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Overview

This is an example of how to extract structured data from an image using Instructor. The image is loaded from a file and converted to base64 format before sending it to OpenAI API.

The response model is a PHP class that represents the structured receipt information with data of vendor, items, subtotal, tax, tip, and total.

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Scanned image

Here’s the image we’re going to extract data from.

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Example

<?php

$loader = require 'vendor/autoload.php';

$loader->add('Cognesy\\Instructor\\', __DIR__ . '../../src/');



use Cognesy\Instructor\Enums\Mode;use Cognesy\Instructor\Extras\Image\Image;use Cognesy\Instructor\Instructor;



class Vendor {

    public ?string $name = '';

    public ?string $address = '';

    public ?string $phone = '';

}



class ReceiptItem {

    public string $name;

    public ?int $quantity = 1;

    public float $price;

}



class Receipt {

    public Vendor $vendor;

    /** @var ReceiptItem[] */

    public array $items = [];

    public ?float $subtotal;

    public ?float $tax;

    public ?float $tip;

    public float $total;

}



$receipt = (new Instructor)->withConnection('anthropic')->respond(

    input: Image::fromFile(__DIR__ . '/receipt.png'),

    responseModel: Receipt::class,

    prompt: 'Extract structured data from the receipt. Return result as JSON following this schema: <|json_schema|>',

    model: 'claude-3-5-sonnet-20240620',

    mode: Mode::Json,

    options: ['max_tokens' => 4096]

);



dump($receipt);



assert($receipt->total === 169.82);

?>
Image to data (OpenAI)Image to data (Gemini)