Try Gemini 1.5 models, our newest multimodal models in Vertex AI, and see what you can build with a 1M token context window. Try Gemini 1.5 models, our newest multimodal models in Vertex AI, and see what you can build with a 1M token context window.

Classify headlines

Label news headlines with custom topics using examples.

You can query a model directly and test the results returned when using different parameter values with the Cloud console, or by calling the Vertex AI API directly.

For an example of using the Vertex AI API, see Quickstart using the Vertex AI API.
To view this sample in the Cloud console: Go to Google Cloud console

Context

What is the topic for a given news headline?

business
entertainment
health
sports
technology

Please only print the category name without anything else.

Examples Structured

Text	The answer is
Pixel 7 Pro Expert Hands On Review, the Most Helpful Google Phones	technology
Quit smoking?	health
Roger Federer reveals why he touched Rafael Nadal's hand while they were crying	sports
Business relief from Arizona minimum-wage hike looking more remote	business
#TomCruise has arrived in Bari, Italy for #MissionImpossible.	entertainment

Test

Text	The answer is
CNBC Reports Rising Digital Profit as Print Advertising Falls	business

Model:	gemini-1.5-flash-001
Temperature:	1
Max output tokens:	256
TopK:	40
TopP:	0.95