Document extraction for developers

from datetime import date
from pydantic import Field

from automaited import BaseExtractionModel, DocExtClient

docExt = DocExtClient(API_KEY="YOUR_AUTOMAITED_API_KEY")

class LineItem(BaseExtractionModel):
    article_number: str | None = Field(None, description="Typically alphabetical or alphanumerical.")
    description: str | None = Field(None, description="Description of the item.")
    quantity: float | None = Field(None, description="Number of pieces.")

class PurchaseOrder(BaseExtractionModel):
    customer_name: str | None = Field(None, description="Examples: Kaladent AG, American Dental Systems GmbH")
    order_number: str | None = Field(None, description="The purchase order number.")
    order_date: date | None = Field(None, description="The purchase order date.")
    items: list[LineItem] = Field(default_factory=list, description="List of all ordered articles.")

result: PurchaseOrder = docExt(PurchaseOrder, "./purchase_order.pdf")