fix(store): qdrant arguments moved to optionals

Author: Guikingone

src/ai-bundle/tests/DependencyInjection/AiBundleTest.php

@@ -2976,6 +2976,24 @@ private function getFullConfig(): array
                             'distance' => 'Cosine',
                             'async' => false,
                         ],
+                        'my_custom_dimensions_qdrant_store' => [
+                            'endpoint' => 'http://127.0.0.1:8000',
+                            'api_key' => 'test',
+                            'collection_name' => 'foo',
+                            'dimensions' => 768,
+                        ],
+                        'my_custom_distance_qdrant_store' => [
+                            'endpoint' => 'http://127.0.0.1:8000',
+                            'api_key' => 'test',
+                            'collection_name' => 'foo',
+                            'distance' => 'Cosine',
+                        ],
+                        'my_async_qdrant_store' => [
+                            'endpoint' => 'http://127.0.0.1:8000',
+                            'api_key' => 'test',
+                            'collection_name' => 'foo',
+                            'async' => false,
+                        ],
                     ],
                     'redis' => [
                         'my_redis_store' => [

src/store/src/Bridge/Qdrant/Store.php

@@ -31,9 +31,9 @@ public function __construct(
         private readonly string $endpointUrl,
         #[\SensitiveParameter] private readonly string $apiKey,
         private readonly string $collectionName,
-        private readonly int $embeddingsDimension = 1536,
-        private readonly string $embeddingsDistance = 'Cosine',
-        private readonly bool $async = false,
+        private readonly ?int $embeddingsDimension = 1536,
+        private readonly ?string $embeddingsDistance = 'Cosine',
+        private readonly ?bool $async = false,
     ) {
     }