April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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94
에이전트 시대의 AI 시스템 설계
response = client.models.generate_content(
model='gemini-2.0-flash',
contents=[f"이미지에 담긴 영수증을 파싱하세요.", image],
config={
'response_mime_type': 'application/json',
'response_schema': Receipt,
},
)
응답 자체는 여전히 문자열이며
JSON
형식이다. 데이터클래스 객체는
JSON
의 구조를 지정
하는 데만 쓰인다. 파이썬의
JSON
파싱 라이브러리를 사용하면 응답
JSON
텍스트를 파싱해
서 해당
dataclass
타입의 객체를 얻을 수 있다.
import json
data_obj = json.loads(
response.text,
object_hook=lambda args: Receipt(**args)
)
이 예에서 보듯이 파이썬 데이터클래스는 생성형
AI
모델 출력의 스타일을 유연하고도 강력하
게 제약하는 수단으로 유용하다. 이 옵션의 경우
로짓 마스킹
패턴을 적용해서 구조적 출력 기
능을 구현하는 것은 모델 제공자의 몫이다. 모델 제공자는 서버 측에서 스키마나 데이터클래스
를 적절한 규칙 또는 로직으로 변환해서 로짓들을 처리한다 (그림
2
-
4
).
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and much more.
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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.