docs: Query API snippets with Python (#1095)

Co-authored-by: generall <andrey@vasnetsov.com>

qdrant-landing/content/documentation/concepts/vectors.md

@@ -328,16 +328,11 @@ from qdrant_client import QdrantClient, models
 client = QdrantClient(url="http://localhost:6333")
 
 
-result = client.search(
+result = client.query_points(
     collection_name="{collection_name}",
-    query_vector=models.NamedSparseVector(
-        name="text",
-        vector=models.SparseVector(
-            indices=[1, 3, 5, 7],
-            values=[0.1, 0.2, 0.3, 0.4]
-        ),
-    )
-)
+    query_vector=models.SparseVector(indices=[1, 3, 5, 7], values=[0.1, 0.2, 0.3, 0.4]),
+    using="text",
+).points
 ```
 
 ```rust