April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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427
7
장
에이전트의 행동 능력 활성화
했다 (
2025
,
https
://
arxiv
.
org
/
abs
/
2503
.
01245
). 천
Chen
등의
HumanEval
(
2021
,
https
://
oreil
.
ly
/
kp3Dz
)은 코드 생성 능력을 평가하는 표준 벤치마크가 되었다.
클로드는 아키텍처 다이어그램과 순서도를 생성하기 위해 중간 형식으로 머메이드 코드를 사
용한다 (
https
://
oreil
.
ly
/
wbWjo
). 제미나이는 재무 분석 작업을 요청받으면 판다스
Pandas
코드를 생성한다 (
https
://
oreil
.
ly
/
32JVC
).
7.3
패턴
23
: 다중 에이전트 협업
다중 에이전트 협업
Multiagent
Collaboration
패턴은 둘 이상의 특화된 단일 목적 에이전트를 인간 조직
구조를 모방한 방식으로 조직해서 현실 세계의 문제를 해결한다. 이를 통해 단일
LLM
호출의
한계를 뛰어넘을 수 있다.
7.3.1
문제
도구 호출
(패턴
21
),
코드 실행
(패턴
22
),
사고 연쇄
(패턴
13
),
성찰
(패턴
18
) 같은 패턴들은
생성형
AI
애플리케이션이 단순히 사용자 쿼리에 응답하는 수동적인 수준에서 벗어나게 한다.
하지만 단지 그 수준에서 ‘벗어나는’ 것만으로는 부족하다. 실제 애플리케이션은 훨씬 더 높은
수준을 요구할 때가 많다. 이 점을 좀 더 자세히 살펴보자.
이상적인
AI
에이전트라면 서로 다른 도구가 필요한 다단계 작업을 처리하고, 긴 대화가 이어져
도 맥락을 놓치지 않아야 한다. 또한 사용자 선호도에 맞춰 적응하고 상황을 스스로 판단하여, ...
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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.