April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.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.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.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.
327
5
장
모델 능력 확장
return {
"messages": [
{
"role": "system",
"content": [{"type": "text", "text": system_message}],
},
{
"role": "user",
"content": [
{
"type": "text",
"text": user_prompt,
},
{
"type": "image",
"image": image_filename
},
],
},
],
}
이번에는 어시스턴트 메시지가 없음을 주목하자. 지금은 훈련이 아니라 실제 실행이므로, 어시
스턴트 메시지는 모델이 생성할 출력 (캡션 )이다.
훈련 데이터셋에 없는 [그림
5
-
12
]의 테스트 이미지에 대해 이 작업을 수행한 결과 다음과 같
은 캡션이 생성되었다.
복강 내 종괴의 크기와 밀도를 보여 주는 복부 CT 스캔.
이 캡션은 간결하며, 이미지에 묘사된 해부학적 세부사항에 초점을 맞추고 있다. 이는 우리가
모델을 미세조정할 때 사용한 캡션 데이터셋을 바탕으로 기대했던 바와 정확히 일치한다.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.