diff --git a/api/controllers/service_api/app/conversation.py b/api/controllers/service_api/app/conversation.py
index 432d8a44a9..3c897df7c1 100644
--- a/api/controllers/service_api/app/conversation.py
+++ b/api/controllers/service_api/app/conversation.py
@@ -109,12 +109,13 @@ class ConversationVariablesApi(Resource):
         conversation_id = str(c_id)
 
         parser = reqparse.RequestParser()
+        parser.add_argument("last_id", type=uuid_value, location="args")
         parser.add_argument("limit", type=int_range(1, 100), required=False, default=20, location="args")
         args = parser.parse_args()
 
         try:
             return ConversationService.get_conversational_variable(
-                app_model, conversation_id, end_user, args["limit"]
+                app_model, conversation_id, end_user, args["limit"], args["last_id"]
             )
         except services.errors.conversation.ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
diff --git a/api/services/conversation_service.py b/api/services/conversation_service.py
index 24e2b43d7a..1cfecd1973 100644
--- a/api/services/conversation_service.py
+++ b/api/services/conversation_service.py
@@ -12,7 +12,11 @@ from libs.infinite_scroll_pagination import InfiniteScrollPagination
 from models import ConversationVariable
 from models.account import Account
 from models.model import App, Conversation, EndUser, Message
-from services.errors.conversation import ConversationNotExistsError, LastConversationNotExistsError
+from services.errors.conversation import (
+    ConversationNotExistsError,
+    LastConversationNotExistsError,
+    ConversationVariableNotExistsError,
+)
 from services.errors.message import MessageNotExistsError
 
 
@@ -175,6 +179,7 @@ class ConversationService:
         conversation_id: str,
         user: Optional[Union[Account, EndUser]],
         limit: int,
+        last_id: Optional[str],
     ) -> InfiniteScrollPagination:
         conversation = cls.get_conversation(app_model, conversation_id, user)
 
@@ -185,13 +190,23 @@ class ConversationService:
             .order_by(ConversationVariable.created_at)
         )
 
-        total_count = db.session.scalar(select(func.count()).select_from(stmt))
-        has_more = total_count > limit
-
-        stmt = stmt.limit(limit)
-
         with Session(db.engine) as session:
-            rows = session.scalars(stmt).all()
+            if last_id:
+                last_variable = session.scalar(stmt.where(ConversationVariable.id == last_id))
+                if not last_variable:
+                    raise ConversationVariableNotExistsError()
+                
+                # Filter for variables created after the last_id
+                stmt = stmt.where(ConversationVariable.created_at > last_variable.created_at)
+
+            # Apply limit to query
+            query_stmt = stmt.limit(limit)  # Get one extra to check if there are more
+            rows = session.scalars(query_stmt).all()
+
+        has_more = False
+        if len(rows) > limit:
+            has_more = True
+            rows = rows[:limit]  # Remove the extra item
 
         variables = [
             {
diff --git a/api/services/errors/conversation.py b/api/services/errors/conversation.py
index 139dd9a70a..f8051e3417 100644
--- a/api/services/errors/conversation.py
+++ b/api/services/errors/conversation.py
@@ -11,3 +11,7 @@ class ConversationNotExistsError(BaseServiceError):
 
 class ConversationCompletedError(Exception):
     pass
+
+
+class ConversationVariableNotExistsError(BaseServiceError):
+    pass