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Szabolcs Légrádi szlegradi

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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.

@MjHead
MjHead / validate-cct-item.php
Created August 15, 2022 15:53
Insert new CCT item with JetFormBuilder only if similar item not exists
<?php
/**
* 1. Add action Hook before Insert/update CCT, set 'validate-cct' as hook name - https://i.imgur.com/48wcTA4.png
* 2. Replace 'tournaments' with your actual CCT slug
* 3. Replace 'name' with actual parameters to find similar items
*/
add_filter( 'jet-form-builder/custom-filter/validate-cct', function( $result, $request, $action ) {
$cct_slug = 'tournaments';
$cct = \Jet_Engine\Modules\Custom_Content_Types\Module::instance()->manager->get_content_types( $cct_slug );
@phanan
phanan / MyList.vue
Last active February 2, 2023 17:10
Virtual scroller with Vue Composition API
<template>
<VirtualScroller v-slot="{ item }" :item-height="35" :items="myMassiveArray">
<div :item="item" :key="item.id">{{ item.details.i.guess? }}</div>
</VirtualScroller>
</template>
@zavan
zavan / yt.js
Last active July 16, 2025 19:53
Listening to the YouTube Embed Iframe time change events without polling player.getCurrentTime()
// Load the IFrame Player API code asynchronously.
var tag = document.createElement("script");
tag.src = "https://www.youtube.com/iframe_api";
var firstScriptTag = document.getElementsByTagName("script")[0];
firstScriptTag.parentNode.insertBefore(tag, firstScriptTag);
// Instantiate the Player.
function onYouTubeIframeAPIReady() {
var player = new YT.Player("player", {
@medyo
medyo / upload_dysms.md
Last active July 24, 2023 12:03
Upload dSYMs file to Crashlytics for react Native projects

1 - Download the dSYMs File from Appstore

  • go to https://appstoreconnect.apple.com/
  • Click on My Apps
  • From the left sidebar choose the app version you would like to get its dSYM
  • Scroll down to the Build section then click on the build version
  • then Build Metadata
  • On the new page, look for "Includes Symbols"
  • Click on Download dSYM
  • If not found please use the below method
@nzakas
nzakas / techleadbook.md
Created March 20, 2018 20:44
Tech Lead Book

Tech Lead Book

  1. Introduction
  2. What is a Tech Lead?
  3. The Tech Lead Mindset
  4. Becoming a Tech Lead
  5. Working Cross-Functionally
  6. The Art of Delegation
  7. Technical Best Practices
  8. Effective Decision Making
@apisandipas
apisandipas / share-urls.md
Last active March 4, 2026 13:53 — forked from chrisl8888/drupal-views-share-global-text-field
Share url's for Facebook, Twitter, Pinterest and Linkedin with just get variables

Creating share buttons with just URL's

Twitter

http://twitter.com/share?text=<TITLE>&url=<URL>

E.g. http://twitter.com/share?text=This+is+google+a+search+engine&url=https%3A%2F%2Fwww.google.com

Facebook

http://www.facebook.com/sharer.php?u=&amp;p[title]=

@bevacqua
bevacqua / books.md
Last active October 13, 2018 16:52
Books I plan on buying this week

Web Performance

  • High Performance Web Sites: Essential Knowledge for Front-End Engineers
  • High Performance JavaScript (Build Faster Web Application Interfaces)
  • Even Faster Web Sites: Performance Best Practices for Web Developers
  • Designing for Performance: Weighing Aesthetics and Speed

Web Design

  • Adaptive Web Design: Crafting Rich Experiences with Progressive Enhancement (2nd Edition) (Voices That Matter)
@bishboria
bishboria / springer-free-maths-books.md
Last active May 27, 2026 13:01
Springer made a bunch of books available for free, these were the direct links