https://veryfi.github.io/veryfi-python/reference/veryfi/
veryfi is a Python module for communicating with the Veryfi OCR API
Install from PyPi using pip, a package manager for Python.
Install the package from PyPI:
pip install -U veryfiIf you don't have an account with Veryfi, please go ahead and register here: https://hub.veryfi.com/signup/api/
The veryfi library can be used to communicate with Veryfi API. All available functionality is described here https://veryfi.github.io/veryfi-python/reference/veryfi/#client
Below is the sample script using veryfi to OCR and extract data from a document:
from veryfi import Client client_id = 'your_client_id' client_secret = 'your_client_secret' username = 'your_username' api_key = 'your_password' categories = ['Grocery', 'Utilities', 'Travel'] file_path = '/tmp/invoice.jpg' # This submits document for processing (takes 3-5 seconds to get response) veryfi_client = Client(client_id, client_secret, username, api_key) response = veryfi_client.process_document(file_path, categories=categories) response # or with url response = veryfi_client.process_document_url(url, external_id=some_id, confidence_details=True, bounding_boxes=True) response >>> { "account_number": { "bounding_box": [ 0, 0.4543, 0.9355, 0.7466, 0.9512 ], "bounding_region": [ 0.4543, 0.9355, 0.7466, 0.9355, 0.7466, 0.9512, 0.4543, 0.9512 ], "ocr_score": 0.94, "rotation": 0, "score": 0.94, "value": "0053" }, "accounting_entry_type": "debit", "barcodes": [ { "bounding_region": [ 0.0347, 0.7637, 0.0389, 0.7937, 0.9716, 0.7848, 0.9685, 0.7551 ], "data": "032962247822205240330000002760", "type": "ITF" } ], "bill_to": { "address": { "score": 1.0, "value": null }, "email": { "score": 1.0, "value": null }, "name": { "score": 1.0, "value": null }, "parsed_address": null, "phone_number": { "score": 1.0, "value": null }, "reg_number": { "score": 1.0, "value": null }, "vat_number": { "score": 1.0, "value": null } }, "cashback": { "score": 0.96, "value": null }, "category": { "score": 0.92, "value": "Personal Care" }, "confidence_details": true, "created_date": "2024-08-15 15:56:56", "currency_code": { "score": 0.95, "value": "USD" }, "custom_fields": {}, "date": { "bounding_box": [ 0, 0.5332, 0.1168, 0.7573, 0.131 ], "bounding_region": [ 0.5332, 0.1168, 0.7573, 0.1168, 0.7573, 0.131, 0.5332, 0.131 ], "rotation": 0, "score": 0.99, "value": "2022-05-24 13:10:00" }, "default_category": { "score": 0.48, "value": "Job Supplies" }, "delivery_date": { "score": 1.0, "value": null }, "delivery_note_number": { "score": 1.0, "value": null }, "discount": { "bounding_box": [ 0, 0.7656, 0.8789, 0.8823, 0.8906 ], "bounding_region": [ 0.7656, 0.8789, 0.8823, 0.8789, 0.8823, 0.8906, 0.7656, 0.8906 ], "ocr_score": 0.97, "rotation": 0, "score": 0.96, "value": 1.2 }, "document_reference_number": { "bounding_box": [ 0, 0.2944, 0.7461, 0.8286, 0.7627 ], "bounding_region": [ 0.2944, 0.7461, 0.8286, 0.7461, 0.8286, 0.7627, 0.2944, 0.7627 ], "ocr_score": 1.0, "rotation": 0, "score": 0.96, "value": "0329-6224-7823-2205-2403" }, "document_title": { "score": 1.0, "value": null }, "document_type": { "score": 0.97, "value": "receipt" }, "due_date": { "score": 1.0, "value": null }, "duplicate_of": null, "exch_rate": 1.0, "external_id": null, "final_balance": { "score": 0.8, "value": null }, "guest_count": { "score": 1.0, "value": null }, "id": 