diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index cd416fe..b6aacc0 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1,52 +1,37 @@
-name: Create Release
+name: Release
 
 on:
   push:
     tags:
-      - 'v*' # Trigger on version tags
+      - 'v*'
 
 jobs:
+  test:
+    uses: ./.github/workflows/test.yml
+
   release:
+    needs: test
     runs-on: ubuntu-latest
-    permissions:
-      contents: write
+    
     steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
-        with:
-          fetch-depth: 0
-
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: '3.8'
-
-      - name: Update version in pyproject.toml
-        run: |
-          # Extract version from tag (remove 'v' prefix)
-          VERSION=${GITHUB_REF#refs/tags/v}
-          # Update version in pyproject.toml
-          sed -i "s/version = \".*\"/version = \"$VERSION\"/" pyproject.toml
-
-      - name: Commit version update
-        run: |
-          git config --local user.email "github-actions[bot]@users.noreply.github.com"
-          git config --local user.name "github-actions[bot]"
-          git commit -am "Bump version to ${GITHUB_REF#refs/tags/}"
-          git push
-
-      - name: Get tag message
-        id: tag
-        run: |
-          git fetch --tags
-          echo "message=$(git tag -l --format='%(contents)' ${{ github.ref_name }})" >> $GITHUB_OUTPUT
-          echo "version=${GITHUB_REF#refs/tags/}" >> $GITHUB_OUTPUT
-
-      - name: Create Release
-        uses: softprops/action-gh-release@v1
-        with:
-          name: Release ${{ steps.tag.outputs.version }}
-          body: ${{ steps.tag.outputs.message }}
-          draft: false
-          prerelease: false
-          token: ${{ secrets.GITHUB_TOKEN }}
+    - uses: actions/checkout@v3
+    
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.8'
+        cache: 'pip'
+    
+    - name: Install dependencies
+      run: |
+        curl -sSL https://pdm-project.org/install-pdm.py | python3 -
+        pdm install
+    
+    - name: Build package
+      run: pdm build
+    
+    - name: Create Release
+      uses: softprops/action-gh-release@v1
+      with:
+        files: dist/*
+        generate_release_notes: true
\ No newline at end of file
diff --git a/README.md b/README.md
index b7f6289..ab72065 100644
--- a/README.md
+++ b/README.md
@@ -95,6 +95,7 @@ cd milvus-beir
 
 # Install dependencies using PDM
 pdm install
+pre-commit install
 ```
 
 ### Running Tests
diff --git a/pyproject.toml b/pyproject.toml
index c7883b6..1efd2ab 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,25 +1,19 @@
 [project]
 name = "milvus_beir"
-version = "0.1.0"
-description = "Default template for PDM package"
+dynamic = ["version"]
+description = "A Python library that integrates Milvus vector database with BEIR (Benchmarking IR) for efficient information retrieval and evaluation."
 readme = "README.md"
 requires-python = ">=3.8"
-dependencies = [
-    "pymilvus>=2.5.0",
-    "milvus-model>=0.2.10",
-    "beir>=2.0.0",
-    "torch<=2.2.2",
-    "ranx>=0.3.20",
-    "onnxruntime<=1.19.0",
-    'numpy>=1.26.4; python_version >= "3.12"',
-    'numpy>=1.23.2,<1.27.0; python_version >= "3.9" and python_version < "3.12"',
-    'numpy>=1.19.5,<1.25.0; python_version >= "3.8" and python_version < "3.9"',
-]
+dependencies = ["pymilvus>=2.5.0", "milvus-model>=0.2.10", "beir>=2.0.0", "torch<=2.2.2", "ranx>=0.3.20", "onnxruntime<=1.19.0"]
 authors = [
     {name = "zhuwenxing", email = "wenxing.zhu@zilliz.com"},
 ]
 license = {text = "MIT"}
 
+[build-system]
+requires = ["pdm-backend"]
+build-backend = "pdm.backend"
+
 [dependency-groups]
 test = [
     "pytest>=8.3.4",
@@ -54,4 +48,5 @@ known-first-party = ["milvus_beir"]
 
 [tool.pdm]
 distribution = true
+version = {source = "file", path = "src/milvus_beir/__init__.py"}
 
diff --git a/src/milvus_beir/__init__.py b/src/milvus_beir/__init__.py
index e69de29..f102a9c 100644
--- a/src/milvus_beir/__init__.py
+++ b/src/milvus_beir/__init__.py
@@ -0,0 +1 @@
+__version__ = "0.0.1"