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Vendor swapinvidya
Package laravel-huggingface-client
Short Description A Laravel package for interacting with Hugging Face API
License MIT

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Informations about the package laravel-huggingface-client

Laravel Hugging Face Client

swapinvidya/laravel-huggingface-client is a Laravel package that simplifies integration with the Hugging Face API. This package provides an easy way to interact with models for text generation, image creation, and other AI-powered features.

Features

Text Generation: Generate text using models like gpt2 and gpt-neo.
Image Generation: Create images based on text prompts using models such as stable-diffusion.
Custom Model Completions: Use any available Hugging Face model for specialized tasks.
Seamless Integration: Built for Laravel, with easy dependency injection.

Installation

Step 1: Install via Composer

Run the following command in your Laravel project directory:

Step 2: Publish Configuration

Publish the configuration file to customize your API key and other options:

Step 3: Set Up API Key

Add your Hugging Face API key to the .env file:

Configuration

The configuration file will be published to config/huggingface.php. You can customize your API key and other settings there.

Usage

Inject the HuggingFaceClient in your controllers or services to use its capabilities.

Example: Generate Text

Example: Generate Image

Example: Custom Model Completion

Available Methods

`generateText($model, $input)`

Generates text output using the specified model.

$model: The model to use (e.g., gpt2, gpt-neo).
$input: The text input/prompt for the model.

`generateImage($model, $input)`

Creates an image based on a text prompt.

$model: The image generation model (e.g., stable-diffusion).
$input: The text prompt describing the image.

`generateCompletion($model, $params)`

Generates a completion response with custom parameters.

$model: The model to use (e.g., gpt-neo, opt).
$params: Array of parameters including inputs and optional model settings like temperature and max_new_tokens.

Error Handling

The client will return error information in the response if a request fails:

Testing

To test your package locally, you can link it to a Laravel project using:

Contributing

Feel free to open issues or submit pull requests for improvements and new features.

License

This package is open-source software licensed under the MIT license.

Developed by swapinvidya

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Version v1.0.10 Release 09. Nov 2024
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Requires php Version >=7.4
guzzlehttp/guzzle Version ^7.0
illuminate/support Version ^8.0|^9.0|^10.0|^11.0

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