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app/Helpers/FirstParty/Aictio/Aictio.php

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