Viceroy LLM Library

Table of Contents

• Installation
• Basic Usage
• Features
• Image Processing
• Advanced Capabilities
• Configuration
• License

Installation

composer require viceroy/llm-library

Basic Usage

use Viceroy\Configuration\ConfigObjects;
use Viceroy\Configuration\ConfigManager;
use Viceroy\Connections\Definitions\OpenAICompatibleEndpointConnection;

// Initialize configuration
$config = new ConfigObjects('config.json');
$configManager = new ConfigManager($config);

// Create connection  
$connection = new OpenAICompatibleEndpointConnection($config);
$connection->setSystemMessage("You are a helpful assistant.")
    ->setParameter('temperature', 0.7)
    ->setParameter('top_p', 0.9);

// Send query
$response = $connection->query("Explain quantum physics");

// Handle response
if ($response->wasStreamed()) {
    echo "Streamed response received";
} else {
    echo $response->getLlmResponse();
    echo "\nThink content: " . $response->getThinkContent();
}

Features

• Dynamic function chaining
• Custom configuration inheritance
• Multi-turn conversation support
• Vision capabilities

Image Processing Examples

use Viceroy\Connections\Definitions\OpenAICompatibleEndpointConnection;

// describe_image.php  
$imagePath = 'examples/images/ocr.png';
$imageData = base64_encode(file_get_contents($imagePath));

$response = $connection->query("Describe this image", [
    'vision' => true,
    'image' => $imageData,
    'max_tokens' => 500
]);

echo $response->getLlmResponse();

Available images:

• Document analysis: /examples/images/image_1.jpg
• Diagram parsing: /examples/images/image_2.jpg
• OCR demonstration: /examples/images/ocr.png

Advanced Capabilities

Dynamic Function Chaining

use Viceroy\Connections\Definitions\OpenAICompatibleEndpointConnection;

$connection->enableFunctionCalling()
    ->registerFunction('get_weather', 'Retrieves weather data')
    ->query("What's the weather in Berlin?");

Custom Configuration

use Viceroy\Configuration\ConfigObjects;

$customConfig = [
    'endpoint' => 'https://api.example.com/v1',
    'timeout' => 30,
    'vision_support' => true,
    'model_mappings' => [
        'gpt-4' => 'company-llm-v4'
    ]
];

License

MIT License
Copyright (c) 2024 Viceroy Project