April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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188
에이전트 시대의 AI 시스템 설계
할 것인가 (또는 둘 다 확장할 것인가 )의 선택지가 있다.
CAUTION
_
번역어 사전에서는 방향성을 추적해야 한다. 일부 동의어는 한쪽으로만 유효하기 때문이다. 예
를 들어 상장지수펀드
exchange
-
traded
fund
(
ETF
)와 인덱스 펀드
index
fund
를 생각해 보자.
ETF
는 인덱스 펀드의 일종
이지만, 인덱스 펀드라고 해서 모두
ETF
인 것은 아니다. 이 문제는 동의어 사전에 대응 관계 정보를 명시적으
로 포함해서 해결할 수 있다.
문맥 기반 검색
기본
RAG
시스템에서 문서를 너무 작은 청크로 분할하면 문맥 정보가 손실된다. 그렇다고 청
크를 너무 크게 하면 임베딩 시 세부 정보가 누락될 수 있다.
문맥 기반 검색
contextual
retrieval
은 너
무 작은 청크에서 발생하는 문맥 손실 문제를 해결하는 한 방법으로, 텍스트 청크를 임베딩하
거나 색인화하기 전에 그 청크에 관한 설명을 추가함으로써 문맥 정보를 보존한다.
예를 들어 기업 재무 보고서를 단순한 방식으로 청킹한다면 다음처럼 다소 뜬금없는 청크가 만
들어지곤 한다.
회사의 손실이 전년 대비 10% 감소했다
문맥 기반 검색에서는 이처럼 아무렇게나 잘린 청크에 이 청크가 속한 섹션이나 문서 전체에
대한 요약을 첨가함으로써 문맥 정보를 보존한다. 다음은 ...
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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.