NLG responses not found during NLU pipeline comparison

Rasa Open Source
1

Hi,

I started to test different NLU pipelines to figure out the best for the use case. When I just test one configuration, the test runs to completion. But when I test multiple configuration, it throws the below error NLG responses not found during NLU pipeline comparison

Test command rasa test nlu --nlu data/nlu.md --config config #config folder contains all different configurations

Python version: 3.7.4 Rasa version: 1.10.16

config.yml

language: en

pipeline:
  - name: ConveRTTokenizer
  - name: RegexFeaturizer
  - name: ConveRTFeaturizer
  - name: CRFEntityExtractor
  - name: LexicalSyntacticFeaturizer
  - name: CountVectorsFeaturizer
  - name: CountVectorsFeaturizer
    analyzer: "char_wb"
    min_ngram: 1
    max_ngram: 4
  - name: DIETClassifier
    batch_strategy: sequence
    epochs: 100
  - name: EntitySynonymMapper
  - name: ResponseSelector
    epochs: 100
    retrieval_intent: chitchat

policies:
  - name: AugmentedMemoizationPolicy
  - name: TEDPolicy
    max_history: 8
    epochs: 100
  - name: MappingPolicy
  - name: FormPolicy
  - name: FallbackPolicy
    nlu_threshold: 0.3
    fallback_action_name: 'action_default_fallback'

Could someone help me to find where I am going wrong? Thanks in advance

2

Hi @anushiya , what happens if you provide a folder containing both your NLU data and the responses for your NLG?