LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources. Knowledge is compiled once and kept current, not re-derived on every query.
This project is based on Karpathy's LLM Wiki pattern — a methodology for building personal knowledge bases using LLMs. We implemented the core ideas as a full desktop application with significant enhancements.
Features
- Two-Step Chain-of-Thought Ingest — LLM analyzes first, then generates wiki pages with source traceability and incremental cache
- 4-Signal Knowledge Graph — relevance model with direct links, source overlap, Adamic-Adar, and type affinity
- Louvain Community Detection — automatic knowledge cluster discovery with cohesion scoring
- Graph Insights — surprising connections and knowledge gaps with one-click Deep Research
- Vector Semantic Search — optional embedding-based retrieval via LanceDB, supports any OpenAI-compatible endpoint
- Persistent Ingest Queue — serial processing with crash recovery, cancel, retry, and progress visualization
- Folder Import — recursive folder import preserving directory structure, folder context as LLM classification hint
- Deep Research — LLM-optimized search topics, multi-query web search, auto-ingest results into wiki
- Async Review System — LLM flags items for human judgment, predefined actions, pre-generated search queries
- Chrome Web Clipper — one-click web page capture with auto-ingest into knowledge base
Maelezo ya mchapishaji (Kiingereza)
LLM Wiki ni nini?
LLM Wiki ni programu ya chanzo huria ya Windows kutoka llmwiki, katika kategoria ya “Madokezo na kazi”. Imeandikwa kwa TypeScript.
Usakinishaji na mahitaji
Kuna visakinishi rasmi kwa 64-bit katika muundo wa EXE (NSIS) na MSI. Inaweza kusakinishwa kwa mtumiaji wa sasa pekee, bila haki za msimamizi. Kisakinishi kinaruhusu usakinishaji bila maswali (kimya). Kuna kifurushi cha MSI cha kusambaza kupitia Group Policy, Intune au Configuration Manager.
Masasisho na historia ya matoleo
Toleo la sasa ni 0.6.13, lililotolewa 22 Oktoba 2026. Yameorodheshwa matoleo 55 tangu 12 Aprili 2026, na kila moja lina viungo vya faili zake za kisakinishi. Sasisho la mwisho lina umri wa chini ya mwezi mmoja.
Umaarufu na aina za faili
Msimbo chanzo kwenye GitHub (nashsu/llm_wiki) una nyota 20,881. Programu zinazofanana ni pamoja na Obsidian, Logseq na QOwnNotes.
Maelezo ya mradi kwenye GitHub: “LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。”
Faida / Hasara
Faida
- Chanzo huria: mtu yeyote anaweza kukagua na kujenga msimbo
- Kifurushi cha MSI kwa usambazaji unaosimamiwa
- Usakinishaji kimya umeelezwa
- Inasakinishwa bila haki za msimamizi
- Imesasishwa ndani ya miezi miwili iliyopita
- Ina watumiaji wengi
Hasara
- Hakuna toleo asili la ARM64
Kwa ufupi: LLM Wiki ni zana ya chanzo huria ya kundi la “Madokezo na kazi” kwa kompyuta za 64-bit. Wasimamizi wa mifumo wanaweza kuisambaza bila maswali.
Je, ni salama kupakua LLM Wiki?
