{"repo":"cobusgreyling/llm-wiki","free":true,"listed":false,"github":"https://github.com/cobusgreyling/llm-wiki","clone":"git clone https://github.com/cobusgreyling/llm-wiki.git","description":"A compounding knowledge base maintained by LLM agents — inspired by Karpathy's LLM Wiki pattern","language":"Python","stars":40,"topics":["agents","karpathy","knowledge-base","llm","markdown","mcp","obsidian","personal-knowledge-management","ai-agents","documentation"],"license":"MIT","category":"ai-agents","readme_excerpt":"LLM Wiki A reference implementation of Andrej Karpathy's LLM Wiki pattern — a compounding personal knowledge base where the LLM maintains structured, interlinked markdown instead of re-deriving everything from raw chunks on every question. \"Obsidian is the IDE; the LLM is the programmer; the wiki is the codebase.\" Use this template This repo is a GitHub template. Click Use this template → create your repo → then: Or install the toolkit only and scaffold locally: Why not RAG? Classic RAG retrieves fragments at query time. Nothing accumulates. Ask a question that synthesizes five documents and the LLM rediscovers the pieces every time. LLM Wiki is different. When you add a source, the agent reads it, extracts key information, and integrates it into a persistent wiki — updating entity pages, revising synthesis, flagging contradictions. Knowledge is compiled once and kept current . RAG Notes app LLM Wiki --- ----- ----------- ---------- Knowledge accumulates No — re-retrieve each query Manual linking Yes — agent integrates on ingest Cross-document synthesis Fragment assembly at query time You connect the dots Pre-built in synthesis + entity pages Citations Chunk references None by default Wikilinks to source pages Agent role Retrieve + answer None Maintain the wiki (ingest, lint, update) Human role Curate corpus Write everything Curate raw/ + ask questions See it in action Terminal demo — CLI search, ingest status, lint, and expand in 30 seconds: Play locally: asciinema play asse","default_branch":null,"files":null,"tree":[],"storefront":"/r/cobusgreyling","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cobusgreyling/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."}