April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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418
에이전트 시대의 AI 시스템 설계
답변: 오늘 밤에 비가 올 것입니다. 기온은 섭씨 20도 부근입니다.
질문:
"""
...
agent = create_react_agent(
"anthropic:claude-3-7-sonnet-latest",
client.get_tools(),
prompt = system_message
)
7.1.4
고려사항
도구 호출이 제대로 작동하려면
LLM
이 도구를 호출해야 한다고 판단해야 하며, 도구 호출을
위한 정보도 정확히 생성해야 한다. 비결정론적인
LLM
이 이를 항상 제대로 해낸다는 보장은
없다. 하지만 신뢰성을 높이는 방법이 몇 가지 있다.
MCP
는 인기 프로토콜로 자리잡았지만,
이 글을 쓰는 현재 몇 가지 한계가 존재한다. 또한, 도구 호출은 애플리케이션을 적대적 공격에
더 취약하게 만든다.
신뢰성 향상
도구 호출은 모델이 도구 호출을 위한 토큰들을 얼마나 잘 생성해 내느냐에 달려 있으므로, 명
확하고 상세한 함수 이름과 인수 설명을 제공해서 모델을 도와주어야 한다. 각 함수를 언제 사
용해야 하는지에 관한 정책 (예: 항공편을 검색할 때와 예약할 때의 구분, 검색 결과 유효 기간
등)을 시스템 프롬프트에 포함하는 것이 바람직하다. 또한
문법
패턴을 활용할 수 있도록 유효
한 입력 예시 (이를테면 항공편 코드
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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.