December 2024
Beginner to intermediate
320 pages
7h 25m
Korean
Content preview from GPT API를 활용한 인공지능 앱 개발(2판)
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231
4
장
GPT-4o 및 챗GPT 활용 고급 기법
는 점을 느꼈을 것입니다. 단어나 문장의 순서, 심지어 구두점을 바꾸는 정도로도 결과에 큰 영
향을 미칩니다. 이를 관리하려면 두 가지 전략을 결합해야 합니다.
●
프롬프트 추적 : 깃 같은 버전 관리 시스템이나 데이터베이스, 정 안되면 엑셀 시트를 이용해서라도 프로
젝트의 빌드 단계 동안 프롬프트의 변화를 계속 추적하는 것을 강력히 권장합니다. 애플리케이션 성능이
저하될 경우 이전의 프롬프트로 되돌려야 하기 때문입니다. 프롬프트푸(
https://oreil.ly/WNCh2
)
를 사용해도 좋고,
W
&
B
(
https://bit.ly/4hlvH2S
)와 같은 여러 실험 추적 도구가 지원하는 프롬
프트 버전 관리 도구를 출시했습니다.
●
결과 측정 : 애플리케이션이 복잡해지면 성공 여부를 느낌에만 의존할 수 없습니다. 프롬프트의 성능
을 정량화하고, 설계 중인 솔루션의 사용 사례를 포함하는 다양한 시나리오로 벤치마크 테스트를 실
행해야 합니다. 정확성, 관련성, 일관성, 창의성, 완전성 등을 기준으로 지표를 정의하세요. 라가스
ragas
(
https://oreil.ly/WZUHL
)는 이와 같은 상황에서 사용하기 좋습니다. 프롬프트뿐만 아니라 검
색, 생성, 종단 간 평가,
RAG
중심 지표 등 다양한 지표를 제공합니다.
4.5.2
비결정성
오픈
AI
API
호출에 결정성을 보장할 방법은 아직 없습니다(
2024
년
11
월).
2
장에서 보았듯
이,
top
_
p
와
temperature
매개변수를
0
으로 설정하면
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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.