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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.

@adryanev
adryanev / main.dart
Created January 3, 2023 07:50
flying-vibration-0254
void main(){
final menuOrderModel = OrderCalculationFacade.calculate(params);
}
/// DO NOT CALL DIRECTLY!!!!!!!
/// PANGGIL LEWAT FACADE NYA YA!!!!!
class OrderCalculation{
@adryanev
adryanev / flutter_vscode_snippet.json
Last active October 2, 2023 09:00
Flutter VSCode Snippet
{
// Place your snippets for dart here. Each snippet is defined under a snippet name and has a prefix, body and
// description. The prefix is what is used to trigger the snippet and the body will be expanded and inserted. Possible variables are:
// $1, $2 for tab stops, $0 for the final cursor position, and ${1:label}, ${2:another} for placeholders. Placeholders with the
// same ids are connected.
// Example:
// "Print to console": {
// "prefix": "log",
// "body": [
// "console.log('$1');",
@madebycm
madebycm / flutter-singleton-db.dart
Created April 24, 2020 09:00
Flutter singleton DatabaseHelper
import 'dart:io';
import 'package:path/path.dart';
import 'package:sqflite/sqflite.dart';
import 'package:path_provider/path_provider.dart';
class DatabaseHelper {
static final _databaseName = "MyDatabase.db";
static final _databaseVersion = 1;
@jamesreggio
jamesreggio / react-forwardref-simple-example.js
Last active February 6, 2025 02:06
Simple example usage of React.forwardRef()
// EmailInput wraps an HTML `input` and adds some app-specific styling.
const EmailInput = React.forwardRef((props, ref) => (
<input ref={ref} {...props} type="email" className="AppEmailInput" />
));
class App extends Component {
emailRef = React.createRef();
render() {
return (
@markterence
markterence / React Native (Android) - Rename applicationID, package name.md
Created April 30, 2018 10:37
React Native (Android) - [ Changing application package name/bundle identifier ]

React Native (Android) - [ Changing application package name/bundle identifier ]

List of files to edit to change/rename your react-native android project. The following constants are used in the files to denote what kind of value should be placed.

  • APPLICATION_NAME - this will be used by react-native to identify your application. (settings.gradle, MainActivity.java, etc.)
  • APPLICATION_DISPLAY_NAME - display name in Android Home Screen.
  • ANDROID_PACKAGE_NAME - A valid android package name.
@nemotoo
nemotoo / .gitattributes
Last active April 4, 2026 13:03
.gitattributes for Unity3D with git-lfs
## Unity ##
*.cs diff=csharp text
*.cginc text
*.shader text
*.mat merge=unityyamlmerge eol=lf
*.anim merge=unityyamlmerge eol=lf
*.unity merge=unityyamlmerge eol=lf
*.prefab merge=unityyamlmerge eol=lf
@developius
developius / README.md
Last active April 1, 2026 15:21
Setup SSH keys for use with GitHub/GitLab/BitBucket etc

Create a new repository, or reuse an existing one.

Generate a new SSH key:

ssh-keygen -t rsa -C "your_email@example.com"

Copy the contents of the file ~/.ssh/id_rsa.pub to your SSH keys in your GitHub account settings (https://github.com/settings/keys).

Test SSH key:

@adamloving
adamloving / temporary-email-address-domains
Last active April 7, 2026 17:09
A list of domains for disposable and temporary email addresses. Useful for filtering your email list to increase open rates (sending email to these domains likely will not be opened).
0-mail.com
0815.ru
0clickemail.com
0wnd.net
0wnd.org
10minutemail.com
20minutemail.com
2prong.com
30minutemail.com
3d-painting.com
@faisalman
faisalman / Rupiah.as
Created February 26, 2011 15:35
Konversi Angka ke format Rupiah & vice versa (C#, PHP, JavaScript, ActionScript 3.0)
package
{
/**
* ActionScript 3.0 Code Snippet
* Convert Number to Rupiah & vice versa
* https://gist.github.com/845309
*
* Copyright 2011-2012, Faisalman
* Licensed under The MIT License
* http://www.opensource.org/licenses/mit-license