diff --git a/.github/workflows/summarizer.yml b/.github/workflows/summarizer.yml
index 11e0cd3..a8920e3 100644
--- a/.github/workflows/summarizer.yml
+++ b/.github/workflows/summarizer.yml
@@ -33,6 +33,6 @@ jobs:
           PR_NUMBER: ${{ github.event.pull_request.number }}
           GITHUB_REPOSITORY: ${{ github.repository }}
         run: |
-          python main.py > summary.txt
+          python ./src/main.py > summary.txt
           SUMMARY=$(cat summary.txt)
           echo "$SUMMARY"
\ No newline at end of file
diff --git a/__init__.py b/__init__.py
deleted file mode 100644
index 5f97dab..0000000
--- a/__init__.py
+++ /dev/null
@@ -1,5 +0,0 @@
-"""
-GitHub PR Summarizer Bot
-
-This package uses the Gemini API to summarize pull requests.
-"""
diff --git a/setup.py b/setup.py
deleted file mode 100644
index f92d880..0000000
--- a/setup.py
+++ /dev/null
@@ -1,36 +0,0 @@
-
-from setuptools import setup, find_packages
-
-import os
-
-def readme():
-    try:
-        with open(os.path.join(os.path.dirname(__file__), 'README.md')) as f:
-            return f.read()
-    except Exception:
-        return ''
-
-setup(
-    name='github-pr-summarizer',
-    version='0.1.0',
-    packages=find_packages(),
-    install_requires=[
-        'google-generativeai>=0.3.2',
-        'requests>=2.31.0',
-        'python-dotenv>=1.0.0',
-    ],
-    entry_points={
-        'console_scripts': [
-            'pr-summary=main:main',
-        ],
-    },
-    author='Your Name',
-    description='A GitHub Action bot that summarizes pull requests using Google Gemini API',
-    long_description=readme(),
-    long_description_content_type='text/markdown',
-    classifiers=[
-        'Programming Language :: Python :: 3',
-        'License :: OSI Approved :: MIT License',
-    ],
-    python_requires='>=3.8',
-)
\ No newline at end of file
diff --git a/main.py b/src/main.py
similarity index 94%
rename from main.py
rename to src/main.py
index db371c9..a5a1522 100644
--- a/main.py
+++ b/src/main.py
@@ -34,5 +34,4 @@ def post_comment(comment):
         print("[DEBUG] GEMINI_API_KEY is not set.")
     pr_body, diff = get_pr_data()
     summary = generate_summary(pr_body, diff)
-    post_comment(f"**PR Summary**\n\n{summary}")
-    print(summary)
\ No newline at end of file
+    post_comment(f"**PR Summary**\n\n{summary}")
\ No newline at end of file
diff --git a/summarizer.py b/src/summarizer.py
similarity index 100%
rename from summarizer.py
rename to src/summarizer.py