Basic use with HandlesSelfExtraction trait¶
Instructor provides HandlesSelfExtraction
trait that you can use to enable extraction capabilities directly on class via static extract()
method.
extract()
method returns an instance of the class with the data extracted using the Instructor.
extract()
method has following signature (you can also find it in the CanSelfExtract
interface):
static public function extract(
string|array $messages, // (required) The message(s) to extract data from
string $model = '', // (optional) The model to use for extraction (otherwise - use default)
int $maxRetries = 2, // (optional) The number of retries in case of validation failure
array $options = [], // (optional) Additional data to pass to the Instructor or LLM API
array $examples = [], // (optional) Examples to include in the prompt
string $toolName = '', // (optional) The name of the tool call - used to add semantic information for LLM
string $toolDescription = '', // (optional) The description of the tool call - as above
string $prompt = '', // (optional) The prompt to use for extraction
string $retryPrompt = '', // (optional) The prompt to use in case of validation failure
Mode $mode = Mode::Tools, // (optional) The mode to use for extraction
Instructor $instructor = null // (optional) The Instructor instance to use for extraction
) : static;
<?php
$loader = require 'vendor/autoload.php';
$loader->add('Cognesy\\Instructor\\', __DIR__ . '../../src/');
use Cognesy\Instructor\Extras\Mixin\HandlesSelfExtraction;
class User {
use HandlesSelfExtraction;
public int $age;
public string $name;
}
$user = User::extract("Jason is 25 years old and works as an engineer.");
dump($user);
assert(isset($user->name));
assert(isset($user->age));
?>