April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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546
에이전트 시대의 AI 시스템 설계
표
9-1
GPT
-
4o
-
mini
의 응답으로 생성한 판다스 데이터프레임
billed
_
amount tax tip paid
_
amount confidence
312
.
32 28
.
76 60
.
0 401
.
08 0
.
962668
312
.
32 28
.
76 60
.
0 400
.
00 0
.
551552
312
.
32 28
.
76 60
.
0 400
.
08 0
.
562172
312
.
21 28
.
84 50
.
0 391
.
05 0
.
172516
312
.
43 28
.
80 60
.
0 401
.
23 0
.
170295
300
.
00 27
.
63 60
.
0 387
.
63 0
.
999290
마지막
confidence
열을 보면 결측값이 없는, 따라서
LLM
이 수치를 채워 넣지 않은 두 행
에서만 확신도가 높다.
LLM
이 값 하나를 채워 넣어야 했던 두 행의 확신도는 중간 정도 (약
0
.
55
)이고, 값 두 개를 채운 두 행의 확신도는 아주 낮다 (
0
.
17
).
이 확신도 값들만 봐도 파싱된 테이블의 어떤 행에 문제가 있는지 식별할 수 있다. 실제로
paid
_
amount
의 체크섬 오류를 계산해 보면 오류가 없는 행은 신뢰도가
0
.
9
이상이다. 이 예
제의 시나리오는 비교적 단순했지만, 수천 개의 토큰이 제약된 방식으로 생성되는 복잡한 체인
이라도 이처럼
LLM
자체의 확신도 점수를 이용해서 잠재적으로 문제가 있는 ...
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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.