diff --git a/docusaurus/video/docusaurus/docs/api/_common_/rtmp.mdx b/docusaurus/video/docusaurus/docs/api/_common_/rtmp.mdx
index b197b8b6..8fedfda6 100644
--- a/docusaurus/video/docusaurus/docs/api/_common_/rtmp.mdx
+++ b/docusaurus/video/docusaurus/docs/api/_common_/rtmp.mdx
@@ -31,9 +31,7 @@ resp = call.get()
 # user ID of an existing user
 user_id = 'jane'
 client.upsert_users(
-    users={
-        user_id: {'id': user_id}
-    }
+	UserRequest(id=user_id)
 )
 
 # the token will be valid for 1 hour
diff --git a/docusaurus/video/docusaurus/docs/api/basics/authentication.mdx b/docusaurus/video/docusaurus/docs/api/basics/authentication.mdx
index 88055054..72355784 100644
--- a/docusaurus/video/docusaurus/docs/api/basics/authentication.mdx
+++ b/docusaurus/video/docusaurus/docs/api/basics/authentication.mdx
@@ -40,12 +40,9 @@ await client.upsertUsers({
 <TabItem value="py" label="Python">
 
 ```py
-users = {}
-user = UserRequest(
-id='user_id', role="user", custom={"color": "red"}, name="This is a test user",image= "link/to/profile/image",
+client.upsert_users(UserRequest(
+  id='user_id', role="user", custom={"color": "red"}, name="This is a test user",image= "link/to/profile/image",)
 )
-users[user.id] = user
-client.upsert_users(users=users)
 ```
 
 </TabItem>
@@ -95,8 +92,7 @@ client.updateUsersPartial({
 <TabItem value="py" label="Python">
 
 ```py
-users = {}
-user = UserRequest(
+client.upsert_users(UserRequest(
   id= 'userid',
   role= 'user',
   custom= {
@@ -104,16 +100,13 @@ user = UserRequest(
   },
   name= 'This is a test user',
   image= 'link/to/profile/image',
-)
-
-users[user.id] = user
-client.upsert_users(users=users)
+))
 
 # or
 client.update_users_partial(
   users= [
     {
-      id: user.id,
+      id: 'userid',
       set: {
         color: 'blue',
       },
diff --git a/docusaurus/video/docusaurus/docs/api/basics/get_started.mdx b/docusaurus/video/docusaurus/docs/api/basics/get_started.mdx
index eaf1a01f..936b2f88 100644
--- a/docusaurus/video/docusaurus/docs/api/basics/get_started.mdx
+++ b/docusaurus/video/docusaurus/docs/api/basics/get_started.mdx
@@ -122,12 +122,9 @@ client.createToken(userId, exp);
 <TabItem value="py" label="Python">
 
 ```py
-users = {}
-user = UserRequest(
-id="john", role="user", custom={"color": "red"}, name="John",image= "link/to/profile/image",
+client.upsert_users(UserRequest(
+  id="john", role="user", custom={"color": "red"}, name="John",image= "link/to/profile/image",)
 )
-users[user.id] = user
-client.upsert_users(users=users)
 
 # the token will be valid for 1 hour
 exp = int(time.time()) + 60 * 60