April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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238
에이전트 시대의 AI 시스템 설계
방법을 제시했다 (
2023
,
https
://
arxiv
.
org
/
abs
/
2310
.
08319
). 수라프 베르마
Sourav
Verma
는 문맥 압축 기법과 그 이점을 검토했다(
2024
,
https
://
arxiv
.
org
/
abs
/
2409
.
13385
).
천
Chen
등은
RAG
오류의 원인으로 만연한 중의성을 지적하고, 개체 중의성 해소 접근법들을
평가하기 위한 벤치마크를 제안했다 (
2021
,
https
://
arxiv
.
org
/
abs
/
2106
.
06830
).
Bench
.
io
(
http
://
bench
.
io
)는 쿼리의 맥락이 좀 더 잘 반영된 결과를 생성할 수 있도록
쿼리를 확장하는 기능을 제공한다.
2
4.3
패턴
11
: 신뢰할 수 있는 생성
신뢰할 수 있는 생성
Trustworthy
Generation
은
RAG
시스템이 생성하는 답변의 신뢰도를 높이기 위한
일련의 기법을 아우르는 패턴이다.
4.3.1
문제점
생성형
AI
기반 애플리케이션이 사용자가 신뢰할 만한 답변을 내놓게 하는 기본적인 방법은
RAG
를 이용하는 것, 즉 문서 저장소에서 검색한 정보에 근거해서 답변을 생성하는 것이지만,
다음과 같은 문제들 때문에 항상 잘 작동하지는 않는다.
검색 실패
질문과 무관한 문서가 검색되거나, 질문에 포괄적으로 답하는 데 필요한 핵심 정보를
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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.