Skip to content

Instantly share code, notes, and snippets.

View weedySeaDragon's full-sized avatar
🏠
Working from home

Ashley Engelund weedySeaDragon

🏠
Working from home
View GitHub Profile

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.

@JoelQ
JoelQ / dollar.rb
Last active September 23, 2024 03:02
Implementing value object semantics as an RSpec shared_example.
class Dollar
attr_reader :cents
def initialize(cents:)
@cents = cents
end
def hash
[self.class, cents].hash
end
@jmaccabee
jmaccabee / XPath Cheat Sheet
Created October 10, 2018 23:21
Common XPath tips and tricks
// XPath CheatSheet
// To test XPath in your Chrome Debugger: $x('/html/body')
// http://www.jittuu.com/2012/2/14/Testing-XPath-In-Chrome/
// Credit to the original author: https://gist.github.com/LeCoupa/8c305ec8c713aad07b14
// 0. XPath Examples.
// More: http://xpath.alephzarro.com/content/cheatsheet.html
@MaxGabriel
MaxGabriel / parser.ts
Created September 24, 2018 20:27
Date parsing code
import * as P from 'parsimmon'
import Day from '~/utils/Day'
import Month from '~/utils/Month'
const shortMonths = {
jan: 1,
feb: 2,
mar: 3,
apr: 4,
may: 5,
@mdesantis
mdesantis / upgrade-postgres-9.6-to-10.md
Last active October 11, 2021 08:11 — forked from delameko/upgrade-postgres-9.5-to-9.6.md
Upgrading PostgreSQL from 9.6 to 10 on Ubuntu 16.04

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
@timvisee
timvisee / falsehoods-programming-time-list.md
Last active April 19, 2026 22:13
Falsehoods programmers believe about time, in a single list

Falsehoods programmers believe about time

This is a compiled list of falsehoods programmers tend to believe about working with time.

Don't re-invent a date time library yourself. If you think you understand everything about time, you're probably doing it wrong.

Falsehoods

  • There are always 24 hours in a day.
  • February is always 28 days long.
  • Any 24-hour period will always begin and end in the same day (or week, or month).
@dmitrykustov
dmitrykustov / upgrade-postgres-9.4-to-9.6.md
Last active September 7, 2025 14:21 — forked from dideler/upgrade-postgres-9.3-to-9.4.md
Upgrading PostgreSQL from 9.4 to 9.6 on Debian Jessie

To use the most modern version of Postgres software we need to add postgresql repository. Edit /etc/apt/sources.list or create /etc/apt/sources.list.d/pgdg.list and add there a line: deb http://apt.postgresql.org/pub/repos/apt/ jessie-pgdg main Then import the repository signing key, and update the package lists:

wget --quiet -O - https://www.postgresql.org/media/keys/ACCC4CF8.asc | sudo apt-key add -
sudo apt-get update

Install a new version of PostgreSQL server.

Once the Debian upgrade finished, I used dpkg-query -l postgresql* to check which versions of postgres I have installed.

@CoryFoy
CoryFoy / analytics.rb
Last active July 18, 2023 21:01
An example of calling the Analytics API using machine creds and the V4 API from Ruby
require 'google/apis/analyticsreporting_v4'
require 'googleauth'
include Google::Apis::AnalyticsreportingV4
include Google::Auth
VIEW_ID = "12345678" #your profile ID from your Analytics Profile
SCOPE = 'https://www.googleapis.com/auth/analytics.readonly'
@client = AnalyticsReportingService.new
@delameko
delameko / upgrade-postgres-9.5-to-9.6.md
Last active March 30, 2026 03:42 — forked from johanndt/upgrade-postgres-9.3-to-9.5.md
Upgrading PostgreSQL from 9.5 to 9.6 on Ubuntu 16.04

TL;DR

Install Postgres 9.6, and then:

sudo pg_dropcluster 9.6 main --stop
sudo pg_upgradecluster 9.5 main
sudo pg_dropcluster 9.5 main
@jazzido
jazzido / graphql.rb
Last active July 3, 2021 06:36
Neo4J + GraphQL — Toy example using graphql-ruby and neo4jrb
require 'graphql'
require 'neo4j'
neo4j_url = ENV['NEO4J_URL'] || 'http://localhost:7474'
session = Neo4j::Session.open(:server_db, neo4j_url)
class Author
include Neo4j::ActiveNode
id_property :id_author