Update

app/Helpers/FirstParty/AI/CloudflareAI.php

@@ -0,0 +1,54 @@
+<?php
+
+namespace App\Helpers\FirstParty\AI;
+
+use Exception;
+use Illuminate\Support\Facades\Http;
+use Pgvector\Laravel\Vector;
+
+class CloudflareAI
+{
+    public static function getVectorEmbeddingBgeSmall($embedding_query)
+    {
+        $embedding_query = substr(trim(preg_replace('/[^a-zA-Z0-9\s,\.]/', '', $embedding_query)), 0, 500);
+
+        if (empty($embedding_query)) {
+            throw new Exception('Empty embedding query.');
+        }
+
+        $maxRetries = 3;
+        $currentAttempt = 0;
+
+        while ($currentAttempt < $maxRetries) {
+            try {
+                // Use the new API endpoint
+                $response = Http::withHeaders([])->withOptions(['verify' => (app()->environment() == 'local') ? false : true])->timeout(800)
+                    ->get(
+                        'hhttps://worker-embedding-mag.prime-42b.workers.dev',
+                        [
+                            'query' => $embedding_query,
+                        ]
+                    );
+
+                if (! $response->successful()) {
+                    throw new Exception('Embedding response failed, API error');
+                }
+
+                $embedding_response = json_decode($response->body(), true);
+
+                try {
+                    return new Vector($embedding_response['response']['data'][0]);
+                } catch (Exception $e) {
+                    throw new Exception('Embedding response failed, null response');
+                }
+            } catch (Exception $e) {
+                $currentAttempt++;
+                if ($currentAttempt >= $maxRetries) {
+                    // we can throw exception here
+                }
+                // Optional: Add sleep for a few seconds if you want to delay the next attempt
+                // sleep(1);
+            }
+        }
+    }
+}

app/Models/MemeMedia.php

@@ -44,6 +44,7 @@ class MemeMedia extends Model
     protected $fillable = [
         'type',
         'sub_type',
+        'original_id',
         'name',
         'description',
         'keywords',