Invoice Entity Extraction

Given an invoice, the model is able to extract the named entities in the contract

Generate Content

Extraction

Input

Given a banking invoice, please return the name of the vendor.

Bank Invoice: PURCHASE #0521 MERCHANT ALLBIRDS ACC XXX3846
Vendor: ALLBIRDS

--

Bank Invoice: PURCHASE #6781 MERCHANT SHOPPERS ACC XXX9877
Vendor: SHOPPERS

--

Bank Invoice: PURCHASE #0777 CN TOWER ACC XXX3846
Vendor:

Response

CN TOWER

API Request

import cohere
co = cohere.Client('{apiKey}')
response = co.generate(
  model='xlarge',
  prompt='Given a banking invoice, please return the name of the vendor.\n\nBank Invoice: PURCHASE #0521 MERCHANT ALLBIRDS ACC XXX3846\nVendor: ALLBIRDS\n--\nBank Invoice: PURCHASE #6781 MERCHANT SHOPPERS ACC XXX9877\nVendor: SHOPPERS\n--\nBank Invoice: PURCHASE #0777 CN TOWER ACC XXX3846\nVendor:',
  max_tokens=15,
  temperature=0.3,
  k=0,
  p=1,
  frequency_penalty=0,
  presence_penalty=0,
  stop_sequences=["--"],
  return_likelihoods='NONE')
print('Prediction: {}'.format(response.generations[0].text))

Parameters

model_size	xlarge
frequency_penalty	0
k	0
max_tokens	15
p	1
presence_penalty	0
stop_sequence	--
temperature	0.3