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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

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