Method: BotFramework::Dialogs::LuisRecognizer.recognize

Defined in:
lib/bot_framework/dialogs/luis_recognizer.rb

.recognize(utterance, model_uri) {|nil, , | ... } ⇒ Object

Yields:

  • (nil, , ) 


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# File 'lib/bot_framework/dialogs/luis_recognizer.rb', line 44

def self.recognize(utterance, model_uri)
  uri = model_uri.strip
  uri += '&q=' unless uri.end_with? '&q='
  uri += URI.encode_www_form_component(utterance || '')
  result = JSON.parse HTTParty.get(uri).body
  # Symbolize keys
  result = result.each_with_object({}) { |(k, v), temp| temp[k.to_sym] = v; temp }
  result[:intents] ||= []
  result[:entities] ||= []
  if result[:topScoringIntent] && result[:intents].empty?
    result[:intents] << result[:topScoringIntent]
  end

  if result[:intents].length == 1 && (result[:intents].first[:score].is_a? Numeric)
    result[:intents].first[:score] = 1.0
  end
  # Symbolize keys
  result[:intents].map! do |intent|
    intent.each_with_object({}) { |(k, v), temp| temp[k.to_sym] = v; temp }
  end

  result[:entities].map! do |entity|
    entity.each_with_object({}) { |(k, v), temp| temp[k.to_sym] = v; temp }
  end
  yield nil, result[:intents], result[:entities]
end