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GENERATIVE-AI-ENGINEER-ASSOCIATE · Question #76

A Generative AI Engineer is creating an LLM-powered application that will need access to up-to- date news articles and stock prices. The design requires the use of stock prices which are stored in Del

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LLM Application Architecture

Question

A Generative AI Engineer is creating an LLM-powered application that will need access to up-to- date news articles and stock prices. The design requires the use of stock prices which are stored in Delta tables and finding the latest relevant news articles by searching the internet. How should the Generative AI Engineer architect their LLM system?

Options

  • AUse an LLM to summarize the latest news articles and lookup stock tickers from the summaries to
  • BQuery the Delta table for volatile stock prices and use an LLM to generate a search query to
  • CDownload and store news articles and stock price information in a vector store. Use a RAG
  • DCreate an agent with tools for SQL querying of Delta tables and web searching, provide retrieved

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Topics

#LLM Agents#Tool Use#External Data Integration#Delta Lake
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