diff --git a/api/models/model.py b/api/models/model.py
index b3417bc1e4..643a2dea2d 100644
--- a/api/models/model.py
+++ b/api/models/model.py
@@ -1337,6 +1337,20 @@ class EndUser(UserMixin, db.Model):  # type: ignore[name-defined]
             return None
         return self.extra_profile.get("memory")
 
+    @property
+    def profile(self):
+        if self.extra_profile is None:
+            return None
+
+        return f"""
+        专业：{self.major}
+        心理健康评级：{self.health_status}
+        话题标签：{self.topics}
+
+        总结分析与建议：
+        {self.summary}
+        """
+
     @property
     def account(self):
         return db.session.query(Account).filter(Account.id == self.external_user_id).first()
@@ -1381,6 +1395,7 @@ class EndUser(UserMixin, db.Model):  # type: ignore[name-defined]
             "summary": value,
             "topics": self.topics,
             "major": self.major,
+            "memory": self.memory,
         }
 
     @topics.setter
@@ -1389,6 +1404,7 @@ class EndUser(UserMixin, db.Model):  # type: ignore[name-defined]
             "summary": self.summary,
             "topics": value,
             "major": self.major,
+            "memory": self.memory,
         }
 
     @major.setter
@@ -1397,6 +1413,7 @@ class EndUser(UserMixin, db.Model):  # type: ignore[name-defined]
             "summary": self.summary,
             "topics": self.topics,
             "major": value,
+            "memory": self.memory,
         }
 
 
diff --git a/api/schedule/user_profile_generate_task.py b/api/schedule/user_profile_generate_task.py
index e466cb5fc6..f8293f621e 100644
--- a/api/schedule/user_profile_generate_task.py
+++ b/api/schedule/user_profile_generate_task.py
@@ -37,13 +37,23 @@ def user_profile_generate_task():
 
     for app_id in app_ids:
         users_to_update = fetch_users_to_update(app_id)
+
+        if users_to_update is None or len(users_to_update) == 0:
+            click.echo(click.style(f"No users to update. for app_id {app_id}", fg="green"))
+            continue
+
+        click.echo(
+            click.style(
+                f"Found {len(users_to_update)} users profile and memory updates. in app_id {app_id}", fg="green"
+            )
+        )
         update_user_profile_for_appid(users_to_update)
 
     end_at = time.perf_counter()
 
     click.echo(
         click.style(
-            f"Updated memory for app_id {app_ids} users memory. Latency: {end_at - start_at}",
+            f"Updated profile and memory for app_id {app_ids} users. Latency: {end_at - start_at}",
             fg="green",
         )
     )
@@ -52,12 +62,6 @@ def user_profile_generate_task():
 def update_user_profile_for_appid(users_to_update: list[EndUser]):
     """Update memory for a given app_id."""
 
-    if users_to_update is None or len(users_to_update) == 0:
-        click.echo(click.style("No users to update.", fg="green"))
-        return
-
-    click.echo(click.style(f"Found {len(users_to_update)} users who need memory updates.", fg="green"))
-
     updated_users_count = 0
     batch_size = 10
 
@@ -153,35 +157,24 @@ def process_user_memory(user: EndUser, new_messages: str):
         "inputs": {
             "new_messages": new_messages,
             "current_memory": user.memory or "",
+            "name": user.name,
+            "profile": user.profile,
         }
     }
 
     # Call the memory generation service
     click.echo(click.style(f"Start to generate memory for user {user.id}", fg="green"))
-    response = AppGenerateService.generate(
-        app_model=memory_app_model, user=user, args=args, invoke_from=InvokeFrom.SCHEDULER, streaming=False
-    )
-
-    # Save the updated memory to the user
-    if (
-        response
-        and isinstance(response, dict)
-        and "data" in response
-        and "outputs" in response["data"]
-        and "result" in response["data"]["outputs"]
-    ):
-        user.memory = response["data"]["outputs"]["result"]
-        click.echo(click.style(f"Updated memory for user {user.id}", fg="green"))
-    else:
-        click.echo(click.style(f"Failed to update memory for user {user.id}, invalid response format", fg="yellow"))
 
     try:
+        response = AppGenerateService.generate(
+            app_model=memory_app_model, user=user, args=args, invoke_from=InvokeFrom.SCHEDULER, streaming=False
+        )
+
+        click.echo(response)
 
         if not isinstance(response, dict):
             return
 
-        import json
-
         result = response["data"]["outputs"]["result"]
         user.memory = result
 
@@ -209,18 +202,25 @@ def process_user_health_summary(user: EndUser, new_messages: str):
     args = {
         "inputs": {
             "name": user.name,
-            "profile": user.extra_profile,
+            "profile": user.profile,
             "new_messages": new_messages,
         }
     }
 
     click.echo(click.style(f"Start to generate health summary for user {user.id}", fg="green"))
-    response = AppGenerateService.generate(
-        app_model=health_summary_app_model, user=user, args=args, invoke_from=InvokeFrom.SCHEDULER, streaming=False
-    )
 
     try:
 
+        response = AppGenerateService.generate(
+            app_model=health_summary_app_model,
+            user=user,
+            args=args,
+            invoke_from=InvokeFrom.SCHEDULER,
+            streaming=False,
+        )
+
+        click.echo(response)
+
         if not isinstance(response, dict):
             return