smartTableExtraction

Unlock the potential of data within documents with our AI-driven Table Extraction solution. Using state-of-the-art artificial intelligence models, our system effortlessly identifies and extracts tables from a wide range of documents, be it reports, invoices, or research papers.

This innovative technology not only saves you valuable time and effort but also ensures unparalleled accuracy in data extraction. Whether you're in finance, research, or any industry reliant on structured information, our Smart Table Extraction solution empowers you to harness data effectively, improving decision-making, and productivity while reducing manual data entry errors.

Limitations

Max File Size is 10 MB Max requests per second: 1 Processing Time: Up to the number of characters in an image

Licenses

All rights reserved by Laigo

API Call

Upload file to smartInvoice

POST https://use.laigo.io/api/FileUpload/v1/Upload/smartTableExtraction

Query Parameters

Name	Type	Description
threshold	String	Set minimum probability to be reached by model
email	String	Define receiver email address
outputFormats	String	Define output format(s) like CSV.
languageHint	String	Define language of the file content with ISO code (ISO-639-1)

Headers

Name	Type	Description
accessToken*	String	A JWT issued to your application by the Laigo identity provider.

Request Body

Name	Type	Description
file*	String	The file for uploading

201: Created Returns Job Id

400: Bad Request Incomplete request or insufficient Laigos

401: Unauthorized Unauthorized call

Code snippets

cURL

curl -X POST "https://use.laigo.io/api/FileUpload/v1/Upload/smartTableExtraction" \
     -H "Authorization: Bearer my-accessToken-here" \
     -F "email=my-email-here" \
     -F "outputFormats=CSV" \
     -F "languageHint=EN" \
     -F "file=@my-file-location-here"

C#

string baseUrl = "https://use.laigo.io/api/FileUpload/v1/Upload/smartTableExtraction";
string email = "my-email-here";
string outputFormats = "CSV";
string languageHint = "EN";
string token = "Bearer my-accessToken-here";

using (HttpClient client = new HttpClient())
{
 string url = $"{baseUrl}?email={email}&outputFormats={outputFormats}&languageHint={languageHint}";
 var request = new HttpRequestMessage(HttpMethod.Post, url);
 request.Headers.Add("Authorization", token);
 var content = new MultipartFormDataContent();
 content.Add(new StreamContent(File.OpenRead("/my-file-location-here")), "file", "/my-file-location-here");
 request.Content = content;
 var response = await client.SendAsync(request);
 response.EnsureSuccessStatusCode();
 Console.WriteLine(await response.Content.ReadAsStringAsync());
}

Python

import requests

url = "https://use.laigo.io/api/FileUpload/v1/Upload/smartTableExtraction"
headers = {
    "Authorization": "Bearer my-accessToken-here"
}
data = {
    "email": "my-email-here",
    "outputFormats": "CSV",
    "languageHint": "EN"
}
files = {
    "file": open("my-file-location-here", "rb")
}
response = requests.post(url, headers=headers, data=data, files=files)
response.raise_for_status()
print(response.text)

HTML & JavaScript

//note that running this code directly from the local file system might not work due to security restrictions.
<input type="file" id="fileInput">
<button id="uploadButton">Upload</button>

<script>
  document.getElementById('uploadButton').addEventListener('click', () => {
    const url = 'https://use.laigo.io/api/FileUpload/v1/Upload/smartTableExtraction';
    const token = 'Bearer my-email-here';

    const email = 'my-email-here';
    const outputFormats = 'CSV';
    const languageHint = 'EN';

    const fileInput = document.getElementById('fileInput');
    const file = fileInput.files[0];

    const formData = new FormData();
    formData.append('email', email);
    formData.append('outputFormats', outputFormats);
    formData.append('languageHint', languageHint);
    formData.append('file', file);

    const xhr = new XMLHttpRequest();
    xhr.open('POST', url);
    xhr.setRequestHeader('Authorization', token);

    xhr.onload = () => {
      if (xhr.status === 200) {
        console.log(xhr.responseText);
      } else {
        console.error('Request failed:', xhr.statusText);
      }
    };

    xhr.onerror = () => {
      console.error('Request failed');
    };

    xhr.send(formData);
  });
</script>

PHP

<?php
$curl = curl_init();

$url = "https://use.laigo.io/api/FileUpload/v1/Upload/smartTableExtraction";
$headers = array(
    "Authorization: Bearer my-accessToken-here"
);

$fields = array(
    "email" => "my-email-here",
    "outputFormats" => "CSV",
    "languageHint" => "EN",
    "file" => "@my-file-location-here"
);

curl_setopt($curl, CURLOPT_URL, $url);
curl_setopt($curl, CURLOPT_POST, 1);
curl_setopt($curl, CURLOPT_POSTFIELDS, $fields);
curl_setopt($curl, CURLOPT_HTTPHEADER, $headers);
curl_setopt($curl, CURLOPT_RETURNTRANSFER, 1);

$response = curl_exec($curl);

if (curl_errno($curl)) {
    echo "Error: " . curl_error($curl);
}

curl_close($curl);

echo $response;
?>

Example (Step by step)

1. First you need to have a document sample that you want to use with smartTableExtraction. It can be any document type such as: invoice, receipt, letter, email etc.

2. Inorder to use our smartTableExtractiontool you need to have an API key which can be generated from here.

3. 

If you don’t have an account, first you need to set up your account then you can generate the API key. Create an account here.

1. After you have generated your API key, then you can use smartTableExtractionany popular programming language, where you can find the code snippets here.

2. Run your code. You will receive a JSON ID as response.

Credits (Laigo)

The calculation of processing a page:

Page	Laigos
1	1