diff --git a/cognee/tasks/repo_processor/get_repo_file_dependencies.py b/cognee/tasks/repo_processor/get_repo_file_dependencies.py
index 9ac4e9f2e..746721f1f 100644
--- a/cognee/tasks/repo_processor/get_repo_file_dependencies.py
+++ b/cognee/tasks/repo_processor/get_repo_file_dependencies.py
@@ -2,9 +2,9 @@ import os
 from typing import AsyncGenerator
 from uuid import NAMESPACE_OID, uuid5
 import aiofiles
-from tqdm.asyncio import tqdm
+from concurrent.futures import ProcessPoolExecutor
+import asyncio
 
-from cognee.infrastructure.engine import DataPoint
 from cognee.shared.CodeGraphEntities import CodeFile, Repository
 from cognee.tasks.repo_processor.get_local_dependencies import get_local_script_dependencies
 
@@ -45,46 +45,54 @@ def get_edge(file_path: str, dependency: str, repo_path: str, relative_paths: bo
     return (file_path, dependency, {"relation": "depends_directly_on"})
 
 
-async def get_repo_file_dependencies(repo_path: str) -> AsyncGenerator[list[DataPoint], None]:
+def run_coroutine(coroutine_func, *args, **kwargs):
+    loop = asyncio.new_event_loop()
+    asyncio.set_event_loop(loop)
+    result = loop.run_until_complete(coroutine_func(*args, **kwargs))
+    loop.close()
+    return result
+
+async def get_repo_file_dependencies(repo_path: str) -> AsyncGenerator[list, None]:
     """Generate a dependency graph for Python files in the given repository path."""
     py_files_dict = await get_py_files_dict(repo_path)
 
     repo = Repository(
-        id = uuid5(NAMESPACE_OID, repo_path),
-        path = repo_path,
+        id=uuid5(NAMESPACE_OID, repo_path),
+        path=repo_path,
     )
 
-    # data_points = [repo]
     yield repo
 
-    # dependency_graph = nx.DiGraph()
+    with ProcessPoolExecutor(max_workers=12) as executor:
+        loop = asyncio.get_event_loop()
 
-    # dependency_graph.add_nodes_from(py_files_dict.items())
+        tasks = [
+            loop.run_in_executor(
+                executor,
+                run_coroutine,
+                get_local_script_dependencies,
+                os.path.join(repo_path, file_path),
+                repo_path
+            )
+            for file_path, metadata in py_files_dict.items()
+            if metadata.get("source_code") is not None
+        ]
 
-    async for file_path, metadata in tqdm(py_files_dict.items(), desc="Repo dependency graph", unit="file"):
-        source_code = metadata.get("source_code")
-        if source_code is None:
-            continue
+        results = await asyncio.gather(*tasks)
 
-        dependencies = await get_local_script_dependencies(os.path.join(repo_path, file_path), repo_path)
+        for (file_path, metadata), dependencies in zip(py_files_dict.items(), results):
+            source_code = metadata.get("source_code")
 
-        # data_points.append()
-        yield CodeFile(
-            id = uuid5(NAMESPACE_OID, file_path),
-            source_code = source_code,
-            extracted_id = file_path,
-            part_of = repo,
-            depends_on = [
-                CodeFile(
-                    id = uuid5(NAMESPACE_OID, dependency),
-                    extracted_id = dependency,
-                    part_of = repo,
-                ) for dependency in dependencies
-            ] if len(dependencies) else None,
-        )
-        # dependency_edges = [get_edge(file_path, dependency, repo_path) for dependency in dependencies]
-
-        # dependency_graph.add_edges_from(dependency_edges)
-
-    # return data_points
-    # return dependency_graph
+            yield CodeFile(
+                id=uuid5(NAMESPACE_OID, file_path),
+                source_code=source_code,
+                extracted_id=file_path,
+                part_of=repo,
+                depends_on=[
+                    CodeFile(
+                        id=uuid5(NAMESPACE_OID, dependency),
+                        extracted_id=dependency,
+                        part_of=repo,
+                    ) for dependency in dependencies
+                ] if dependencies else None,
+            )