{"repo":"guanyang/llm-wiki","free":true,"listed":false,"github":"https://github.com/guanyang/llm-wiki","clone":"git clone https://github.com/guanyang/llm-wiki.git","description":"A personal knowledge base continuously maintained by Obsidian + LLM. Inspired by Karpathy's LLM Wiki pattern.(一个基于 Obsidian + LLM Wiki 持续维护的个人知识库)","language":"Python","stars":27,"topics":["claude-code","codex","gemini","knowledge-graph","llm","llm-wiki","markdown","obsidian","wiki"],"license":"MIT","category":"ai-agents","readme_excerpt":"LLM Wiki — Personal Knowledge Base English 简体中文 A personal knowledge base continuously maintained with Obsidian + LLM Wiki. Inspired by Karpathy's LLM Wiki pattern. Core idea: Knowledge is not derived from scratch on every query — it is compiled once and continuously accumulated . Humans curate materials and ask questions; the LLM handles all the tedious organization work — summarization, cross-referencing, archiving, and consistency maintenance. How It Differs from Traditional RAG Traditional RAG LLM Wiki --- --- --- Knowledge Storage Raw documents + vector index Structured, interlinked Markdown pages Query Method Retrieve and assemble from scratch each time Answer based on pre-compiled knowledge Knowledge Accumulation None — re-derived every time Yes — every operation makes the wiki richer Cross-references None Automatically maintained [[wikilink]] network Contradiction Handling Unaware Proactively annotated with sources cited Architecture Core Principles Compilation over Retrieval Traditional RAG retrieves from raw documents and assembles answers from scratch on every query — knowledge never accumulates. LLM Wiki takes the opposite approach: each time material is ingested, the LLM compiles knowledge into structured wiki pages, and subsequent queries are answered based on pre-compiled knowledge. Knowledge is compiled, linked, and continuously optimized — just like code. Knowledge Lifecycle Management Knowledge doesn't stay valid forever once written. This project introduces","default_branch":null,"files":null,"tree":[],"storefront":"/r/guanyang","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/guanyang/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."}