A Generative AI Engineer is building an LLM-powered application that requires access to real-time stock prices from Delta tables and the ability to find the latest relevant news articles via internet search. How should they architect the LLM system?

Exam-Like

Use an LLM to summarize the latest news articles and lookup stock tickers from the summaries to find stock prices.

4.3%

Query the Delta table for volatile stock prices and use an LLM to generate a search query to investigate potential causes of the stock volatility.

7.1%

Download and store news articles and stock price information in a vector store. Use a RAG architecture to retrieve and generate at runtime.

4.3%

Create an agent with tools for SQL querying of Delta tables and web searching, provide retrieved values to an LLM for generation of response.

84.3%

Databricks Certified Generative AI Engineer - Associate