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config_reasoners_fields

relationalai.config

Reasoner configuration sections for Config.

Most projects configure reasoner defaults in a YAML file (typically raiconfig.yaml) under the reasoners section (for example reasoners.logic.size and reasoners.logic.auto_suspend_mins). This module defines the Pydantic models that validate those settings, along with the allowed reasoner size strings for each deployment platform.

You can also configure everything in code by passing dictionaries to the create_config factory function (useful for programmatic setup or for overrides in tests).

Start with ReasonersConfig (the top-level reasoners section) for configuring base reasoner API settings. Shared fields live in ReasonerConfig, and logic reasoner-specific options live in LogicReasonerConfig.

Attributes

Section titled “Attributes”

Attributes exposed by this module.

InternalEngineSize Internal-only reasoner size values.
AWSEngineSize Valid reasoner size values on AWS-backed deployments.
AzureEngineSize Valid reasoner size values on Azure-backed deployments.
EngineSize All supported reasoner size values.

Classes

Section titled “Classes”

Classes exposed by this module.

ReasonerLogicLqpConfig Configure LQP-specific behavior for the logic reasoner.
ReasonerConfig Common configuration fields for a reasoner.
LogicReasonerConfig Configure rule-execution defaults for the logic reasoner.
PrescriptiveReasonerConfig Defaults for the prescriptive reasoner.
ReasonersConfig Configure defaults for the reasoners API.

Referenced By

Section titled “Referenced By”
RelationalAI Documentation
└──  Build With RelationalAI
    └──  Understand how PyRel works > Configure PyRel
        └──  Configure reasoners