AI Document Intelligence

Document AI extracts structured data from unstructured documents at scale.

python
from openai import OpenAI
from pydantic import BaseModel
import instructor
client = instructor.from_openai(OpenAI())
class DocumentData(BaseModel):
    doc_type: str
    key_entities: list[str]
    summary: str
    metadata: dict
def extract_document(text: str) -> DocumentData:
    return client.chat.completions.create(
        model="gpt-4o",
        response_model=DocumentData,
        messages=[{"role":"user","content":f"Extract structured data: {text}"}]
    )

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