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Regia AI SDK

A lightweight Python SDK to interact with the Regia Vision Extractor API.
Send PDF documents and automatically extract structured data using Pydantic schemas.


📦 Installation

Using pip:

pip install regia-ai-sdk

or uv use the command line:

uv add regia-ai-sdk

🚀 Quickstart

from regia_ai_sdk.vision import VisionClient
from pydantic import BaseModel, Field
import os

class InvoiceModel(BaseModel):
  due_date: str = Field(..., description="The due date of the invoice")
  total_amount: float = Field(..., description="The total amount of the invoice")

token = os.getenv("API_TOKEN")

client = VisionClient(token=token)

result = client.extract("./data/sample.pdf", InvoiceModel)
print(result)

📂 Other Input Methods

From bytes

with open("./data/sample.pdf", "rb") as f:
  content_bytes = f.read()

result = client.extract(content_bytes, InvoiceModel, filename="sample_bytes.pdf")
print(result)

From base64

import base64

with open("./data/sample.pdf", "rb") as f:
  base64_string = base64.b64encode(f.read()).decode("utf-8")

result = client.extract(base64_string, InvoiceModel, filename="sample_base64.pdf")
print(result)

🧠 Features

  • ✅ Simple interface for sending documents to the Regia Vision API
  • ✅ Supports file path, bytes, and base64 inputs
  • ✅ Use Pydantic models to define the expected data
  • ✅ Automatically converts Pydantic to schema JSON

🔐 Authentication

You must provide an API token and base URL:

export API_TOKEN=your_api_token_here

Made with 💡 by Regia.ai

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