config.yml

# The config recipe.
# https://rasa.com/docs/rasa/model-configuration/
recipe: default.v1

# The assistant project unique identifier
# This default value must be replaced with a unique assistant name within your deployment
assistant_id: 20230531-105026-ivory-volt

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

importers:
  - name: "pipeline.astro_data_importer.AstroDataImporter"

# # See https://rasa.com/docs/rasa/tuning-your-model for more information.
pipeline:
   - name: WhitespaceTokenizer
   - name: RegexFeaturizer
   - name: LexicalSyntacticFeaturizer
   - name: CountVectorsFeaturizer
   - name: CountVectorsFeaturizer
     analyzer: char_wb
     min_ngram: 1
     max_ngram: 4
   - name: DIETClassifier
     epochs: 80
     constrain_similarities: true
   - name: EntitySynonymMapper
   - name: pipeline.fuzzy_entity_extractor.FuzzyEntityExtractor
     sentence_score_cutoff: 55
     word_score_cutoff: 75
     case_sensitive: False
     use_slots: True
   - name: ResponseSelector
     epochs: 97
     constrain_similarities: true
   - name: FallbackClassifier
     threshold: 0.65

# Configuration for Rasa Core.
# https://rasa.com/docs/rasa/core/policies/
policies:
   - name: MemoizationPolicy
     max_history: 10
   - name: RulePolicy
     core_fallback_threshold: 0.4
   - name: TEDPolicy
     max_history: 5
     epochs: 120
     learning_rate: 0.02
     constrain_similarities: true