Artem Trytiak artyomtrityak

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.

Note:

When this guide is more complete, the plan is to move it into Prepack documentation.
For now I put it out as a gist to gather initial feedback.

A Gentle Introduction to Prepack (Part 1)

If you're building JavaScript apps, you might already be familiar with some tools that compile JavaScript code to equivalent JavaScript code:

Babel lets you use newer JavaScript language features, and outputs equivalent code that targets older JavaScript engines.

Disclaimer: Многие доклады смотрелись и отчёты писались в поезде, спать хотелось капец.

Disclaimer 2: Если что, простите за орфорграфию.

1. Tom Occhino - Keynote Part 1

Вступление, в основном - нудное бла, бла, бла. Из достижений - 547,138 ReactDevTools installed on Chrome. Тем кто териториально недалеко от San Francisco Bay Area может быть интересно, что FB проводит открытые митапы - ReactWednesday.

Докладчик харизматичный, слушать его приятно.

The introduction to Reactive Programming you've been missing

(by @andrestaltz)

This tutorial as a series of videos

If you prefer to watch video tutorials with live-coding, then check out this series I recorded with the same contents as in this article: Egghead.io - Introduction to Reactive Programming.

	const puppeteer = require('puppeteer');

	(async () => {

	const browser = await puppeteer.launch();
	const page = await browser.newPage();
	// Adjustments particular to this page to ensure we hit desktop breakpoint.
	page.setViewport({width: 1000, height: 600, deviceScaleFactor: 1});

	await page.goto('https://www.chromestatus.com/samples', {waitUntil: 'networkidle'});

	import Relay, {
	RootContainer,
	Route
	} from 'react-relay'

	class SeasonRoute extends Route {
	static paramDefinitions = {};

	static queries = {
	currentSeason: () => Relay.QL`query { currentSeason }`,

	import React from 'react';
	import Relay from 'react-relay';

	const pageSize = 2;

	class Content extends React.Component {

	componentWillMount() {
	this.hasNextPage = this.props.user.next ? this.props.user.next.pageInfo.hasNextPage : false;
	this.hasPreviousPage = this.props.user.prev ? this.props.user.prev.pageInfo.hasPreviousPage : false;

	# -- mode: ruby --
	# vi: set ft=ruby :

	=begin
	ModernIE VMs

	config.vm.box = "modernIE/vista-ie7"
	config.vm.box = "modernIE/w7-ie8"
	config.vm.box = "modernIE/w7-ie9"
	config.vm.box = "modernIE/w7-ie10"


	var glob = require('glob');
	var fs = require('fs');
	var replace = require('replace');

	// Find file(s)
	glob('fileName.txt', function(err, files) {
	if (err) { throw err; }
	files.forEach(function(item, index, array) {
	console.log(item + ' found');

	{
	"name": "my-app",
	"version": "1.0.0",
	"description": "My test app",
	"main": "src/js/index.js",
	"scripts": {
	"jshint:dist": "jshint src/js/*.js",
	"jshint": "npm run jshint:dist",
	"jscs": "jscs src/*.js",
	"browserify": "browserify -s Validating -o ./dist/js/build.js ./lib/index.js",