Python SDK for Lucidtech AI Services
Project description
# Python SDK for Lucidtech AI Services API
## Installation
```bash
$ pip install lucidtech-las
```
## Usage Match Receipts
```python
from las import Client, Receipt
api_key = '...'
client = Client(api_key)
transactions = {
'transaction_1': {'total': '100.00', 'date': '2017-08-21'},
'transaction_2': {'total': '340.90', 'date': '2016-03-08'},
'transaction_3': {'total': '90.37', 'date': '2017-02-17'}
}
receipts = {
'receipt_1': Receipt(url='https://example.com/receipt1.jpeg'),
'receipt_2': Receipt(url='https://example.com/receipt2.jpeg'),
'receipt_3': Receipt(url='https://example.com/receipt3.jpeg'),
}
matching_fields = [
'total',
'date'
]
response = client.match_receipts(
transactions=transactions,
receipts=receipts,
matching_fields=matching_fields
)
print(response['matchedTransactions'])
# {'transaction_1': 'receipt_2', 'transaction_3': 'receipt_1'}
print(response['notMatchedTransactions'])
# ['transaction_2']
```
## Usage Scan Receipt
```python
from las import Client, Receipt
api_key = '...'
client = Client(api_key)
receipt = Receipt(url='https://example.com/img.jpeg')
fields = client.scan_receipt(receipt)
print(fields)
# [{'label': 'total', 'value': '157.00', 'confidence': '0.968395300'} ...]
with open('img.jpeg', 'rb') as fp:
receipt = Receipt(fp=fp)
fields = client.scan_receipt(receipt)
print(fields)
# [{'label': 'total', 'value': '157.00', 'confidence': '0.968395300'} ...]
receipt = Receipt(filename='img.jpeg')
fields = client.scan_receipt(receipt)
print(fields)
# [{'label': 'total', 'value': '157.00', 'confidence': '0.968395300'} ...]
```
## Installation
```bash
$ pip install lucidtech-las
```
## Usage Match Receipts
```python
from las import Client, Receipt
api_key = '...'
client = Client(api_key)
transactions = {
'transaction_1': {'total': '100.00', 'date': '2017-08-21'},
'transaction_2': {'total': '340.90', 'date': '2016-03-08'},
'transaction_3': {'total': '90.37', 'date': '2017-02-17'}
}
receipts = {
'receipt_1': Receipt(url='https://example.com/receipt1.jpeg'),
'receipt_2': Receipt(url='https://example.com/receipt2.jpeg'),
'receipt_3': Receipt(url='https://example.com/receipt3.jpeg'),
}
matching_fields = [
'total',
'date'
]
response = client.match_receipts(
transactions=transactions,
receipts=receipts,
matching_fields=matching_fields
)
print(response['matchedTransactions'])
# {'transaction_1': 'receipt_2', 'transaction_3': 'receipt_1'}
print(response['notMatchedTransactions'])
# ['transaction_2']
```
## Usage Scan Receipt
```python
from las import Client, Receipt
api_key = '...'
client = Client(api_key)
receipt = Receipt(url='https://example.com/img.jpeg')
fields = client.scan_receipt(receipt)
print(fields)
# [{'label': 'total', 'value': '157.00', 'confidence': '0.968395300'} ...]
with open('img.jpeg', 'rb') as fp:
receipt = Receipt(fp=fp)
fields = client.scan_receipt(receipt)
print(fields)
# [{'label': 'total', 'value': '157.00', 'confidence': '0.968395300'} ...]
receipt = Receipt(filename='img.jpeg')
fields = client.scan_receipt(receipt)
print(fields)
# [{'label': 'total', 'value': '157.00', 'confidence': '0.968395300'} ...]
```
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