config.yml

# Configuration for Rasa NLU.
# https://rasa.com/docs/rasa/nlu/components/
language: es_core_news_sm

pipeline:
# # No configuration for the NLU pipeline was provided. The following default pipeline was used to train your model.
# # If you'd like to customize it, uncomment and adjust the pipeline.
# # See https://rasa.com/docs/rasa/tuning-your-model for more information.
#   - name: WhitespaceTokenizer
#   - name: RegexFeaturizer
#   - name: LexicalSyntacticFeaturizer
#   - name: CountVectorsFeaturizer
#   - name: CountVectorsFeaturizer
#     analyzer: char_wb
#     min_ngram: 1
#     max_ngram: 4
#   - name: DIETClassifier
#     epochs: 100
#     constrain_similarities: true
#   - name: EntitySynonymMapper
#   - name: ResponseSelector
#     epochs: 100
#     constrain_similarities: true
#   - name: FallbackClassifier
#     threshold: 0.3
#     ambiguity_threshold: 0.1
  - name: "SpacyNLP"
    model: "es_core_news_md"
  - name: "SpacyTokenizer"
  - name: "SpacyFeaturizer"
  - name: "DIETClassifier"
    entity_recognition: False
    epochs: 50
  - name: ResponseSelector
    epochs: 100
    retrieval_intent: faq
  - name: ResponseSelector
    epochs: 100
    retrieval_intent: chitchat
  - name: FallbackClassifier
    threshold: 0.1
    ambiguity_threshold: 0.05

# Configuration for Rasa Core.
# https://rasa.com/docs/rasa/core/policies/
policies:
# # No configuration for policies was provided. The following default policies were used to train your model.
# # If you'd like to customize them, uncomment and adjust the policies.
# # See https://rasa.com/docs/rasa/policies for more information.
  - name: MemoizationPolicy
  - name: TEDPolicy
  - name: MappingPolicy
#     max_history: 5
#     epochs: 100
#     constrain_similarities: true
  - name: FormPolicy
  - name: RulePolicy
    core_fallback_threshold: 0.1
    core_fallback_action_name: action_default_fallback
    enable_fallback_prediction: true
    restrict_rules: true
    check_for_contradictions: true
  - name: "FallbackPolicy"
    # min confidence needed to accept an NLU prediction
    nlu_threshold: 0.25
    # min confidence needed to accept an action prediction from Rasa Core
    core_threshold: 0.25
    # name of the action to be called if the confidence of intent / action
    # is below the threshold
    fallback_action_name: 'action_default_fallback'