Hello to all of you.I wish to learn how to build and operate a basic artificial intelligence (AI) system using the PHP programming language.
Who can please send me a guide?
I got a guide from a pal and I want to ascertain it accuracy. See it below:
PHP can be used to create a basic artificial intelligence (AI) utilizing a variety of libraries and frameworks, including TensorFlow PHP, PHP-ML, and FANN. Here's an illustration of how to use PHP-ML to create a basic chatbot:Install Composer to install PHP-ML:
Define the responses of the chatbot:
Obtain user input and use the chatbot to categorize it:
This is an extremely basic PHP-ML chatbot example. This can be improved by include more response pairs, crafting more intricate responses, or using additional libraries or APIs to offer additional functionality. Furthermore, you can use PHP to construct a wide range of other AI applications, like machine learning models for natural language processing, picture recognition, and predictive analytics.
Who can please send me a guide?
I got a guide from a pal and I want to ascertain it accuracy. See it below:
PHP can be used to create a basic artificial intelligence (AI) utilizing a variety of libraries and frameworks, including TensorFlow PHP, PHP-ML, and FANN. Here's an illustration of how to use PHP-ML to create a basic chatbot:Install Composer to install PHP-ML:
Code:
composer require php-ai/php-ml
Code:
use Phpml\Classification\KNearestNeighbors;
use Phpml\Dataset\ArrayDataset;
Define the responses of the chatbot:
Code:
$trainingSamples = [
['Hi there!', 'greeting'],
['Hello!', 'greeting'],
['Hey!', 'greeting'],
['Goodbye!', 'farewell'],
['Bye!', 'farewell'],
['See you later!', 'farewell'],
['How are you?', 'how_are_you'],
['How have you been?', 'how_are_you'],
['What can you do?', 'what_can_you_do']
];
$trainingLabels = array_column($trainingSamples, 1);
$trainingSamples = array_column($trainingSamples, 0);
$dataset = new ArrayDataset($trainingSamples, $trainingLabels);
$classifier = new KNearestNeighbors();
$classifier->train($dataset->getSamples(), $dataset->getTargets());
Obtain user input and use the chatbot to categorize it:
Code:
$input = "Hi there!";
$predictedLabel = $classifier->predict([$input]);
switch ($predictedLabel[0]) {
case 'greeting':
echo "Hello! How can I help you?";
break;
case 'farewell':
echo "Goodbye! Have a nice day.";
break;
case 'how_are_you':
echo "I'm doing well, thank you. How can I assist you today?";
break;
case 'what_can_you_do':
echo "I can help you with general questions or concerns. Please let me know how I can assist you.";
break;
default:
echo "I'm sorry, I didn't understand that. Can you please repeat?";
break;
}
This is an extremely basic PHP-ML chatbot example. This can be improved by include more response pairs, crafting more intricate responses, or using additional libraries or APIs to offer additional functionality. Furthermore, you can use PHP to construct a wide range of other AI applications, like machine learning models for natural language processing, picture recognition, and predictive analytics.