Update README.md

Author: lmangani

README.md

@@ -1,10 +1,9 @@
 <img src="https://github.com/chdb-io/chdb/raw/pybind/docs/_static/snake-chdb.png" width=320 >
 
-# chDB on AWS Lambda
+# chDB AWS Lambda
 
-> Running chdb in a lambda function for fun a profit!
+> Running chdb in a lambda container function for fun a profit!
 
-This guide is based on [this article](https://medium.com/@skalyani103/python-on-aws-lambda-using-docker-images-5740664c54ca)
 
 
 
@@ -66,6 +65,13 @@ And the response would look like this (or any other format)
 22.12.1.1
 ```
 
+
+
+----
+
+This guide is loosely based on [this reference article](https://medium.com/@skalyani103/python-on-aws-lambda-using-docker-images-5740664c54ca)
+
+
 You can also use the Browser and the AWS Console to generate **test events**:
 
 <img src="https://user-images.githubusercontent.com/1423657/250201531-daa26b0b-68e2-4cec-b665-5505efe99b99.png" align="left">