Laravel OpenaiAttribute

Laravel package that allows to define ChatGPT generated attributes for Laravel model like description or other "text" attribute.

Installation

• Install package

 composer require dmsemenov/openai-attribute

• Add your OpenAI api key OPENAI_API_KEY to .env. Key can be found here: https://platform.openai.com/account/api-keys

Configuration

Publish config if needed:

 php artisan vendor:publish --provider="Dmsemenov\OpenaiAttribute\OpenaiAttributeServiceProvider"

It is possible to specify request options in published config or in the model generatedAttributes() method.
Available request options see at OpenApi documentation page.

    // OpenAI api key
    'api_key' => env('OPENAI_API_KEY'),

    // Queue name for generate attributes jobs
    'queue_name' => env('OPENAI_QUEUE_NMAE', 'openai_generate'),

    // Default options for api chat completions requests.
    'default_options' => [
        'model' => env('OPENAI_API_MODEL', 'gpt-3.5-turbo'),
        'temperature' => 0.3,
        'max_tokens' => 100,
        'top_p' => 1.0,
        'frequency_penalty' => 0.0,
        'presence_penalty' => 0.0
    ],

Usage

Trait HasGeneratedAttributes should be added to model. it contains list of model attributes with prompt and options (if needed, see default_options):

public function generatedAttributes(): array
{
    return [
        'description' => [
            'prompt' => 'Tell info about [model:name]". Wrap each paragraph to tag <p>',
            'max_tokens' => 1000
        ],

        'slug' => [
            'prompt' => 'Generate slug from [model:name]',
            'max_tokens' => 10
        ],
    ];
}

Models that fits condition in [MyModel]->NeedsGenerateAttributes() will be selected for attributes generation. Default: all.

Artisan commands to generate attributes:

php artisan openai:generate App\\Models\\[MyModel] --queued

or generate instantly without queue option:

php artisan openai:generate App\\Models\\[MyModel]

or specify model ids list:

php artisan openai:generate App\\Models\\[MyModel] --ids=1 --ids=2

Other useful commands:

Display queue size:
php artisan queue:monitor openai_generate

Remove jobs from queue:
php artisan queue:clear --queue=openai_generate

Run workers:
php artisan queue:work --queue=openai_generate

Change log

Please see the changelog for more information on what has changed recently.

Testing

$ composer test

Contributing

Please see contributing.md for details and a todolist.

Security

If you discover any security related issues, please email [email protected] instead of using the issue tracker.

Credits

• Dmitry Semenov
• All Contributors

License

MIT. Please see the license file for more information.