Example: Data Extraction

When you need to extract highly reliable and structured data from an unstructured text, nothing beats combining OpenHosta's emulate with Pydantic and dataclasses.

Code

from OpenHosta import emulate
from dataclasses import dataclass

@dataclass
class Client:
    name: str
    surname: str
    company: str
    email: str
    town: str
    address: str

def extract_client_info(text: str) -> Client:
    """
    Parses an email text and extracts client contact information.
    """
    return emulate()

email_content = """
FROM: sebastien@somecorp.com
TO: shipment@hand-e.fr
Object: do not send mail support@somecorp.com

Hello bob, I am Sebastian from Paris, France. Could you send me a sample of your main product? 
My office address is 3 rue de la république, Lyon 1er
"""

client_info = extract_client_info(email_content)
print(client_info)
# Client(name='Sebastian', surname='None', company='somecorp.com', email='sebastien@somecorp.com', town='Lyon', address='3 rue de la république, Lyon 1er')