Synthesis strategy

Defines a base class for response synthesis strategies used in Gen AI applications.

Authors

Henry Wicaksono (henry.wicaksono@gdplabs.id)

References

NONE

BaseSynthesisStrategy()

Bases: ABC

An abstract base class for the response synthesis strategies used in Gen AI applications.

The BaseSynthesisStrategy class provides a framework for synthesizing responses based on the provided synthesis context. Subclasses must implement the synthesize method to define how the response is generated.

This class uses the Context Object pattern to avoid parameter proliferation and provide a clean, type-safe interface. Each strategy can extract only the parameters it needs from the context.

Initializes a new instance of the BaseSynthesisStrategy class.

synthesize(context) abstractmethod async

Synthesizes a response based on the provided synthesis context.

This abstract method must be implemented by subclasses to define the logic for generating a response. The context object contains all possible parameters that strategies might need, allowing each implementation to extract only what it requires.

Parameters:

Name	Type	Description	Default
context	SynthesisContext	The synthesis context containing all parameters needed.	required

Returns:

Name	Type	Description
Any	Any	The synthesized response.

Raises:

Type	Description
NotImplementedError	If the method is not implemented in a subclass.

SynthesisPromptKey

Bases: StrEnum

The keys for the synthesis strategy.