spacy-config.yml

language: en
pipeline:
- name: SpacyNLP
  model: en_core_web_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
- name: EntitySynonymMapper
- name: ResponseSelector
  retrieval_intent: out_of_scope
  scale_loss: false
  epochs: 100
- name: ResponseSelector
  retrieval_intent: faq
  scale_loss: false
  epochs: 100
- name: ResponseSelector
  retrieval_intent: chitchat
  scale_loss: false
  epochs: 100
- name: FallbackClassifier
  threshold: 0.7
  ambiguity_threshold: 0.1
policies:
- name: MemoizationPolicy
- name: RulePolicy
  core_fallback_threshold: 0.3
  core_fallback_action_name: "action_default_fallback"
  enable_fallback_prediction: True
- name: UnexpecTEDIntentPolicy
  max_history: 5
  epochs: 100
- name: TEDPolicy
  max_history: 5
  epochs: 100
  constrain_similarities: true