config.yml

recipe: default.v1

language: pt

pipeline:
- name: SpacyNLP
  model: pt_core_news_md
- name: SpacyTokenizer
- name: SpacyFeaturizer
- name: RegexFeaturizer
- name: LexicalSyntacticFeaturizer
- name: CountVectorsFeaturizer
- name: CountVectorsFeaturizer
  analyzer: char_wb
  min_ngram: 1
  max_ngram: 4

- name: DIETClassifier
  epochs: 100
  constrain_similarities: True
  model_confidence: softmax

- name: FallbackClassifier
  threshold: 0.7
  ambiguity_threshold: 0.1
  
- name: EntitySynonymMapper
- name: SklearnIntentClassifier

- name: ResponseSelector
  epochs: 100
  retrieval_intent: faq
  constrain_similarities: True

policies:
- name: MemoizationPolicy
- name: RulePolicy
  core_fallback_threshold: 0.4
  core_fallback_action_name: "action_default_fallback"
  enable_fallback_prediction: True

- name: TEDPolicy
  epochs: 100
  constrain_similarities: True
  model_confidence: softmax
  max_history: 5