233760836, "img_blur": false, "img_file_name": "233760836.jpg", "img_thumbnail_url": "https://scdn.veryfi.com/receipts/6d8fd9e253f4d483/03ac8d91-ac56-4ca5-9113-c82c1db15ef1/thumbnail.jpg?Expires=1723738322&Signature=ZlTxeWEFCglMMKmSyTt9a8YPF2wdVzYQVhHvNr~uvfhzJ~A3ohFi2iTK2sjZDcFmhS8ntzxJWMM8txzVpzRUVjDoYuuMPSAZSgXZZGBsBAyOord8jgP829tl03aGZdXjDP0n8hbowSEi9ArIFGIbzEpW-jqcqpD1bFSgBrDu4Vqjur8jxUQfzL1NSigOKmMfZKCxGGsFazJ1UGqS1ITNI82MsMHmdjT8W5bYmZ-N11RmRI1q4r61IP6gQyhCrBUqxdO8ETnNVsjahKyo7cImOO-c6I-lEeYpkx5X0DjjRdzgjkZy96aMmT8kpKpEWH2Y92VqYc0IIaPDvH8ril3Qjg__&Key-Pair-Id=APKAJCILBXEJFZF4DCHQ", "img_url": "https://scdn.veryfi.com/receipts/6d8fd9e253f4d483/03ac8d91-ac56-4ca5-9113-c82c1db15ef1/8b660bea-d59f-461f-baf1-519a22921307.jpg?Expires=1723738322&Signature=RuYVND23aNyT0K6PhtV4hZLc4tbVyi0INiz9GK2sodnynAVnR4JFIcHl~0Rko4mDncTzX33AcENF9vuY1CrzR~YR5EmhgxppdYp7bsivndA49tmC66WylB~6~rYPTewLZ5VbPDOjJeenCxrBYof9rGRkiNE-WVI088giSyzYvrB0NNR3Go8Mpxu~jDddMqXkajckHFgYf4-wpk-ybMD~GcziI8XF00qiahgpuY5mgSmUKlX0K5Y9P-o6B9pBx4iJ56Di4o5BxPr54dbzILnj4jX2hTsOcjvHDdZSLLbDfvLvMdDE~fFfylzShYJkwTFIu8qCpAdcs0hyB1DcdjKP3Q__&Key-Pair-Id=APKAJCILBXEJFZF4DCHQ", "incoterms": { "score": 1.0, "value": null }, "insurance": { "score": 1.0, "value": null }, "invoice_number": { "bounding_box": [ 0, 0.2482, 0.1201, 0.3438, 0.1334 ], "bounding_region": [ 0.2482, 0.1201, 0.3437, 0.1201, 0.3437, 0.1334, 0.2482, 0.1334 ], "ocr_score": 0.98, "rotation": 0, "score": 0.99, "value": "4782" }, "is_approved": false, "is_blurry": [ false ], "is_document": true, "is_duplicate": false, "is_money_in": { "score": 0.9, "value": false }, "license_plate_number": { "score": 1.0, "value": null }, "line_items": [ { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "RED BULL ENRGY DRNK CNS 8.4OZ 6PK", "discount": 1.2, "discount_price": null, "discount_rate": null, "end_date": null, "full_description": "RED BULL ENRGY DRNK CNS 8.4OZ 6PK", "hsn": null, "id": 1041755555, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": "RED BULL ENERGY DRINK CNS 8.4OZ 6PK", "order": 0, "price": 9.99, "quantity": 1.0, "reference": null, "section": null, "sku": "61126943157", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "RED BULL ENRGY DRNK CNS 8.4OZ 6PK\n611269431578.79 SALE\nREGULAR PRICE 9.99\nMYWALGREENS SAVINGS 1.20\nRETURN VALUE 8.79", "total": 8.79, "type": "alcohol", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "CA REDMP VAL", "discount": null, "discount_price": null, "discount_rate": null, "end_date": null, "full_description": "CA REDMP VAL", "hsn": null, "id": 1041755556, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": null, "order": 1, "price": null, "quantity": 1.0, "reference": null, "section": null, "sku": "00000007211", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "CA REDMP VAL\n00000007211\t\t0.30", "total": 0.3, "type": "fee", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "COCA COLA MINICAN 7.5Z 6PK", "discount": null, "discount_price": null, "discount_rate": null, "end_date": null, "full_description": "COCA COLA MINICAN 7.5Z 6PK", "hsn": null, "id": 1041755557, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": null, "order": 2, "price": null, "quantity": 1.0, "reference": null, "section": null, "sku": "04900006101", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "COCA COLA MINICAN 7.5Z 6PK\n049000061014.99 SALE\nRETURN VALUE 4.99", "total": 4.99, "type": "food", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "CA REDMP VAL", "discount": null, "discount_price": null, "discount_rate": null, "end_date": null, "full_description": "CA REDMP VAL", "hsn": null, "id": 1041755558, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": null, "order": 