April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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389
6
장
신뢰성 개선
6.4.3
예제
오라일리 책의 뒤표지에 실리는 정보를 개선한다고 하자. 흔히 뒤표지에는 책의 주제와 특
징, 독자가 배울 수 있는 내용과 함께 소위
블러브
blurb
(책의 초안을 검토한 리뷰어들의 짤막
한 추천 또는 칭찬 문구 )가 실린다. 책 소개문은 흔히 책의 저자가 작성한 초안을 바탕으로
하는데, 사실 저자들은 자기 책의 마케팅에 서툴기 마련이다. 그럼 책 소개문을 개선하는 파
이프라인을 구축하는 과정을 살펴보자. 예제의 전체 코드가 원서 깃허브 저장소의
prompt
_
optimization
.
ipynb
파일에 있으니 직접 따라 해 보길 권한다.
파이프라인 생성
제일 먼저 할 일은
DSPy
에 사용할
LLM
을 결정하는 것이다. 파이프라인의 단계마다 다른
LLM
을 사용할 수도 있지만, 간결함을 위해 여기서는 하나의
LLM
을 모든 호출에 사용하기로
한다.
import dspy
lm = dspy.LM("claude-3-7-sonnet-latest",
api_key=os.environ['ANTHROPIC_API_KEY'])
dspy.configure(lm=lm)
예상하겠지만
DSPy
는 모든 주요
LLM
을 지원한다.
책 소개문 개선 파이프라인의 첫 단계는 텍스트(뒤표지의 책 소개문 )에서 블러브를 추출하는
것이다. 이 단계의 입력은 뒤표지 텍스트이고 ...
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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.