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…

Question

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

• A
  8% (2)
• B
  4% (1)
• C
  4% (1)
• D
  84% (21)

Explanation

Option D is correct because it uses an agent architecture with two purpose-built tools: a SQL tool for querying Delta tables (stock prices) and a web search tool for retrieving up-to-date news articles. The agent routes each part of a query to the appropriate tool and provides the combined results as context to the LLM. Option A is backwards (LLM should not drive data lookup). Option B is a partial solution that does not properly address news retrieval. Option C (storing news in a vector store) cannot provide truly real-time news articles.

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