April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
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238
그림으로 배우는 생성형 AI
네 가지 패턴으로 구성되는데
,
이들을 이번 절에서 하
나씩 살펴보기로 하지요
.
이 패턴들에 깔린 기반 기술
은 이미 앞에서 다루었으므로
,
패턴의 구현 측면에 초
점을 두고 설명하겠습니다
.
4.7.1 성찰
성찰
reflection
혹은
반영
은 간단히 말해서
LLM
에게 어
떤 작업을 수행하도록 요청한 다음 그 출력물을
LLM
이 스스로 비평하게 하는 것입니다
.
그 비평과 원래
출력물을 통합하여
LLM
에게 작업을 다시 수행하면
좀 더 나은 결과를 얻게 됩니다
.
이 방법을 소개한 연
구자들은 이를 자기 정련
self
-
refinement
이라고 불렀지만
(
https://oreil.ly/xrMXJ
),
요즘은
성찰
또는
자기 성
찰
self
-
reflection
이라고 부르는 경우가 더 많습니다
.
[
그림
4
-
25
]
에 성찰 전략의 개요가 나와 있습니다
.
성찰은 크게 네 단계로 구성되는데
,
단계
1
에서는
LLM
에게 뭔가를 생성하도록 요청합니다
.
이를테면
다음과 같은 프롬프트를 이용해서 기사
article
를 작성하
도록 요청한다고 합시다
.
당신은 여행 전문가이자 아웃도어 가이드입니다.
기내 잡지에 실을 {
location
}의 {
topic
}에 관한 기
사를 작성하세요.
그림
4 - 25
에이전트형 아키텍처의 성찰
사용자 사용자
프롬프트프롬프트
언어적 언어적
피드백
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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.