diff --git a/examples/python/code_graph_pipeline.py b/examples/python/code_graph_pipeline.py
index e4fe29840..221ff8385 100644
--- a/examples/python/code_graph_pipeline.py
+++ b/examples/python/code_graph_pipeline.py
@@ -1,11 +1,8 @@
-import argparse
 import asyncio
 import os
-import cognee
-import json
+from uuid import UUID, uuid4
 
 import numpy as np
-from networkx.classes.digraph import DiGraph
 
 from cognee.modules.pipelines import Task, run_tasks
 from cognee.shared.CodeGraphEntities import CodeFile, CodeRelationship, Repository
@@ -16,49 +13,70 @@ from cognee.tasks.code.get_local_dependencies_checker import (
 from cognee.tasks.graph.convert_graph_from_code_graph import (
     convert_graph_from_code_graph,
 )
-from cognee.tasks.repo_processor.get_repo_dependency_graph import (
-    get_repo_dependency_graph,
-)
-from cognee.tasks.repo_processor.enrich_dependency_graph import enrich_dependency_graph
+
 from cognee.tasks.summarization import summarize_code
-from cognee.tasks.storage import index_data_points
+from cognee.tests.tasks.graph.code_graph_test_data_generation import (
+    code_graph_test_data_generation,
+)
 
 async def print_results(pipeline):
     async for result in pipeline:
         print(result)
 
-async def write_results(repo, pipeline):
-    output_dir = os.path.join(repo, "code_pipeline_output", "")
-    os.makedirs(output_dir, exist_ok = True)
-    async for code_files, summaries in pipeline:
-        for summary in summaries:
-            file_name = os.path.split(summary.made_from.extracted_id)[-1]
-            relpath = os.path.join(*os.path.split(os.path.relpath(summary.made_from.extracted_id, repo))[:-1])
-            output_dir2 = os.path.join(repo, "code_pipeline_output", relpath)            
-            os.makedirs(output_dir2, exist_ok=True)
-            with open(os.path.join(output_dir2, file_name.replace(".py", ".json")), "w") as f:
-                f.write(json.dumps({"summary": summary.text, "source_code": summary.made_from.source_code}))
 
-async def reset_system():
-    await cognee.prune.prune_data()
-    await cognee.prune.prune_system(metadata=True)
-    return(True)
+def create_code_file(path, type):
+    abspath = os.path.abspath(path)
+    with open(abspath, "r") as f:
+        source_code = f.read()
+    code_file = CodeFile(extracted_id=abspath, type=type, source_code=source_code)
+    return (code_file, abspath)
+
+
+async def get_local_script_dependencies_wrapper(script_path, repo_path):
+    dependencies = await get_local_script_dependencies(script_path, repo_path)
+    return (script_path, dependencies)
+
+
+async def scan_repo(path, condition):
+    futures = []
+    for root, dirs, files in os.walk(path):
+        for file in files:
+            if condition(file):
+                futures.append(
+                    get_local_script_dependencies_wrapper(
+                        os.path.abspath(f"{root}/{file}"), path
+                    )
+                )
+    results = await asyncio.gather(*futures)
+
+    code_files = {}
+    code_relationships = []
+    for abspath, dependencies in results:
+        code_file, abspath = create_code_file(abspath, "python_file")
+        code_files[abspath] = code_file
+
+        for dependency in dependencies:
+            dependency_code_file, dependency_abspath = create_code_file(
+                dependency, "python_file"
+            )
+            code_files[dependency_abspath] = dependency_code_file
+            code_relationship = CodeRelationship(
+                source_id=abspath,
+                target_id=dependency_abspath,
+                type="files",
+                relation="depends_on",
+            )
+            code_relationships.append(code_relationship)
+
+    return (Repository(path=path), list(code_files.values()), code_relationships)
+
 
 if __name__ == "__main__":
-
-    parser = argparse.ArgumentParser(description="Process a file path")
-    parser.add_argument("path", help="Path to the file")
-
-    args = parser.parse_args()
-    abspath = os.path.abspath(args.path)
-    data = abspath
     tasks = [
-        Task(get_repo_dependency_graph),
-        Task(enrich_dependency_graph),
-        Task(convert_graph_from_code_graph, repo_path = abspath),
-        Task(index_data_points),
+        Task(scan_repo),
+        Task(convert_graph_from_code_graph),
         Task(summarize_code, summarization_model=SummarizedContent),
     ]
+    data = ("cognee", lambda file: file.endswith(".py"))
     pipeline = run_tasks(tasks, data, "cognify_pipeline")
-
-    asyncio.run(write_results(abspath, pipeline))
+    asyncio.run(print_results(pipeline))