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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.

@andrewchilds
andrewchilds / deepGet.js
Last active July 8, 2024 14:15 — forked from harish2704/lodash.get.js
Simple, standalone, vanilla implementation of lodash.get
// Simple implementation of lodash.get
// Handles arrays, objects, and any nested combination of the two.
// Also handles undefined as a valid value - see test case for details.
// Based on: https://gist.github.com/harish2704/d0ee530e6ee75bad6fd30c98e5ad9dab
export function deepGet(obj, query, defaultVal) {
query = Array.isArray(query) ? query : query.replace(/(\[(\d)\])/g, '.$2').replace(/^\./, '').split('.');
if (!(query[0] in obj)) {
return defaultVal;
}
obj = obj[query[0]];
@h0bbel
h0bbel / sources.list
Last active April 18, 2026 22:58
/etc/apt/sources.list for Ubuntu 18.04.1 LTS Bionic Beaver
# See http://help.ubuntu.com/community/UpgradeNotes for how to upgrade to
# newer versions of the distribution.
deb http://us.archive.ubuntu.com/ubuntu/ bionic main restricted
# deb-src http://us.archive.ubuntu.com/ubuntu/ bionic main restricted
## Major bug fix updates produced after the final release of the
## distribution.
deb http://us.archive.ubuntu.com/ubuntu/ bionic-updates main restricted
# deb-src http://us.archive.ubuntu.com/ubuntu/ bionic-updates main restricted
@rodrigoborgesdeoliveira
rodrigoborgesdeoliveira / ActiveYouTubeURLFormats.txt
Last active May 12, 2026 16:17 — forked from ScottCooper92/gist:ea11b690ba4b1278e049
Example of the YouTube videos URL formats
http://www.youtube.com/watch?v=-wtIMTCHWuI
http://youtube.com/watch?v=-wtIMTCHWuI
http://m.youtube.com/watch?v=-wtIMTCHWuI
https://www.youtube.com/watch?v=lalOy8Mbfdc
https://youtube.com/watch?v=lalOy8Mbfdc
https://m.youtube.com/watch?v=lalOy8Mbfdc
http://www.youtube.com/watch?v=yZv2daTWRZU&feature=em-uploademail
http://youtube.com/watch?v=yZv2daTWRZU&feature=em-uploademail
http://m.youtube.com/watch?v=yZv2daTWRZU&feature=em-uploademail
@fokusferit
fokusferit / enzyme_render_diffs.md
Last active April 21, 2026 08:05
Difference between Shallow, Mount and render of Enzyme

Shallow

Real unit test (isolation, no children render)

Simple shallow

Calls:

  • constructor
  • render
@jherax
jherax / is-private-mode.js
Last active September 24, 2025 18:38
Detect if the browser is running in Private mode - Promise based (last update: Feb 2020)
/**
* Lightweight script to detect whether the browser is running in Private mode.
* @returns {Promise<boolean>}
*
* Live demo:
* @see https://output.jsbin.com/tazuwif
*
* This snippet uses Promises. If you want to run it in old browsers, polyfill it:
* @see https://cdn.jsdelivr.net/npm/es6-promise@4/dist/es6-promise.auto.min.js
*
@pavelbinar
pavelbinar / extract-subtitles-from-mkv.md
Last active October 29, 2025 21:23 — forked from bmaeser/subtitle-extract.txt
Extract subtitles from .mkv files on Mac OS X
@pizzarob
pizzarob / 01_DropZone.jsx
Last active July 12, 2024 07:05
HTML5 Drag and Drop File Upload React Component
import React from 'react';
import PropTypes from 'prop-types';
import classNames from 'classnames';
const ANIMATION_DURATION = 1000;
class BatchDropZone extends React.Component {
static propTypes = {
@lopspower
lopspower / README.md
Last active May 24, 2026 14:52
Hexadecimal color code for transparency

Hexadecimal color code for transparency

Twitter

How to set transparency with hex value ?

For example, you want to set 40% alpha transparence to #000000 (black color), you need to add 66 like this #66000000.

All hex value from 100% to 0% alpha:

@prestonparris
prestonparris / reactjs-conf-2015-notes.md
Last active April 6, 2017 21:32
Notes from the 2015 React.js Conference

Reactjs conf 2015 Notes

  • react native announced

    • Allows you to use react style javascript to target native ios and android, native views, live reloading
    • intro pt1
    • intro pt2
    • facebook groups app uses react native with graphql and relay
  • realtime page tweaking

    • rethink best practices and workflows
  • inmutability is a good idea