nekoprog

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.

nekoprog

############ If you are using DOCKER all-in-one image, create Dockerfile like:         ################
############ FROM openproject/openproject:16                                           ################
############ COPY ./enterprise_token.rb app/models/enterprise_token.rb                 ################

############ If you are runing a manual installation:                                  ################
############ REPLACE app/models/enterprise_token.rb in the source code with this file! ################
############ also be sure to RESTART OpenProject after replacing the file.             ################

############ If using some other set up (eg docker-compose), read the comments on      ################
############ https://gist.github.com/markasoftware/f5b2e55a2c2e3abb1f9eefcdf0bfff45    ################

nekoprog

Deno Fresh with Prisma ORM and MSSQL

1. Add this line in deno.json

{
  "nodeModulesDir": "auto",
}

nekoprog

rm -rfv .git
git init -b main
git add .
git commit -m "First commit"
git remote add origin https://github.com/REPO.git
gh auth login
git push origin main

nekoprog

Download Android SDK and put it under a known location. Get the appropriate commandlinetools package from this page. Then, extract it under ~/Android/.

mkdir -p ~/Android/Sdk
cd ~/Android
cp ~/Downloads/commandlinetools-linux-6858069_latest.zip .
unzip commandlinetools-linux-6858069_latest.zip

nekoprog

python.org
kivy.org
https://kivymd.readthedocs.io Material Design (Android style UI)
https://kivy-cupertino.readthedocs.io Cupertino (iOS style UI)
https://buildozer.readthedocs.io (APK compile)
logcat *:S python:D
.buildozer/android/platform/python-for-android/pythonforandroid/bootstraps/common/build/templates/gradle.tmpl.properties

Android API SDK NDK
https://developer.android.com/studio/releases/platforms

nekoprog

Build Image:
git clone https://github.com/libretro/Lakka-LibreELEC
cd Lakka-LibreELEC
DISTRO=Lakka PROJECT=RPi DEVICE=RPi2 ARCH=arm make image

Upgrade Image:
cd Lakka-LibreELEC
git pull
rm -rf target
DISTRO=Lakka PROJECT=RPi DEVICE=RPi2 ARCH=arm make image

nekoprog

sudo nano /etc/nginx/nginx.conf

load_module /usr/lib/nginx/modules/ngx_stream_module.so;

events {}

stream {
  upstream k3s_servers {
    server 192.168.0.10:6443;
    server 192.168.0.11:6443;

nekoprog

sudo netstat -ltpn

nekoprog

#Prep
touch ~/.bashrc
echo 'export PATH=$HOME/.local/bin:$PATH' >> ~/.bashrc
ln -s ~/.bashrc -> ~/.bash_profile
ln -s ~/.bashrc -> ~/.profile
mkdir ~/.local
mkdir ~/.tmp
echo prefix = ~/.local >> ~/.npmrc
echo prefix = ~/.local >> ~/.yarnrc
. ~/.bashrc