December 2024
Beginner to intermediate
320 pages
7h 25m
Korean
Content preview from GPT API를 활용한 인공지능 앱 개발(2판)
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163
3
장
LLM 기반 애플리케이션 개발
다. 이 방식은 너무 많은
API
호출 없이 오픈
AI
가 간헐적으로 발생하는 요청 실패에
서 회복할 충분한 시간을 줍니다. 오픈
AI
의 예외 목록을 보면, 이 전략은
APIError
,
ServiceUnavailableError
,
Timeout
오류를 해결하는 좋은 방법입니다. 지수 백오
프 전략은 처음부터 구현하거나 기존의 파이썬 라이브러리인
backoff
(
https
://
oreil
.
ly
/
D09wH
) 또는
tenacity
(
https
://
oreil
.
ly
/
hRoM1
)를 사용해 구현할 수 있습니다.
서킷 브레이커 패턴
이 방식은 마틴 파울러가 서킷 브레이커 (
https
://
oreil
.
ly
/
yOrJk
)란 글에서 소개한
패턴으로, 실패할 가능성이 큰 호출에서 리소스를 차단하지 않도록 실패 여부를 감시합
니다. 다양한 구성 요소에서
API
로 고속 요청을 보내는 대규모의 복잡한 시스템에서 특
히 유용합니다. 서킷 브레이커를 구현하는 파이썬 라이브러리로
pybreaker
(
https
://
oreil
.
ly
/_
78Iz
)와
circuitbreaker
(
https
://
oreil
.
ly
/
6qW8L
)등이 있습니다.
몇몇 개발자가
LLM
배포의 가용성 문제를 적극적으로 해결하고 있습니다.
LiteLLM
(
https
://
oreil
.
ly
/
m3jRt
)은 흥미로운 프로젝트가 될 수 있습니다.
5
장에서 랭체인과 관
련 프레임워크, 지수 백오프 전략 등을 소개합니다.
3.7.2
요청 제한
오픈
AI
는 일정 시간 내에 고객이 서비스를 사용할 수 ...
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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.