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AIF-C01 · Question #202

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

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Submitted by daniela_cl· Mar 30, 2026Applications of Foundation Models

Question

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.)

Options

  • AGeneration of content embeddings
  • BGeneration of embeddings for user queries
  • CCreation of the search index
  • DRetrieval of relevant content
  • EResponse generation for the user

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Topics

#RAG pipeline#embeddings generation#batch processing#search index
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