LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

nanha / App.tsx

Created November 20, 2020 09:42 — forked from kotarella1110/App.tsx

Counter app example - TypeScript + React + Redux + redux-saga

	import * as React from 'react';
	import { Store, createStore, combineReducers, applyMiddleware } from 'redux';
	import createSagaMiddleware from 'redux-saga';
	import * as ReactDOM from 'react-dom';
	import { Provider } from 'react-redux';
	import { reducer as counter, rootSaga } from './counter';
	import Counter from './Counter';

	const sagaMiddleware = createSagaMiddleware();

nanha / ctags.setup

Created March 12, 2014 01:18 — forked from nazgob/ctags.setup

	# you have ctags but it does not work...
	$ ctags -R --exclude=.git --exclude=log *
	ctags: illegal option -- R
	usage: ctags [-BFadtuwvx] [-f tagsfile] file ...

	#you need to get new ctags, i recommend homebrew but anything will work
	$ brew install ctags

	#alias ctags if you used homebrew
	$ alias ctags="`brew --prefix`/bin/ctags"

nanha / kill-slow-queries.sh

Created March 4, 2014 07:02 — forked from tessro/kill-slow-queries.sh

	#!/bin/sh

	# Credentials for a MySQL user with PROCESS, SUPER permissions
	USERNAME=
	PASSWORD=

	# MySQL Server location
	HOST=127.0.0.1
	PORT=3306

nanha / dea.yml

Created May 19, 2013 03:52 — forked from conmame/dea.yml

	---
	deployment:
	name: "dea"
	domain: "hoge.com" #使用するドメイン

	jobs:
	install:
	- stager
	- dea:
	local_route: "192.168.249.44" #自分の環境に合わせる (この設定ファイルが置かれるDEAのIPアドレス)

nanha / gist:3129007

Created July 17, 2012 11:54 — forked from ishiduca/gist:2280639

node.js http.agent の agent.maxSockets の上限を避けるその２

	var events,http, url, path;

	events = require('events');
	http = require('http');
	url = require('url');
	path = require('path');

	var agents = {};
	agent.onSocketsLengthChange;
	if (http.getAgent) {

nanha / clickify.js

Created July 8, 2012 12:29 — forked from maxweisel/clickify.js

collect.js - use clean urls with Backbone History / Router

	(function($){
	// Declare the rootUrl used for filtering internal links.
	var rootUrl = document.location.protocol + '//' + (document.location.hostname \|\| document.location.host) + (document.location.port ? ':' + document.location.port : '') + '/';

	// Helper functions
	var getFragment = function(url, root) { // Grab the fragment and format it how Backbone expects
	var fragment = url;
	if (fragment.indexOf(':') !== -1)
	fragment = fragment.replace(/.*:\/\/[^\/]+/, '');
	if (!fragment.indexOf(root)) fragment = fragment.substr(root.length);

nanha / hello-node.js

Created July 7, 2012 02:06 — forked from nf/hello-node.js

Hello world web server that scales across multiple processors

	var cluster = require('cluster');
	var http = require('http');
	var numCPUs = require('os').cpus().length;

	if (cluster.isMaster) {
	// Fork workers.
	for (var i = 0; i < numCPUs; i++) {
	cluster.fork();
	}
	cluster.on('exit', function(worker, code, signal) {

nanha / hello-spdy3.js

Created July 4, 2012 02:59 — forked from shigeki/hello-spdy3.js

Hello SPDY by Node-0.7.x

	var tls = require('tls');
	var fs = require('fs');
	var zlib = require('zlib');
	var events = require('events');
	var util = require('util');
	var dictionary = require('./dict.js').dictionary;
	var word = '<!DOCTYPE html><html><head><title>Hello SPDY</title></head><body>Hello SPDY</body></html>';

	function parseNV_HeaderBlock(buffer) {
	var nv = [];

nanha / bespin.vim

Created July 4, 2012 02:22 — forked from acoffman/bespin.vim

vim colorscheme based on mozilla bespin

	" Vim color file
	" Converted from Textmate theme Bespin using Coloration v0.2.5 (http://github.com/sickill/coloration)

	set background=dark
	highlight clear

	if exists("syntax_on")
	syntax reset
	endif

nanha park nanha

LLM Wiki

The core idea