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alfadur7 / llm-wiki-newsroom

Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer, local-first, a structured alternative to RAG.

Why this job: says: rag; topics: rag, knowledge-graph, knowledge-base

The interactive knowledge graph browser — every page a node, every wikilink an edge, auto-grouped into color-coded clusters with relationship-typed links

What it does

  • Download. Put the PDF URL in the inbox queue (raw/_inbox.md) and run /wiki-ingest inbox to save it as a binary under raw/PDF/. Just the .pdf lands, with no separate meta file.
  • URL management inside the wiki page. Record the URL in the source_url: frontmatter of wiki/sources/.md generated at ingest, so dedup works even if the same document is re-downloaded. Even if you manually drop just a PDF with no URL, duplica
  • slug. an English identifier. Used as the catalog filename (_catalog-.md) and as the /wiki-news command argument, so use only letters, digits, and hyphens.
  • name. the human-readable display name. Surfaced in the catalog title and the index.
  • anchor_members. 3–6 pages representing this cluster. The script matches a label by "are at least half of the designated representative pages grouped into one community," so too few risks a match failure and too many risks overlap with anot

Get started

git clone https://github.com/alfadur7/llm-wiki-newsroom.git
cd llm-wiki-newsroom
pip install -r requirements.txt
Maintenance
Active
Last commit 7 days ago
Stars
172
On GitHub
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
v0.6.6
Released 7 days ago
Built with
Python
91% of the code

Is it looked after?

Contributors
2
Last 90 days
Issues
100% closed
0 still open
Pull requests
2 merged
0 waiting
Releases
33
30+ in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 91%
  • HTML 9%
  • Shell <1%

Topics

  • agentic-ai
  • ai-agents
  • claude
  • claude-code
  • claude-skills
  • digital-garden
  • harness-engineering
  • knowledge-base
  • knowledge-graph
  • llm
  • llm-wiki
  • local-first

Project record

  • JobRAG and search
  • StatusListed
  • Commits192
  • Forks26
  • Watching0
  • Stars in 28 days+3
  • CreatedJun 26, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

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