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Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows. Zero sharing. Your notes stay yours.
| Date | Stars |
|---|---|
| 2026-07-31 | 793 |
| 2026-08-01 | 792 |
| 2026-08-04 | 793 |
| 2026-08-05 | 795 |
| 2026-08-06 | 795 |
Today
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growth rate 0.00%/day
# obsidian-llm-wiki
<p align="center">
<a href="https://pepy.tech/projects/obsidian-llm-wiki"><img src="https://static.pepy.tech/personalized-badge/obsidian-llm-wiki?period=total&units=NONE&left_color=BLACK&right_color=GREEN&left_text=downloads" alt="PyPI Downloads"></a>
<a href="https://github.com/kytmanov/obsidian-llm-wiki-local/stargazers"><img alt="GitHub stars" src="https://img.shields.io/github/stars/kytmanov/obsidian-llm-wiki-local?style=flat"></a>
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<a href="https://pypi.org/project/obsidian-llm-wiki/"><img alt="PyPI version" src="https://img.shields.io/pypi/v/obsidian-llm-wiki?style=flat"></a>
</p>
**Turn your raw notes into a self-improving, interlinked wiki — powered by a local LLM.**
Drop a markdown file into a folder. The pipeline reads it, extracts concepts, and creates or updates wiki articles. If a draft is wrong, reject it and explain why; the next compile addresses your feedback. Over time, every note you add and every draft you review makes the wiki smarter.
**Local-first, provider-flexible.** Runs 100% locally with [Ollama](https://ollama.com) by default. Also works with any OpenAI-compatible endpoint — Groq, Together AI, LM Studio, vLLM, Azure OpenAI, and [more](#providers).
---
> [!NOTE]
> **obsidian-llm-wiki is now in maintenance mode. → [Check out Synto](https://github.com/kytmanov/synto)**
>
> Bug fixes will continue. New features are being developed in [**Synto**](https://github.com/kytmanov/synto) — the successor with a broader scope than the Obsidian LLM wiki pattern.
>
> Migration is handled by Synto's migration command: point it at your existing vault and it converts the project to Synto's format. Your notes and wiki content remain the source of truth. If you're happy with what this tool does today, it keeps working; when you're ready for more, Synto provides the upgrade path.
>
> ****
---
<p align="center">
<img width="400" height="390" alt="image" src="https://github.com/user-attachments/assets/0b3998bd-af4d-4f3f-a2da-8334a0e81711"/>
</p>
## The idea (Karpathy's LLM Wiki)
This project is a practical implementation of the pattern described by Andrej Karpathy in [**"The LLM Wiki"**](https://karpathy.ai/llmwiki) — a vision for a personal knowledge base where:
> *"The LLM doesn't just store what you tell it — it synthesizes, cross-references, and keeps everything current. You add raw material; it does the bookkeeping."*
The key insight: treat your notes as **source material**, not as the final artifact. The LLM compiles them into a structured wiki that grows smarter as you add more. Unlike a chatbot that forgets, the wiki **persists and compounds**.
```
You write raw notes → LLM extracts concepts → Wiki articles created/updated
raw/ (automatic) wiki/
quantum.md "Qubit", "Superposition" Qubit.md ←──┐
ml-basics.md "Neural Network", "SGD" Superposition.md │
physics.md "Qubit" (again!) Neural Network.md │
↑ linked via [[wikilinks]]
```
The wiki lives in Obsidian, so you get the graph view, backlinks, and Dataview queries for free.
---
## Features
**Incremental compiles.** Each concept gets its own article. When you change a source note, only the articles tied to that note recompilExcerpt of 33,737 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:f86045c39ff36ac5, llm:Description and topics: 'Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows.' Topics include llm-knowledge-base, llm-pipeline, llm-tools, obsidian-llm, rag-local, local-llm, knowledge-base, personal-knowledge-management, pkm, self-hosted-wiki.
matched fp:f86045c39ff36ac5, llm:Description and topics: 'Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows.' Topics include llm-knowledge-base, llm-pipeline, llm-tools, obsidian-llm, rag-local, local-llm, knowledge-base, personal-knowledge-management, pkm, self-hosted-wiki.
matched fp:f86045c39ff36ac5, llm:Description and topics: 'Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows.' Topics include llm-knowledge-base, llm-pipeline, llm-tools, obsidian-llm, rag-local, local-llm, knowledge-base, personal-knowledge-management, pkm, self-hosted-wiki.