diff --git a/.github/utils/pydoc-markdown.sh b/.github/utils/pydoc-markdown.sh
index 4e1c21f68..5518760d8 100755
--- a/.github/utils/pydoc-markdown.sh
+++ b/.github/utils/pydoc-markdown.sh
@@ -3,7 +3,7 @@
 set -e   # Fails on any error in the following loop
 export PYTHONPATH=$PWD/docs/pydoc # Make the renderers available to pydoc
 cd docs/_src/api/api/
-mkdir temp
+rm -rf temp && mkdir temp
 cd temp
 for file in ../../pydoc/* ; do
     pydoc-markdown "$file"
diff --git a/docs/_src/api/pydoc/document-store.yml b/docs/_src/api/pydoc/document-store.yml
index 6f89c7c84..17738aaae 100644
--- a/docs/_src/api/pydoc/document-store.yml
+++ b/docs/_src/api/pydoc/document-store.yml
@@ -1,7 +1,7 @@
 loaders:
   - type: python
     search_path: [../../../../haystack/document_stores]
-    modules: ['base', 'elasticsearch', 'opensearch', 'memory', 'sql', 'faiss', 'milvus1', 'milvus2', 'weaviate', 'graphdb', 'deepsetcloud', 'pinecone', 'search_engine', 'utils']
+    modules: ['base', 'elasticsearch', 'opensearch', 'memory', 'sql', 'faiss', 'milvus', 'weaviate', 'graphdb', 'deepsetcloud', 'pinecone', 'search_engine', 'utils']
     ignore_when_discovered: ['__init__']
 processors:
   - type: filter