3, "price": null, "quantity": 1.0, "reference": null, "section": null, "sku": "00000007211", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "CA REDMP VAL\n00000007211\t\t0.30", "total": 0.3, "type": "fee", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "NAB OREO CKIES C/PK 5.25OZ WHSE", "discount": null, "discount_price": null, "discount_rate": null, "end_date": null, "full_description": "NAB OREO CKIES C/PK 5.25OZ WHSE", "hsn": null, "id": 1041755559, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": null, "order": 4, "price": null, "quantity": 1.0, "reference": null, "section": null, "sku": "04400000749", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "NAB OREO CKIES C/PK 5.25OZ WHSE\n04400000749\t\t2.69\nRETURN VALUE 2.69", "total": 2.69, "type": "food", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "DORITOS NACHO", "discount": null, "discount_price": 2.19, "discount_rate": null, "end_date": null, "full_description": "DORITOS NACHO", "hsn": null, "id": 1041755560, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": null, "order": 5, "price": 2.0, "quantity": 1.0, "reference": null, "section": null, "sku": "02840032505", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "DORITOS NACHO\n02840032505\t\t2.00\n1 @ 2.19 or 2/4.00\nRETURN VALUE 2.00", "total": 2.0, "type": "food", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "F/LAYS REGULAR 2.63OZ", "discount": null, "discount_price": 2.19, "discount_rate": null, "end_date": null, "full_description": "F/LAYS REGULAR 2.63OZ", "hsn": null, "id": 1041755561, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": null, "order": 6, "price": 2.0, "quantity": 1.0, "reference": null, "section": null, "sku": "02840032382", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "F/LAYS REGULAR 2.63OZ\n02840032382\t\t2.00\n1 @ 2.19 or 2/4.00\nRETURN VALUE 2.00", "total": 2.0, "type": "food", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "SCOTCH BRITE H/D KITCHN SPONGE 3S", "discount": null, "discount_price": null, "discount_rate": null, "end_date": null, "full_description": "SCOTCH BRITE H/D KITCHN SPONGE 3S", "hsn": null, "id": 1041755562, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": "SCOTCH BRITE H/D KITCHEN SPONGE 3S", "order": 7, "price": null, "quantity": 1.0, "reference": null, "section": null, "sku": "02120057235", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "SCOTCH BRITE H/D KITCHN SPONGE 3S\n021200572354.79\nRETURN VALUE 4.79", "total": 4.79, "type": "product", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "PALMOLIVE DISH OXI POWER 10OZ", "discount": null, "discount_price": null, "discount_rate": null, "end_date": null, "full_description": "PALMOLIVE DISH OXI POWER 10OZ", "hsn": null, "id": 1041755563, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": null, "order": 8, "price": null, "quantity": 1.0, "reference": null, "section": null, "sku": "03500000168", "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "PALMOLIVE DISH OXI POWER\t10OZ\n035000001681.49\nRETURN VALUE 1.49", "total": 1.49, "type": "product", "unit_of_measure": null, "upc": null, "weight": null }, { "category": "Personal Care", "country_of_origin": null, "custom_fields": {}, "date": null, "description": "SHOPPING BAG FEE", "discount": null, "discount_price": null, "discount_rate": null, "end_date": null, "full_description": "SHOPPING BAG FEE", "hsn": null, "id": 1041755564, "lot": null, "manufacturer": null, "net_total": null, "normalized_description": null, "order": 