diff --git a/mem0/vector_stores/qdrant.py b/mem0/vector_stores/qdrant.py
index 708bf4fb..73d6d0dd 100644
--- a/mem0/vector_stores/qdrant.py
+++ b/mem0/vector_stores/qdrant.py
@@ -140,13 +140,13 @@ class Qdrant(VectorStoreBase):
             list: Search results.
         """
         query_filter = self._create_filter(filters) if filters else None
-        hits = self.client.search(
+        hits = self.client.query_points(
             collection_name=self.collection_name,
-            query_vector=query,
+            query=query,
             query_filter=query_filter,
             limit=limit,
         )
-        return hits
+        return hits.points
 
     def delete(self, vector_id: int):
         """
diff --git a/pyproject.toml b/pyproject.toml
index 2d26b669..c5c1b8c1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "mem0ai"
-version = "0.1.57"
+version = "0.1.58"
 description = "Long-term memory for AI Agents"
 authors = ["Mem0 <founders@mem0.ai>"]
 exclude = [