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프로토타입에서 프로덕션까지 LLM 기반 애플리케이션을 구축하는 종합 가이드. 프롬프트 엔지니어링, RAG 아키텍처, 툴 사용, 스트리밍, 평가, 비용 최적화, 그리고 실전 AI 애플리케이션을 위한 배포 패턴을 다룹니다.
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- Published on
CKAD(Certified Kubernetes Application Developer) 자격증 시험 대비 실전 연습 문제 55개와 실기 시뮬레이션 10개를 제공합니다. 애플리케이션 설계, 배포, 관측 가능성, 설정/보안, 네트워킹 전 도메인을 커버합니다.- Published on
LLM API를 활용해 실제 애플리케이션을 개발하는 완전 실전 가이드. OpenAI, Anthropic Claude, Google Gemini API 활용법, 스트리밍, 함수 호출, 구조화된 출력, 비용 최적화, 그리고 프로덕션 베스트 프랙티스까지 상세히 다룹니다.