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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.

setTimeout(function() {
function getAllModules() {
return new Promise((resolve) => {
const id = _.uniqueId("fakeModule_");
window["webpackJsonp"](
[],
{
[id]: function(module, exports, __webpack_require__) {
resolve(__webpack_require__.c);
}
@gaearon
gaearon / minification.md
Last active April 4, 2026 09:30
How to Set Up Minification

In production, it is recommended to minify any JavaScript code that is included with your application. Minification can help your website load several times faster, especially as the size of your JavaScript source code grows.

Here's one way to set it up:

  1. Install Node.js
  2. Run npm init -y in your project folder (don't skip this step!)
  3. Run npm install terser

Now, to minify a file called like_button.js, run in the terminal:

@DawidMyslak
DawidMyslak / vue.md
Last active May 14, 2026 04:44
Vue.js and Vuex - best practices for managing your state

Vue.js and Vuex - best practices for managing your state

Modifying state object

Example

If you have to extend an existing object with additional property, always prefer Vue.set() over Object.assign() (or spread operator).

Example below explains implications for different implementations.

@Jonalogy
Jonalogy / handling_multiple_github_accounts.md
Last active June 21, 2026 12:35
Handling Multiple Github Accounts on MacOS

Handling Multiple Github Accounts on MacOS

The only way I've succeeded so far is to employ SSH.

Assuming you are new to this like me, first I'd like to share with you that your Mac has a SSH config file in a .ssh directory. The config file is where you draw relations of your SSH keys to each GitHub (or Bitbucket) account, and all your SSH keys generated are saved into .ssh directory by default. You can navigate to it by running cd ~/.ssh within your terminal, open the config file with any editor, and it should look something like this:

Host *
 AddKeysToAgent yes

> UseKeyChain yes

@nmcc
nmcc / CONSOLAS.md
Last active March 30, 2026 15:25
Install Consolas font on Mac

Download and install the font

  1. Download the Consolas font from http://www.fontpalace.com/font-details/Consolas/
  2. Open Finder and navigate to Downloads directory
  3. Double click the Consolas.ttf file
  4. A dialog box appears displaying the details about the font
  5. Click Install font button

Using Consolas font on IntelliJ IDEA:

  1. Open IDEA Preferences Window (Press Command + ,)
  2. Editor > Colors & Fonts > Font
@alexislucena
alexislucena / uncommitLastCommit.md
Created November 14, 2016 08:56
Git: How to uncommit my last commit in git

To keep the changes from the commit you want to undo

$ git reset --soft HEAD^

To destroy the changes from the commit you want to undo

$ git reset --hard HEAD^

You can also say

@wojteklu
wojteklu / clean_code.md
Last active June 21, 2026 16:11
Summary of 'Clean code' by Robert C. Martin

Code is clean if it can be understood easily – by everyone on the team. Clean code can be read and enhanced by a developer other than its original author. With understandability comes readability, changeability, extensibility and maintainability.


General rules

  1. Follow standard conventions.
  2. Keep it simple stupid. Simpler is always better. Reduce complexity as much as possible.
  3. Boy scout rule. Leave the campground cleaner than you found it.
  4. Always find root cause. Always look for the root cause of a problem.

Design rules

<IfModule mod_rewrite.c>
RewriteEngine On
RewriteBase /
RewriteRule ^index\.html$ - [L]
RewriteCond %{REQUEST_FILENAME} !-f
RewriteCond %{REQUEST_FILENAME} !-d
RewriteRule . /index.html [L]
</IfModule>
@nmsdvid
nmsdvid / new_gist_file.js
Created February 4, 2014 16:32
Simple JavaScript Debounce Function
// Returns a function, that, as long as it continues to be invoked, will not
// be triggered. The function will be called after it stops being called for
// N milliseconds. If `immediate` is passed, trigger the function on the
// leading edge, instead of the trailing.
function debounce(func, wait, immediate) {
var timeout;
return function() {
var context = this, args = arguments;
clearTimeout(timeout);