Classify text

Label short-form text with custom categories 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.

System instructions

Define the categories for the text below. Options: - outdoor - health - aviation - cycling - automotive - fitness - marine - fish and hunt

Please only print the category name without anything else.

Examples Structured

Text

Categories

When shopping for chartplotters that will work well with your unit, there are three factors to consider.

fish and hunt, marine

Whether you’re planning short weekend getaways or longer cross-country adventures, bring a variety of tools to help plan your RV trip.

automotive, outdoor

The skipper of the A Team, John, is on a mission to win the Vendée Globe ocean race. He's relying on his team to help.

marine

Are you sleeping better or worse than your peers? New data from recent smart watches show average sleep scores — and where yours may fit in.

health

When Idaho State Highway 21 was closed by an avalanche, Mark and Kim Nero were stranded. They shared the story of how they got out.

automotive, outdoor

Test

Text

Categories

The ways to practice self-care with a fitness watch are almost limitless, but here are six easy-to-implement tips to start today.

fitness
Model: gemini-2.5-pro
Temperature: 0.2
Max output tokens: 256
TopK: 40.0
TopP: 0.8