Answerific
Mining bot that can answer natural language questions by mining the web.
Note. The accuracy of the bot (number of relevant answers) is fairly low right now.
Installation
Add this line to your application's Gemfile:
gem 'answerific'
And then execute:
$ bundle
Or install it yourself as:
$ gem install answerific
Usage
# Initialize a new Miner object
miner = Answerific::Miner.new()
# And ask it to answer questions
miner.answer 'what is the composition of Pluto?'
=> "scientists believe pluto is made mostly of rock and ice, but they will not be sure until more research is done"
miner.answer 'what is a fixie bike?'
=> "the fixies or fixed gears bicycles, in english, are gear bikes or fixed gear"
miner.answer 'who is Jane Austen?'
=> "Jane Austen is more than just a feminist"
miner.answer 'where is Montreal located?'
=> "montreal is a city/town with a large population in the province of quebec, canada which is located in the continent/region of north america"
How it works
Given an input, answerific will
- Preprocess the input
- Detect the type of question
- Parse and rearrange the input given the type of question
- Extract information from the web for that parsed input
- Select and return the best answer
Roadmap
- Improve accuracy of the answers
- Add options at initialization
- Better support for wh-words (atm, the bot just gets rid of them)
- Better support for yes-no questions: answer with definite yes-no instead of statement
Development
After checking out the repo, run bin/setup
to install dependencies. Then, run bin/console
for an interactive prompt that will allow you to experiment.
To install this gem onto your local machine, run bundle exec rake install
. To release a new version, update the version number in version.rb
, and then run bundle exec rake release
to create a git tag for the version, push git commits and tags, and push the .gem
file to rubygems.org.
Contributing
- Fork it ( https://github.com/[my-github-username]/answerific/fork )
- Create your feature branch (
git checkout -b my-new-feature
) - Commit your changes (
git commit -am 'Add some feature'
) - Push to the branch (
git push origin my-new-feature
) - Create a new Pull Request