April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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386
에이전트 시대의 AI 시스템 설계
이 개념을 잘 모르는 경우가 많다. 이 글을 쓰는 현재 생성형
AI
프레임워크 중 의존성 주입을
기본적으로 지원하는 것은 없다.
5
(에이전트 자체가 아니라 ) 에이전트를 위한 프롬프트와 도
구에 대해 의존성 주입을 지원하는 (
https
://
oreil
.
ly
/
Vi8DR
) 파이댄틱이 그나마 제일 근
접하다고 할 수 있다. 앞으로는 상황이 개선되길 바랄 뿐이다.
6.4
패턴
20
: 프롬프트 최적화
생성형
AI
파이프라인의 의존성이 바뀌면 파이프라인에 쓰이는 프롬프트들로 갱신해야 한다.
그런 상황에서 프롬프트들을 체계적으로 갱신하는 한 방법으로
프롬프트 최적화
Prompt
Optimization
패턴이 있다. 이 패턴은 프롬프트들을 예시 데이터셋에 대해 최적화한다.
6.4.1
문제
생성형
AI
애플리케이션을 만들다 보면 다양한 시행착오를 겪기 마련이다. 기초 모델에 입력되
는 것은 대개 텍스트 프롬프트이므로, 애플리케이션의 성능이나 성과를 개선하기 위해 제일 먼
저 시도하는 것은 프롬프트 엔지니어링 혹은 프롬프트 변경이다. 예를 들어 프롬프트를 더 자
세하게 만들거나, 몇 가지 예시를 추가하거나, 지시사항의 순서를 재배치하는 등으로 프롬프트
를 변경해 나가게 된다.
그런데 기초 모델이 바뀌면 (모델 제공업체가 새 버전을 출시하는
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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.