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The JSONLoader class handles the loading of JSON files into the Neum AI ecosystem by creating NeumDocument objects. It offers flexible data extraction, accommodating various JSON structures.

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Properties

Required properties:
  • None
Optional properties:
  • id_key: The key used to identify the ID field within the JSON structure. Defaults to “id”. Provide a value if you have a different key for your objects.
Available metadata:
  • custom: Metadata fields can be customized based on the contents of the JSON object. Simply pass a list of columns. (i.e. [“field1” , “field2”])
Available content:
  • custom: Content is dynamically derived from the JSON object based on specified keys or entire row data. Simply pass a list of columns. (i.e. [“field1” , “field2”])
To access nested fields within the JSON objects, you can use a dot notation. For example: “field1.field2”
from neumai.Shared import Selector
from neumai.Loaders import JSONLoader

json_loader = JSONLoader(
    loader_information={
        "id_key": "id"
    },
    selector=Selector(
        to_embed=["data"],
        to_metadata=["id", "category"]
    )
)