diff --git a/.github/workflows/run_tests.yml b/.github/workflows/run_tests.yml
index f1539f169..6c1ddf576 100644
--- a/.github/workflows/run_tests.yml
+++ b/.github/workflows/run_tests.yml
@@ -121,28 +121,43 @@ jobs:
       - name: Run setup.py build
         run: python setup.py build
 
-  integration_test:
-    name: Run Integration Tests
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.9"]
-    steps:
-      - uses: actions/checkout@v4
-      - name: Set up python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-      - name: Add directory to Python path
-        run: echo "PYTHONPATH=$(python -c 'import sys; print(":".join(sys.path))'):$(pwd)" >> $GITHUB_ENV
-      - name: Install dependencies
-        run: pip install -r requirements.txt
-      - name: Install dev dependencies
-        run: pip install -r requirements-dev.txt
-      - name: Set up cache directory
-        run: |
-          pwd ./cache
-          ls -la cache
-          echo "DSP_NOTEBOOK_CACHEDIR=$(pwd)/cache" >> $GITHUB_ENV
-      - name: Run tests with pytest
-        run: pytest -c tests_integration/pytest.ini tests_integration/
+integration_test:
+  name: Run Integration Tests
+  runs-on: ubuntu-latest
+  strategy:
+    matrix:
+      python-version: ["3.9"]
+  steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up python ${{ matrix.python-version }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Cache pip dependencies
+      uses: actions/cache@v3
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}-${{ matrix.python-version }}
+        restore-keys: |
+          ${{ runner.os }}-pip-${{ matrix.python-version }}
+          ${{ runner.os }}-pip
+
+    - name: Add directory to Python path
+      run: echo "PYTHONPATH=$(python -c 'import sys; print(':'.join(sys.path))'):$(pwd)" >> $GITHUB_ENV
+
+    - name: Install dependencies
+      run: pip install -r requirements.txt
+
+    - name: Install dev dependencies
+      run: pip install -r requirements-dev.txt
+
+    - name: Set up cache directory
+      run: |
+        mkdir -p ./cache
+        ls -la cache
+        echo "DSP_NOTEBOOK_CACHEDIR=$(pwd)/cache" >> $GITHUB_ENV
+
+    - name: Run tests with pytest
+      run: pytest -c tests_integration/pytest.ini tests_integration/