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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.

@thoroc
thoroc / AWESOME_OPENCODE.md
Last active May 6, 2026 16:02
Awesome list of awesome project for local agentic workflow

Awesome list of awesome project for local agentic workflow

List of projects that are somewhat related to opencode.

Model list

Running local models

@t3dotgg
t3dotgg / try-catch.ts
Last active May 27, 2026 11:41
Theo's preferred way of handling try/catch in TypeScript
// Types for the result object with discriminated union
type Success<T> = {
data: T;
error: null;
};
type Failure<E> = {
data: null;
error: E;
};
@CryogenicPlanet
CryogenicPlanet / .eslintrc
Created June 6, 2021 12:29
Typescript Mono Repo Guide
// .eslintrc
{
"env": {
"browser": true,
"es6": true,
"node": true
},
"extends": [
"react-app",
"plugin:react/recommended",
@max10rogerio
max10rogerio / slugify.ts
Last active March 10, 2026 18:47
Typescript slug function
// MIT License
// Copyright (c) 2023 Max Rogério
// 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:
@Merott
Merott / tailwind-colors-as-css-variables.md
Last active July 7, 2025 22:40
Expose Tailwind colors as CSS custom properties (variables)

This is a simple Tailwind plugin to expose all of Tailwind's colors, including any custom ones, as custom css properties on the :root element.

There are a couple of main reasons this is helpful:

  • You can reference all of Tailwind's colors—including any custom ones you define—from handwritten CSS code.
  • You can define all of your colors within the Tailwind configuration, and access the final values programmatically, which isn't possible if you did it the other way around: referencing custom CSS variables (defined in CSS code) from your Tailwind config.

See the Tailwind Plugins for more info on plugins.

@raylee
raylee / icbm.service
Last active March 18, 2021 19:08
Example installation of golang service under Debian systemd
# /etc/systemd/system/icbm.service
[Unit]
Description=Internet Connected Beverage Monitor data server
Documentation=https://lunarville.org
Wants=network.target
After=network.target
[Service]
Type=simple
@sconstantinides
sconstantinides / styles.css
Created April 27, 2018 23:06
PWA media queries
/* Replace "standalone" with "fullscreen" depending on your manifest.json display mode */
@media (display-mode: standalone) {
/* All installed PWAs */
}
@media (max-width: 576px) and (display-mode: standalone) {
/* Installed PWAs on mobile devices */
@supports (-webkit-overflow-scrolling: touch) {
@samthor
samthor / autocert-server.go
Last active February 16, 2025 09:39
Demo autocert server in Go
package main
import (
"crypto/tls"
"flag"
"fmt"
"log"
"net/http"
"os"
"os/user"
@chusiang
chusiang / teams-chat-post-for-workflows.sh
Last active November 6, 2025 05:42
Post a message to Microsoft Teams with bash script.
#!/bin/bash
# =============================================================================
# Author: Chu-Siang Lai / chusiang (at) drx.tw
# Filename: teams-chat-post-for-workflows.sh
# Modified: 2024-07-22 11:44 (UTC+08:00)
# Description: Post a message to Microsoft Teams via "Post to a chat when a webhook request is received" workflows.
# Reference:
#
# - https://gist.github.com/chusiang/895f6406fbf9285c58ad0a3ace13d025
# - https://devblogs.microsoft.com/microsoft365dev/retirement-of-office-365-connectors-within-microsoft-teams/