April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
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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.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.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.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.
260
그림으로 배우는 생성형 AI
않는 경우에만 프런티어 모델로 업그레이드하는 방식을 추천합니다
.
5.2 창의성과 위험의 균형 맞추기
LLM
을 단순히 텍스트
-
텍스트
(
또는 텍스트
-
이미지
/
오디오
/
동영상
)
변환용
API
의 하나로 취급하는 아키
텍처로 애플리케이션을 구현한다면
,
위험
,
비용
,
지
연시간 측면에서
‘
엔지니어링이 부족한
’
애플리케이
션이 만들어지기 쉽습니다
.
그렇다고 반대 극단으로
치우쳐서 매번
LLM
을 미세조정하고 가드레일을 추
가하는
‘
과잉 엔지니어링
overengineering
’
도 해결책은 아니
지요
.
모든 엔지니어링 프로젝트가 그렇듯이
,
목표는
각 활용 사례의 특성에 맞게 복잡성
,
목적 적합성
,
위
험
,
비용
,
지연시간의 적절한 균형을 찾는 것입니다
.
그림
5 - 5
생성형
AI
애플리케이션에 적합한 아키텍처 선택
(애플리케이션이 요구하는)
(환각, 부정확성, 독성 등에 따른 엔지니어링 복잡성)
매번 생성
모델 미세조정
응답 또는
프롬프트 캐싱
사전 생성된
템플릿
ML로
템플릿 선택
가드레일
안에서 생성
SLM
(소규모 언어 모델)
조립 및 재구성
일반적인 활용 사례:
조직 내부 사용자를 위한
상호작용 애플리케이션
일반적인 활용 사례:
개인화된 콘텐츠
일반적인 활용 사례:
내부 사용자를 위한
단일 턴 애플리케이션
일반적인 활용 사례:
개인화된 커뮤니케이션
일반적인 활용 사례: ...
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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.