Merge pull request #501 from bytestream/patch-2

Refactor to create collection in a separate method

Author: ilvalerione

src/RAG/VectorStore/QdrantVectorStore.php

@@ -54,17 +54,7 @@ protected function initialize(): void
             return;
         }
 
-        $this->httpClient->request(
-            HttpRequest::put(
-                uri: '',
-                body: [
-                    'vectors' => [
-                        'size' => $this->dimension,
-                        'distance' => 'Cosine',
-                    ],
-                ],
-            )
-        );
+        $this->createCollection();
     }
 
     /**
@@ -182,4 +172,19 @@ public function similaritySearch(array $embedding): iterable
             return $document;
         }, $response['result']['points']);
     }
+
+    protected function createCollection(): void
+    {
+        $this->httpClient->request(
+            HttpRequest::put(
+                uri: '',
+                body: [
+                    'vectors' => [
+                        'size' => $this->dimension,
+                        'distance' => 'Cosine',
+                    ],
+                ],
+            )
+        );
+    }
 }