diff --git a/.github/workflows/deploy-client-pypi.yml b/.github/workflows/deploy-client-pypi.yml
new file mode 100644
index 0000000000000..8dce76aa5a85d
--- /dev/null
+++ b/.github/workflows/deploy-client-pypi.yml
@@ -0,0 +1,40 @@
+# This workflow will upload a Python Package when a release is created
+# For more information see: https://help.github.com/en/actions/language-and-framework-guides/using-python-with-github-actions#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 Gradio Client Python Package
+
+on:
+  workflow_dispatch:
+  pull_request:
+    types: closed
+    branches:
+      - main
+    paths:
+      - 'client/python/gradio_client/version.txt'
+
+jobs:
+  deploy:
+    if: github.event.pull_request.merged == true || github.event.action == ''
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+    - name: Install Python
+      uses: actions/setup-python@v3
+      with:
+        python-version: '3.x'
+    - name: Check new pypi version
+      run: python client/python/scripts/check_pypi.py
+    - name: Build pypi package
+      run: |
+        client/python/scripts/build_pypi.sh
+    - name: Publish package
+      uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
+      with:
+        user: aabid93
+        password: ${{ secrets.PYPI_GRADIO_CLIENT_TOKEN }}
+        packages_dir: client/python/dist
diff --git a/client/python/gradio_client/version.txt b/client/python/gradio_client/version.txt
index 5c4511c36fd00..2c75c89249c95 100644
--- a/client/python/gradio_client/version.txt
+++ b/client/python/gradio_client/version.txt
@@ -1 +1 @@
-0.0.7
\ No newline at end of file
+0.0.6b10
diff --git a/client/python/scripts/build_pypi.sh b/client/python/scripts/build_pypi.sh
new file mode 100755
index 0000000000000..23e635237237d
--- /dev/null
+++ b/client/python/scripts/build_pypi.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+set -e
+
+cd "$(dirname ${0})/.."
+
+python3 -m pip install build
+rm -rf dist/*
+rm -rf build/*
+python3 -m build
diff --git a/client/python/scripts/check_pypi.py b/client/python/scripts/check_pypi.py
new file mode 100644
index 0000000000000..e8f588743b026
--- /dev/null
+++ b/client/python/scripts/check_pypi.py
@@ -0,0 +1,16 @@
+import json
+import sys
+import urllib.request
+from pathlib import Path
+
+version_file = Path(__file__).parent.parent / "gradio_client" / "version.txt"
+version = version_file.read_text(encoding="utf8").strip()
+
+with urllib.request.urlopen("https://pypi.org/pypi/gradio_client/json") as url:
+    releases = json.load(url)["releases"]
+
+if version in releases:
+    print(f"Version {version} already exists on PyPI")
+    sys.exit(1)
+else:
+    print(f"Version {version} does not exist on PyPI")
diff --git a/client/python/scripts/format.sh b/client/python/scripts/format.sh
index 2f1bdbcdea100..17a469167508b 100644
--- a/client/python/scripts/format.sh
+++ b/client/python/scripts/format.sh
@@ -3,8 +3,8 @@
 cd "$(dirname ${0})/.."
 
 echo "Formatting the client library.. Our style follows the Black code style."
-ruff --fix test gradio_client
-black test gradio_client
+ruff --fix .
+black .
 
 echo "Type checking the client library with pyright"
-pyright gradio_client/*.py
\ No newline at end of file
+pyright gradio_client/*.py
diff --git a/client/python/scripts/upload_pypi.sh b/client/python/scripts/upload_pypi.sh
deleted file mode 100644
index 02b7ea57ca147..0000000000000
--- a/client/python/scripts/upload_pypi.sh
+++ /dev/null
@@ -1,8 +0,0 @@
-#!/bin/bash
-
-cd "$(dirname ${0})/.."
-
-python -m pip install build twine
-rm -rf dist/*
-python -m build
-twine upload dist/*
\ No newline at end of file