diff --git a/.github/workflows/preview.yml b/.github/workflows/preview.yml
index ffc2164..f3a7d64 100644
--- a/.github/workflows/preview.yml
+++ b/.github/workflows/preview.yml
@@ -1,6 +1,11 @@
 name: preview-docs
 
-on: pull_request
+on:
+  workflow_run:
+    workflows: ["sync-openapi"]
+    # branches: [main]
+    types: 
+      - completed
 
 jobs:
   run:
diff --git a/.github/workflows/sync.yml b/.github/workflows/sync.yml
index 14ef927..290ae6f 100644
--- a/.github/workflows/sync.yml
+++ b/.github/workflows/sync.yml
@@ -2,10 +2,15 @@ name: sync-openapi
 on:
   # Allows you to run this workflow manually from the Actions tab
   workflow_dispatch:
+  pull_request:
 
 jobs:
   sync:
     runs-on: ubuntu-latest
+    permissions:
+      # Give the default GITHUB_TOKEN write permission to commit and push the
+      # added or changed files to the repository.
+      contents: write
     steps:
       - uses: actions/checkout@v2
       - name: Set up Python
@@ -25,21 +30,8 @@ jobs:
       - name: Sync Docs
         run: |
           bash -x tools/sync-openapi.sh
-      - name: Commit and push changes
-        run: |
-          if [[ `git status --porcelain` ]]; then
-            # Changes
-            echo "Changes detected"
-          else
-            # No changes
-            echo "No changes detected"
-            exit 0
-          fi
-          git config --global user.name 'qdrant'
-          git config --global user.email 'qdrant@users.noreply.github.com'
-          git remote set-url origin https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/$GITHUB_REPOSITORY
-          git checkout $GITHUB_HEAD_REF
-          git add fern/apis
-          git add fern/versions
-          git add fern/docs.yml
-          git commit -am "auto-sync openapi with qdrant core" && git push || true
+      - uses: stefanzweifel/git-auto-commit-action@v5
+        with:
+          commit_message: "Sync OpenAPI"
+          commit_user_name: "GitHub Actions"
+          commit_user_email: "team@qdrant.com"
diff --git a/fern/apis/master/openapi-overrides.yml b/fern/apis/master/openapi-overrides.yml
index 6005245..b890f10 100644
--- a/fern/apis/master/openapi-overrides.yml
+++ b/fern/apis/master/openapi-overrides.yml
@@ -266,7 +266,7 @@ paths:
     put:
       x-fern-examples:
         - code-samples:
-            - code: "# Minimal curl command to create a collection with a vector field\n\ncurl -X PUT http://localhost:6333/collections/collection_name \\\n     -H \"api-key: <apiKey>\" \\\n     -H \"Content-Type: application/json\" \\\n     -d '{\n            \"vectors\": {\n                \"size\": 300,\n                \"distance\": \"Cosine\"\n            } \n        }'\n\n# Or with a sparse vector field\n\ncurl -X PUT http://localhost:6333/collections/collection_name \\\n     -H \"api-key: <apiKey>\" \\\n     -H \"Content-Type: application/json\" \\\n     -d '{\n            \"vectors\": {\n                \"size\": 300,\n                \"distance\": \"Cosine\"\n            },\n            \"sparse_vectors\": {\n                \"splade-model-name\": {\n                    \"index\": {\n                        \"on_disk\": true\n                    }\n                }\n            }\n        }'\n"
+            - code: "# Minimal curl command to create a collection with a vector field\n\ncurl -X PUT http://localhost:6333/collections/collection_name \\\n     -H \"api-key: <apiKey>\" \\\n     -H \"Content-Type: application/json\" \\\n     -d '{\n            \"vectors\": {\n                \"size\": 300,\n                \"distance\": \"Cosine\"\n            } \n        }'\n\n# Or with a sparse vector field\n\ncurl -X PUT http://localhost:6333/collections/collection_name \\\n     -H \"api-key: <apiKey>\" \\\n     -H \"Content-Type: application/json\" \\\n     -d '{\n            \"vectors\": {\n                \"size\": 1536,\n                \"distance\": \"Cosine\"\n            },\n            \"sparse_vectors\": {\n                \"splade-model-name\": {\n                    \"index\": {\n                        \"on_disk\": true\n                    }\n                }\n            }\n        }'\n"
