April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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267
4
장
지식 추가: 고급
최종 평가 결과에는 적어도 다음 측면들이 포함되어야 한다.
•
유관성
•
포괄성
comprehensiveness
•
정확성 및 사실적 올바름
•
일관성, 논리적 흐름 및 구성
•
출처 정보 품질
•
효율성
또한,
SQL
데이터베이스와 같은 특정 외부 도구를 사용했다면 그 용도에 맞는 지표도 포함해
야 한다.
지표 및 가중치 선택 외에, 질문과 기준 답변
reference
answer
(‘정답’ )으로 구성된 데이터셋도 만들
어야 한다. 그리고 이 기준 답변 (그리고
LLM
으로 생성한 예시 응답들)에 대한 시스템의 평가
점수가 상식적인 수준에서 납득할 만한지도 확인해야 한다. 평가자 역할을 하도록 특별히 훈
련된 모델을 사용할 수도 있다. 예를 들어 패트로너스
AI
Patronus
AI
(
https
://
www
.
patronus
.
ai
)가 그런 모델들을 제공한다.
정보 통합
심층 탐색 시스템에서 평가 다음으로 중요한 측면은 정보의 통합이다. 즉, 시스템이 여러 소스
에 대한 반복 과정에서 얻은 정보를 얼마나 잘 종합해서 일관된 결과물로 만들어 내는지 그리
고 그 과정에서 충돌과 불일치를 얼마나 잘 해결하는지를 확인해야 한다.
§
4
.
2
“패턴
10
, 노드 후처리”에서 논의했듯이, 종합 단계에서는 문서 간 동일 개체 식별
cross
-
document
entity
resolution
을 수행해야 한다. 이는 문서들이 동일한 개체를 동일한 이름으로 지칭하는
지 확인하는 것을 말한다. 또한 종합 단계에서는 중의적인 개체를 식별하는 것 ...
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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.