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GENERATIVE-AI-ENGINEER-ASSOCIATE · Question #73

A Generative AI Engineer has been asked to design an LLM-based application that accomplishes the following business objective: answer employee HR questions using HR PDF documentation. Which set of hig

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Generative AI Application Architecture

Question

A Generative AI Engineer has been asked to design an LLM-based application that accomplishes the following business objective: answer employee HR questions using HR PDF documentation. Which set of high level tasks should the Generative AI Engineer's system perform?

Options

  • ACalculate averaged embeddings for each HR document, compare embeddings to user query to
  • BUse an LLM to summarize HR documentation. Provide summaries of documentation and user
  • CCreate an interaction matrix of historical employee questions and HR documentation. Use ALS to
  • DSplit HR documentation into chunks and embed into a vector store. Use the employee question to

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Topics

#Retrieval Augmented Generation (RAG)#Vector Stores#Document Chunking#Embeddings
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