{"repo":"NiharShrotri/llm-wiki","free":true,"listed":false,"github":"https://github.com/NiharShrotri/llm-wiki","clone":"git clone https://github.com/NiharShrotri/llm-wiki.git","description":"Local LLM-maintained personal wiki, built on Karpathy's LLM-Wiki pattern. Runs on Ollama + Qwen3 + QMD.","language":"Python","stars":53,"topics":["fastapi","hybrid-search","karpathy","knowledge-base","llm","local-llm","obsidian","ollama","personal-knowledge-management","qwen"],"license":"MIT","category":"ai-agents","readme_excerpt":"LLM-Wiki A local, LLM-maintained personal knowledge base. Drop documents in, watch an LLM compile them into a living, interlinked Obsidian wiki you can search and query. Feel free to fork and don't forget to give it a Star ⭐️ for better reach! ------------------------- Hello, I'm Nihar Shrotri, working as an AI Consultant. I'm currently pursuing my PhD in Artificial Intelligence and Machine Learning Let's connect on LinkedIn for a Chat: https://www.linkedin.com/in/niharshrotri/ ------------------------- Built on the pattern Andrej Karpathy described in his LLM Wiki gist: instead of retrieving from raw documents at query time (classic RAG), an LLM incrementally compiles your sources into a structured, cross-linked markdown wiki that sits between you and the raw documents. The wiki is a persistent, compounding artifact — the cross-references are already there, the contradictions have already been flagged, the synthesis already reflects everything you've read. You never write the wiki yourself. The LLM does all the grunt work: summarizing, cross-referencing, filing, bookkeeping. You bring the sources and ask the questions. Runs 100% locally on Apple Silicon or anywhere Ollama works. No API keys, no cloud, no data leaving your machine. What it does Every ingest produces a cluster of sources/ , entities/ , and concepts/ pages with YAML frontmatter and [[wikilinks]] between them. Every query pulls the top-ranked pages via hybrid BM25 + vector + LLM-rerank search, then synthesizes a","default_branch":null,"files":null,"tree":[],"storefront":"/r/NiharShrotri","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/NiharShrotri/llm-wiki/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}