config_v1.yml

language: en
pipeline:
  - name: WhitespaceTokenizer
  - name: CountVectorsFeaturizer
  - name: CountVectorsFeaturizer
    analyzer: "char_wb"
    min_ngram: 1
    max_ngram: 4
  - name: RegexFeaturizer

  - name: LogisticRegressionClassifier
    epochs: 200
  - name: ResponseSelector
    epochs: 200
    constrain_similarities: trueW
  - name: DIETClassifier
    epochs: 100
  - name: EntitySynonymMapper
  - name: FallbackClassifier
    threshold: 0.65
    ambiguity_threshold: 0.1


policies:
- name: UnexpecTEDIntentPolicy
  epochs: 20
  constrain_similarities: true
- name: AugmentedMemoizationPolicy
  max_history: 5
- name: MemoizationPolicy
  max_history: 3
  priority: 4
- name: RulePolicy
  core_fallback_threshold: 0.3
  core_fallback_action_name: "action_default_fallback"
  enable_fallback_prediction: true


# rasa run -m models --endpoints endpoints.yml