A curated list of foundational blueprints, functional frameworks, and technical guides for building compounding, AI-compiled knowledge bases.
How to Build an LLM Knowledge Base
A hands-on guide to building a simple LLM knowledge base with raw markdown sources, a compiled wiki, reusable prompts, and an agent that keeps improving the knowledge base over time.
10 Easy Ways to Enhance Your LLM Wiki or Knowledge Base
Wiki Builder: A Claude Code Plugin for Building LLM Knowledge Bases
Wiki Builder is an open-source Claude Code plugin that turns the LLM-knowledge-base workflow into a one-command setup. Scaffold a configurable wiki, point Claude at sources, and let the agent compile durable pages, indexes, and concept maps for you.
Karpathy's LLM Wiki: What It Means & How to Build One
How To Build LLM Wiki In Obsidian? 🧠 A Memory Layer For Any Agentic AI
LLM Knowledge Bases
A visual breakdown of Andrej Karpathy's approach to building personal knowledge bases powered by LLMs. Learn the 4-phase pipeline: ingest, compile, query, and maintain - with an interactive architecture diagram.
Build an AI Second Brain(LLM Wiki Pattern) With Claude Code and Obsidian
TLDR:Build an AI-powered knowledge base in Obsidian. Use Claude Code slash commands to ingest, link, and query your notes into a smart…
prime-radiant-inc/engineering-notebook
CLI tool that ingests Claude Code sessions, generates LLM summaries, and serves a browsable engineering journal
Aaron Steven White
computational semanticist. into modular synths and tiki. https://aaronstevenwhite.io
Andrej Karpathy on Twitter / X
LLM Knowledge BasesSomething I'm finding very useful recently: using LLMs to build personal knowledge bases for various topics of research interest. In this way, a large fraction of my recent token throughput is going less into manipulating code, and more into manipulating…— Andrej Karpathy (@karpathy) April 2, 2026
claude-obsidian
Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into one connected knowledge graph of plain Markdown you own. AI note-taking, personal knowledge management (PKM), and an open-source Notion alternative. Based on Karpathy's LLM Wiki pattern.
Build an LLM Wiki for Your AI Agents
Build an LLM Wiki for Your AI Agents with myKG and Obsidian How to turn a folder of mixed format documents into a typed, interlinked knowledge graph your agents can actually read — using myKG and …
Compiling knowledge, not retrieving it: a hands-on deep dive into llm-wiki-compiler
The thesis of this piece is simple and uncomfortable: the problem of making an LLM “remember” what you’ve read isn’t solved with more…
Which framework to learn?
As the title says, I have been exploring theory about AI agents and LLMs for a while and I want to learn frameworks and actually build some solid…
LLM Wikis
AI-compiled knowledge bases
Jared Goering on Twitter / X
OpenWiki: Open Source Repo Documentation for Coding Agents
Wiki Memory
The Obsidian heads were right.
The Definitive Guide to Understand Anything: Turning Code and Knowledge Into Graphs That Teach
Karpathy's LLM Wiki as Agent Memory - Agentic AI Foundation (AAIF)