> ## Documentation Index
> Fetch the complete documentation index at: https://aidflow.aigensys.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AgentsPredictorWorker.fit

**def AgentsPredictorWorker.fit**(self, inputs, fx\_choice=REG.AIG, \*\*params) [\[source\]](https://github.com/aigensys-labs/aidflow/blob/main/AID/\TRUENAS\aig_modeling_Products\AID\1_0_Lib\AID\selector\predict\agents_predictor.py#L415)

Execute predictions with all agents on the provided data.

Applies all trained agents to the input dataset and
stores the synchronized predictions. These predictions
are consumed by downstream stages (Comparator,
Transition, Selector) for scoring and analysis.

#### Parameters

**`inputs`** : *`AgentsPredictorInput`*
Container for target data and execution configuration.

**`fx_choice`** : *`str`*
The prediction strategy identifier. Defaults to REG.AIG.

#### Returns

*`AgentsPredictor`*
The fitted model instance. Predictions access by `.fitted`.


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