December 2024
Beginner to intermediate
320 pages
7h 25m
Korean
Content preview from GPT API를 활용한 인공지능 앱 개발(2판)
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173
4
장
GPT-4o 및 챗GPT 활용 고급 기법
프롬프트 엔지니어링
prompt
engineering
은 프로그래밍의 한 방식으로,
LLM
이 최대한 적합한 출력을
생성할 수 있도록, 최적의 입력 형태와 사례를 개발하는 데 중점을 둔 새로운 분야입니다.
AI
엔지니어가 애플리케이션에 활용할 수 있는 결과를 얻으려면
AI
와 상호작용하는 방법, 올바르
게 질문하는 방법, 양질의 프롬프트를 작성하는 방법 등 이 절에서 다룰 모든 주제를 알아야 합
니다.
프롬프트 엔지니어링은 오픈
AI
API
사용료에 영향을 줄 수 있다는 점에 유의하세요.
API
사용
료는 오픈
AI
와 주고받는 토큰 개수에 비례합니다.
2
장에서 언급했듯이
max
_
tokens
매개변수
를 사용해서 사용료를 미리 계산하는 편이 좋습니다.
또한
temperature
,
top
_
p
,
max
_
tokens
와 같은 매개변수를 사용하면 같은 프롬프트로 상당
히 다른 결과를 얻을 수 있으므로
openai
메서드가 사용하는 다양한 매개변수를 고려해야 합
니다.
오픈
AI
가 프롬프트 엔지니어링에 관한 가이드 (
https
://
oreil
.
ly
/
Un6uL
)를 발표했습니
다. 꼭 읽어 보시기를 추천합니다. 다음 절에서는 프롬프트 디자인을 개선하는 다양한 전략을
소개합니다.
4.1.1
효과적인 프롬프트 설계
모든 작업에서 일반적으로 [그림 ...
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and much more.
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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.