diff --git a/.github/workflows/prerelease.yml b/.github/workflows/prerelease.yml
index 50fdb91..34e9677 100644
--- a/.github/workflows/prerelease.yml
+++ b/.github/workflows/prerelease.yml
@@ -18,7 +18,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v2
         with:
-          python-version: 3.x
+          python-version: 3.11
 
       - name: Install dependencies
         run: |
@@ -27,31 +27,35 @@ jobs:
           pip install wheel
 
       - name: Get package version
-        id: version
+        id: get_version
         run: |
-          echo "::set-output name=version::$(python -c "import setup; print(setup.VERSION)")"
+          import re
+          with open('setup.py') as setup_py:
+              content = setup_py.read()
+              version = re.search(r"VERSION = '([^']+)'", content).group(1)
+          echo "::set-output name=version::$version"
 
       - name: Build package
         run: python setup.py sdist bdist_wheel
 
-      - name: Create Release
+      - name: Create Pre-release
         uses: actions/github-script@v4
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         with:
           script: |
-            const { Octokit } = require("@octokit/rest");
-            const octokit = new Octokit();
-            const version = "${{ steps.version.outputs.version }}";
-            octokit.repos.createRelease({
+            const github = context.github;
+            const version = "${{ steps.get_version.outputs.version }}";
+            const response = await github.repos.createRelease({
               owner: context.repo.owner,
               repo: context.repo.repo,
-              tag_name: `${version}`,
+              tag_name: `v${version}`,
               name: `Pre-release ${version}`,
-              body: "This is the release body",
+              body: "Changelog",
               draft: true,
               prerelease: true
             });
+            console.log(response.data.html_url);
 
       - name: Upload Artifacts
         uses: actions/upload-artifact@v2
@@ -59,4 +63,4 @@ jobs:
           name: package
           path: |
             ./dist/*.whl
-            ./dist/*.tar.gz
+            ./dist/*.tar.gz
\ No newline at end of file