December 2024
Beginner to intermediate
320 pages
7h 25m
Korean
Content preview from GPT API를 활용한 인공지능 앱 개발(2판)
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311
부록
C
용어 사전
LSTM(Long short-term memory)
시계열 데이터의 단기 및 장기 의존성을 처리하도록 설계된 순환 신경망 아키텍처입니다.
LSTM
은
GPT
모델과 같은 최신 트랜스포머 기반
LLM
에서는 활용되지 않습니다.
OpenAPI
단어 그대로 개방된
API
를 뜻하며,
API
활용 체계에 대한 표준입니다.
OpenAPI
를 사용
자는 추가 문서나 소스 코드에 접근하지 않고도 원격 서비스와 상호작용할 수 있습니다.
스웨거
Swagger
는
API
의 기능, 입력값, 출력값, 그리고 사용 방법을 명확하게 정리한 문서를
자동으로 만들어주는 도구입니다.
TF-IDF
정보 검색에서 문서 내 단어의 상대적 중요성 및 가중치를 부여하는 데 사용되는 방법입니
다. 문서 내 단어의 빈도 (용어 빈도,
TF
)를 계산하고, 모든 문서에서의 희소성 (역문서 빈
도,
IDF
)에 따라 조정해 중요성을 결정합니다.
C.2
도구, 라이브러리, 프레임워크
이 책에서 언급되거나 사용된 유용한 도구, 라이브러리, 프레임워크를 모았습니다.
LLM
과 관
련된 새로운 프로젝트는 계속해서 생성되고 있으며, 여기 언급된 모든 프로젝트의 품질을 보장
하거나 추천하지 않습니다. 하지만 이러한 도구와 경쟁 도구들을 탐구하고 평가하면 애플리케
이션 개발에 큰 도움이 됩니다.
가드레일즈
Guardrails
특정 유형의 위험을 감지하고, 정량화하며, 완화하는 입력 및 출력 가드를 애플리케이션에
서 실행하는 프레임워크입니다.
●
링크:
https://oreil.ly/vnVPC
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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.