Ievgenii Vasiuk evlibra

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.

	/*
	* Export View to Markdown
	*
	* Requires jArchi - https://www.archimatetool.com/blog/2018/07/02/jarchi/
	*
	* Markdown - https://www.markdownguide.org/
	*
	* Version 2: Updated to support Diagram Groups
	* Version 2.1: Add check for Selected View
	* Version 2.2: Change to regex, added date of export

	// Find DiagramComponents for a given element in a given view
	var getDiagramComponents = function(v, e) {
	return $(v).find("concept").filter(function(o) {
	return o.concept.id == e.id;
	});
	}

	// Checks if a view contains a visual connection from src and tgt visual objects
	var contains = function(r, src, tgt) {
	found = false;

	/*
	* Comparison of two views to see which Archimate elements are missing
	* 2018, Ad Gerrits
	*/
	console.clear();

	function checkViews (v1, v2) {
	var v2elements = [];
	$(v2).find('element').each(function (e) {
	v2elements.push(e.concept.id);

	/*
	* Change Concept Type
	*
	* Requires jArchi - https://www.archimatetool.com/blog/2018/07/02/jarchi/
	*
	* Updated from original to prompt for types
	*
	* Version 1: First release
	* Version 2: Error handling
	*

	/*
	* Export All Views to Markdown
	*
	* Based on smileham/Export to Markdown.ajs - https://gist.github.com/smileham/578bbbb88dc0ed5a1403f3b98711ec25
	* (c) 2018 Steven Mileham
	*
	*
	* Requires jArchi - https://www.archimatetool.com/blog/2018/07/02/jarchi/
	*
	* Markdown - https://www.markdownguide.org/

	/*
	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