support --json output.
  • LLM-dependent commands use an OpenAI-compatible endpoint configured by LLM_WIKI_BASE_URL, LLM_WIKI_API_KEY, and LLM_WIKI_MODEL.
  • Can act as the engine for the dsh-llm-wiki DeepSeek Harness plugin, exposing tools such as wiki_search, wiki_read, and wiki_ingest.
  • README marks this repository deprecated and recommends using LLM-Wiki; this repo is kept only as a historical archive and is no longer maintained.

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