OS: Ubunutu 20.04 Python: 3.6.10 rasa: 1.10.15 rasa-sdk: 1.10.2 rasa.x: 0.32.2
I just changed my pipeline to use Spacy NLP, but I keep getting this warning and I am unable to figure, to which pipeline should I add epochs.
My config.yml is as below:-
language: en
pipeline:
- name: SpacyNLP
model: "en_core_web_md"
case_sensitive: False
- name: SpacyTokenizer
intent_tokenization_flag: False
intent_split_symbol: "_"
token_pattern: None
- name: "SpacyEntityExtractor"
- name: CRFEntityExtractor
# - name: RegexEntityExtractor
# # text will be processed with case insensitive as default
# case_sensitive: False
# # use lookup tables to extract entities
# use_lookup_tables: True
# # use regexes to extract entities
# use_regexes: True
- name: EntitySynonymMapper
- name: LexicalSyntacticFeaturizer
- name: CountVectorsFeaturizer
analyzer: "char_wb"
min_ngram: 1
max_ngram: 8
- name: SpacyFeaturizer
pooling: "mean"
- name: "RegexFeaturizer"
# Text will be processed with case sensitive as default
case_sensitive: True
- name: DIETClassifier
number_of_transformer_layers: 0
# weight_sparsity: 0.0
epochs: 33
- name: ResponseSelector
policies:
- name: AugmentedMemoizationPolicy
max_history: 5
- name: TEDPolicy
number_of_transformer_layers: 2
max_history: 5
epochs: 130
- name: "FallbackPolicy"
nlu_threshold: 0.25
core_threshold: 0.25
fallback_action_name: "action_default_fallback"
And whenever I try to add RegexEntityExtractor it gives the below error, can anybody tell me what am I doing wrong and how to correct them? Thank you!!
Edit1:
Since Fallbackpolicy was not working - I replaced it by RulePolicy (It started showing action_default message even when the confidence was a bit less than 0.5), The replaced code is as below:-
- name: RulePolicy
core_fallback_threshold: 0.25
core_fallback_action_name: action_default_fallback
enable_fallback_prediction: true
restrict_rules: true
check_for_contradictions: true
But I get error while training:-
