diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index d8dee06c..d2da1456 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -1,4 +1,15 @@
-<!--- Thank you for submitting a Pull Request! In order to make our work smoother, please make sure your Pull Request meets the following requirements: 1. Provide a general summary of your changes in the Title above; 2. Add appropriate prefixes to titles, such as `build:`, `chore:`, `ci:`, `deps:`, `doc:`, `docs:`, `feat:`, `fix:`, `perf:`, `ref:`, `refactor:`, `revert:`, `style:`, `test:`, `tests:`. -->
+<!--- Thank you for submitting a Pull Request! In order to make our work smoother. -->
+<!--- please make sure your Pull Request meets the following requirements: -->
+<!---   1. Provide a general summary of your changes in the Title above; -->
+<!---   2. Add appropriate prefixes to titles, such as `build:`, `chore:`, `ci:`, `docs:`, `feat:`, `fix:`, `perf:`, `refactor:`, `revert:`, `style:`, `test:`(Ref: https://www.conventionalcommits.org/). -->
+<!--- Category: -->
+<!--- Patch Updates: `fix:` -->
+<!---   Example: fix(auth): correct login validation issue -->
+<!--- minor update (introduces new functionality): `feat` -->
+<!---   Example: feature(parser): add ability to parse arrays -->
+<!--- major update(destructive update): Include BREAKING CHANGE in the commit message footer, or add `! ` in the commit footer to indicate that there is a destructive update. -->
+<!---   Example: feat(auth)! : remove support for old authentication method -->
+<!--- Other updates: `build:`, `chore:`, `ci:`, `docs:`, `perf:`, `refactor:`, `revert:`, `style:`, `test:`. -->
 
 ## Description
 <!--- Describe your changes in detail -->
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d77ad178..1f0a775c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -67,4 +67,4 @@ on:
       - synchronize
   push:
     branches:
-      - main
+      - main
\ No newline at end of file
diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index 7a1d109f..0f4618a5 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -7,7 +7,7 @@ jobs:
     steps:
       - name: Check PR Title for Conventional Commit Format
         run: |
-          if ! echo "${{ github.event.pull_request.title }}" | grep -Pq '^(build|chore|ci|deps|doc|docs|feat|fix|perf|ref|refactor|revert|style|test|tests|Bump version)(\(\w+\))?!?:\s.*'; then
+          if ! echo "${{ github.event.pull_request.title }}" | grep -Pq '^(build|chore|ci|docs|feat|fix|perf|refactor|revert|style|test)(\(\w+\))?!?:\s.*'; then
             echo 'The title does not conform to the Conventional Commit.'
             echo 'Please refer to "https://www.conventionalcommits.org/"'
             exit 1
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 9a27fab1..ad9d9e20 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -23,51 +23,22 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          pip install setuptools wheel twine bump2version git-changelog  #  better-exceptions(optional for debug)
-      - name: Bump version
-        run: |
-          git config --global user.name 'github-actions[bot]'
-          git config --global user.email 'github-actions[bot]@users.noreply.github.com'
-          bump2version patch
-          NEW_VERSION=$(grep -Po '(?<=^version = ")[^"]*' pyproject.toml)
-          echo "new_version=$NEW_VERSION" >> $GITHUB_ENV
-          echo "New version: $NEW_VERSION"
-      - name: Push changes
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          echo "${{ secrets.PRIVATE_KEY }}" >> ~/private_key
-          chmod 600 ~/private_key
-          GIT_SSH_COMMAND="ssh -i ~/private_key" git push --follow-tags
-      - name: Generate changelog
-        run: |
-          make changelog
-      - name: Prepare release notes
-        run: make release-notes > release-notes.md
-      - name: Create GitHub release
-        uses: softprops/action-gh-release@v2
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          pip install setuptools wheel twine  #  better-exceptions(optional for debug)
+      - name: Release please
+        id: release_please
+        uses: googleapis/release-please-action@v4
         with:
-          tag_name: ${{ env.new_version }}
-          release_name: Release ${{ env.new_version }}
-          body_path: release-notes.md
-          prerelease: false
-  # package:
-  #   needs: release
-  #   runs-on: ubuntu-latest
-  #   steps:
-  #     - uses: actions/checkout@v4
-  #     - name: Set up Python
-  #       uses: actions/setup-python@v5
-  #       with:
-  #         cache: pip
-  #         python-version: '3.10'
-  #     - run: env | sort
-  #     - run: make dev
-  #     - run: make build
-  #     - env:
-  #         TWINE_USERNAME: __token__
-  #         TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
-  #       run: |
-  #         make upload
+          # The current PAT (personal access token) was created on 2024-08-05,
+          # since the maximum validity of PAT is 1 year, you need to change the PAT before 2025-08-05.
+          token: ${{ secrets.PAT }}
+          release-type: simple
+      - run: env | sort
+      - run: make dev
+      - run: make build
+      - name: upload
+        if: ${{ steps.release.outputs.release_created }}
+        env:
+          TWINE_USERNAME: __token__
+          TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
+        run: |
+          make upload
diff --git a/pyproject.toml b/pyproject.toml
index 0a9c8e1f..e2bf5d2c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,17 +20,16 @@ description = "Research & Development Agent"
 dynamic = [
   "dependencies",
   "optional-dependencies",
+  "version",
 ]
 keywords = [
   "Autonomous Agents",
   "Large Language Models",
   "Research and Development",
 ]
-license = {text = "MIT License"}
 name = "rdagent"
 readme = "README.md"
 requires-python = ">=3.10"
-version = "v0.0.0"
 
 [project.urls]
 homepage = "https://github.com/microsoft/RD-Agent/"
@@ -108,6 +107,8 @@ package = {file = ["requirements/package.txt"]}
 test = {file = ["requirements/test.txt"]}
 
 [tool.setuptools_scm]
+local_scheme = "no-local-version"
+version_scheme = "guess-next-dev"
 
 [tool.tomlsort]
 all = true
diff --git a/requirements/package.txt b/requirements/package.txt
index 0918c6ba..2ec4324b 100644
--- a/requirements/package.txt
+++ b/requirements/package.txt
@@ -2,3 +2,4 @@
 build
 setuptools-scm
 twine
+wheel