April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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522
에이전트 시대의 AI 시스템 설계
되어야 제대로 작동한다. 저장은 비용이 그리 많이 들지 않지만, 관련 메시지를 검색하는 데는
상당한 지연시간이 추가될 수 있다. 캐시 실패로 인한 기억 오류는 문제 해결도 꽤 어렵다. 따
라서 메시지를 있는 그대로 저장하는 대신, 메시지에서 기억할 만한 정보를 추출해서 저장하는
편이 낫다. 기억 항목이 더 적고 좀 더 결정론적으로 검색될 수 있기 때문이다.
8.5.5
참고문헌
앞에서 언급한 네 가지 기억 유형은 서머스
Sumers
등이 소개했다 (
2023
,
https
://
arxiv
.
org
/
abs
/
2309
.
02427
). 왕
Wang
등은
LLM
을 장기 기억으로 증강하기 위한 잠재 공간
latent
-
space
접
근법을 제안했다(
2023
,
https
://
arxiv
.
org
/
abs
/
2306
.
07174
). 이들은 원본
LLM
을 변
경하지 않은 채 적응적 잔차
adaptive
residual
보조 네트워크를 메모리 공동 검색기
co
-
retriever
로 사용
했다. 집필 시점을 기준으로 메모리 관리 분야에서 가장 앞선 기술은 치카라 등이 개발한 확장
가능한 멤제로 접근법 (
2025
,
https
://
arxiv
.
org
/
abs
/
2504
.
19413
)이다. 이 접근법은 라
벨이 지정된 그래프에서 정보를 동적으로 추출하고 갱신한다.
RevisionDojo
는 개인화된 튜터링 제품에서 이전 작업을 참조하고, 설명을 커스텀화하고, 난
이도를 동적으로 조정하는 용도로 멤제로를 사용한다 (
https
://
oreil
.
ly
/
EYNuW ...
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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.