Add OpenAI proxy (#1503)

Co-authored-by: Deshraj Yadav <deshrajdry@gmail.com>

mem0/vector_stores/qdrant.py

@@ -20,25 +20,25 @@ from mem0.vector_stores.base import VectorStoreBase
 class Qdrant(VectorStoreBase):
     def __init__(
         self,
-        collection_name="mem0",
-        embedding_model_dims=1536,
-        client=None,
-        host="localhost",
-        port=6333,
-        path=None,
-        url=None,
-        api_key=None,
+        collection_name,
+        embedding_model_dims,
+        client,
+        host,
+        port,
+        path,
+        url,
+        api_key,
     ):
         """
         Initialize the Qdrant vector store.
 
         Args:
-            client (QdrantClient, optional): Existing Qdrant client instance. Defaults to None.
-            host (str, optional): Host address for Qdrant server. Defaults to "localhost".
-            port (int, optional): Port for Qdrant server. Defaults to 6333.
-            path (str, optional): Path for local Qdrant database. Defaults to None.
-            url (str, optional): Full URL for Qdrant server. Defaults to None.
-            api_key (str, optional): API key for Qdrant server. Defaults to None.
+            client (QdrantClient, optional): Existing Qdrant client instance.
+            host (str, optional): Host address for Qdrant server.
+            port (int, optional): Port for Qdrant server.
+            path (str, optional): Path for local Qdrant database.
+            url (str, optional): Full URL for Qdrant server.
+            api_key (str, optional): API key for Qdrant server.
         """
         if client:
             self.client = client