diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml
index 3052ec1e2bb3c..ed36508f53cf0 100644
--- a/.github/workflows/build-docs.yml
+++ b/.github/workflows/build-docs.yml
@@ -18,6 +18,8 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: "3.7"
+          cache: "pip"
+          cache-dependency-path: pyproject.toml
       - uses: actions/cache@v3
         id: cache
         with:
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index fe4c5ee86c8c5..ab27d4b855d0d 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -18,6 +18,8 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: "3.7"
+          cache: "pip"
+          cache-dependency-path: pyproject.toml
       - uses: actions/cache@v3
         id: cache
         with:
diff --git a/.github/workflows/smokeshow.yml b/.github/workflows/smokeshow.yml
index 7559c24c06228..55d64517f5a08 100644
--- a/.github/workflows/smokeshow.yml
+++ b/.github/workflows/smokeshow.yml
@@ -17,6 +17,8 @@ jobs:
       - uses: actions/setup-python@v4
         with:
           python-version: '3.9'
+          cache: "pip"
+          cache-dependency-path: pyproject.toml
 
       - run: pip install smokeshow
 
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 88b0c8e907865..ddc43c942b558 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -54,6 +54,8 @@ jobs:
       - uses: actions/setup-python@v4
         with:
           python-version: '3.8'
+          cache: "pip"
+          cache-dependency-path: pyproject.toml
 
       - name: Get coverage files
         uses: actions/download-artifact@v3