October 2025
Intermediate
424 pages
10h 19m
Korean
Content preview from 실무로 통하는 LLM 애플리케이션 설계
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325
10
장
LLM과 외부 도구의 인터페이스
구조
미리 결정된 요약의 구조 (섹션과 하위 섹션)를 명시했다면, 요약에 원하는 섹션과 하위 섹션 제목이 있는지
확인해 구조가 준수되었는지 쉽게 식별할 수 있습니다. 또한 임베딩 유사성 기법으로 섹션과 하위 섹션의 내
용이 각각의 제목에 적합한지 검증할 수 있습니다.
형식
내용이 적절한 형식인지 확인합니다. 예를 들어 글머리 기호 목록인지, 유효한
JSON
객체인지 확인합니다.
순서
원하는 순서는 시간순, 알파벳순, 도메인/작업별 순서일 수 있습니다. 시간순이어야 한다면 요약에서 날짜를
추출하고 요약이 시간순으로 정렬되었는지 확인해 검증할 수 있습니다. 순서 요구 사항이 더 복잡하다면 순
서 준수 검증은 극히 어려운 작업이 될 수 있습니다.
TIP
검증 프로세스가 요약 모델보다 엄격하고 더 나을 것이라고 기대하지 마세요. 그렇다면 검증 프로세스를 사용
해 요약을 생성할 수 있었을 것입니다.
SAT
(불리언 충족 가능성
boolean
satisfiability
)
25
솔버와 논리 플래너와 같은 심볼릭 검증기도 배포
할 수 있습니다. 이런 검증은 이 책의 범위를 넘어섭니다.
연습 문제 ●●●
이전 연습 문제에서 살펴본 작업(캐나다 의회 회의록 질의응답 어시스턴트)과 관련해, 식별한 각
기준에 대한 검증 모듈을 어떻게 구축할까요? ...
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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.