Automatically identify and extract key values without manual supervision or templates. Integrate a KVP API to extract specific data like credit cards, addresses, and emails from unstructured documents.
Identify key-value pairs from documents such as invoices, forms, and IDs without defining rules or templates. Our API adapts intelligently using machine learning.
Automatically extract key-value pairs from images in Google Drive and save them as JSON using our Zapier integration. Automate your document workflows to save time and centralize data.
Extract information from documents with varying formats, irregular spacing, and inconsistent structure with high accuracy.
This example will extract key-value pairs from an input file and return it as a JSON file.
Try it out in three steps
invoice.webp to your project folder.result.json to see the output.curl -X POST https://api.nutrient.io/build \ -H "Authorization: Bearer your_api_key_here" \ -o result.json \ --fail \ -F instructions='{ "parts": [ { "file": "invoice" } ], "output": { "type": "json-content", "keyValuePairs": true } }'curl -X POST https://api.nutrient.io/build ^ -H "Authorization: Bearer your_api_key_here" ^ -o result.json ^ --fail ^ -F instructions="{\"parts\": [{\"file\": \"invoice\"}], \"output\": {\"type\": \"json-content\", \"keyValuePairs\": true}}"package com.example.pspdfkit;
import java.io.File;import java.io.IOException;import java.nio.file.FileSystems;import java.nio.file.Files;import java.nio.file.StandardCopyOption;
import org.json.JSONArray;import org.json.JSONObject;
import okhttp3.MediaType;import okhttp3.MultipartBody;import okhttp3.OkHttpClient;import okhttp3.Request;import okhttp3.RequestBody;import okhttp3.Response;
public final class PspdfkitApiExample { public static void main(final String[] args) throws IOException { final RequestBody body = new MultipartBody.Builder() .setType(MultipartBody.FORM) .addFormDataPart( "invoice", "invoice.webp", RequestBody.create( MediaType.parse("application/octet-stream"), new File("invoice.webp") ) ) .addFormDataPart( "instructions", new JSONObject() .put("parts", new JSONArray() .put(new JSONObject() .put("file", "invoice") ) ) .put("output", new JSONObject() .put("type", "json-content") .put("keyValuePairs", true) ).toString() ) .build();
final Request request = new Request.Builder() .url("https://api.nutrient.io/build") .method("POST", body) .addHeader("Authorization", "Bearer your_api_key_here") .build();
final OkHttpClient client = new OkHttpClient() .newBuilder() .build();
final Response response = client.newCall(request).execute();
if (response.isSuccessful()) { Files.copy( response.body().byteStream(), FileSystems.getDefault().getPath("result.json"), StandardCopyOption.REPLACE_EXISTING ); } else { // Handle the error throw new IOException(response.body().string()); } }}using System;using System.IO;using System.Net;using RestSharp;
namespace PspdfkitApiDemo{ class Program { static void Main(string[] args) { var client = new RestClient("https://api.nutrient.io/build");
var request = new RestRequest(Method.POST) .AddHeader("Authorization", "Bearer your_api_key_here") .AddFile("invoice", "invoice.webp") .AddParameter("instructions", new JsonObject { ["parts"] = new JsonArray { new JsonObject { ["file"] = "invoice" } }, ["output"] = new JsonObject { ["type"] = "json-content", ["keyValuePairs"] = true } }.ToString());
request.AdvancedResponseWriter = (responseStream, response) => { if (response.StatusCode == HttpStatusCode.OK) { using (responseStream) { using var outputFileWriter = File.OpenWrite("result.json"); responseStream.CopyTo(outputFileWriter); } } else { var responseStreamReader = new StreamReader(responseStream); Console.Write(responseStreamReader.ReadToEnd()); } };
client.Execute(request); } }}// This code requires Node.js. Do not run this code directly in a web browser.
const axios = require('axios')const FormData = require('form-data')const fs = require('fs')
const formData = new FormData()formData.append('instructions', JSON.stringify({ parts: [ { file: "invoice" } ], output: { type: "json-content", keyValuePairs: true }}))formData.append('invoice', fs.createReadStream('invoice.webp'))
;(async () => { try { const response = await axios.post('https://api.nutrient.io/build', formData, { headers: formData.getHeaders({ 'Authorization': 'Bearer your_api_key_here' }), responseType: "stream" })
response.data.pipe(fs.createWriteStream("result.json")) } catch (e) { const errorString = await streamToString(e.response.data) console.log(errorString) }})()
function streamToString(stream) { const chunks = [] return new Promise((resolve, reject) => { stream.on("data", (chunk) => chunks.push(Buffer.from(chunk))) stream.on("error", (err) => reject(err)) stream.on("end", () => resolve(Buffer.concat(chunks).toString("utf8"))) })}import requestsimport json
response = requests.request( 'POST', 'https://api.nutrient.io/build', headers = { 'Authorization': 'Bearer your_api_key_here' }, files = { 'invoice': open('invoice.webp', 'rb') }, data = { 'instructions': json.dumps({ 'parts': [ { 'file': 'invoice' } ], 'output': { 'type': 'json-content', 'keyValuePairs': True } }) }, stream = True)
if response.ok: with open('result.json', 'wb') as fd: for chunk in response.iter_content(chunk_size=8096): fd.write(chunk)else: print(response.text) exit()<?php
$FileHandle = fopen('result.json', 'w+');
$curl = curl_init();
curl_setopt_array($curl, array( CURLOPT_URL => 'https://api.nutrient.io/build', CURLOPT_CUSTOMREQUEST => 'POST', CURLOPT_RETURNTRANSFER => true, CURLOPT_ENCODING => '', CURLOPT_POSTFIELDS => array( 'instructions' => '{ "parts": [ { "file": "invoice" } ], "output": { "type": "json-content", "keyValuePairs": true } }', 'invoice' => new CURLFILE('invoice.webp') ), CURLOPT_HTTPHEADER => array( 'Authorization: Bearer your_api_key_here' ), CURLOPT_FILE => $FileHandle,));
$response = curl_exec($curl);
curl_close($curl);
fclose($FileHandle);POST https://api.nutrient.io/build HTTP/1.1Content-Type: multipart/form-data; boundary=--customboundaryAuthorization: Bearer your_api_key_here
--customboundaryContent-Disposition: form-data; name="instructions"Content-Type: application/json
{ "parts": [ { "file": "invoice" } ], "output": { "type": "json-content", "keyValuePairs": true }}--customboundaryContent-Disposition: form-data; name="invoice"; filename="invoice.webp"Content-Type: image/webp
(invoice data)--customboundary--Start now
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No input or resulting documents are stored on our infrastructure. All files are deleted as soon as a request finishes. Alternatively, check out our self-hosted product.
All communication between your application and Nutrient is done via HTTPS to ensure your data is encrypted when itβs sent to us.
All payments are handled by Paddle. Nutrient DWS Processor API never has direct access to any of your payment data.
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