Zero-shot prompting in Prompt Engineering / GenAI - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to create a zero-shot prompt that asks the model to classify sentiment.

Prompt Engineering / GenAI

prompt = "Classify the sentiment of this sentence: '[1]'"

Drag options to blanks, or click blank then click option'

ACalculate the sum

BGenerate a summary

CTranslate to French

DI love this product

Attempts:

3 left

💡 Hint

Common Mistakes

Using unrelated instructions like 'Generate a summary' instead of a sentence.

Leaving the prompt empty or incomplete.

The prompt should include the sentence whose sentiment you want to classify. 'I love this product' is a valid example sentence.

2fill in blank

medium

Complete the code to send a zero-shot prompt to a language model API.

Prompt Engineering / GenAI

response = model.generate(prompt=[1])

Drag options to blanks, or click blank then click option'

A"Summarize this text."

Bprompt

Cinput_text

DNone

Attempts:

3 left

💡 Hint

Common Mistakes

Passing a string literal instead of the prompt variable.

Passing None or unrelated variables.

The variable 'prompt' holds the zero-shot prompt string, so it should be passed to the generate function.

3fill in blank

hard

Fix the error in the zero-shot prompt that asks for a translation.

Prompt Engineering / GenAI

prompt = "Translate this sentence to Spanish: [1]"

Drag options to blanks, or click blank then click option'

A"Hello, how are you?"

BHello, how are you?

C'Hello, how are you?'

DHello how are you

Attempts:

3 left

💡 Hint

Common Mistakes

Not quoting the sentence inside the prompt string.

Using single quotes that conflict with the outer quotes.

The sentence should be a string inside the prompt, so it needs to be enclosed in quotes inside the string.

4fill in blank

hard

Fill both blanks to create a zero-shot prompt that asks for a summary of a given text.

Prompt Engineering / GenAI

prompt = "[1] this text: '[2]'"

Drag options to blanks, or click blank then click option'

ASummarize

BTranslate

CHere is the text

DAnalyze

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'Translate' instead of 'Summarize' for the action.

Not including a phrase before the text.

The prompt should start with 'Summarize' and then include the text after 'this text:'.

5fill in blank

hard

Fill all three blanks to create a zero-shot prompt that asks the model to classify the topic of a given sentence.

Prompt Engineering / GenAI

prompt = "Classify the topic of this sentence: '[1]'. Possible topics: [2]. Choose the best: [3]."

Drag options to blanks, or click blank then click option'

AThe stock market is volatile today

Bsports, finance, technology

Csports

Dweather, cooking, travel

Attempts:

3 left

💡 Hint

Common Mistakes

Mixing unrelated sentences and topics.

Not matching the sentence topic with the possible topics.

The prompt includes the sentence to classify, a list of possible topics, and asks to choose the best topic.