October 2025
Intermediate
424 pages
10h 19m
Korean
Content preview from 실무로 통하는 LLM 애플리케이션 설계
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305
10
장
LLM과 외부 도구의 인터페이스
출해 해당 날짜에 해당하는
CFO
가 명시적으로 언급된 자료가 있는지 확인합니다.
5
검색
API
에서 유의미한 결과를 얻지 못했다면,
LLM
은 사용 가능한 도구 목록에서 금융
API
를 찾아 해당
API
문서를 컨텍스트에 삽입한 뒤, 애플의
CFO
목록과 재임 기간 정보를 가져오는 코드를 생성해
API
호출을 실행합니다.
6
LLM
은 산술적 추론 능력을 활용해 확보한 날짜에 해당하는
CFO
의 재임 기간을 찾아냅니다.
7
마지막으로 최종 답변을 생성합니다. 사용자가 특정한 출력 형식을 지정했다면 그에 최대한 맞춰 응답을
생성하려고 시도합니다.
구현에 따라 단계의 순서가 약간 달라질 수 있습니다. 예를 들어 데이터 저장소에서 스키마를
검색하지 않고
API
호출이나
SQL
쿼리용 코드를 직접 생성하도록 모델을 파인 튜닝할 수 있
습니다.
주어진 일련의 작업을 수행하려면 모델은 먼저 주어진 작업이 일련의 하위 작업으로 분해되어
야 함을 이해해야 합니다. 이를 작업 분해라고 합니다. 작업 분해와 계획은
LLM
이 직접 수행하
거나 외부 도구로 위임할 수 있습니다.
연습 문제 ●●●
챗
GPT
, 퍼플렉시티, 제미나이와 같이 웹에 접근할 수 있는 검색 기능이 있는
LLM
도구로 애플
CFO
질의를 시도해 보세요. 이 도구들이 정확하게 ...
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and much more.
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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.