import requests

# Step 1: Upload the file
upload_url = "https://api.edenai.run/v3/upload"
upload_headers = {"Authorization": "Bearer YOUR_API_KEY"}
    
files = {"file": open("document.pdf", "rb")}
upload_response = requests.post(upload_url, headers=upload_headers, files=files)
file_id = upload_response.json()["file_id"]

# Step 2: Process with OCR
url = "https://api.edenai.run/v3/universal-ai"
headers = {
    "Authorization": "Bearer YOUR_API_KEY",
    "Content-Type": "application/json"
}

payload = {
    "model": "ocr/financial_parser/google",
    "input": {
        "file": file_id,
        "language": "en"
    }
}

response = requests.post(url, headers=headers, json=payload)
result = response.json()

print(result["output"]["text"])

import requests
# Upload ID document
files = {"file": open("passport.jpg", "rb")}
upload_response = requests.post(upload_url, headers=upload_headers, files=files)
file_id = upload_response.json()["file_id"]

# Parse identity document
payload = {
    "model": "ocr/identity_parser/amazon",
    "input": {
        "file": file_id
    }
}

response = requests.post(url, headers=headers, json=payload)
result = response.json()

identity = result["output"]
print(f"Name: {identity.get('given_names')} {identity.get('last_name')}")
print(f"Document Number: {identity.get('document_id')}")
print(f"Expiry Date: {identity.get('expire_date')}")

import requests
# Upload invoice
files = {"file": open("invoice.pdf", "rb")}
upload_response = requests.post(upload_url, headers=upload_headers, files=files)
file_id = upload_response.json()["file_id"]

# Parse invoice
payload = {
    "model": "ocr/invoice_parser/microsoft",
    "input": {
        "file": file_id
    }
}

response = requests.post(url, headers=headers, json=payload)
result = response.json()

invoice = result["output"]
print(f"Invoice Number: {invoice.get('invoice_number')}")
print(f"Total: {invoice.get('invoice_total')}")
print(f"Date: {invoice.get('date')}")
    
for item in invoice.get("items", []):
    print(f"  - {item['description']}: ${item['amount']}")

import requests
payload = {
    "model": "ocr/financial_parser/affinda",
    "input": {
        "file": "https://example.com/document.jpg",
        "language": "en"
    }
}

response = requests.post(url, headers=headers, json=payload)
result = response.json()
print(result["output"]["text"])