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Agentic Decision-Making for Complex Queries
Analyze the decision-making process a language model system, operating from an 'agentic' viewpoint, would undertake to answer the user query below. Describe the distinct external operations the agent would need to initiate, the logical order of these operations, and how it would use their outputs to construct the context needed for the final answer.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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Agentic Decision-Making for Complex Queries
Analyzing the Agent's Role in Context Generation
A user asks a language model system, 'What is the current stock price of Company X multiplied by the number of employees they had in 2022?' To answer, the system first calls a stock price API for the current price, then queries an internal database for the 2022 employee count, and finally performs the multiplication. From the agentic perspective, what is the primary role demonstrated by the system in this process?