diff --git a/app/bot/dialogue_manager/models.py b/app/bot/dialogue_manager/models.py
index 3665ec81..5cceb90b 100644
--- a/app/bot/dialogue_manager/models.py
+++ b/app/bot/dialogue_manager/models.py
@@ -1,5 +1,5 @@
 from typing import Optional, Dict, List, Any, Text
-from datetime import datetime, UTC
+from datetime import datetime, timezone
 from copy import deepcopy
 from dataclasses import dataclass
 from app.admin.intents.schemas import Intent
@@ -104,7 +104,7 @@ def __init__(
         self.current_node = current_node
         self.parameters = parameters or []
         self.owner = owner
-        self.date = date or datetime.now(UTC).isoformat()
+        self.date = date or datetime.now(timezone.utc).isoformat()
 
     @classmethod
     def from_json(cls, request_json: Dict):
diff --git a/app/bot/memory/models.py b/app/bot/memory/models.py
index ff8c410b..81531274 100644
--- a/app/bot/memory/models.py
+++ b/app/bot/memory/models.py
@@ -1,5 +1,5 @@
 from typing import Optional, Dict, List, Any, Text
-from datetime import datetime, UTC
+from datetime import datetime, timezone
 from app.bot.dialogue_manager.models import UserMessage
 
 
@@ -29,7 +29,7 @@ def __init__(
         self.missing_parameters = missing_parameters or []
         self.complete = complete
         self.current_node = current_node
-        self.date = date or datetime.now(UTC)
+        self.date = date or datetime.now(timezone.utc)
 
     def to_dict(self) -> Dict:
         return {
@@ -63,7 +63,7 @@ def from_dict(cls, state_dict: Dict) -> "State":
 
     def update(self, user_message: UserMessage):
         self.user_message = user_message
-        self.date = datetime.now(UTC)
+        self.date = datetime.now(timezone.utc)
         self.context.update(user_message.context)
 
         if self.complete:
diff --git a/docker-compose.yml b/docker-compose.yml
index f8558c4a..30238a90 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,5 +1,5 @@
 version: '2'
-name: ai-chatbot-framework
+# name: ai-chatbot-framework
 services:
   frontend:
     image: alfredfrancis/ai-chatbot-framework_frontend:latest
diff --git a/manage.py b/manage.py
index 391f2007..fac9cc0b 100755
--- a/manage.py
+++ b/manage.py
@@ -51,7 +51,7 @@ async def async_train():
         from app.bot.nlu.pipeline_utils import train_pipeline
 
         logger.info("Training models...")
-        await train_pipeline(app)
+        await train_pipeline()
         logger.info("Training models finished.")
 
     asyncio.run(async_train())
diff --git a/profile.svg b/profile.svg
new file mode 100644
index 00000000..63b5d4fd
--- /dev/null
+++ b/profile.svg
@@ -0,0 +1 @@
+{"$schema":"https://www.speedscope.app/file-format-schema.json","profiles":[{"type":"sampled","name":"Thread 0x7F6CACA006C0 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diff --git a/requirements.txt b/requirements.txt
index 6ca5619c..b3404da3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -45,7 +45,7 @@ mdurl==0.1.2
 motor==3.6.1
 multidict==6.1.0
 murmurhash==1.0.12
-numpy==2.2.2
+numpy~=1.26.0
 openai==1.60.2
 orjson==3.10.15
 packaging==24.2