December 2024
Beginner to intermediate
320 pages
7h 25m
Korean
Content preview from GPT API를 활용한 인공지능 앱 개발(2판)
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280
GPT API를 활용한 인공지능 앱 개발(2판)
6.1
주요 내용
각 장에서 다룬 내용을 살펴보며 요점을 정리하겠습니다.
6.1.1
GPT
모델
GPT
모델을 포함한
LLM
은 설계 구조상 할루시네이션을 일으킵니다. 또한, 모델 학습 과정에
서 발생하는 젠더, 인종과 관련된 편향에도 취약합니다.
LLM
의 출력 방식이 다음에 올 가능성
이 가장 큰 단어를 예측해 생성하기 때문에, 학습된 데이터에 편향이나 정확하지 못한 사실, 혹
은 잘못된 연결이 있다면 모델 성능에도 악영향을 끼칩니다.
오픈
AI
의
GPT
모델 역시 웹상에서 확보한 방대한 데이터를 기반으로 구축됐습니다. 이 모델
은 사용자와의 원활히 상호작용을 하도록 조정됐습니다. 또한 인간의 피드백으로 신뢰할 수 없
거나 위험한 답변을 하지 않도록 추가적인 설정을 거쳤습니다. 사용자가
LLM
을 기반으로 한
애플리케이션을 개발하는 데 큰 도움이 될 것입니다.
6.1.2
오픈
AI
API
오픈
AI
는
API
와 라이브러리를 사용해 모델을 쉽게 활용할 수 있도록 했습니다. 이 책에서는
파이썬 라이브러리
OpenAI
를 사용했습니다. 개발 환경에서 라이브러리로 활용하려면, 오픈
AI
가입 후
API
를 발급받고, 사용에 필요한 크레딧 충전 및 지불을 위한 결제 수단을 설정해야
합니다.
API
키는 절대로 공유해서는 안 되며,
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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.