IndicoIo-ruby

A ruby wrapper for the indico API.

Installation

Add this line to your application's Gemfile:

gem 'indico'

And then execute:

$ bundle install

Or install it yourself as:

$ gem install indico

API Keys + Setup

For API key registration and setup, checkout our quickstart guide.

Full Documentation

Detailed documentation, a full list of APIs, and further code examples are available at indico.readme.io

Examples

> require 'indico'

=> true

> Indico.political("Guns don't kill people. People kill people.")

=> {"Libertarian"=>0.47740164630834825, "Liberal"=>0.16617097211030055, "Green"=>0.08454409540443657, "Conservative"=>0.2718832861769146}

> Indico.sentiment("This song is incredible")

=> {"Sentiment"=>0.900475156188022}

> Indico.language('Quis custodiet ipsos custodes')

=> {"Swedish"=>0.00033330636691921914, "Vietnamese"=>0.0002686116137658802, "Romanian"=>8.133913804076592e-06, "Dutch"=>0.09380619821813883, "Korean"=>0.00272046505489883, "Danish"=>0.0012556466207667206, "Indonesian"=>6.623391878530033e-07, "Latin"=>0.8230599921384231, "Hungarian"=>0.0012793617391960567, "Persian (Farsi)"=>0.0019848504383980473, "Lithuanian"=>0.007328693814717631, "French"=>0.00016792646226101638, "Norwegian"=>0.0009179030069742254, "Russian"=>0.0002643396088456642, "Thai"=>7.746466749651003e-05, "Finnish"=>0.0026367338676522643, "Hebrew"=>3.70933525938127e-05, "Bulgarian"=>3.746416283126873e-05, "Turkish"=>0.0004606965429738638, "Greek"=>0.027456554742563633, "Tagalog"=>0.0005143018200605518, "English"=>0.00013517846159760138, "Arabic"=>0.00013589586110619373, "Italian"=>2.650711180999111e-06, "Portuguese"=>0.013193681336032896, "Chinese"=>0.008818957727120736, "German"=>0.00011732494215411359, "Japanese"=>0.0005885208894664065, "Czech"=>9.916434007248934e-05, "Slovak"=>8.869445598583308e-05, "Spanish"=>0.011844579596827902, "Polish"=>9.900290296255447e-05, "Esperanto"=>0.0002599482830232367}

> Indico.text_tags('This coconut green tea is amazing!');

=> { "food"=>0.3713687833244494, "cars"=>0.0037924017632370586, ...}

> Indico.keywords("Facebook blog posts about Android tech make better journalism than most news outlets.", {top_n: 3})

=> {"android"=>0.10602030910588661, "journalism"=>0.13466866170166855, "outlets"=>0.13930405357808642}

Batch API

Each Indico method has a corresponding batch method for analyzing many examples with a single request. Simply pass in an array of inputs and receive an array of results in return.

> require 'indico'

=> true

> Indico.api_key = "YOUR_API_KEY"

=> "YOUR_API_KEY"

> Indico.sentiment(['Best day ever', 'Worst day ever'])

=> [0.9899001220871786, 0.005709885173415242]

Calling multiple APIs with a single function

There are two multiple API functions analyze_text and analyze_image (and their batch counterparts). These functions are similar to the existing api functions, but take in an additional apis argument as an array of strings of API names (defaults to all existing apis). analyze_text accepts a list of existing text APIs and vice versa for analyze_image.

Accepted text API names: text_tags, political, sentiment, language

Accepted image API names: fer, facial_features, image_features

> require 'indico'

=> true

> Indico.api_key = "YOUR_API_KEY"

=> "YOUR_API_KEY"

> Indico.analyze_text("Best day ever", ["sentiment", "language"])

=> {"sentiment"=>0.9899001220871786, "language"=>{"Swedish"=>0.0022464881013042294, "Vietnamese"=>9.887170914498351e-05, ...}}

> Indico.analyze_text(["Best day ever", "Worst day ever"], ["sentiment", "language"])

=> {"sentiment"=>[0.9899001220871786, 0.005709885173415242], "language"=>[{"Swedish"=>0.0022464881013042294, "Vietnamese"=>9.887170914498351e-05, "Romanian"=>0.00010661175919993216, ...}, {"Swedish"=>0.4924352805804646, "Vietnamese"=>0.028574824174911372, "Romanian"=>0.004185623723173551, "Dutch"=>0.000717033819689362, "Korean"=>0.0030093489153785826, ...}]}

> test_face = Array.new(48){Array.new(48){Array.new(3){rand(100)/100.0}}}

=> [[[0.66, 0.99, 0.03], [0.42, 0.72, 0.86], [0.95, 0.44, 0.61], [0.39, 0.57, 0.4], [0.06, 0.52, 0.43], [0.11, 0.09, 0.78], [0.35, 0.69, 0.32], [0.44, 0.5, 0.26], [0.71, 0.75, 0.64], [0.91, 0.92, 0.14], [0.71, 0.98, 0.02], ..]]

> Indico.analyze_image(test_face, ["fer", "facial_features"])

=> {"facial_features"=>[0.0, -0.026176479280200796, 0.20707644777495776, ...], "fer"=>{"Angry"=>0.08877494466353497, "Sad"=>0.3933999409104264, "Neutral"=>0.1910612654566151, "Surprise"=>0.0346146405941845, "Fear"=>0.17682159820518667, "Happy"=>0.11532761017005204}}

> Indico.analyze_image([test_face, test_face], ["fer", "facial_features"])

=> {"facial_features"=>[[0.0, -0.026176479280200796, 0.20707644777495776, ...], [0.0, -0.026176479280200796, 0.20707644777495776, ...]], "fer"=>[{"Angry"=>0.08877494466353497, "Sad"=>0.3933999409104264, "Neutral"=>0.1910612654566151, "Surprise"=>0.0346146405941845, "Fear"=>0.17682159820518667, "Happy"=>0.11532761017005204}, {"Angry"=>0.08877494466353497, "Sad"=>0.3933999409104264, "Neutral"=>0.1910612654566151, "Surprise"=>0.0346146405941845, "Fear"=>0.17682159820518667, "Happy"=>0.11532761017005204}]}

Contributing

  1. Fork it ( https://github.com/[my-github-username]/indico/fork )
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create a new Pull Request