diff --git a/README.md b/README.md
index eccec61..6e33bd9 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,3 @@
-# chatbot
-Based on MLT Workshop: Building a Scalable AI Chatbot
+# Build a Scalable AI Chatbot
+
+This notebook is based on the [MLT](https://www.meetup.com/Machine-Learning-Tokyo/events/272502001/) workshop by Bespoke R&D Lead Max Frenzel and ML Engineer Asir Saeed. You can find the [repository here](https://github.com/bespoke-inc/bespoke-public-talks/tree/master/2020/2020-08-22-MLT-Rules-to-DL) and the presentation and video tutorial on [MLT YouTube](https://www.youtube.com/mltokyo).