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Rennie Scott IT-Cleric

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@karpathy
karpathy / llm-wiki.md
Created April 4, 2026 16:25
llm-wiki

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.

@projetnumero9
projetnumero9 / Generate diagram legend.ajs
Created December 9, 2020 18:32
#jArchi Generate a legend for the selected view, based on the concept types currently used
//
// Generate diagram legend
//
// 2020 David GERARD
//
// For a selected view, create a group named 'Legend', in which will be nested for each concepts type found in view
// - a concept, specifically sized to show the pictogram
// - a note, to be used to name or explain the concept specifically in the view, hence preventing to rename the concept
// That way,
// - a model will be a bit polluted but with a specific set of concepts, for legend purpose, prefixed so easily identifiable
@jbsarrodie
jbsarrodie / ConvertConcept.lib.js
Last active August 21, 2024 06:22
#jArchi script to change concepts' type (and optionally convert no more valid relationships to association)
function convert(selection, convertToType) {
var relaxed = window.confirm('By default, selected concepts are converted, and relationships involving them that would no more be valid are converted to associations. Click Ok for this behavior or Cancel if you want a "strict" mode where relationships are not changed.');
$(selection).each(function(o) {
$(concept(o)).outRels().each(function(r) {
if (! $.model.isAllowedRelationship(r.type, convertToType, r.target.type)) {
checkAndConvertRelationship(r, relaxed);
}
});
$(concept(o)).inRels().each(function(r) {
@rich-biker
rich-biker / documentation.ajs
Last active March 29, 2025 06:55
Generate Markdown documentation from a driving view in Archi using jArchi scripting.
/*
Sourced: https://gist.github.com/rich-biker/9a3c86c5a576ce0d8639856f3ee81651
Script: Documentation Generation
Purpose: To generate output based on a driving view
Author: Richard Heward - Tame Blue Lion Ltd
This generates a markdown file with the embedded images and text based upon a driving view in Archi of groups that trigger each other and embedded views.
See my blog for a more detailed explaination. https://www.tamebluelion.co.uk/blog/archi-documentation