July 2025
Intermediate to advanced
484 pages
8h 8m
Japanese
book
生成AIのプロンプトエンジニアリング ―信頼できる生成AIの出力を得るための普遍的な入力の原則
by James Phoenix, Mike Taylor, 田村 広平, 大野 真一朗, 砂長谷 健, 土井 健, 大貫 峻平, 石山 将成
Content preview from 生成AIのプロンプトエンジニアリング ―信頼できる生成AIの出力を得るための普遍的な入力の原則
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1章プロンプトの5つの原則
プロンプト（Prompt）とは、ChatGPTやMidjourneyのような生成AIと対話する際に与える入力のことで、通常はテキストです。プロンプトは、モデルが望ましい応答を予測するために使用される、一連の指示としての役割を果たします。プロンプトの応答は、ChatGPTのような大規模言語モデル（Large Language Model：LLM）であればテキストで、Midjourneyのような拡散モデル（Diffusion Model）であれば画像です。
プロンプトエンジニアリング（Prompt Engineering）とは、有用な、あるいは望ましい結果を確実に生み出すプロンプトを発見する過程のことです。
以下は、OpenAIのPrompt examplesの1つである製品名ジェネレーター※1（製品名を生成する役割を与えたChatGPT）を筆者がカスタマイズしたものに対するプロンプトと、その出力結果です。
入力：
Can I have a list of product names for a pair of shoes that can fit any foot size?
どんな足のサイズにも合う靴の製品名のリストをもらえますか？
出力：
Certainly! Here's a list of product names for a pair of shoes that can fit any foot size: UniFit SoleStrides FlexiSize ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.