diff --git a/docs-website/docusaurus.config.js b/docs-website/docusaurus.config.js
index 3b2019f785c1e..1a40c986b3167 100644
--- a/docs-website/docusaurus.config.js
+++ b/docs-website/docusaurus.config.js
@@ -170,14 +170,6 @@ module.exports = {
                 value: '<div class="dropdown__link"><b>Archived versions</b></div>',
                 },
                 {
-                value: `
-                   <a class="dropdown__link" href="https://docs-website-qou70o69f-acryldata.vercel.app/docs/features">0.14.0
-                   <svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg>
-                   </a>
-                   `,
-                type: "html",
-                },
-                {
                 value: `
                    <a class="dropdown__link" href="https://docs-website-lzxh86531-acryldata.vercel.app/docs/features">0.13.0
                    <svg width="12" height="12" aria-hidden="true" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg>
diff --git a/docs-website/download_historical_versions.py b/docs-website/download_historical_versions.py
index 7493210ffa2a5..0998d8d997262 100644
--- a/docs-website/download_historical_versions.py
+++ b/docs-website/download_historical_versions.py
@@ -3,6 +3,7 @@
 import tarfile
 import time
 import urllib.request
+import shutil
 
 repo_url = "https://api.github.com/repos/datahub-project/static-assets"
 
@@ -18,7 +19,7 @@ def download_file(url, destination):
 
 
 def fetch_urls(
-    repo_url: str, folder_path: str, file_format: str, max_retries=3, retry_delay=5
+    repo_url: str, folder_path: str, file_format: str, active_versions: list, max_retries=3, retry_delay=5
 ):
     api_url = f"{repo_url}/contents/{folder_path}"
     for attempt in range(max_retries + 1):
@@ -30,7 +31,7 @@ def fetch_urls(
             urls = [
                 file["download_url"]
                 for file in json.loads(data)
-                if file["name"].endswith(file_format)
+                if file["name"].endswith(file_format) and any(version in file["name"] for version in active_versions)
             ]
             print(urls)
             return urls
@@ -48,12 +49,22 @@ def extract_tar_file(destination_path):
         tar.extractall()
     os.remove(destination_path)
 
+def get_active_versions():
+    # read versions.json
+    with open("versions.json") as f:
+        versions = json.load(f)
+    return versions
+
+def clear_directory(directory):
+    if os.path.exists(directory):
+        shutil.rmtree(directory)
+    os.makedirs(directory)
 
 def download_versioned_docs(folder_path: str, destination_dir: str, file_format: str):
-    if not os.path.exists(destination_dir):
-        os.makedirs(destination_dir)
+    clear_directory(destination_dir)  # Clear the directory before downloading
 
-    urls = fetch_urls(repo_url, folder_path, file_format)
+    active_versions = get_active_versions()
+    urls = fetch_urls(repo_url, folder_path, file_format, active_versions)
 
     for url in urls:
         filename = os.path.basename(url)