이 과정에서는 AI 할루시네이션을 완화하는 BigQuery의 검색 증강 생성(RAG) 솔루션을 살펴봅니다. 임베딩 만들기, 벡터 공간 검색, 개선된 응답 생성을 포함한 RAG 워크플로를 소개합니다. 또한 이 과정은 이러한 단계의 배경이 되는 개념을 설명하고 BigQuery를 통한 실질적인 구현 과정을 살펴봅니다. 이 과정을 마친 학습자는 BigQuery와 Gemini 및 임베딩 모델 같은 생성형 AI 모델을 사용하여 자신의 AI 할루시네이션 사용 사례를 해결하는 RAG 파이프라인을 빌드할 수 있게 됩니다.
BigQuery로 임베딩, 벡터 검색, RAG 만들기
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BigQuery에서 임베딩 모델을 사용해 임베딩을 생성합니다.
BigQuery에서 벡터 검색을 수행하고 프로세스를 이해합니다.
BigQuery로 검색 증강 생성(RAG) 파이프라인을 만듭니다.
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