9, "price": null, "quantity": 1.0, "reference": null, "section": null, "sku": null, "start_date": null, "subtotal": null, "tags": [], "tax": null, "tax_code": null, "tax_rate": null, "text": "SHOPPING BAG FEE\t0.25", "total": 0.25, "type": "fee", "unit_of_measure": null, "upc": null, "weight": null } ], "line_items_with_scores": [ { "category": { "value": "Personal Care" }, "country_of_origin": { "value": null }, "custom_fields": {}, "date": { "value": null }, "description": { "bounding_box": [ 0, 0.0326, 0.1411, 0.7573, 0.1592 ], "bounding_region": [ 0.0325, 0.146, 0.7573, 0.1401, 0.7574, 0.1541, 0.0326, 0.16 ], "ocr_score": 0.97, "rotation": 0, "score": 0.96, "value": "RED BULL ENRGY DRNK CNS 8.4OZ 6PK" }, "discount": { "bounding_box": [ 0, 0.5615, 0.1785, 0.6489, 0.1909 ], "bounding_region": [ 0.5615, 0.1785, 0.6489, 0.1785, 0.6489, 0.1909, 0.5615, 0.1909 ], "ocr_score": 1.0, "rotation": 0, "score": 0.99, "value": 1.2 }, "discount_price": { "value": null }, "discount_rate": { "value": null }, "end_date": { "value": null }, "full_description": { "bounding_box": [ 0, 0.0326, 0.1411, 0.7573, 0.1592 ], "bounding_region": [ 0.0325, 0.146, 0.7573, 0.1401, 0.7574, 0.1541, 0.0326, 0.16 ], "ocr_score": 0.97, "rotation": 0, "score": 0.96, "value": "RED BULL ENRGY DRNK CNS 8.4OZ 6PK" }, "hsn": { "value": null }, "id": 1041755555, "lot": { "value": null }, "manufacturer": { "value": null }, "net_total": { "value": null }, "normalized_description": { "value": "RED BULL ENERGY DRINK CNS 8.4OZ 6PK" }, "order": 0, "price": { "bounding_box": [ 0, 0.4258, 0.1681, 0.5195, 0.1803 ], "bounding_region": [ 0.4258, 0.1681, 0.5195, 0.1681, 0.5195, 0.1803, 0.4258, 0.1803 ], "ocr_score": 1.0, "rotation": 0, "score": 0.99, "value": 9.99 }, "quantity": { "value": 1.0 }, "reference": { "value": null }, "section": { "value": null }, "sku": { "bounding_box": [ 0, 0.1209, 0.1571, 0.365, 0.1699 ], "bounding_region": [ 0.1209, 0.1571, 0.365, 0.1571, 0.365, 0.1699, 0.1209, 0.1699 ], "ocr_score": 0.98, "rotation": 0, "score": 0.91, "value": "61126943157" }, "start_date": { "value": null }, "subtotal": { "value": null }, "tags": [], "tax": { "value": null }, "tax_code": { "value": null }, "tax_rate": { "value": null }, "text": "RED BULL ENRGY DRNK CNS 8.4OZ 6PK\n611269431578.79 SALE\nREGULAR PRICE 9.99\nMYWALGREENS SAVINGS 1.20\nRETURN VALUE 8.79", "total": { "bounding_box": [ 0, 0.7319, 0.1523, 0.8223, 0.1646 ], "bounding_region": [ 0.7319, 0.1523, 0.8223, 0.1523, 0.8223, 0.1646, 0.7319, 0.1646 ], "ocr_score": 0.98, "rotation": 0, "score": 0.97, "value": 8.79 }, "type": "alcohol", "unit_of_measure": { "value": null }, "upc": { "value": null }, "weight": { "value": null } }, { "category": { "value": "Personal Care" }, "country_of_origin": { "value": null }, "custom_fields": {}, "date": { "value": null }, "description": { "bounding_box": [ 0, 0.0337, 0.2069, 0.3008, 0.2206 ], "bounding_region": [ 0.0336, 0.2078, 0.3008, 0.2066, 0.3008, 0.2196, 0.0337, 0.2208 ], "ocr_score": 0.97, "rotation": 0, "score": 0.86, "value": "CA REDMP VAL" }, "discount": { "value": null }, "discount_price": { "value": null }, "discount_rate": { "value": null }, "end_date": { "value": null }, "full_description": { "bounding_box": [ 0, 0.0337, 0.2069, 0.3008, 0.2206 ], "bounding_region": [ 0.0336, 0.2078, 0.3008, 0.2066, 0.3008, 0.2196, 0.0337, 0.2208 ], "ocr_score": 0.97, "rotation": 0, "score": 0.86, "value": "CA REDMP VAL" }, "hsn": { "value": null }, "id": 1041755556, "lot": { "value": null }, "manufacturer": { "value": null }, "net_total": { "value": null }, "normalized_description": { "value": null }, "order": 1, "price": { "value": null }, "quantity": { "value": 1.0 }, "reference": { "value": null }, "section": { "value": null }, "sku": { "bounding_box": [ 0, 0.1209, 0.2185, 0.365, 0.2312 ], "bounding_region": [ 0.1209, 0.2185, 0.365, 0.2185, 0.365, 0.2312, 0.1209, 0.2312 ], "ocr_score": 0.97, "rotation": 0, "score": 0.88, "value": "00000007211" }, "start_date": { "value": null }, "subtotal": { "value": null }, "tags": [], "tax": { "value": null }, "tax_code": { "value": null }, "tax_rate": { "value": null }, "text": "CA REDMP VAL\n00000007211\t\t0.30", "total": { "bounding_box": [ 0, 0.7329, 0.2141, 0.8232, 0.2253 ], "bounding_region": [ 0.7329, 0.2141, 0.8232, 0.2141, 0.8232, 0.2253, 0.7329, 0.2253 ], "ocr_score": 1.0, "rotation": 0, "score": 0.68, "value": 0.3 }, "type": "fee", "unit_of_measure": { "value": null }, "upc": { "value": null }, "weight": { "value": null } }, { "category": { "value": "Personal Care" }, "country_of_origin": { "value": null }, "custom_fields": {}, "date": { "value": null }, "description": { "bounding_box": [ 0, 0.0347, 0.2283, 0.6055, 0.2452 ], "bounding_region": [ 0.0346, 0.2313, 0.6055, 0.2271, 0.6056, 0.2417, 0.0347, 0.2459 ], "ocr_score": 0.99, "rotation": 0, "score": 0.88, "value": "COCA COLA MINICAN 7.5Z 6PK" }, "discount": { "value": null }, "discount_price": { "value": null }, "discount_rate": { "value": null }, "end_date": { "value": null }, "full_description": { "bounding_box": [ 0, 0.0347, 0.2283, 0.6055, 0.2452 ], "bounding_region": [ 0.0346, 0.2313, 0.6055, 0.2271, 0.6056, 0.2417, 0.0347, 0.2459 ], "ocr_score": 0.99, "rotation": 0, "score": 0.88, "value": "COCA COLA MINICAN 7.5Z 6PK" }, "hsn": { "value": null }, "id": 1041755557, "lot": { "value": null }, "manufacturer": { "value": null }, "net_total": { "value": null }, "normalized_description": { "value": null }, "order": 2, "price": { "value": null }, "quantity": { "value": 1.0 }, "reference": { "value": null }, "section": { "value": null }, "sku": { "bounding_box": [ 0, 0.1219, 0.2428, 0.366, 0.2556 ], "bounding_region": [ 0.1219, 0.2428, 0.366, 0.2428, 0.366, 0.2556, 0.1219, 0.2556 ], "ocr_score": 0.98, "rotation": 0, "score": 0.91, "value": "04900006101" }, "start_date": { "value": null }, "subtotal": { "value": null }, "tags": [], "tax": { "value": null }, "tax_code": { "value": null }, "tax_rate": { "value": null }, "text": "COCA COLA MINICAN 7.5Z 6PK\n049000061014.99 SALE\nRETURN VALUE 4.99", "total": { "bounding_box": [ 0, 0.731, 0.238, 0.8203, 0.2496 ], "bounding_region": [ 0.731, 0.238, 0.8203, 0.238, 0.8203, 0.2496, 0.731, 0.2496 ], "ocr_score": 1.0, "rotation": 0, "score": 0.93, "value": 4.99 }, "type": "food", "unit_of_measure": { "value": null }, "upc": { "value": null }, "weight": { "value": null } }, { "category": { "value": "Personal Care" }, "country_of_origin": { "value": null }, "custom_fields": {}, "date": { "value": null }, "description": { "bounding_box": [ 0, 0.0347, 0.2683, 0.3008, 0.281 ], "bounding_region": [ 0.0347, 0.269, 0.3008, 0.268, 0.3008, 0.2802, 0.0347, 0.2812 ], "ocr_score": 0.97, "rotation": 0, "score": 0.85, "value": "CA REDMP VAL" }, "discount": { "value": null }, "discount_price": { "value": null }, "discount_rate": { "value": null }, "end_date": { "value": null }, "full_description": { "bounding_box": [ 0, 0.0347, 0.2683, 0.3008, 0.281 ], "bounding_region": [ 0.0347, 0.269, 0.3008, 0.268, 0.3008, 0.2802, 0.0347, 0.2812 ], "ocr_score": 0.97, "rotation": 