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AWS AI Practitioner

A publishing company built a Retrieval Augmented Generation (RAG) based solution to give its users the ability to interact with published content. New content is published daily. The company wants to provide a near real-time experience to users. Which steps in the RAG pipeline should the company implement by using offline batch processing to meet these requirements? (Choose two.)

A Generation of content embeddings ✓ Correcta
B Generation of embeddings for user queries
C Creation of the search index ✓ Correcta
D Retrieval of relevant content
E Response generation for the user