PHP code example of bluefission / synthetiq

    
        
<?php
require_once('vendor/autoload.php');

/* Start to develop here. Best regards https://php-download.com/ */

    

bluefission / synthetiq example snippets

use BlueFission\SynthetIQ\SynthetIQ;
use BlueFission\SynthetIQ\Training\RouteTrainer;
use BlueFission\Automata\Language\{Interpreter, Grammar, StemmerLemmatizer, Documenter, Walker};
use BlueFission\Automata\Analysis\KeywordTopicAnalyzer;
use BlueFission\Automata\Strategy\NaiveBayesTextClassification;

$dialogue = ommands'], $tokens),
    $documenter,
    new Walker()
);

$analyzer = new KeywordTopicAnalyzer(new NaiveBayesTextClassification, 'models/ml/');

$ai = new SynthetIQ($interpreter, $analyzer);

RouteTrainer::train($ai, $dialogue, $intentBoosts);

$result = $ai->processInputEnvelope('hello');
echo $result['response'];

use BlueFission\SynthetIQ\Clients\ClientResolver;
use BlueFission\SynthetIQ\Clients\WeatherClientInterface;

$resolver = ClientResolver::make(

use BlueFission\SynthetIQ\Training\RouteTrainer;

$state = RouteTrainer::compile($dialogue, $intentBoosts, [
    'grammar' => $grammar,
    'tokens' => $tokens,
]);

RouteTrainer::saveState($state, __DIR__ . '/models/routes.json');

if (RouteTrainer::stateMatches($state, $dialogue, $intentBoosts, ['grammar' => $grammar, 'tokens' => $tokens])) {
    RouteTrainer::apply($ai, $state);
}

$ai = new SynthetIQ($interpreter, $analyzer, null, null, null, null, [
    'strategy_weights' => [
        'matcher' => 1.0,
        'keyword_overlap' => 0.75,
        'naive_bayes' => 0.5,
    ],
    'strategy_thresholds' => [
        'matcher' => 0.2,
        'keyword_overlap' => 0.1,
    ],
]);

use BlueFission\SynthetIQ\Intents\IntelligenceRouter;

$router = new IntelligenceRouter($analyzer, null, [
    'enable_naive_bayes' => false,
]);

$scores = $router->score('hello there', $context);
$diagnostics = $router->lastDiagnostics();

$diagnostics = $ai->responsePredictorDiagnostics();

$result = $ai->processInputEnvelope('hello');

echo $result['response'];
$intent = $result['intent']['label'];
$responseRoute = $result['response_route']['label'];
$predictor = $result['predictor']['status'];

$ai->enableScriptedTemplates(true);

use BlueFission\SynthetIQ\Policy\NullPolicyFilter;

$ai->addPolicyFilter(new NullPolicyFilter());
$envelope = $ai->processInputEnvelope('hello');
$audit = $envelope['audit'];

use BlueFission\SynthetIQ\Flow\ConversationFlow;

$flow = ConversationFlow::fromArray(rent = $envelope['flow']['current_state'];

use BlueFission\SynthetIQ\State\ConversationState;

$state = ConversationState::fromArray(e = $envelope['state']['tone'];

use BlueFission\SynthetIQ\Handoff\ContextEnvelope;
use BlueFission\SynthetIQ\Handoff\ContextHandoff;
use BlueFission\SynthetIQ\Profiles\ConversationProfile;

$config = ontextHandoff())->handoff(
    $profile,
    $context,
    $config['handoff']['

use BlueFission\SynthetIQ\Scenes\SceneContract;

$scenes = gh']);

$ai->enableSpellCorrection(false);

bash
php example.php hello
php examples/minimal.php hello
php examples/envelope.php hello
php examples/evaluator.php --no-progress
php examples/route_state.php --write --state=models/routes/synthetiq_routes.json --apply --probe=hello
php benchmarks/selection.php 1000 50 5

bash
php examples/optional_clients.php

bash
php examples/route_state.php --write --state=models/routes/synthetiq_routes.json
php examples/route_state.php --state=models/routes/synthetiq_routes.json
php examples/route_state.php --state=models/routes/synthetiq_routes.json --apply --probe=hello

bash
php benchmarks/selection.php 1000 50 5