diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml
index 3937ddf7b..b132f97df 100644
--- a/.github/workflows/unit-tests.yml
+++ b/.github/workflows/unit-tests.yml
@@ -47,20 +47,14 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Cache dependencies
-        id: cache-pip
-        uses: actions/cache@v3
-        with:
-          path: ${{ env.pythonLocation }}
-          key: ${{ env.pythonLocation }}-${{ hashFiles('setup.py') }}
-
-      - if: ${{ steps.cache-pip.outputs.cache-hit != 'true' }}
-        name: Install dependencies
+      - name: Install dependencies
+        shell: bash
         run: |
-          python -m pip install -e plugins/hanlp_trie
-          python -m pip install -e plugins/hanlp_common
-          python -m pip install -e .
-          python -m pip install pytest
+          python3 -m pip install --upgrade pip
+          python3 -m pip install -e plugins/hanlp_trie
+          python3 -m pip install -e plugins/hanlp_common
+          python3 -m pip install -e .
+          python3 -m pip install pytest
 
       - name: Cache data
         uses: actions/cache@v3
@@ -69,6 +63,7 @@ jobs:
           key: hanlp-data
 
       - name: Test with pytest
+        shell: bash
         run: |
           pytest tests
           pytest plugins/hanlp_trie/tests