diff --git a/.github/workflows/python-versions-test.yml b/.github/workflows/python-versions-test.yml
new file mode 100644
index 00000000000..dbadd641e94
--- /dev/null
+++ b/.github/workflows/python-versions-test.yml
@@ -0,0 +1,49 @@
+name: Test Multiple Python Versions
+
+on:
+  push:
+    branches:
+      - master
+    paths-ignore:
+      - 'README.md'
+      - 'changelogs/**'
+      - 'dashboard/**'
+  pull_request:
+  workflow_dispatch:
+
+jobs:
+  test:
+    name: Test Python ${{ matrix.python-version }}
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.10', '3.11', '3.12', '3.13', '3.14-dev']
+    
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+      
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install pytest pytest-asyncio pytest-cov
+          pip install --editable .
+
+      - name: Run tests
+        run: |
+          mkdir -p data/plugins
+          mkdir -p data/config
+          mkdir -p data/temp
+          export TESTING=true
+          export ZHIPU_API_KEY=${{ secrets.OPENAI_API_KEY }}
+          pytest --cov=. -v -o log_cli=true -o log_level=DEBUG