April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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483
8
장
제약 조건 해결
*5* 프롬프트 캐싱은 AI 응답을 최적화하는 데 어떻게 도움이 되는가? 100단어 미만으로
설명하라.
*6* AI 프레임워크에서 프롬프트 캐싱의 목적과 이점을 요약해(100단어 제한).
*7* 대규모 언어 모델에서 프롬프트 캐싱은 어떤 문제를 해결하는가? 답변은 100단어 미
만으로.
*8* AI 시스템에서 프롬프트 캐싱의 메커니즘과 장점을 간략하게 설명하세요(최대 100단
어).
*9* 100단어 이내로 프롬프트 캐싱과 효율적인 AI 처리에서의 역할을 서술하라.
*10* AI의 프롬프트 캐싱 구현을 기술적으로 설명해 주세요. 짧게 부탁합니다(100단어 이
하).
확장성을 위해서는
KV
데이터베이스를 이용해서 여러 클라이언트가 동일한 캐시를 공유하게
할 수도 있다. 더 나아가서, 한 사용자의 정보가 다른 사용자에게 유출되지 않도록 사용자별로
캐시를 만드는 것도 고려해야 한다.
이 예제의 전체 코드는 깃허브 저장소의
semantic
_
cache
.
py
파일에 있다.
8.2.4
고려사항
기초 모델이 서버 쪽 프롬프트 캐싱과 대규모 컨텍스트 창을 모두 지원한다면
RAG
가 필요 없
을 수 있다. 제
3
장의 §
3
.
1
“기본
RAG
”에 있는
RAG
대 대규모 컨텍스트 창
컬럼과 이 접근법을
시연하는 깃허브 저장소 파이썬 노트북 (
large
_
context
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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.