Case Study

Optimizing an AI Travel Itinerary Generator

You are a consultant for a travel tech startup. Their AI assistant, which uses a large language model, is failing to create logical and budget-conscious travel itineraries. Your task is to diagnose the problem with their current prompting method and propose a solution. Based on the principle that demonstrating a thought process improves model performance, explain how you would restructure their prompt and provide a simplified example of what the new prompt's demonstration component would look like.

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Updated 2025-10-06

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Ch.3 Prompting - Foundations of Large Language Models

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