Jago JagoWang

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.

	//获取请求参数数组
	function getUrlVars(){
	var vars = [], hash;
	var hashes = window.location.href.slice(window.location.href.indexOf('?') + 1).split('&');
	for(var i = 0; i < hashes.length; i++)
	{
	hash = hashes[i].split('=');
	vars.push(hash[0]);
	vars[hash[0]] = hash[1];
	}

	<script type="text/javascript">
	Array.prototype.ayromove = function(dx) {
	if(isNaN(dx)\|\|dx>this.length){return false;}
	this.splice(dx,1);
	}
	var arr = ['a', 'b', 'c'];
	console.log("elements: "+ arr + " nLength: " + arr.length);
	arr.ayromove(1); //删除下标为1的元素
	console.log("elements: "+ arr + " nLength: " + arr.length);
	</script>

	/**
	* 分析豆瓣阅读查看电子书的逻辑
	*
	* 主要用到的JavaScript为
	* 1. OzJS(管理模块)
	* 2. jQuery(base库)
	* 3. Backbone.js(web application框架)
	*
	* 过程分析
	* --------

	命令方式启动tomcat没有滚屏日志信息，可以到logs目录下看。

	tomcat远程调试：
	1. 修改startup.bat 在尾部修改成以下列方式启动
	set JPDA_ADDRESS=8000
	set JPDA_TRANSPORT=dt_socket
	call "%EXECUTABLE%" jpda start

	2. catalina.sh jpda start

	chmod和数字改变文件或目录的访问权限

	chown改变目录或文件的所有权
	chown root $dir
	-R 递归子目录

	http://soft.yesky.com/115/11046615.shtml

	echo "" >>/> file

	Apache:

	httpd -t //检查配置是否正确
	service httpd reload //重新加载配置

	启动，重启和停止
	/usr/local/apache/bin/apachectl -k start （不加参数k也行）
	/usr/local/apache/bin/apachectl -k restart
	/usr/local/apache/bin/apachectl -k stop

	keepalived + nginx
	容灾+负载