               language: curl
         - code-samples:
             - code: "import { QdrantClient } from \"@qdrant/js-client-rest\";\n\nconst client = new QdrantClient({ host: \"localhost\", port: 6333 });\n\nclient.createCollection(\"{collection_name}\", {\n  vectors: { size: 100, distance: \"Cosine\" },\n});\n"
diff --git a/fern/apis/v1.9.x/openapi-overrides.yml b/fern/apis/v1.9.x/openapi-overrides.yml
index 6005245..b890f10 100644
--- a/fern/apis/v1.9.x/openapi-overrides.yml
+++ b/fern/apis/v1.9.x/openapi-overrides.yml
@@ -266,7 +266,7 @@ paths:
     put:
       x-fern-examples:
         - code-samples:
-            - code: "# Minimal curl command to create a collection with a vector field\n\ncurl -X PUT http://localhost:6333/collections/collection_name \\\n     -H \"api-key: <apiKey>\" \\\n     -H \"Content-Type: application/json\" \\\n     -d '{\n            \"vectors\": {\n                \"size\": 300,\n                \"distance\": \"Cosine\"\n            } \n        }'\n\n# Or with a sparse vector field\n\ncurl -X PUT http://localhost:6333/collections/collection_name \\\n     -H \"api-key: <apiKey>\" \\\n     -H \"Content-Type: application/json\" \\\n     -d '{\n            \"vectors\": {\n                \"size\": 300,\n                \"distance\": \"Cosine\"\n            },\n            \"sparse_vectors\": {\n                \"splade-model-name\": {\n                    \"index\": {\n                        \"on_disk\": true\n                    }\n                }\n            }\n        }'\n"
+            - code: "# Minimal curl command to create a collection with a vector field\n\ncurl -X PUT http://localhost:6333/collections/collection_name \\\n     -H \"api-key: <apiKey>\" \\\n     -H \"Content-Type: application/json\" \\\n     -d '{\n            \"vectors\": {\n                \"size\": 300,\n                \"distance\": \"Cosine\"\n            } \n        }'\n\n# Or with a sparse vector field\n\ncurl -X PUT http://localhost:6333/collections/collection_name \\\n     -H \"api-key: <apiKey>\" \\\n     -H \"Content-Type: application/json\" \\\n     -d '{\n            \"vectors\": {\n                \"size\": 1536,\n                \"distance\": \"Cosine\"\n            },\n            \"sparse_vectors\": {\n                \"splade-model-name\": {\n                    \"index\": {\n                        \"on_disk\": true\n                    }\n                }\n            }\n        }'\n"
               language: curl
         - code-samples:
             - code: "import { QdrantClient } from \"@qdrant/js-client-rest\";\n\nconst client = new QdrantClient({ host: \"localhost\", port: 6333 });\n\nclient.createCollection(\"{collection_name}\", {\n  vectors: { size: 100, distance: \"Cosine\" },\n});\n"
diff --git a/qdrant b/qdrant
new file mode 160000
index 0000000..34f7f8e
--- /dev/null
+++ b/qdrant
@@ -0,0 +1 @@
+Subproject commit 34f7f8ec2d8455c0b3fe0f1fb134907ba7816a08
diff --git a/snippets/curl/create_collection.sh b/snippets/curl/create_collection.sh
index 98c41e3..b46d9bd 100644
--- a/snippets/curl/create_collection.sh
+++ b/snippets/curl/create_collection.sh
@@ -17,7 +17,7 @@ curl -X PUT http://localhost:6333/collections/collection_name \
      -H "Content-Type: application/json" \
      -d '{
             "vectors": {
-                "size": 300,
+                "size": 1536,
                 "distance": "Cosine"
             },
             "sparse_vectors": {
diff --git a/tools/sync-openapi.sh b/tools/sync-openapi.sh
index 78c7bdf..b7964fe 100644
--- a/tools/sync-openapi.sh
+++ b/tools/sync-openapi.sh
@@ -31,6 +31,8 @@ python tools/generate_snippet_overwrites.py --openapi qdrant/docs/redoc/master/o
 
 yq eval-all 'select(fileIndex == 0) * select(fileIndex == 1)' fern/openapi-overrides-template.yml overwrite-snippets.yml > $PROJECT_ROOT/fern/apis/master/openapi-overrides.yml
 
+rm overwrite-snippets.yml
+
 # Find latest version inside the repository `docs/redoc` starting with `v*`
 
 latest_version=$(ls qdrant/docs/redoc | grep -oP 'v\d.*' | sort -V | tail -n 1)