sumitarora / awesome-ai

Awesome AI Demo Application leveraging Apache Spark, Play and Reactive Mongo

Awesome AI

Example application showing CTA prediction based on historical data using play 2.5 and reactive mongo

Configure MongoDB

Just change it in application.conf

mongodb.uri = "mongodb://localhost/ngconf"

Run Application

sbt run

Endpoints

Type	Endpoint	Payload	Description
GET	/events	{ "hitType": "pageview", "page": "/", "sessionId": "3616391b-63cd-4a8b-83c1-c3cca33d7757", "ip": "7.9.12.2"}	Get recent 30 events list
POST	/events	--	Send an event and get the prediction
GET	/ip/:ip	127.0.0.1	Get IP details of IP passed
GET	/generate	--	Generate dummy data for testing

Notes

• Prediction algorithm is generated using Apache Spark
• Apache Spark code for Machine Learning is in apache-spark.scala
• apache-spark.scala should be run in Apache Spark Shell