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Overview

Presets are pre-configured model setups optimized for specific use cases. Each preset comes with a specific model, token limits, reasoning steps, and available tools.
Presets provide sensible defaults optimized for their use case. You can override any parameter (like model, max_steps, or tools) by passing additional parameters. See Customizing Presets for code examples.

Available Presets

Parameter Glossary

System Prompts

Each preset includes a tailored system prompt that guides the model’s behavior, search strategy, and response formatting.

Using Presets

Use presets by specifying the preset parameter instead of manually configuring models, tools, and instructions. Each preset automatically includes optimized defaults for its use case.

Customizing Presets

Presets provide sensible defaults, but you can override any parameter by passing additional parameters alongside the preset. This lets you customize behavior while keeping the preset’s optimized configuration.
When you override a parameter, the preset’s other defaults remain in effect. For example, if you override max_steps on pro-search, you still get the openai/gpt-5.1 model, web_search and fetch_url tools, and the optimized system prompt.
The full system prompts and detailed configurations for each preset are shown in the System Prompts section above. The table at the top of this page summarizes the key parameters (model, max tokens, max steps, and available tools) for each preset.

Choosing a Preset

  • fast-search: Simple questions, quick answers, minimal latency
  • pro-search: Standard queries requiring research and tool use
  • deep-research: Complex analysis, multi-step reasoning, comprehensive research
  • advanced-deep-research: Maximum depth research with institutional-grade analysis, enhanced tool access, and sophisticated source coverage

Next Steps

Agent API Quickstart

Get started with the Agent API.

Models

Explore direct model selection and third-party models.

API Reference

View complete endpoint documentation.