Hiromu OCHIAI otiai10

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.

I unexpectedly had to quit my previous job and am now in search of a new one. If you are interested in hiring me or have leads, I would very much appreciate it if you could contact me at my ID + gmail.

Past experiences

https://lestrrat.github.io/

During 2000-2019, I worked as a backend software engineer, writing anything from small tools to servers handling billions of requests. Now I focus on writing software with Go. During 2019-2024, I worked as TechPR, acting to promote my employer to the outside engineering community, as well as enabling and otherwise making internal engineers happier. I still wrote code for FOSS, but not for a living.

I have 15+ years experience writing about programming in commercial publishing.

明日の下書き

これはなに

高円寺.dev #3 用の資料 https://koenji.connpass.com/event/160886/
フロントエンド専門じゃない人向けの、フロントエンドの最先端〜やや未来の話です
このレイヤーでは Node.js を使うべき/使うと強いという部分がありますが、他言語を否定しているわけではありません。むしろ他言語でこのアーキテクチャを模倣してほしいという話です。

基本的には良いと思うが、丸括弧を使用すると可読性が下がる気がするので、次のような形に変更してもらいたい。

func Foo[type T](t T) {
  SomeProcess(T)
  AnotherProcess(T)
}

Mastodon API をcURLで叩いてみる

今回実験に使うMastodonインスタンスは自分のインスタンスにしました。多分他のインスタンスでもやり方は同じだと思います。

まずはアプリケーションを登録しないといけないので登録します。

Mastodon APIの叩き方を見て作業します。

環境

三菱東京ＵＦＪ銀行
京都支店 431
普通預金 3241758
落合 展 （オチアイ ヒロム）

	name: Build Artifacts

	on: [push]

	jobs:
	build:

	runs-on: ubuntu-latest

	steps:

	package main

	import (
	"context"
	"errors"
	"fmt"
	"os/signal"
	"syscall"
	"time"

	import * as firebase from 'firebase/app'; // Provides firebase-app.js only
	import 'firebase/auth'; // Not named, just naked

	const app = firebase.initializeApp({ });

	console.log(app.auth()); // auth object
	console.log(app.database()); // undefined

	$ echo -en "message" \| openssl dgst -sha256 -hmac "key" -binary \| base64 \| sed -e 's/+/-/g' -e 's/\//_/g' \| tr -d =
	bp7ym3X__Ft6uuUn1Y_a2y_kLnIZARl2kXNDBl9Y7Uo