January 2026
Intermediate
404 pages
7h 22m
Korean
Content preview from AI 에이전트 엔지니어링
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127
5
장
오케스트레이션
오케스트레이션
5
CHAPTER
이제 에이전트가 사용할 수 있는 도구 모음을 갖추었으므로 실제 과제를 해결하기 위한 오케스
트레이션을 수행할 차례입니다. 오케스트레이션은 단순히 어떤 도구를 언제 호출할지 결정하
는 것을 넘어 각 모델 호출
model
invocation
에 적합한 컨텍스트를 구성해 효과적이고 근거 있는 행
동을 유도하는 과정을 포함합니다. 단순한 작업은 하나의 도구와 최소한의 컨텍스트만으로 충
분하지만 복잡한 워크플로는 각 단계를 정확하게 수행하기 위해 정교한 계획, 메모리 검색, 동
적 컨텍스트 조합이 필요합니다. 이 장에서는 오케스트레이션 전략, 컨텍스트 엔지니어링, 도
구 선택, 실행, 계획 구조를 다루며 현실적인 다단계 과제를 효율적이고 안정적으로 처리할 수
있는 에이전트를 설계하는 방법을 살펴봅니다. [그림
5
-
1
]에서 보듯 오케스트레이션은 시스템
이 보유한 리소스를 활용해 사용자 요청을 효과적으로 처리하도록 하는 핵심 로직입니다.
그림
5-1
오케스트레이션은 사용자 요청을 처리하는 파운데이션 모델, 추가 정보를 검색하는 외부 및 로컬 도구, 다양한
데이터베이스 호출을 중심에서 제어하는 로직입니다.
사용자 쿼리 오케스트레이션 외부 도구
로컬 도구
파운데이션 모델
데이터베이스
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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.