diff --git a/.github/workflows/tdgpt-ci.yml b/.github/workflows/tdgpt-ci.yml
new file mode 100644
index 0000000000..7c579e1692
--- /dev/null
+++ b/.github/workflows/tdgpt-ci.yml
@@ -0,0 +1,51 @@
+name: TDgpt CI
+
+on:
+  pull_request:
+    branches:
+      - '3.0'
+    paths:
+      - 'tools/tdgpt/**'
+
+jobs:
+  unit-test:
+    runs-on: ubuntu-latest
+
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.10"]
+
+    defaults:
+      run:
+        working-directory: ${{ github.workspace }}/tools/tdgpt
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v3
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install flake8 pytest pylint
+          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+
+      - name: Checking the code with pylint
+        run: |
+          pylint $(git ls-files '*.py') --exit-zero
+
+      - name: Checking the code with flake8
+        run: |
+          # stop the build if there are Python syntax errors or undefined names
+          flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+          # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+
+      - name: Run test cases with pytest
+        run: |
+          pytest