Mistral

Configuration

'mistral' => [
    'api_key' => env('MISTRAL_API_KEY', ''),
    'url' => env('MISTRAL_URL', 'https://api.mistral.ai/v1'),
],

Provider-specific options

Documents

The text generation part of the exposed Facade only allows documents to be passed in through via URL. See the documents on how to do that.

OCR

Mistral provides an OCR endpoint which can be used to extract text from documents. This OCR endpoint can be used like this:

use Prism\Enums\Provider;
use Prism\Prism\Prism;
use Prism\Prism\Tool;
use Prism\Prism\ValueObjects\Messages\UserMessage;
use Prism\Prism\ValueObjects\Messages\SystemMessage;
use Prism\Prism\Providers\Mistral\Mistral;
use Prism\Prism\Providers\Mistral\ValueObjects\OCRResponse;

/** @var Mistral $provider */
$provider = Prism::provider(\Prism\Prism\Enums\Provider::Mistral);

/** @var OCRResponse $ocrResponse */
$ocrResponse = $provider->ocr(
    'mistral-ocr-latest',
    Document::fromUrl('https://storage.echolabs.dev/api/v1/buckets/public/objects/download?preview=true&prefix=prism-text-generation.pdf')
);

/**
* Just need the full text of all the pages combined? Use the toText() method.
 */
$text = $ocrResponse->toText();

TIP

The OCR endpoint response time can vary depending on the size of the document. We recommend doing this in the background like a queue with a longer timeout.