# nashsu/llm_wiki

> Cross-platform desktop app that turns documents into an interlinked knowledge base: the LLM incrementally builds and maintains a persistent wiki instead of re-deriving answers via RAG on every query.

- Magnitude: 2.0 out of 10 — Cooling
- Stars: 19,967 total · +3 stars on 2026-09-25 (UTC), ≈ 16 by evening
- Star trust: star growth looks organic
- Category: Productivity & self-hosted · Language: TypeScript · Created: 2026-04-08 · Last push: 2026-08-25
- GitHub: https://github.com/nashsu/llm_wiki · Page: https://gitnova.dev/en/r/nashsu/llm_wiki

## Useful for

- Ingest a folder of PDFs and Office documents so the LLM builds an interlinked wiki with cross-references
- Connect the bundled MCP server to Claude Code or Codex for hybrid search over a personal knowledge base
- Explore the knowledge graph to surface surprising connections and gaps, then run Deep Research

## Why it’s here

- 3 stars so far today, about 16 expected by the end of the day.
- Interest is fading: the two-day pace is 27% of the previous week and a half.
- About 7 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 2,259
- Issues and pull requests: 755
- Watchers: 85
- Average over the last week: 37 per day
- Usual pace: 143 per day
- Latest release: v0.6.11 (2026-08-25)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 13 days

09-13 5.5, 09-14 4.2, 09-15 3.2, 09-16 2.6, 09-17 2.6, 09-18 2.2, 09-19 2.0, 09-20 2.0, 09-21 1.9, 09-22 1.9, 09-23 2.2, 09-24 2.4, 09-25 2.1

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-25 10:07 UTC, updated every 30 minutes.