December 2024
Beginner to intermediate
320 pages
7h 25m
Korean
Content preview from GPT API를 활용한 인공지능 앱 개발(2판)
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118
GPT API를 활용한 인공지능 앱 개발(2판)
3.3
LLM
기반 애플리케이션의 능력
애플리케이션에
GPT
모델같은
LLM
을 결합해 여러 능력을 더할 수 있습니다.
3.3.1
대화 능력
[그림
3
-
2
]에서 볼 수 있듯이, 이 솔루션에서는 사용자가 당신이 만든 인터페이스를 통해
GPT
모델에 직접 액세스할 수 있습니다. 사용자는 챗
GPT
와 대화하는 것과 비슷하게 당신이 만든
시스템과 대화합니다. 이 솔루션을 필요에 맞게 만들려면 미리 특정 프롬프트를 입력하거나 파
인 튜닝한 모델을 만들어야 합니다.
LLM
출력
유저 입력
GPT
모델
그림
3-2
사용자와
GPT
모델 간의 흐름
예를 들어 리옹에 찾아온 관광객을 위한 가이드를 만든다면 다음과 같은 초기 프롬프트를 입력
할 수 있습니다.
당신은 리옹을 방문하는 관광객을 돕는 도우미입니다. 질문에 최대한 성실히 답변하고, 지역 명소, 추
천 식사 메뉴, 교통 정보에 대해 유용한 정보를 제공하세요.
시스템 메시지는
API
에 전송되는 첫 번째 메시지입니다. 다음 메시지부터는 사용자와
LLM
의
대화를 전송할 수 있습니다. 모델의 대화 능력을 활용하면 필요에 따라 조정하고 출력을 맞춤
설정할 수 있습니다. 이때 세 가지 주의 사항이 있습니다.
●
프롬프트 엔지니어링 : 챗봇이 주목적을 잊지 않도록 합니다.
●
가드레일 : 할루시네이션과 ...
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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.