0, "score": 0.85, "value": "CA REDMP VAL" }, "hsn": { "value": null }, "id": 1041755558, "lot": { "value": null }, "manufacturer": { "value": null }, "net_total": { "value": null }, "normalized_description": { "value": null }, "order": 3, "price": { "value": null }, "quantity": { "value": 1.0 }, "reference": { "value": null }, "section": { "value": null }, "sku": { "bounding_box": [ 0, 0.1219, 0.2791, 0.366, 0.2927 ], "bounding_region": [ 0.1219, 0.2791, 0.366, 0.2791, 0.366, 0.2927, 0.1219, 0.2927 ], "ocr_score": 0.98, "rotation": 0, "score": 0.86, "value": "00000007211" }, "start_date": { "value": null }, "subtotal": { "value": null }, "tags": [], "tax": { "value": null }, "tax_code": { "value": null }, "tax_rate": { "value": null }, "text": "CA REDMP VAL\n00000007211\t\t0.30", "total": { "bounding_box": [ 0, 0.73, 0.2742, 0.8257, 0.2861 ], "bounding_region": [ 0.73, 0.2742, 0.8257, 0.2742, 0.8257, 0.2861, 0.73, 0.2861 ], "ocr_score": 1.0, "rotation": 0, "score": 0.66, "value": 0.3 }, "type": "fee", "unit_of_measure": { "value": null }, "upc": { "value": null }, "weight": { "value": null } }, { "category": { "value": "Personal Care" }, "country_of_origin": { "value": null }, "custom_fields": {}, "date": { "value": null }, "description": { "bounding_box": [ 0, 0.0368, 0.2864, 0.7593, 0.3069 ], "bounding_region": [ 0.0367, 0.2915, 0.7593, 0.2856, 0.7594, 0.3016, 0.0368, 0.3075 ], "ocr_score": 0.98, "rotation": 0, "score": 0.91, "value": "NAB OREO CKIES C/PK 5.25OZ WHSE" }, "discount": { "value": null }, "discount_price": { "value": null }, 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"reference": { "value": null }, "section": { "value": null }, "sku": { "bounding_box": [ 0, 0.1241, 0.3394, 0.3679, 0.3525 ], "bounding_region": [ 0.1241, 0.3525, 0.1241, 0.3394, 0.3679, 0.3394, 0.3679, 0.3525 ], "ocr_score": 1.0, "rotation": 0, "score": 0.96, "value": "02840032505" }, "start_date": { "value": null }, "subtotal": { "value": null }, "tags": [], "tax": { "value": null }, "tax_code": { "value": null }, "tax_rate": { "value": null }, "text": "DORITOS NACHO\n02840032505\t\t2.00\n1 @ 2.19 or 2/4.00\nRETURN VALUE 2.00", "total": { "bounding_box": [ 0, 0.7319, 0.3347, 0.8232, 0.3472 ], "bounding_region": [ 0.7319, 0.3347, 0.8232, 0.3347, 0.8232, 0.3472, 0.7319, 0.3472 ], "ocr_score": 0.99, "rotation": 0, "score": 0.94, "value": 2.0 }, "type": "food", "unit_of_measure": { "value": null }, "upc": { "value": null }, "weight": { "value": null } }, { "category": { "value": "Personal Care" }, "country_of_origin": { "value": null }, "custom_fields": {}, "date": { "value": null }, "description": { "bounding_box": [ 0, 0.0399, 0.3738, 0.4963, 0.3904 ], "bounding_region": [ 0.0398, 0.3763, 0.4963, 0.3724, 0.4965, 0.3877, 0.04, 0.3915 ], "ocr_score": 0.97, "rotation": 0, "score": 0.95, "value": "F/LAYS REGULAR 2.63OZ" }, "discount": { "value": null }, "discount_price": { "bounding_box": [ 0, 0.2092, 0.3994, 0.3008, 0.4119 ], "bounding_region": [ 0.2092, 0.3994, 0.3008, 0.3994, 0.3008, 0.4119, 0.2092, 0.4119 ], "ocr_score": 1.0, "rotation": 0, "score": 0.95, "value": 2.19 }, "discount_rate": { "value": null }, "end_date": { "value": null }, "full_description": { "bounding_box": [ 0, 0.0399, 0.3738, 0.4963, 0.3904 ], "bounding_region": [ 0.0398, 0.3763, 0.4963, 0.3724, 0.4965, 0.3877, 0.04, 0.3915 ], "ocr_score": 0.97, "rotation": 0, "score": 0.95, "value": "F/LAYS REGULAR 2.63OZ" }, "hsn": { "value": null }, "id": 1041755561, "lot": { "value": null }, "manufacturer": { "value": null }, "net_total": { "value": null }, "normalized_description": { "value": null }, 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"score": 0.67, "value": 1.49 }, "type": "product", "unit_of_measure": { "value": null }, "upc": { "value": null }, "weight": { "value": null } }, { "category": { "value": "Personal Care" }, "country_of_origin": { "value": null }, "custom_fields": {}, "date": { "value": null }, "description": { "bounding_box": [ 0, 0.0368, 0.4951, 0.3911, 0.5098 ], "bounding_region": [ 0.0367, 0.4966, 0.3911, 0.4948, 0.3912, 0.5089, 0.0368, 0.5107 ], "ocr_score": 1.0, "rotation": 0, "score": 0.75, "value": "SHOPPING BAG FEE" }, "discount": { "value": null }, "discount_price": { "value": null }, "discount_rate": { "value": null }, "end_date": { "value": null }, "full_description": { "bounding_box": [ 0, 0.0368, 0.4951, 0.3911, 0.5098 ], "bounding_region": [ 0.0367, 0.4966, 0.3911, 0.4948, 0.3912, 0.5089, 0.0368, 0.5107 ], "ocr_score": 1.0, "rotation": 0, "score": 0.75, "value": "SHOPPING BAG FEE" }, "hsn": { "value": null }, "id": 1041755564, "lot": { "value": null }, "manufacturer": { "value": null }, "net_total": { "value": null }, "normalized_description": { "value": null }, "order": 9, "price": { "value": null }, "quantity": { "value": 1.0 }, "reference": { "value": null }, "section": { "value": null }, "sku": { "value": null }, "start_date": { "value": null }, "subtotal": { "value": null }, "tags": [], "tax": { "value": null }, "tax_code": { "value": null }, "tax_rate": { "value": null }, "text": "SHOPPING BAG FEE\t0.25", "total": { "bounding_box": [ 0, 0.7319, 0.4915, 0.8223, 0.5029 ], "bounding_region": [ 0.7319, 0.4915, 0.8223, 0.4915, 0.8223, 0.5029, 0.7319, 0.5029 ], "ocr_score": 1.0, "rotation": 0, "score": 0.72, "value": 0.25 }, "type": "fee", "unit_of_measure": { "value": null }, "upc": { "value": null }, "weight": { "value": null } } ], "meta": { "duplicates": [], "fraud": { "attribution": null, "color": "green", "custom_types": [], "decision": "Not Fraud", "images": [], "pages": [], "score": 0.5, "submissions": {}, "types": [], "version": null }, "handwritten_fields": [], "language": [ { "score": 0.7, "value": "en" } ], "owner": "ocr_api", "pages": [ { "height": 3373, "language": [ { "score": 0.7, "value": "en" } ], "screenshot": { "score": 0.9300000071525574, "type": null }, "width": 951 } ], "processed_pages": 1, "source": "api", "source_documents": [ { "height": 3373, "size_kb": 2399, "width": 951 } ], "total_pages": 1, "warnings": [ { "message": "Line item SKU #00000007211 repeats on lines 2, 4", "type": "line_item_repeats" }, { "message": "Line item Description \"CA REDMP VAL\" repeats on lines 2, 4", "type": "line_item_repeats" } ] }, "model": "2.45.0", "notes": null, "ocr_text": "Walgreens\n#03296 191 E 3RD AVE\nSAN MATEO, CA 94401\n\t650-342-2723\n117\t4782 0022 05/24/2022 1:10 PM\nRED BULL ENRGY DRNK CNS 8.4OZ 6PK\n61126943157\tA\t8.79 SALE\nREGULAR PRICE 9.99\nMYWALGREENS SAVINGS 1.20\nRETURN VALUE 8.79\nCA REDMP VAL\n00000007211\t\t0.30\nCOCA COLA MINICAN 7.5Z 6PK\n04900006101\tA\t4.99 SALE\nRETURN VALUE 4.99\nCA REDMP VAL\n00000007211\t\t0.30\nNAB OREO CKIES C/PK 5.25OZ WHSE\n04400000749\t\t2.69\nRETURN VALUE 2.69\nDORITOS NACHO\n02840032505\t\t2.00\n1 @ 2.19 or 2/4.00\nRETURN VALUE 2.00\nF/LAYS REGULAR 2.63OZ\n02840032382\t\t2.00\n1 @ 2.19 or 2/4.00\nRETURN VALUE 2.00\nSCOTCH BRITE H/D KITCHN SPONGE 3S\n02120057235\tA\t4.79\nRETURN VALUE 4.79\nPALMOLIVE DISH OXI POWER\t10OZ\n03500000168\tA\t1.49\nRETURN VALUE 1.49\nSHOPPING BAG FEE\t0.25\nSUBTOTAL\t\t27.60\nSALES TAX A=9.625%\t1.93\nTOTAL\t\t29.53\nVISA ACCT 1850\t29.53\nAUTH CODE\t\t798553\nCHANGE\t\t.00\n\nMYWALGREENS SAVINGS\tof\t1.20\nTHANK YOU FOR SHOPPING AT WALGREENS\nREDEEM $1 WALGREENS CASH REWARDS ON YOUR\nNEXT PURCHASE! WALGREENS CASH REWARDS\nCANNOT BE REDEEMED ON SOME ITEMS. 