- Faili inatolewa na github.com, kikoa cha mchapishaji mwenyewe
- Kiungo cha kupakua kinatumia HTTPS
- Hashi ya SHA256 imechapishwa, hivyo unaweza kuthibitisha faili:
9E8B205DC93FF8B23673662EA4313334941F44099B6A9516ACEE846AFDB391F4· Fungua ripoti ya VirusTotal ya hashi hii - Kiungo bado hakijakaguliwa
- Msimbo chanzo uko wazi kwa umma
- ExeAtlas haihifadhi, haifungi wala haibadilishi visakinishi
Mwongozo unaohusiana: Jinsi ya kukagua hashi ya SHA256 ya faili kwenye Windows
Matoleo ya karibuni
Matoleo yote 55 ›| Toleo | Tarehe | Ukubwa | Faili |
|---|---|---|---|
| 0.6.13Jipya zaidi | 22 Oktoba 2026 | — | 64-bit EXE (NSIS)64-bit MSI |
| 0.6.12 | 28 Septemba 2026 | — | 64-bit EXE (NSIS)64-bit MSI |
| 0.6.11 | 25 Agosti 2026 | — | 64-bit EXE (NSIS)64-bit MSI |
| 0.6.10 | 21 Agosti 2026 | — | 64-bit MSI64-bit EXE (NSIS) |
| 0.6.9 | 14 Agosti 2026 | — | 64-bit EXE (NSIS)64-bit MSI |
| 0.6.8 | 8 Agosti 2026 | — | 64-bit MSI64-bit EXE (NSIS) |
| 0.6.7 | 2 Agosti 2026 | — | 64-bit MSI64-bit EXE (NSIS) |
| 0.6.6 | 27 Julai 2026 | — | 64-bit MSI64-bit EXE (NSIS) |
Kusakinisha kwa mstari wa amri
Usakinishaji kimya ›winget install --id nashsu.LLMWiki -eLLM.Wiki_0.6.13_x64-setup.exe /SMwongozo unaohusiana: Jinsi ya kutumia winget: sakinisha na sasisha programu
Taarifa
- Mchapishaji
- llmwiki
- Kategoria
- Madokezo na kazi
- Leseni
- GPL-3.0
- Bei
- Bure
- Msimbo chanzo
- github.com/nashsu/llm_wiki
- Imeandikwa kwa
- TypeScript
- Inahitaji
- Windows 11 / 10
- Usanifu
- 64-bit
- Kisakinishi
- EXE (NSIS), MSI
- Toleo
- 0.6.13
- Ilitolewa
- 22 Oktoba 2026
- Iliongezwa kwenye orodha
- 20 Aprili 2026
- Matoleo yaliyoorodheshwa
- 55
- Nyota za GitHub
- 20,881
- Forks za GitHub
- 2,363
- Tovuti
- github.com
- Kitambulisho cha winget
- nashsu.LLMWiki
- Msimbo wa bidhaa wa MSI
- {89F71B2C-00BC-4DAF-80F9-E6974F704B97}
Ukadiriaji na maoni
Bado hakuna maoni. Kuwa wa kwanza kuikadiria.
Mbadala wa LLM Wiki
Ona zote ›-
Ya umilikielfu 337.3 ↓ -
Chanzo huriaelfu 29.3 ↓ -
Chanzo huriaelfu 100.4 ↓ -
Ya umilikielfu 902.6 ↓ -
Ya umilikielfu 6.8 ↓ -
Chanzo huriaelfu 18.8 ↓ -
Chanzo huriaelfu 14.9 ↓ -
Chanzo huriaelfu 24.3 ↓
Maswali yanayoulizwa mara kwa mara
Je, LLM Wiki ni bure?
Ndiyo. LLM Wiki ni programu ya chanzo huria chini ya leseni ya GPL-3.0.
Je, ni salama kupakua LLM Wiki?
Faili inapakuliwa kutoka github.com, ambayo ni ya mchapishaji mwenyewe; ExeAtlas haihifadhi wala haibadilishi faili. Linganisha hashi yake ya SHA256 na ile iliyoonyeshwa hapa, au fungua ripoti ya VirusTotal ya hashi hiyo.
Jinsi ya kusakinisha LLM Wiki kwa winget?
Fungua PowerShell au Windows Terminal na uendeshe amri ya winget iliyoonyeshwa kwenye ukurasa huu. winget hupakua kisakinishi rasmi na kukagua hashi yake ya SHA256 kabla ya kukiendesha.
Je, LLM Wiki inaweza kusakinishwa kimya?
Ndiyo. Ukurasa wa usakinishaji kimya unaonyesha amri kamili kwa kila kisakinishi, ikiwemo msiexec kwa kifurushi cha MSI.
Je, LLM Wiki inafanya kazi kwenye ARM (Windows on Arm)?
Hakuna toleo la ARM64; Windows 11 on Arm inaweza kuendesha toleo la 64-bit kupitia uigaji (emulation).
Wapi pa kupakua toleo la zamani la LLM Wiki?
Ukurasa wa matoleo unaorodhesha matoleo 55 yote pamoja na viungo vya faili rasmi za kisakinishi, kuanzia 12 Aprili 2026.
Je, LLM Wiki inaweza kutumika bila haki za msimamizi?
Ndiyo, kuna kisakinishi cha mtumiaji mmoja kisichohitaji haki za msimamizi.
Ni programu gani mbadala wa LLM Wiki?
Obsidian, Logseq, QOwnNotes, Evernote na AFFiNE. Ukurasa wa mbadala unazilinganisha.
