diff --git a/docs/open-source/graph_memory/features.mdx b/docs/open-source/graph_memory/features.mdx
index 52abfc79..5c74203a 100644
--- a/docs/open-source/graph_memory/features.mdx
+++ b/docs/open-source/graph_memory/features.mdx
@@ -28,8 +28,7 @@ config = {
             "password": "xxx"
         },
         "custom_prompt": "Please only extract entities containing sports related relationships and nothing else.",
-    },
-    "version": "v1.1"
+    }
 }
 
 m = Memory.from_config(config_dict=config)
diff --git a/docs/open-source/graph_memory/overview.mdx b/docs/open-source/graph_memory/overview.mdx
index 849b0530..11edcd4e 100644
--- a/docs/open-source/graph_memory/overview.mdx
+++ b/docs/open-source/graph_memory/overview.mdx
@@ -38,8 +38,7 @@ allowfullscreen
 ## Initialize Graph Memory
 
 To initialize Graph Memory you'll need to set up your configuration with graph store providers.
-Currently, we support Neo4j as a graph store provider. You can setup [Neo4j](https://neo4j.com/) locally or use the hosted [Neo4j AuraDB](https://neo4j.com/product/auradb/). 
-Moreover, you also need to set the version to `v1.1` (*prior versions are not supported*).
+Currently, we support Neo4j as a graph store provider. You can setup [Neo4j](https://neo4j.com/) locally or use the hosted [Neo4j AuraDB](https://neo4j.com/product/auradb/).
 
 <Note>If you are using Neo4j locally, then you need to install [APOC plugins](https://neo4j.com/labs/apoc/4.1/installation/).</Note>
 
@@ -65,8 +64,7 @@ config = {
             "username": "neo4j",
             "password": "xxx"
         }
-    },
-    "version": "v1.1"
+    }
 }
 
 m = Memory.from_config(config_dict=config)
@@ -98,8 +96,7 @@ config = {
                 "temperature": 0.0,
             }
         }
-    },
-    "version": "v1.1"
+    }
 }
 
 m = Memory.from_config(config_dict=config)
diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx
index 8467419f..b52399db 100644
--- a/docs/open-source/python-quickstart.mdx
+++ b/docs/open-source/python-quickstart.mdx
@@ -71,8 +71,7 @@ config = {
             "username": "neo4j",
             "password": "---"
         }
-    },
-    "version": "v1.1"
+    }
 }
 
 m = Memory.from_config(config_dict=config)
@@ -100,10 +99,6 @@ result = m.add("Likes to play cricket on weekends", user_id="alice", metadata={"
 {
     "results": [
         {"id": "bf4d4092-cf91-4181-bfeb-b6fa2ed3061b", "memory": "Likes to play cricket on weekends", "event": "ADD"}
-    ],
-    "relations": [
-        {"source": "alice", "relationship": "likes_to_play", "target": "cricket"}, 
-        {"source": "alice", "relationship": "plays_on", "target": "weekends"}
     ]
 }
 ```
@@ -129,10 +124,6 @@ all_memories = m.get_all(user_id="alice")
             "updated_at": None, 
             "user_id": "alice"
         }
-    ], 
-    "relations": [
-        {"source": "alice", "relationship": "likes_to_play", "target": "cricket"}, 
-        {"source": "alice", "relationship": "plays_on", "target": "weekends"}
     ]
 }
 ```
@@ -180,10 +171,6 @@ related_memories = m.search(query="What are Alice's hobbies?", user_id="alice")
             "updated_at": None, 
             "user_id": "alice"
         }
-    ], 
-    "relations": [
-        {"source": "alice", "relationship": "plays_on", "target": "weekends"}, 
-        {"source": "alice", "relationship": "likes_to_play", "target": "cricket"}
     ]
 }
 ```
@@ -303,7 +290,7 @@ Mem0 offers extensive configuration options to customize its behavior according
 | Parameter         | Description                          | Default                    |
 |------------------|--------------------------------------|----------------------------|
 | `history_db_path` | Path to the history database         | "{mem0_dir}/history.db"    |
-| `version`         | API version                          | "v1.0"                     |
+| `version`         | API version                          | "v1.1"                     |
 | `custom_prompt`   | Custom prompt for memory processing  | None                       |
 </Accordion>
 
diff --git a/mem0/configs/base.py b/mem0/configs/base.py
index 55d6b2e9..4d54dc2d 100644
--- a/mem0/configs/base.py
+++ b/mem0/configs/base.py
@@ -46,7 +46,7 @@ class MemoryConfig(BaseModel):
     )
     version: str = Field(
         description="The version of the API",
-        default="v1.0",
+        default="v1.1",
     )
     custom_prompt: Optional[str] = Field(
         description="Custom prompt for the memory",
diff --git a/mem0/memory/main.py b/mem0/memory/main.py
index 1c3a4b03..6ab3fb64 100644
--- a/mem0/memory/main.py
+++ b/mem0/memory/main.py
@@ -46,7 +46,7 @@ class Memory(MemoryBase):
 
         self.enable_graph = False
 
-        if self.api_version == "v1.1" and self.config.graph_store.config:
+        if self.config.graph_store.config:
             from mem0.memory.graph_memory import MemoryGraph
 
             self.graph = MemoryGraph(self.config)
@@ -126,12 +126,7 @@ class Memory(MemoryBase):
             vector_store_result = future1.result()
             graph_result = future2.result()
 
-        if self.api_version == "v1.1":
-            return {
-                "results": vector_store_result,
-                "relations": graph_result,
-            }
-        else:
+        if self.api_version == "v1.0":
             warnings.warn(
                 "The current add API output format is deprecated. "
                 "To use the latest format, set `api_version='v1.1'`. "
@@ -141,6 +136,14 @@ class Memory(MemoryBase):
             )
             return vector_store_result
 
+        if self.enable_graph:
+            return {
+                "results": vector_store_result,
+                "relations": graph_result,
+            }
+
+        return {"results": vector_store_result}
+
     def _add_to_vector_store(self, messages, metadata, filters):
         parsed_messages = parse_messages(messages)
 
@@ -252,7 +255,7 @@ class Memory(MemoryBase):
 
     def _add_to_graph(self, messages, filters):
         added_entities = []
-        if self.api_version == "v1.1" and self.enable_graph:
+        if self.enable_graph:
             if filters.get("user_id") is None:
                 filters["user_id"] = "user"
 
@@ -324,11 +327,7 @@ class Memory(MemoryBase):
 
         with concurrent.futures.ThreadPoolExecutor() as executor:
             future_memories = executor.submit(self._get_all_from_vector_store, filters, limit)
-            future_graph_entities = (
-                executor.submit(self.graph.get_all, filters, limit)
-                if self.api_version == "v1.1" and self.enable_graph
-                else None
-            )
+            future_graph_entities = executor.submit(self.graph.get_all, filters, limit) if self.enable_graph else None
 
             concurrent.futures.wait(
                 [future_memories, future_graph_entities] if future_graph_entities else [future_memories]
@@ -337,12 +336,10 @@ class Memory(MemoryBase):
             all_memories = future_memories.result()
             graph_entities = future_graph_entities.result() if future_graph_entities else None
 
-        if self.api_version == "v1.1":
-            if self.enable_graph:
-                return {"results": all_memories, "relations": graph_entities}
-            else:
-                return {"results": all_memories}
-        else:
+        if self.enable_graph:
+            return {"results": all_memories, "relations": graph_entities}
+
+        if self.api_version == "v1.0":
             warnings.warn(
                 "The current get_all API output format is deprecated. "
                 "To use the latest format, set `api_version='v1.1'`. "
@@ -351,6 +348,8 @@ class Memory(MemoryBase):
                 stacklevel=2,
             )
             return all_memories
+        else:
+            return {"results": all_memories}
 
     def _get_all_from_vector_store(self, filters, limit):
         memories = self.vector_store.list(filters=filters, limit=limit)
@@ -419,9 +418,7 @@ class Memory(MemoryBase):
         with concurrent.futures.ThreadPoolExecutor() as executor:
             future_memories = executor.submit(self._search_vector_store, query, filters, limit)
             future_graph_entities = (
-                executor.submit(self.graph.search, query, filters, limit)
-                if self.api_version == "v1.1" and self.enable_graph
-                else None
+                executor.submit(self.graph.search, query, filters, limit) if self.enable_graph else None
             )
 
             concurrent.futures.wait(
@@ -431,20 +428,20 @@ class Memory(MemoryBase):
             original_memories = future_memories.result()
             graph_entities = future_graph_entities.result() if future_graph_entities else None
 
-        if self.api_version == "v1.1":
-            if self.enable_graph:
-                return {"results": original_memories, "relations": graph_entities}
-            else:
-                return {"results": original_memories}
-        else:
+        if self.enable_graph:
+            return {"results": original_memories, "relations": graph_entities}
+
+        if self.api_version == "v1.0":
             warnings.warn(
-                "The current search API output format is deprecated. "
+                "The current get_all API output format is deprecated. "
                 "To use the latest format, set `api_version='v1.1'`. "
                 "The current format will be removed in mem0ai 1.1.0 and later versions.",
                 category=DeprecationWarning,
                 stacklevel=2,
             )
             return original_memories
+        else:
+            return {"results": original_memories}
 
     def _search_vector_store(self, query, filters, limit):
         embeddings = self.embedding_model.embed(query, "search")
@@ -540,7 +537,7 @@ class Memory(MemoryBase):
 
         logger.info(f"Deleted {len(memories)} memories")
 
-        if self.api_version == "v1.1" and self.enable_graph:
+        if self.enable_graph:
             self.graph.delete_all(filters)
 
         return {"message": "Memories deleted successfully!"}
diff --git a/pyproject.toml b/pyproject.toml
index c5c1b8c1..adc09067 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "mem0ai"
-version = "0.1.58"
+version = "0.1.59"
 description = "Long-term memory for AI Agents"
 authors = ["Mem0 <founders@mem0.ai>"]
 exclude = [
diff --git a/tests/test_main.py b/tests/test_main.py
index 29e66200..b1375310 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -41,10 +41,14 @@ def test_add(memory_instance, version, enable_graph):
 
     result = memory_instance.add(messages=[{"role": "user", "content": "Test message"}], user_id="test_user")
 
-    assert "results" in result
-    assert result["results"] == [{"memory": "Test memory", "event": "ADD"}]
-    assert "relations" in result
-    assert result["relations"] == []
+    if enable_graph:
+        assert "results" in result
+        assert result["results"] == [{"memory": "Test memory", "event": "ADD"}]
+        assert "relations" in result
+        assert result["relations"] == []
+    else:
+        assert "results" in result
+        assert result["results"] == [{"memory": "Test memory", "event": "ADD"}]
 
     memory_instance._add_to_vector_store.assert_called_once_with(
         [{"role": "user", "content": "Test message"}], {"user_id": "test_user"}, {"user_id": "test_user"}
diff --git a/tests/vector_stores/test_qdrant.py b/tests/vector_stores/test_qdrant.py
index ab80cde9..ce5cc5b1 100644
--- a/tests/vector_stores/test_qdrant.py
+++ b/tests/vector_stores/test_qdrant.py
@@ -55,9 +55,9 @@ class TestQdrant(unittest.TestCase):
 
         results = self.qdrant.search(query=query_vector, limit=1)
 
-        self.client_mock.search.assert_called_once_with(
+        self.client_mock.query_points.assert_called_once_with(
             collection_name="test_collection",
-            query_vector=query_vector,
+            query=query_vector,
             query_filter=None,
             limit=1,
         )