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"total_weight": { "score": 1.0, "value": null }, "tracking_number": { "score": 1.0, "value": null }, "tracking_numbers": [ { "score": 1.0, "value": null } ], "updated_date": "2024-08-15 15:57:03", "vending_person": { "score": 1.0, "value": null }, "vending_person_number": { "score": 1.0, "value": null }, "vendor": { "abn_number": { "score": 1.0, "value": null }, "account_currency": { "score": 1.0, "value": null }, "account_number": { "score": 1.0, "value": null }, "address": { "value": "191 E 3rd Ave, San Mateo, CA 94401, US" }, "bank_breakdown": [ {} ], "bank_name": { "score": 1.0, "value": null }, "bank_number": { "score": 1.0, "value": null }, "bank_swift": { "score": 1.0, "value": null }, "biller_code": { "score": 1.0, "value": null }, "category": { "value": "drugstores, convenience stores, cosmetics & beauty supply" }, "country_code": { "score": 0.97, "value": "US" }, "email": { "score": 1.0, "value": null }, "external_id": null, "external_ids": [ { "id": "dkERnKgR9jkDSwuF1xFkyg", "source": "yelp" } ], "fax_number": { "score": 1.0, "value": null }, "iban": { "score": 1.0, "value": null }, "lat": 37.565083, "lng": -122.323544, "logo": "https://cdn.veryfi.com/logos/us/126568182.jpeg", "map_url": "https://www.google.com/maps/search/?api=1&query=Walgreens+191+E+3rd+Ave,+San+Mateo,+CA+94401,+US", "name": { "rotation": 0, "score": 0.98, "value": "Walgreens" }, "order_number": { "score": 1.0, "value": null }, "phone_number": { "bounding_box": [ 0, 0.3628, 0.0937, 0.6265, 0.1068 ], "bounding_region": [ 0.3628, 0.0937, 0.6265, 0.0937, 0.6265, 0.1068, 0.3628, 0.1068 ], "ocr_score": 1.0, "rotation": 0, "score": 1.0, "value": "650-342-2723" }, "raw_address": { "bounding_box": [ 0, 0.2734, 0.0682, 0.7148, 0.0958 ], "bounding_region": [ 0.2733, 0.0703, 0.7148, 0.0678, 0.715, 0.0939, 0.2734, 0.0964 ], "ocr_score": 0.99, "rotation": 0, "score": 0.99, "value": "191 E 3RD AVE\nSAN MATEO, CA 94401" }, "raw_name": { "bounding_box": [ 0, 0.6016, 0.6582, 0.7993, 0.6724 ], "bounding_region": [ 0.6016, 0.6582, 0.7993, 0.6582, 0.7993, 0.6724, 0.6016, 0.6724 ], "ocr_score": 0.98, "rotation": 0, "score": 1.0, "value": "WALGREENS" }, "reg_number": { "score": 1.0, "value": null }, "type": { "value": "drugstores, convenience stores, cosmetics & beauty supply" }, "vat_number": { "score": 1.0, "value": null }, "web": { "score": 0.81, "value": null } }, "vendors": [ { "rotation": 0, "score": 0.98, "value": "Walgreens" } ], "vin_number": { "score": 1.0, "value": null }, "warnings": [], "weights": [ { "score": 1.0, "value": null } ] }Update a document
new_vendor = {"name": "Starbucks", "address": "123 Easy Str, San Francisco, CA 94158"} category = "Meals & Entertainment" new_total = 11.23 veryfi_client.update_document(id=12345, vendor=new_vendor, category=new_category, total=new_total) Visit https://docs.veryfi.com/ to access integration guides and usage notes in the Veryfi API Documentation Portal
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If you found a bug in this library or would like new features added, then open an issue or pull requests against this repo!
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