April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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27
1
장
서론
서론
CHAPTER
1
생성형
AI
generative
AI
(
GenAI
)는 매우 강력하면서도 사용하기 쉽다. 그래서 비전문가도 생성형
AI
를 이용하면 아주 인상적인 애플리케이션의 프로토타입
prototype
(시험용 초기 버전 )을 손쉽게
만들어 낼 수 있다. 하지만 그런 프로토타입을 프로덕션
production
수준으로 끌어올리기란 쉽지
않다. 애초에 생성형
AI
모델을 신뢰하기 어렵기 때문이다. 모델은 환각
hallucination
을 일으키거
나 같은 입력에 다른 답을 내놓는 등 다양한 방식으로 의외의 한계를 드러내는데, 이런 문제점
들은 대부분 생성형
AI
모델의 고유한 훈련 방식에서 기인한 것이라서 피하기 어렵다. 이 책은
생성형
AI
모델 기반의 프로덕션 애플리케이션을 구축할 때 여러분이 마주할 이런 문제점들과
기타 여러 반복되는 문제들에 대한 모범관행과 해법을 담은 설계 패턴들을 소개한다.
1.1
생성형
AI
설계 패턴
소프트웨어 공학에서
설계 패턴
design
pattern
1
은 소프트웨어를 설계하고 개발하는 과정에서 흔히
발생하는 공통의 문제에 대한 ‘검증된 해법
solution
(또는 해결책)’을 가리키는 용어다. 설계 패턴
은 오랜 시간 소프트웨어 개발자들의 집단적인 경험을 통해 발전해 온 표준화된 모범관행
best
practice
을 나타낸다. ...
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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.
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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.