55 lines
1.7 KiB
PHP
55 lines
1.7 KiB
PHP
<?php
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namespace App\Helpers\FirstParty\Aictio;
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use Exception;
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use Http;
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use Pgvector\Laravel\Vector;
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class Aictio
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{
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public static function getVectorEmbedding($embedding_query)
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{
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$embedding_query = trim(preg_replace('/[^a-zA-Z0-9\s,\.]/', '', $embedding_query));
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if (is_empty($embedding_query)) {
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throw new Exception('Empty embedding query.');
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}
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$maxRetries = 3;
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$currentAttempt = 0;
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while ($currentAttempt < $maxRetries) {
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try {
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$response = Http::withHeaders([
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'CtioApp' => 'hireblitz260823',
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])->withOptions(['verify' => (app()->environment() == 'local') ? false : false])->timeout(800)
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->get('https://aictio.applikuapp.com/api/embeddings',
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[
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'input' => $embedding_query,
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]
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);
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$embedding_response = json_decode($response->body(), true);
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if (is_null($embedding_response)) {
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throw new Exception('Embedding response failed, null response');
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}
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if (isset($embedding_response['error'])) {
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throw new Exception($embedding_response['error']);
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}
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return new Vector(array_values($embedding_response)[0]);
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} catch (Exception $e) {
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$currentAttempt++;
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if ($currentAttempt >= $maxRetries) {
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throw $e;
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}
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// Optional: Add sleep for a few seconds if you want to delay the next attempt
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// sleep(1);
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}
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}
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}
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}
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