Google Cloud · Generative AI Leader
Prompt engineering
Generative AI Leader · Lesson 10 of 14 · 1:24:00
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In this lesson
Prepare for the Google Cloud Generative AI Leader exam. In this lesson: what prompt engineering is and why it matters for LLMs, the parts of a good prompt, zero-shot, one-shot, and few-shot prompting, role prompting, prompt chaining, prompt templates, chain-of-thought, ReAct, and metaprompting. Includes three original practice questions.
Preview the topics
- Cymbal Retail gives the model three sample product descriptions in its house style, then asks for a fourth one. Which technique is this?
- To answer whether a shopper can pick up some boots today at the Riverside store, Cymbal Retail’s agent reasons about the question, calls a stock check tool, reads the result, and only then answers. Which technique is this?
- A Cymbal Retail analyst wants the model to work out the cost of a promotion step by step, and includes an example that shows every intermediate step of a similar calculation. Which technique is this?