kkpoon

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.

kkpoon

To setup AWS S3 for your CI/CD,

1. Create S3 buckets for deployment

2. Create an IAM user

aws iam create-user --user-name ci-bot

kkpoon

#!/bin/sh

apt-get -y update

apt-get -y install git curl autoconf libx11-dev \
  libfreetype6-dev libgl1-mesa-dri libglib2.0-dev xorg-dev \
  gperf g++ build-essential cmake virtualenv python-pip \
  libssl1.0-dev libbz2-dev libosmesa6-dev libxmu6 libxmu-dev \
  libglu1-mesa-dev libgles2-mesa-dev libegl1-mesa-dev libdbus-1-dev \
  libharfbuzz-dev ccache clang \

kkpoon

Keybase proof

I hereby claim:

• I am kkpoon on github.
• I am kkpoon (https://keybase.io/kkpoon) on keybase.
• I have a public key ASAo-rVblJbbmKStvrsKjDZMX_ALAMRXc0TaKVGj0G71UQo

To claim this, I am signing this object:

kkpoon

FROM centos:7

RUN mkdir -p /opt/oracle

WORKDIR /opt/oracle

RUN yum install -y https://centos7.iuscommunity.org/ius-release.rpm

RUN yum update -y && \
    yum install -y unzip libaio python36u python36u-pip && \

kkpoon

package main

import "fmt"

func sum(id int, c <-chan int) {
	for num := range c {
		fmt.Printf("%d %d\n", id, num)
	}
}

kkpoon

# git tab completion (homebrew)
if [ -f `brew --prefix`/etc/bash_completion.d/git-completion.bash ]; then
    . `brew --prefix`/etc/bash_completion.d/git-completion.bash
fi

if [ -f `brew --prefix`/etc/bash_completion.d/git-prompt.sh ]; then
    . `brew --prefix`/etc/bash_completion.d/git-prompt.sh
    GIT_PS1_SHOWDIRTYSTATE=true
    export PS1='\u:\W$(__git_ps1 " (%s)") \$ '
fi

kkpoon

iPhone :: String -> String
iPhone "7" = "就是七"
iPhone _ = "Poor guy"

main = do
    putStrLn "What is your iPhone model?"
    model <- getLine
    putStrLn $ iPhone model

kkpoon

import Cycle from '@cycle/core';
import {makeDOMDriver, div, label, input, hr, h1, button} from '@cycle/dom';
import {makeHTTPDriver} from '@cycle/http';
import Rx from 'rx';

function main({DOM, HTTP}) {
  const username$ = DOM.select('.username')
    .events('input')
    .map(ev => ev.target.value)
    .startWith("");