Build Status


Simple implementation of the probability distribution based on the current state and not on the sequence of events that is preceded it.


Add this line to your application's Gemfile:

gem 'markov_text_generator'

And then execute:

$ bundle

Or install it yourself as:

$ gem install markov_text_generator


model =

model.train 'hello world, hello buddy, hello world'

model.predict_next_word_for 'hello'

#=> 'world' # Most likely


Bug reports and pull requests are welcome on GitHub at This project is intended to be a safe, welcoming space for collaboration, and contributors are expected to adhere to the Contributor Covenant code of conduct.


The gem is available as open source under the terms of the MIT License.