April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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505
8
장
제약 조건 해결
8.4.3
예제
이 책 깃허브 저장소의 이 패턴 디렉터리에는
n
명의 사용자가 각각
x
개의 요청을 제출하는
상황을 시뮬레이션하는 기본
LLM
벤치마킹 도구가 있다(
llm
_
benchmark
_
openai
.
py
파
일). 이 도구는 모든 요청의 지속 시간과
TTFT
를 측정하고 전체 지표 통계를 생성한다 (그림
8
-
16
).
LLM
벤치마크 시작
사용자 요청 시작
응답 처리
통계 및 그래프 생성
사용자 작업 생성
(지연시간을 달리해서 차례대로)
그림
8-16
LLM
벤치마킹 작업흐름
구현 코드에는 상용구
boilerplate
코드가 많이 포함되어 있기 때문에 전체 코드를 여기서 제시하지
는 않겠다.
LLM
인퍼런스 구성을 테스트하는 이 벤치마크 도구 ([그림
8
-
14
]와 [그림
8
-
15
]
가 이 도구로 만든 것이다 )에 관심이 있는 독자를 위해 사용법만 간단히 설명하겠다. 필요하다
면 구현 코드를 여러분의 구체적인 용도에 맞게 수정해서 사용해도 좋을 것이다. 다음은 이 도
구를 실행하는 명령이다. 사용자별 요청 수와 사용자 수를 두 옵션으로 지정할 수 있다.
506
에이전트 시대의 ...
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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.