December 2024
Beginner to intermediate
320 pages
7h 25m
Korean
Content preview from GPT API를 활용한 인공지능 앱 개발(2판)
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237
5
장
프레임워크로 LLM 기능 높이기
●
프롬프트 : 프롬프트는
LLM
프로그래밍의 새로운 표준이 되고 있습니다. 프롬프트 모듈에는 프롬프트
관리를 돕는 다양한 도구가 포함됩니다.
●
인덱스 : 인덱스 모듈을 사용해
LLM
을 데이터와 결합할 수 있습니다.
●
체인 : 체인 인터페이스는 여러 모델이나 프롬프트를 결합하는 호출을 생성합니다.
●
에이전트 : 에이전트는 사용자 입력을 처리하고, 의사 결정을 내리고, 작업을 수행할 적절한 도구를 선택
할 수 있는 구성 요소입니다. 목적에 맞게 반복해 조정 작업을 할 수 있습니다.
●
메모리 : 메모리 모듈을 사용해야 체인이나 에이전트 호출 간의 상태를 유지할 수 있습니다. 체인과 에이
전트는 상태 비저장형이므로 메모리 기능이 없다면 입력값을 독립적으로 처리해 앞선 대화를 고려한 결
과를 생성하지 못합니다.
랭체인은 다양한
LLM
에 활용할 수 있는 범용적 인터페이스를 제공하며 지원하는 모든 모델은
공식 문서 (
https
://
oreil
.
ly
/
eKgRx
)
31
에서 확인할 수 있습니다. 랭체인은 오픈
AI
와 기타
LLM
관련 솔루션 및 플랫폼 업체를 지원합니다. 연동하는
API
대부분은
API
키가 필요합니
다. 오픈
AI
모델에서는
OPENAI
_
API
_
KEY
환경 변수에 키를 설정해 이 설정을 수행합니다.
5.1.1
랭체인 ...
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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.