diff --git a/.github/workflows/pydocstyle.yaml b/.github/workflows/pydocstyle.yaml
index 5b475a15..b92608cf 100644
--- a/.github/workflows/pydocstyle.yaml
+++ b/.github/workflows/pydocstyle.yaml
@@ -3,7 +3,7 @@ name: Pydocstyle
 on: [push, pull_request]
 
 jobs:
-  mypy:
+  pydocstyle:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
diff --git a/Makefile b/Makefile
index f132997c..ceeec72f 100644
--- a/Makefile
+++ b/Makefile
@@ -31,6 +31,8 @@ install-tools:	install-woke ## Install required utilities/tools
 	black --version
 	# check that correct Ruff version is installed
 	ruff --version
+	# check that correct Pydocstyle version is installed
+	pydocstyle --version
 
 
 install-woke: ## Install woke, required for Inclusive Naming scan
diff --git a/pdm.lock b/pdm.lock
index 03352f7b..f98d6a38 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "dev"]
 strategy = ["inherit_metadata"]
 lock_version = "4.4.1"
-content_hash = "sha256:adef69c82a265b051936b668df9da1d97ef7486607a24388ad38e8d33a8b2e53"
+content_hash = "sha256:cf9e46aa119e29d74d1c45b1016000815bc64152ca8927bd07389d0972c12b21"
 
 [[package]]
 name = "absl-py"
@@ -2397,6 +2397,20 @@ files = [
     {file = "pydantic_core-2.23.3.tar.gz", hash = "sha256:3cb0f65d8b4121c1b015c60104a685feb929a29d7cf204387c7f2688c7974690"},
 ]
 
+[[package]]
+name = "pydocstyle"
+version = "6.3.0"
+requires_python = ">=3.6"
+summary = "Python docstring style checker"
+groups = ["dev"]
+dependencies = [
+    "snowballstemmer>=2.2.0",
+]
+files = [
+    {file = "pydocstyle-6.3.0-py3-none-any.whl", hash = "sha256:118762d452a49d6b05e194ef344a55822987a462831ade91ec5c06fd2169d019"},
+    {file = "pydocstyle-6.3.0.tar.gz", hash = "sha256:7ce43f0c0ac87b07494eb9c0b462c0b73e6ff276807f204d6b53edc72b7e44e1"},
+]
+
 [[package]]
 name = "pydub"
 version = "0.25.1"
@@ -2985,6 +2999,16 @@ files = [
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
+[[package]]
+name = "snowballstemmer"
+version = "2.2.0"
+summary = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+groups = ["dev"]
+files = [
+    {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
+    {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
+]
+
 [[package]]
 name = "socksio"
 version = "1.0.0"
diff --git a/pyproject.toml b/pyproject.toml
index 9863e0e2..68f279e9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,6 +36,7 @@ distribution = false
 [tool.pdm.dev-dependencies]
 dev = [
     "black==24.8.0",
+    "pydocstyle==6.3.0",
     "fastparquet==2024.5.0",  # Required for model evaluation (runtime, if parquet qna file is used)
     "httpx==0.27.0",
     "mypy==1.11.2",