ResponseSelector is not working properly

Getting Started with Rasa
1

Hi, I’m trying to build my first bot with faq type and I saw that ResponseSelector is a good way of organizing things. But, for some reason, rasa train doesn’t pick up the response for the intents to be picked up by ResponseSelector.

I get the following error:

Traceback (most recent call last): File “d:\anaconda3\lib\runpy.py”, line 193, in run_module_as_main “main”, mod_spec) File “d:\anaconda3\lib\runpy.py”, line 85, in run_code exec(code, run_globals) File "D:\Anaconda3\Scripts\rasa.exe_main.py", line 9, in File "d:\anaconda3\lib\site-packages\rasa_main.py", line 76, in main cmdline_arguments.func(cmdline_arguments) File “d:\anaconda3\lib\site-packages\rasa\cli\test.py”, line 154, in test test_nlu(args) File “d:\anaconda3\lib\site-packages\rasa\cli\test.py”, line 149, in test_nlu test_nlu(model_path, nlu_data, output, vars(args)) File “d:\anaconda3\lib\site-packages\rasa\test.py”, line 136, in test_nlu run_evaluation(nlu_data, nlu_model, output_directory=output_directory, **kwargs) File “d:\anaconda3\lib\site-packages\rasa\nlu\test.py”, line 1028, in run_evaluation test_data = training_data.load_data(data_path, interpreter.model_metadata.language) File “d:\anaconda3\lib\site-packages\rasa\nlu\training_data\loading.py”, line 77, in load_data training_data.fill_response_phrases() File “d:\anaconda3\lib\site-packages\rasa\nlu\training_data\training_data.py”, line 203, in fill_response_phrases story_lookup_intent ValueError: No response phrases found for ask_fir/fir_online. Check training data files for a possible wrong intent name in NLU/NLG file

My config file looks like:

Configuration for Rasa NLU.

Components

language: en pipeline:

  • name: “WhitespaceTokenizer”
  • name: “RegexFeaturizer”
  • name: “CRFEntityExtractor”
  • name: “EntitySynonymMapper”
  • name: “CountVectorsFeaturizer” analyzer: “char_wb” min_ngram: 1 max_ngram: 4
  • name: “EmbeddingIntentClassifier”
  • name: “ResponseSelector”

Configuration for Rasa Core.

Policies

policies:

  • name: MemoizationPolicy
  • name: KerasPolicy
  • name: MappingPolicy

My responses.md file has this line:

fir_online

  • ask_fir/fir_online:
    • 'The procedure for … ’

My domain file has: intents:

  • ask_fir

actions:

  • respond_ask_fir

My story file has:

happy path

  • greet
    • utter_greet
  • ask_fir
    • respond_ask_fir

My nlu file has:

intent:ask_fir/fir_online

  • Can I file an FIR online?

Couldn’t find any help either on the forum on stackflow? Can anyone please help?

2

Maybe I’m replying too late, but anyway. Do you have properly defined responses in responses.md file in your data folder?