This Agent will analyze the image and query, and determine whether the resulting classification is of the class “yes” or “no”.

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Initialization

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Parameters

The BinaryChoiceAgent is initialized with two arguments: 
BinaryChoiceAgent(query, model(Optional))
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query
String
required
Specifies the text prompt that will be used to analyze the image.
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model
MultimodalLLM
Represents the model used to perform the binary classification task.If left unspecified, this parameter defaults to the QwenVL() Model. The supported MultimodalLLM models can be found below:

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Example

example.py
BinaryChoiceAgent("Is this person wearing a hardhat?")
The output from this agent will be an ExecutionNode containing the previous image and the classification result (“yes” or “no”).