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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.

@obullxl
obullxl / ScreenSnapshot.java
Created October 11, 2013 05:17
Java 截屏代码 截取电脑屏幕 并保存为图片
import java.awt.AWTException;
import java.awt.Rectangle;
import java.awt.Robot;
import java.awt.Toolkit;
import java.awt.image.BufferedImage;
import java.io.File;
import java.io.IOException;
import javax.imageio.ImageIO;
public class ScreenSnapshot {
@ufologist
ufologist / CryptoJS-DES.html
Created May 15, 2013 03:34
Use CryptoJS encrypt message by DES and direct decrypt ciphertext, compatible with Java Cipher.getInstance("DES")
<!-- test pass with CryptoJS v3.1.2 -->
<script src="rollups/tripledes.js"></script>
<script src="components/mode-ecb.js"></script>
<script>
/**
* Encrypt message by DES in ECB mode and Pkcs7 padding scheme
*
* NOTE: DES is weak, please use 3DES(Triple DES) or AES
*
* @param {String} message
@tariqmislam
tariqmislam / instructions and how-to
Created March 22, 2012 15:58
Setting Up Hadoop 0.20.2 on Windows 7 With Cygwin
=================================================================
SETTING UP SSHD AS A SERVICE FOR RUNNING HADOOP DAEMONS ON WINDOWS 7
=================================================================
Steps:
1. Download 'setup.exe' from Cygwin website
2. Right-click on 'setup.exe'
3. Leave settings as they are, click through until you come to the plugin selection window
3.1 - Make sure that the installation directory is 'C:\cygwin'