Docs/Llmops/Schemas And Tools

Schemas & Tools

ANTS Platform stores structured output schemas and tool definitions per project, so you can reuse them across Playground windows when you test structured output and tool calling.

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Schemas and tools are created, edited and attached from the Structured Output and Tools sections of a Playground window. They are saved to the project and listed there for reuse. They are not used by evaluators or experiments.

Structured output schemas

A schema is a named JSON Schema that the model's response must follow, for example an object with required fields and enums.

  • Give it a name and description, and write the JSON Schema.
  • Attach it in a window's Structured Output section. The model is asked to return JSON that matches.
  • Use it when your application parses the response and needs a fixed shape.

Tools

A tool is a function definition the model can choose to call.

FieldMeaning
NameThe function name, for example get_weather.
DescriptionWhat the tool does and when to use it. The model reads this.
Parameters (JSON Schema)The arguments the tool accepts.

Attach tools in a window's Tools section. When the model decides to call a tool, the Playground shows the tool call and its arguments. It does not run your function. To continue the conversation, add the tool result as a message yourself.

Use tools in the Playground to check whether a model calls the right tool with the right arguments before you wire up real execution in your agent.

Next steps

© 2026 ANTS Platform, Inc.Docs v1.0 · Last updated June 2026