diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 0000000..c36272a
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,72 @@
+name: Release and Publish
+
+on:
+  push:
+    tags:
+      - 'v*'
+
+permissions:
+  contents: write  # Required for creating releases
+  id-token: write  # Required for PyPI trusted publishing
+
+jobs:
+  create-release:
+    runs-on: ubuntu-latest
+    outputs:
+      upload_url: ${{ steps.create_release.outputs.upload_url }}
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Create Release
+        id: create_release
+        uses: actions/github-script@v7
+        with:
+          script: |
+            const script = require('./.github/workflows/scripts/create_release.js')
+            await script(github, context, core)
+        env:
+          RELEASE_TAG: ${{ github.ref_name }}
+
+  build-n-publish:
+    needs: create-release
+    runs-on: ubuntu-latest
+    environment:
+      name: pypi
+      url: https://pypi.org/p/tracestorm
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.10"
+          cache: 'pip'
+
+      - name: Install build dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install setuptools wheel twine build
+
+      - name: Build source and wheel distributions
+        run: |
+          python -m build
+          twine check dist/*
+
+      - name: Upload Release Assets
+        uses: actions/upload-release-asset@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          upload_url: ${{ needs.create-release.outputs.upload_url }}
+          asset_path: ./dist/*.whl
+          asset_name: tracestorm-${{ github.ref_name }}.whl
+          asset_content_type: application/x-wheel+zip
+
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          packages-dir: dist/
+          verbose: true
+          print-hash: true
\ No newline at end of file
diff --git a/.github/workflows/scripts/create_release.js b/.github/workflows/scripts/create_release.js
new file mode 100644
index 0000000..53bdd76
--- /dev/null
+++ b/.github/workflows/scripts/create_release.js
@@ -0,0 +1,17 @@
+// Uses Github's API to create the release and wait for result
+module.exports = async (github, context, core) => {
+  try {
+    const response = await github.rest.repos.createRelease({
+      draft: false,
+      generate_release_notes: true,
+      name: process.env.RELEASE_TAG,
+      owner: context.repo.owner,
+      prerelease: false,
+      repo: context.repo.repo,
+      tag_name: process.env.RELEASE_TAG,
+    });
+    core.setOutput('upload_url', response.data.upload_url);
+  } catch (error) {
+    core.setFailed(error.message);
+  }
+}
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 8420d34..03f4363 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,10 +4,11 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "tracestorm"
-version = "0.0.2"
-description = "A replay tool for LLM requests"
+version = "0.0.3"
+description = "A tool for generating and replaying traces of requests to OpenAI API endpoints"
+readme = "README.md"
 authors = [
-    {name="Yao Fu", email="yao.fu.aisys@gmail.com"}
+    {name = "Yao Fu", email = "yao.fu.aisys@gmail.com"}
 ]
 
 dependencies = [
@@ -18,6 +19,7 @@ dependencies = [
     "matplotlib>=3.10",
     "click>=8.1.8"
 ]
+requires-python = ">=3.9"
 
 [project.scripts]
 tracestorm = "tracestorm.cli:main"
@@ -29,32 +31,16 @@ exclude = []
 [tool.ruff.lint]
 fixable = ["ALL"]
 unfixable = [
-    # star imports
-    "F405",
-    "F403",
-    # lambda expression assignment
-    "E731",
-    # Loop control variable not used within loop body
-    "B007",
-    # raise distinguish errors
-    "B904",
-    # f-string format
+    "F405",  # star imports
+    "F403",  # lambda expression assignment
+    "E731",  # Loop control variable not used within loop body
+    "B007",  # raise distinguish errors
+    "B904",  # f-string format
     "UP032",
 ]
-select = [
-    # isort
-    "I",
-]
-ignore = [
-    # Loop control variable not used within loop body
-    "B007"
-]
-
+select = ["I"]  # isort
+ignore = ["B007"]  # Loop control variable not used within loop body
 
 [tool.isort]
 use_parentheses = true
-skip_gitignore = true
-
-[tool.codespell]
-skip = 'build,*.egg-info,images'
-quiet-level = 1
\ No newline at end of file
+skip_gitignore = true
\ No newline at end of file