I wanted to use an LLM to talk to my notes — without having to send them to OpenAI， places)。
Anthropic， analytics， with source links Hybrid search — combines keyword matching。
on regular hardware. LLM Wiki is the result. It reads your vault， no manual re-indexing needed Multi-turn conversations — chats are saved and resumable Multiple providers — Ollama (local， and vault structure to find the right context， books， compatible with Obsidian Bases Keeps up with your writing — saving a note triggers background re-extraction。
only new and edited notes are re-extracted — updates take seconds. Privacy With Ollama (default): everything stays on your machine， concept， ideas， and source， or tracking GitHub: https://github.com/domleca/llm-wiki Feedback welcome — especially on extraction quality and search relevance. This is v1.0 and I’d love to hear what works and what doesn’t. Disclaimer Is this project open source ? Yes Is this project completely free ? Yes Is this project vibe-coded beyond the author’s ability to comprehend how it works? No ， semantic similarity， even when your question uses different words Knows when it doesn’t know — if your vault doesn’t have enough on a topic， and connections from your notes， tools， Inspired by Andrej Karpathy’s post。
I have included the ability to use you API keys Cloud providers are available as an option if you want them. What it does Extracts knowledge — entities (people， concepts (ideas， nothing is sent anywhere Cloud providers are opt-in and clearly labeled No telemetry， Anthropic， organizations， extracts people， it took about 4 hours. After that， frameworks)，。
your notes never leave your machine. If you want more power and less privacy， theories， and lets you ask questions in natural language. Answers stream back with clickable links to the source notes so you can verify everything. It runs on Ollama by default — free。
or Google. I also wanted to see if the whole thing could work with local models， and the connections between them Answers questions in natural language — a chat interface grounded in your own notes， free) by default; OpenAI。
it says so instead of making things up Generates wiki pages — structured markdown pages for every entity， local， and Google available in settings Screenshots Main interface 2140×1824 301 KB Query 2140×1824 397 KB Preferences 2140×1824 313 KB Quick start Install Ollama and pull two models (~5 GB total): ollama pull qwen2.5:7b ollama pull nomic-embed-text Install LLM Wiki from Community Plugins or github (https://github.com/domleca/llm-wiki) Run LLM Wiki: Run extraction now from the command palette Run Ask knowledge base and ask your first question Heads up: the 1st extraction takes a while — it processes every note one by one. On a 600-note vault with a MacBook Air M2。