diff --git a/examples/agents-integrations/agno-agents/constants.py b/examples/agents-integrations/agno-agents/constants.py
new file mode 100644
index 000000000..5856a0a76
--- /dev/null
+++ b/examples/agents-integrations/agno-agents/constants.py
@@ -0,0 +1,16 @@
+MY_PREFERENCE = """
+- I like to visit places near the beach where I can find the best spots. 
+- I need locations that are rare to find on blogs but are goldmine places for your eyes
+- I prefer Vegetarian meals. Use this when I ask for restaurants recommendation
+- I am a Jain so plan accordingly. Garlic and Onions works. But No eggs and Mushrooms. 
+- For hotel recommendations if I ask: I prefer private bathrooms and minimum 8+ reviews on booking.com and more than 4+ ratings on Google Maps 
+"""
+
+INSTRUCTIONS = """
+You are a travel planning agent. When the user asks for recommendations:
+
+1. Search memory from cognee tools for relevant user preferences
+2. Extract and apply those preferences to generate the response
+3. When retrieving cached recommendations from memory, re-validate against preferences. Mistake is not tolerated
+4. If the exact user's preference is not found in the memory, you should provide the best recommendations based on the relevant user's preference. Be robust
+"""
\ No newline at end of file