nansystem

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.

nansystem

[Console]::OutputEncoding = [System.Text.Encoding]::UTF8

# default value
#	127.0.0.1       localhost
#	::1             localhost

# 1. WSL2 の IP を取得（最初の1つだけ）
$wsl_ip = wsl sh -c "hostname -I | cut -d' ' -f1" | Out-String | ForEach-Object {
    $_.Trim()
}

nansystem

#!/bin/bash

source "$(dirname "$0")/_local-hook-exec"
declare FILES=$(git diff --cached --name-only --diff-filter=ACMR | sed 's| |\\ |g')
[ -z "$FILES" ] && exit 0
echo "  ▶ Checking for credentials using secretlint..."
declare TEMPDIR=$(mktemp -d)
trap 'rm -rf -- "$TEMPDIR"' EXIT

# Secretlint all staged files

nansystem

[mysqld]
server-id=1

# https://gist.github.com/fevangelou/fb72f36bbe333e059b66
datadir                         = /var/lib/mysql

# よく使われるログの種類
# ログの種類　　ログの内容
# error       サーバーから出力されるエラーメッセージ
# slow query  処理に時間のかかったクエリ

nansystem

https://github.com/akirakoyasu/docker-scraping

docker-compose run --rm scraping app/scraping/by_chromedriver.py

-- Prerequisites

-- install docker in ubuntu14.04
-- https://docs.docker.com/engine/installation/linux/docker-ce/ubuntu/#supported-storage-drivers
-- https://docs.docker.com/engine/installation/linux/docker-ce/ubuntu/#install-docker-ce