JavaScript

Use browser version
npm install --save las-sdk-browser
import { AuthorizationCodeCredentials } from '@lucidtech/las-sdk-browser';
import { Client } from '@lucidtech/las-sdk-core';
​
const credentials = new AuthorizationCodeCredentials('<apiEndpoint>', '<apiKey>', '<clientId>',  '<redirectUri>', '<launchUriFn>', '<authEndpoint>');
const client = new Client(credentials);
Use node version
npm install --save las-sdk-node
import { AuthorizationCodeCredentials } from '@lucidtech/las-sdk-node';
import { Client } from '@lucidtech/las-sdk-core';
​
const credentials = new ClientCredentials('<apiEndpoint>', '<apiKey>', '<clientId>',  '<clientSecret>', '<authEndpoint>');
const client = new Client(credentials);
Make a prediction on a document
Suppose we wish to run inference on a document using Lucidtech’s invoice model.
const { documentId } = await client.createDocument('<document content>', '<document mime type>', { consentId: '<consent id>' });
const { predictions } = await client.createPrediction(documentId, '<model name>');
console.log(predictions);
Set ground truth of document
Suppose we make a prediction that returns incorrect values and we wish to improve the model for future use. We can do so by sending feedback to the model, telling it what the expected values should have been.
Consent ID is an identifier you can assign to documents to keep track of document ownership for your customers.
const { documentId } = await client.createDocument('<document content>', '<document mime type>', { consentId: '<consent id>' });
const groundTruths = [
  { 'label': 'total_amount', 'value': '240.01' },
  { 'label': 'due_date', 'value': '2020-01-31' },
];
client.updateDocument(documentId, groundTruths);
Create a batch and associate a few documents with it
Creating a batch is a way to group documents. This is useful for specifying batches of documents to use in improving the model later.
const { batchId } = await client.createBatch(batchDescription);
await client.createDocument('<document content>', '<document mime type>', { consentId: '<consent id>',  batchId })
await client.createDocument('<another content>', '<another mime type>', { consentId: '<consent id>',  batchId })
Python
.NET
Last updated 2 weeks ago