Deterministic Invoice & Receipt Text-to-JSON Normalizer
Pricing
from $1.00 / 1,000 processed items
Standardizes messy OCR text and receipt strings into clean, structured accounting JSON with vendor, date, line items, and totals without expensive LLM API fees.
You can access the Deterministic Invoice & Receipt Text-to-JSON Normalizer programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = { "invoices": [{9 "invoice_id": "demo-receipt-001",10 "raw_text": """ACME Cloud Services Inc.11123 Innovation Way, Tech City12INVOICE: INV-2026-948113Date: 2026-10-1514
15Description Qty Price Total16Cloud Compute Tier A 2 $40.00 $80.0017Managed Storage 500GB 1 $25.00 $25.0018
19Subtotal: $105.0020Tax (10%): $10.5021Total Due: $115.5022Payment Method: VISA ending in 4242""",23 }] }24
25# Run the Actor and wait for it to finish26run = client.actor("n4d.h1dr/invoice-receipt-json-normalizer").call(run_input=run_input)27
28# Fetch and print Actor results from the run's dataset (if there are any)29print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")30for item in client.dataset(run.default_dataset_id).iterate_items():31 print(item)32
33# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use Deterministic Invoice & Receipt Text-to-JSON Normalizer API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: