diff --git a/cognee/infrastructure/databases/vector/qdrant/QDrantAdapter.py b/cognee/infrastructure/databases/vector/qdrant/QDrantAdapter.py
index 436861a45..1efcd47b3 100644
--- a/cognee/infrastructure/databases/vector/qdrant/QDrantAdapter.py
+++ b/cognee/infrastructure/databases/vector/qdrant/QDrantAdapter.py
@@ -3,6 +3,7 @@ from uuid import UUID
 from typing import List, Dict, Optional
 from qdrant_client import AsyncQdrantClient, models
 
+from cognee.infrastructure.databases.vector.models.ScoredResult import ScoredResult
 from cognee.infrastructure.engine import DataPoint
 from ..vector_db_interface import VectorDBInterface
 from ..embeddings.EmbeddingEngine import EmbeddingEngine
diff --git a/cognee/modules/engine/utils/__init__.py b/cognee/modules/engine/utils/__init__.py
index 9cc2bc573..4d4ab02e7 100644
--- a/cognee/modules/engine/utils/__init__.py
+++ b/cognee/modules/engine/utils/__init__.py
@@ -1,2 +1,3 @@
 from .generate_node_id import generate_node_id
 from .generate_node_name import generate_node_name
+from .generate_edge_name import generate_edge_name
diff --git a/cognee/modules/engine/utils/generate_node_name.py b/cognee/modules/engine/utils/generate_node_name.py
index 84b266198..a2871875b 100644
--- a/cognee/modules/engine/utils/generate_node_name.py
+++ b/cognee/modules/engine/utils/generate_node_name.py
@@ -1,2 +1,2 @@
 def generate_node_name(name: str) -> str:
-    return name.lower().replace(" ", "_").replace("'", "")
+    return name.lower().replace("'", "")
diff --git a/cognee/tasks/graph/extract_graph_from_data.py b/cognee/tasks/graph/extract_graph_from_data.py
index 36cc3e2fc..9e6edcabd 100644
--- a/cognee/tasks/graph/extract_graph_from_data.py
+++ b/cognee/tasks/graph/extract_graph_from_data.py
@@ -5,7 +5,7 @@ from cognee.infrastructure.databases.graph import get_graph_engine
 from cognee.modules.data.extraction.knowledge_graph import extract_content_graph
 from cognee.modules.chunking.models.DocumentChunk import DocumentChunk
 from cognee.modules.engine.models import EntityType, Entity
-from cognee.modules.engine.utils import generate_node_id, generate_node_name
+from cognee.modules.engine.utils import generate_edge_name, generate_node_id, generate_node_name
 from cognee.tasks.storage import add_data_points
 
 async def extract_graph_from_data(data_chunks: list[DocumentChunk], graph_model: Type[BaseModel]):
@@ -95,7 +95,7 @@ async def extract_graph_from_data(data_chunks: list[DocumentChunk], graph_model:
         for edge in graph.edges:
             source_node_id = generate_node_id(edge.source_node_id)
             target_node_id = generate_node_id(edge.target_node_id)
-            relationship_name = generate_node_name(edge.relationship_name)
+            relationship_name = generate_edge_name(edge.relationship_name)
 
             edge_key = str(source_node_id) + str(target_node_id) + relationship_name
 
@@ -105,7 +105,7 @@ async def extract_graph_from_data(data_chunks: list[DocumentChunk], graph_model:
                     target_node_id,
                     edge.relationship_name,
                     dict(
-                        relationship_name = generate_node_name(edge.relationship_name),
+                        relationship_name = generate_edge_name(edge.relationship_name),
                         source_node_id = source_node_id,
                         target_node_id = target_node_id,
                     ),
diff --git a/cognee/tests/test_qdrant.py b/cognee/tests/test_qdrant.py
index faa2cbcf4..784b3f27a 100644
--- a/cognee/tests/test_qdrant.py
+++ b/cognee/tests/test_qdrant.py
@@ -37,7 +37,7 @@ async def main():
 
     from cognee.infrastructure.databases.vector import get_vector_engine
     vector_engine = get_vector_engine()
-    random_node = (await vector_engine.search("Entity_name", "AI"))[0]
+    random_node = (await vector_engine.search("Entity_name", "Quantum computer"))[0]
     random_node_name = random_node.payload["text"]
 
     search_results = await cognee.search(SearchType.INSIGHTS, query = random_node_name)
diff --git a/cognee/tests/test_weaviate.py b/cognee/tests/test_weaviate.py
index 121c1749e..3f853f63e 100644
--- a/cognee/tests/test_weaviate.py
+++ b/cognee/tests/test_weaviate.py
@@ -35,7 +35,7 @@ async def main():
 
     from cognee.infrastructure.databases.vector import get_vector_engine
     vector_engine = get_vector_engine()
-    random_node = (await vector_engine.search("Entity_name", "AI"))[0]
+    random_node = (await vector_engine.search("Entity_name", "quantum computer"))[0]
     random_node_name = random_node.payload["text"]
 
     search_results = await cognee.search(SearchType.INSIGHTS, query = random_node_name)