Update

app/Helpers/FirstParty/Maintenance/KeywordEmbeddingMaintenance.php

@@ -8,8 +8,6 @@
 use App\Models\MemeMedia;
 use App\Models\MemeMediaEmbedding;
 use Exception;
-use Illuminate\Contracts\Filesystem\Cloud;
-use PhpParser\Lexer\TokenEmulator\KeywordEmulator;
 
 class KeywordEmbeddingMaintenance
 {
@@ -24,7 +22,7 @@ public static function populateCategoryEmbeddings()
 
         foreach ($categories as $category) {
 
-            $embedding_query = $category->name . " " . $category->description;
+            $embedding_query = $category->name.' '.$category->description;
 
             $keyword_embedding = KeywordEmbedding::where('keyword', $embedding_query)->first();
 
@@ -75,7 +73,6 @@ public static function populateMemeMediasKeywordsEmbeddings()
 
             dump("{Processing: {$count}/{$max}: {$meme_media->name}");
 
-
             // keywords:
             foreach ($meme_media->keywords as $keyword) {
 
@@ -113,7 +110,6 @@ public static function populateMemeMediasKeywordsEmbeddings()
                 dump("Populating emotion keyword embedding for {$keyword}");
                 $embedding = self::fetchAndCacheEmbedding($keyword);
 
-
                 if ($embedding) {
                     MemeMediaEmbedding::create([
                         'meme_media_id' => $meme_media->id,
@@ -140,8 +136,8 @@ public static function populateMemeMediasKeywordsEmbeddings()
             }
 
             dump("✓ Successfully processed meme media {$meme_media->id}");
-            dump("");
-            dump("");
+            dump('');
+            dump('');
         }
     }
 
@@ -150,7 +146,7 @@ public static function populateMemeMediaEmbeddings()
         $meme_medias = MemeMedia::whereNotNull('embedding')->get();
 
         foreach ($meme_medias as $meme_media) {
-            $embedding_query = $meme_media->name . " " . $meme_media->description;
+            $embedding_query = $meme_media->name.' '.$meme_media->description;
 
             $keyword_embedding = KeywordEmbedding::where('keyword', $embedding_query)->first();
 
@@ -170,7 +166,6 @@ private static function fetchAndCacheEmbedding($keyword)
         $max_retries = 3;
         $current_attempt = 0;
 
-
         while ($embedding === null && $current_attempt < $max_retries) {
             $current_attempt++;
             try {