DatasetItem

Overview

The DatasetItem class is a TypedDict that represents a single item in a dataset. It is designed to store input data, optional output data, and optional metadata for each item in a structured format.

Fields

FieldTypeDescription
inputsDict[str, Any]A dictionary containing the input data for the dataset item.
outputsOptional[Union[Dict[str, Any], str]]An optional dictionary or string containing the expected output data for the dataset item.
metadataOptional[Dict[str, Any]]An optional dictionary containing additional metadata for the dataset item.

Usage

Here’s an example of how to create and use a DatasetItem:

item = DatasetItem(
    inputs={"question": "What is the capital of France?"},
    outputs="Paris",
    metadata={"source": "geography_quiz"}
)
 
inputs = item["inputs"]
outputs = item["outputs"]
metadata = item["metadata"]

This example demonstrates creating a DatasetItem with input data, specifying an output, and adding metadata.

PromptBaseGenerator