xaibot-titanic

XAI chatbot explaining your chance of survival on Titanic. Bot will be released soon.

Sources

Chatbot is developed in the platform Dialogflow. Both NLU training files and code for the dialogue management might be found here. The Machine Learning model is accessed via plumber API described below.

start plumber

You need to have files titanic.R and explain_titanic_rf.rda in the working folder.

Then in order to execute the plumber api you need to call in the screen.

library("plumber")
pmodel <- plumb("titanic.R")
pmodel$run(host = "0.0.0.0", port = 8787)

Try it out

Find a demo here: http://54.154.190.83:8787/__swagger__/

Demo

xaibot-covid

library("plumber")
pmodel <- plumb("covid19.R")
pmodel$run(host = "0.0.0.0", port = 8787)