diff --git a/.github/workflows/pypi.yml b/.github/workflows/pypi.yml
new file mode 100644
index 0000000..0e73d9a
--- /dev/null
+++ b/.github/workflows/pypi.yml
@@ -0,0 +1,112 @@
+name: Publish Python 🐍 distribution 📦 to PyPI and TestPyPI
+
+# on:
+#   workflow_dispatch:
+#     inputs:
+#       branch_name:
+#         description: 'Branch to build from (default is main)'
+#         required: false
+#         default: 'main'
+#   workflow_run:
+#     workflows: ["Run Tests"]
+#     types:
+#       - completed
+#     branches: [main, develop]  # This ensures it only triggers for these branches
+
+on:
+  push:
+    branches:
+      - develop
+  workflow_dispatch:
+    inputs:
+      branch_name:
+        description: 'Branch to build from (default is main)'
+        required: false
+        default: 'main'
+  
+env:
+  TestPyPI_URL: https://test.pypi.org/p/scraibe
+  PyPI_URL: https://pypi.org/p/scraibe
+  PyPI_DEV_URL: https://pypi.org/p/scraibe-nightly
+  ISRELEASED: true
+jobs:
+  
+  build:
+    name: Build distribution 📦
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.x"
+      - name: Install dependencies
+        run: |
+          python3 -m pip install --upgrade pip
+          pip install setuptools wheel
+      - name: Build source distribution       
+        run: |
+          python3 -c "import os; print('ISRELEASED' in os.environ)"
+          python3 setup.py sdist
+      - name: Store the distribution packages
+        uses: actions/upload-artifact@v3
+        with:
+          name: python-package-distributions
+          path: dist/
+
+  publish-to-testpypi:
+    name: Publish Python 🐍 distribution 📦 to TestPyPI
+    needs: build
+    runs-on: ubuntu-latest
+    environment:
+      name: testpypi
+      url: env.TestPyPI_URL
+    permissions:
+      id-token: write
+    steps:
+      - name: Download all the dists
+        uses: actions/download-artifact@v3
+        with:
+          name: python-package-distributions
+          path: dist/
+      - name: Publish distribution 📦 to TestPyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          repository-url: https://test.pypi.org/legacy/
+          skip-existing: true
+
+
+  test-install:
+    name: Test Installation from TestPyPI
+    needs: publish-to-testpypi
+    runs-on: ubuntu-latest
+    steps:
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.x"
+      - name: Install package
+        run: |
+          python3 -m pip install setuptools 
+          python3 -m pip install --index-url https://test.pypi.org/simple/ scraibe
+
+  publish-to-pypi:
+    name: Conditional Publish to PyPI or Dev Repository
+    needs: [build, test-install]
+    runs-on: ubuntu-latest
+    environment:
+      name: pypi
+      url: env.PyPI_URL
+    permissions:
+      id-token: write
+    steps:
+      - name: Download all the dists
+        uses: actions/download-artifact@v3
+        with:
+          name: python-package-distributions
+          path: dist/
+      - name: Publish distribution 📦 to PyPI or Dev Repository
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          repository-url: ${{ github.ref == 'refs/heads/main' && 'env.PyPI_URL' || ' env.PyPI_DEV_URL' }}
+          password: ${{ secrets.PYPI_API_TOKEN}}
\ No newline at end of file
diff --git a/.github/workflows/pytest.yaml b/.github/workflows/pytest.yaml
index 8959789..973571f 100644
--- a/.github/workflows/pytest.yaml
+++ b/.github/workflows/pytest.yaml
@@ -1,11 +1,10 @@
-name: Run tests
+name: Run Tests
 
 on:
  #push:
   
   pull_request:
     branches: ['main', 'develop']
-
   workflow_dispatch:
 
