zhangzhiqiangcs

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.

In the below keyboard shortcuts, I use the capital letters for reading clarity but this does not imply shift, if shift is needed, I will say shift. So ⌘ + D does not mean hold shift. ⌘ + Shift + D does of course.

Tabs and Windows

Function	Shortcut
New Tab	`⌘` + `T`
Close Tab or Window	`⌘` + `W` (same as many mac apps)
Go to Tab	`⌘` + `Number Key` (ie: `⌘2` is 2nd tab)
Go to Split Pane by Direction	`⌘` + `Option` + `Arrow Key`

	import React, { Component } from 'react';
	import { BrowserRouter as Router, Route, Link } from "react-router-dom";
	import { Layout, Menu, Icon } from 'antd';

	import Dashboard from './containers/Dashboard/Dashboard';
	import Meseros from './containers/Meseros/Meseros';

	const { Header, Content, Footer, Sider } = Layout;
	const SubMenu = Menu.SubMenu;

	#!/bin/bash
	# Input: ./extract_kubecfg_cert.sh my-cluster-name username
	# Output: ./my-cluster-name-ca.crt ./username.crt ./username.key

	# Exit on error
	abort(){
	echo $1 && exit 1
	}

	# Prerequistes

	package main

	import (
	"flag"
	"io"
	"log"
	"net"
	"net/http"
	"strings"
	)

	#!/bin/bash
	#####################################################
	# Name: Bash CheatSheet for Mac OSX
	#
	# A little overlook of the Bash basics
	#
	# Usage:
	#
	# Author: J. Le Coupanec
	# Date: 2014/11/04

	git init # 初始化本地git仓库（创建新仓库）
	git config --global user.name "xxx" # 配置用户名
	git config --global user.email "xxx@xxx.com" # 配置邮件
	git config --global color.ui true # git status等命令自动着色
	git config --global color.status auto
	git config --global color.diff auto
	git config --global color.branch auto
	git config --global color.interactive auto
	git config --global --unset http.proxy # remove proxy configuration on git
	git clone git+ssh://git@192.168.53.168/VT.git # clone远程仓库

	1. 装个 sysv-conf-rc

	2. sudo update-rc.d -f mysql remove 删除mysql随机器启动的服务
	sudo update-rc.d -f apache2 remove 删除apache2随机器启动的服务

	3. 查看/etc/rc2.d/里面的apache和mysql启动脚本，通常都是两个阿拉伯数字后再接一个英文字母，再加脚本名称。英文字母是S的都是会自动启动的，K则相反。所以只要找到apache和mysql的启动脚本，把S改成K就可以了