Databricks Certified Generative AI Engineer - Associate
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A Generative AI Engineer is building an agent-based LLM system for a monster truck team. The system needs to handle text-based questions about the team, perform API calls to look up event dates, and query database tables for the latest standings.
What is the optimal design approach for integrating these capabilities into the system?
A
Ingest PDF documents about the monster truck team into a vector store and query it in a RAG architecture.
B
Write a system prompt for the agent listing available tools and bundle it into an agent system that runs a number of calls to solve a query.
C
Instruct the LLM to respond with “RAG”, “API”, or “TABLE” depending on the query, then use text parsing and conditional statements to resolve the query.
D
Build a system prompt with all possible event dates and table information in the system prompt. Use a RAG architecture to lookup generic text questions and otherwise leverage the information in the system prompt.