Saurabh Kumar theskumar

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.

TL;DR

Install Postgres 10, and then:

sudo pg_dropcluster 10 main --stop
sudo pg_upgradecluster 9.6 main
sudo pg_dropcluster 9.6 main

Couldn't find the text of this for a while...

Original (404'ed) -- https://plus.google.com/115094562986465477143/posts/Di6RwCNKCrf
Fakeout -- http://www.dzone.com/links/rss/ryan_dahl_i_hate_almost_all_software.html
Repost -- https://plus.google.com/116904230181415286707/posts/DnAMAN5sUR8

Title

<Additional information about your API call. Try to use verbs that match both request type (fetching vs modifying) and plurality (one vs multiple).>

URL

<The URL Structure (path only, no root url)>
Method:

	"""
	Logical deletion for Django models. Uses is_void flag
	to hide discarded items from queries. Overrides delete
	methods to set flag and soft-delete instead of removing
	rows from the database.
	"""
	from django.apps import apps
	from django.contrib.admin.utils import NestedObjects
	from django.db import models
	from django.db.models import signals

	from django.conf import settings
	from whitenoise.django import DjangoWhiteNoise


	class DjangoCompressWhiteNoise(DjangoWhiteNoise):
	def __call__(self, environ, start_response):
	# Handle files generated on the fly by django-compressor
	url = environ['PATH_INFO']
	if url.startswith(self.static_prefix) and url not in self.files:
	if self.is_compressed_file(url):

	about
	admin
	blog
	calendar
	contact
	copyright
	dashboard
	email
	errors
	events

	Byobu Commands
	==============

	byobu Screen manager


	Level 0 Commands (Quick Start)
	------------------------------

	<F2> Create a new window

	awk
	bunzip2
	bzcat
	bzip2
	cat
	chown
	cp
	curl
	cut
	date

	<!DOCTYPE html>
	<html>
	<head>
	<meta charset="utf-8">
	<title>Responsive Design Testing</title>
	<style>
	body { margin: 20px; font-family: sans-serif; overflow-x: scroll; }
	.wrapper { width: 6000px; }
	.frame { float: left; }
	h2 { margin: 0 0 5px 0; }