April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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211
4
장
지식 추가: 고급
지식 추가: 고급
CHAPTER
4
이번 장의 패턴들은 제
3
장에서 논의한 기본적인
RAG
패턴들을 좀 더 진화시킨 것이다 (그림
3
-
1
). 따라서 아직 제
3
장을 읽지 않았다면 먼저 제
3
장을 읽어서 모든
RAG
용례에 깔린 기초
개념들을 숙지하길 권한다. 이번 장에서는 제
3
장의 논의에 기반해서,
RAG
의 가능한 고급 용
법과 개념을 살펴본다. 이는
RAG
파이프라인의 구성 요소들을 여러분의 용도에 맞게 구현하
는 데 도움이 된다.
4.1
패턴
9
: 색인 인식 검색
기본
RAG
패턴 (제
3
장 패턴
6
)과
의미 기반 색인화
패턴 (제
3
장 패턴
7
)을 개선하는 한 가지
방법은 청크들에 담긴 텍스트가 무엇에 관한 내용인지 그리고 그 청크들이 어떤 식으로 색인화
되었는지에 관한 정보를 검색 및 생성에 활용하는 것이다. 이
색인 인식 검색
Index
-
aware
retrieval
패
턴을 구성하는 요소 중 어떤 것을 여러분의 애플리케이션에 통합할 것인지는 콘텐츠의 유형에
따라 달라진다.
4.1.1
문제
RAG
에는 두 가지 가정이 깔려 있다. (
1
) 지식 베이스에서 사용자의 질문(쿼리 )과 비슷한 청
212
에이전트 시대의 AI 시스템 설계
크들을 검색할 수 있으며 (
2
) 검색한 청크들을 근거로 삼아서(‘그라운딩’) 답변을 생성할 수
있다는 가정들이다. ...
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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.