Deconstructing an LLM's Tool Invocation
A Large Language Model is asked to find the volume of a rectangular box with dimensions 7cm x 5cm x 3cm. As part of its reasoning process, it generates the following string: {tool: calculator, expression: 7 * 5 * 3}. Analyze this string by identifying its two main key-value pairs and explaining the specific purpose of each one in directing the model's action.
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
Analysis in Bloom's Taxonomy
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Step 2: Converting Volume to Liters Using a Tool
An LLM is tasked with finding the volume of a rectangular fish tank that is 1.5 meters long, 0.5 meters wide, and 0.6 meters high. To perform the calculation accurately, it needs to format the operation for an external computational tool. Which of the following represents the correct tool invocation string for this calculation?
Deconstructing an LLM's Tool Invocation
An LLM is tasked with calculating the volume of a box with dimensions 12 cm, 5 cm, and 3 cm. It generates the following string to call an external tool:
Volume = {tool: calculator, 12 * 5 * 3}. Why will this tool invocation fail?