April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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549
9
장
안전장치 설정
9.4.2
해법
가드레일
패턴을 사용하면 기초 모델과 입력, 출력, 지식 베이스, 도구 간의 대화 흐름 중 다양
한 지점에서 포괄적인 보호를 제공하는 가드레일 계층을 구현할 수 있다 (그림
9
-
7
).
사용자
프롬프트
입력
가드레일
검색
가드레일
지식 베이스
실행
가드레일
도구
출력
가드레일
응답기초 모델
그림
9-7
가드레일은
LLM
으로 들어오고 나가는 모든 입력과 출력을 보호하기 위해 삽입되는 계층이다.
가드레일에는 모델로 들어가는 정보를 전처리하는 과정과 모델의 출력을 후처리하는 과정이
관여한다. 이 처리 과정들에서 입력이나 출력의 오류를 수정하거나 아예 거부·삭제하는 작업
이 수행된다.
미리 구축된 가드레일
일부
LLM
은 다양한 안전 기능이 내장되어 있으며, 그 안전 기능들을 켜고 끄는
API
도 제공한
다. 예를 들어 다음 코드는 제미나이에서 혐오 발언
hate
speech
의 생성을 방지하는 방법을 보여
준다.
response = client.models.generate_content(
model="gemini-2.5-flash",
contents=[prompt, media, ...],
config=types.GenerateContentConfig(
550
에이전트 시대의 AI 시스템 설계
safety_settings=[
types.SafetySetting( ...
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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.