diff --git a/README.md b/README.md
index 481af6e..a8870be 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,10 @@
 # 🧠 Memory-Bot 🤖
 🦜 LangChain  🔗 OpenAI | Streamlit 🧠
 
-The app is hosted over [here](https://avrabyt-memorybot-memorybot-i28el1.streamlit.app)
+The live demo app is hosted over [here](https://next.databutton.com/v/lgzxq112/Memory_Bot)
+
+Blog - [here](https://medium.com/@avra42/how-to-build-a-chatbot-with-chatgpt-api-and-a-conversational-memory-in-python-8d856cda4542) 
+
 
 # Features
 A typical chatbot which can,
@@ -9,11 +12,7 @@ A typical chatbot which can,
 - Save the conversation
 - Download the conversation
 
-# Resources 
-- [LangChain Entity Memory](https://avrabyt-memorybot-memorybot-i28el1.streamlit.app)
-- Related Tutorial Playlist [here](https://www.youtube.com/watch?v=VVSiI-FFrV0&list=PLqQrRCH56DH82KNwvlWpgh3YJXu461q69&index=10)
-- Related Blog [here](https://medium.com/@avra42/getting-started-with-langchain-a-powerful-tool-for-working-with-large-language-models-286419ba0842)
 
- - YouTube tutotial / Blog post will be updated shortly 
+