 jobs:
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
deleted file mode 100644
index bdaab28..0000000
--- a/.github/workflows/python-publish.yml
+++ /dev/null
@@ -1,39 +0,0 @@
-# This workflow will upload a Python Package using Twine when a release is created
-# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python#publishing-to-package-registries
-
-# This workflow uses actions that are not certified by GitHub.
-# They are provided by a third-party and are governed by
-# separate terms of service, privacy policy, and support
-# documentation.
-
-name: Upload Python Package
-
-on:
-  release:
-    types: [published]
-
-permissions:
-  contents: read
-
-jobs:
-  deploy:
-
-    runs-on: ubuntu-latest
-
-    steps:
-    - uses: actions/checkout@v3
-    - name: Set up Python
-      uses: actions/setup-python@v3
-      with:
-        python-version: '3.x'
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install build
-    - name: Build package
-      run: python -m build
-    - name: Publish package
-      uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
-      with:
-        user: __token__
-        password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/.github/workflows/ruff.yml b/.github/workflows/ruff.yml
new file mode 100644
index 0000000..c8a0958
--- /dev/null
+++ b/.github/workflows/ruff.yml
@@ -0,0 +1,8 @@
+name: Ruff
+on: [ push, pull_request ]
+jobs:
+  ruff:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: chartboost/ruff-action@v1
\ No newline at end of file
diff --git a/.ruff.toml b/.ruff.toml
new file mode 100644
index 0000000..f6be0be
--- /dev/null
+++ b/.ruff.toml
@@ -0,0 +1,2 @@
+[lint.extend-per-file-ignores]
+"__init__.py" = ["E402","F403"]
diff --git a/MANIFEST.IN b/MANIFEST.in
similarity index 50%
rename from MANIFEST.IN
rename to MANIFEST.in
index 6607396..e2cb9a8 100644
--- a/MANIFEST.IN
+++ b/MANIFEST.in
@@ -1,4 +1,6 @@
 recursive-include scraibe *.py
 recursive-include scraibe *.yaml
+recursive-exclude test/*
+global-include requirements.txt
 global-exclude *.pyc
-global-exclude __pycache__
\ No newline at end of file
+global-exclude __pycache__
diff --git a/scraibe/version.py b/scraibe/version.py
index bce39ee..9c4faa5 100644
--- a/scraibe/version.py
+++ b/scraibe/version.py
@@ -4,8 +4,9 @@ import subprocess as sp
 MAJOR = 0
 MINOR = 1
 MICRO = 1
+NANO = 2
 ISRELEASED = False
-VERSION = '%d.%d.%d' % (MAJOR, MINOR, MICRO)
+VERSION = '%d.%d.%d.%d' % (MAJOR, MINOR, MICRO, NANO)
 
 # Return the git revision as a string
 # taken from numpy/numpy
diff --git a/setup.cfg b/setup.cfg
index 3e2cac7..7ecab8c 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -4,7 +4,8 @@ version = attr: scraibe.__version__
 author = Jacob Schmieder
 author_email = Jacob.Schmieder@dbfz.de
 description = My package description
-long_description = file: README.md, LICENSE
+long_description = file: README.md, file: LICENSE
+long_description_content_type = text/markdown; charset=UTF-8; variant=GFM
 platforms = Linux
 keywords = transcription speech recognition whisper pyannote audio speech-to-text speech-to-text transcription speech-to-text recognition voice-to-speech
 license = GPL-3.0
diff --git a/setup.py b/setup.py
index c2b37d4..3dfc95e 100644
--- a/setup.py
+++ b/setup.py
@@ -1,5 +1,4 @@
 import os
-import re
 from setuptools import setup, find_packages
 
 module_name = "scraibe"
@@ -27,30 +26,32 @@ version["ISRELEASED"] = True if "ISRELEASED" in os.environ else False
 with open(os.path.join(os.path.dirname(__file__), "requirements.txt")) as f:
         requirements = [line.strip() for line in f if line.strip() and not line.startswith('#')]
 
+
+print(f"Launch Version: {version['get_version'](build_version)}")
+
 if __name__ == "__main__":
 
     setup(
-        name=module_name,
-        version=version["get_version"](build_version),
-        packages=find_packages(),
-        python_requires=">=3.8",
-        readme="README.md",
+        name = module_name,
+        version = version["get_version"](build_version),
+        packages = find_packages(),
+        python_requires = ">=3.8",
+        readme = "README.md",
         install_requires = requirements,
-        extras_require= {
-            "app" : "scraibe-webui @ https://github.com/JSchmie/ScrAIbe-WebUI" 
-        }       
-        ,
+        extras_require = {
+            "app" : ["scraibe-webui"], 
+        },
         # dependency_links=[
         #     'https://download.pytorch.org/whl/cu113',
         #     ],
         
-        url= github_url,
+        url = github_url,
         
-        license='GPL-3',
-        author='Jacob Schmieder',
-        author_email='Jacob.Schmieder@dbfz.de',
-        description='Transcription tool for audio files based on Whisper and Pyannote',
-        classifiers=[
+        license = 'GPL-3',
+        author = 'Jacob Schmieder',
+        author_email = 'Jacob.Schmieder@dbfz.de',
+        description = 'Transcription tool for audio files based on Whisper and Pyannote',
+        classifiers = [
             'Development Status :: 3 - Alpha',
             'Environment :: GPU :: NVIDIA CUDA :: 11.2',
             'License :: OSI Approved :: Open Software License 3.0 (OSL-3.0)',
@@ -61,8 +62,8 @@ if __name__ == "__main__":
         keywords = ['transcription', 'speech recognition', 'whisper', 'pyannote', 'audio', 'ScrAIbe', 'scraibe',
                     'speech-to-text', 'speech-to-text transcription', 'speech-to-text recognition',
                     'voice-to-speech'],
-        package_data={'scraibe.app' : ["*.html", "*.svg","*.yml"]},
-        entry_points={'console_scripts':
-            ['scraibe = scraibe.cli:cli']}
-        
+        include_package_data=True,
+        package_data = {'scraibe.app' : ["*.html", "*.svg","*.yml"]},
+        entry_points = {'console_scripts':
+            ['scraibe = scraibe.cli:cli']}        
     )