karpathy

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.

jamtur01

(require 'riemann.common)
(require 'clojure.pprint)

(let [host "0.0.0.0"]
  (graphite-server :host host
                   :port 5559)
  (tcp-server      :host host)
  (udp-server      :host host
              :max-size 65000)
  (repl-server     :host host)

clarkdave

# The MIT License (MIT)

# Copyright (c) 2014 Dave Clark

# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:

ILoGM

class ActiveRecord::Migrator
  def migrate(&block)
    current = migrations.detect { |m| m.version == current_version }
    target = migrations.detect { |m| m.version == @target_version }

    if target.nil? && @target_version && @target_version > 0
      raise UnknownMigrationVersionError.new(@target_version)
    end

    start = up? ? 0 : (migrations.index(current) || 0)

niquola

class SignPendingOrdersService
  def initialize(visit, user) # service context
    @visit, @user = visit, user
  end

  def call  # or execute
    Order.for_visit(visit).pendings.each do |order|
      order.activate!
      OrderTemplate.find_or_create_template_for_order_and_record_template_usage!(order)
    end

niquola

# naive implementation
class TwoWayDelegate
  attr :_subject
  def initialize(subject)
    @_subject = subject
  end

  def inspect
    "TwoWayDelegate <#{methods.sort}>"
  end

teropa

Tutorials

• The best tutorials are in the introductory books. See below.
• Getting Started with Clojure - A detailed tutorial on getting a modern (as of Jan 2013) Clojure workflow going.
  • Emacs Live is a nice development environment based on Emacs.
• Understanding The Clojure Development Ecosystem
• Clojure Docs Site is a community-driven doc site with good tutorials, and reference material going somewhat deeper than individual API docs.
• Functional Programming for the Rest of Us is a classic introduction to functional thinking
• [A comprehensive article on namespaces and different ways of requiring them](http://blog.8thlight.com/colin-jones/2010/12/05/clojure-libs-and-namespaces-require-use-import-and-ns.

igkuz

var Comments = Backbone.Collection.extend({
  	url: function() {
			return this.baseUrl + '/comments';
		},

		initialize: function(bootstrapData, options) {
			this.baseUrl = options.baseUrl;
		}
	}),
	Posts = Backbone.Collection.extend({

savonarola

1.9.3-p194-perf, rails, 10 unicorns

>siege -r 200 -c 10 -d 0 'http://localhost:9080/posts'
** SIEGE 2.72
** Preparing 10 concurrent users for battle.
The server is now under siege..      done.

Transactions:  	        2000 hits
Availability:		      100.00 %
Elapsed time:		      117.59 secs

solnic

DATE=2012-06-01
for version in `find $rvm_path/rubies/ -mindepth 1 -maxdepth 1 -type d -not -newermt $DATE | cut -d / -f 7`; do rvm remove $version; done