April 2026
Intermediate
348 pages
8h 22m
Korean
Content preview from 그림으로 배우는 생성형 AI
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2715
장 생성형 AI 애플리케이션의 아키텍처
5.4.2 조립 및 재구성
조립 및 재구성
assembled
reformat
의 기본 아이디어는 사전 생
성을 활용하고
LLM
은 추출과 요약에만 사용함으로써
동적 생성 콘텐츠의 위험을 줄이는 것입니다
.
추출과
요약은
‘
실시간
’
으로 수행해도 위험이 낮은 작업이니
까요
.
기계 부품을 제조하는 회사에서 제품 카탈로그의 웹
버전을 만든다고 합시다
.
즉
,
카탈로그의 각 부품에
대해 웹페이지를 만들어야 하는데요
.
이 활용 사례에
서는 정확성이 중요합니다
.
내열성이 없는 제품에 대
해 내열성이 있다고 주장하는 웹페이지가 만들어지면
곤란하니까요
.
또한
LLM
이 부품 설치에 필요한 도구
를 환각으로 지어내는 것도 피해야 합니다
.
각 부품의 속성에 대한 정보가 데이터베이스에 저장
되어 있다고 할 때
,
한 가지 간단한 접근법은
LLM
을
사용해서 각 속성에 대한 콘텐츠를 생성하는 것입니
다
.
사전 생성 템플릿 패턴에서처럼
LLM
이 생성한 콘
텐츠를 콘텐츠 관리 시스템
content
management
system
(
CMS
)
에 저장하기 전에 사람이 검토하는 것이 중요합니다
.
다음은
LLM
을 이용해서 부품에 대한 설명을 생성하
는 예입니다
(
전체 코드는
architectural_patterns.
ipynb
의 섹션
5
에 있습니다
).
prompt_template ...
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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.