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What would be the ideal configuration for a chatbot which deals with domain specific requests

@nik202 any update ?

@nik202 … I actually have more than 10 examples for each intent…but as many intents are very similar to each other (mostly vary by an entity value) , sometimes the bot is getting confused by entities and intents

@nik202 …Please find the following intent examples:

@ChrisRahme Please find the following outputs :

rasa --version:

Rasa Version: 2.8.1
Minimum Compatible Version: 2.8.0
Rasa SDK Version: 2.8.1
Rasa X Version: None
Python Version: 3.8.6
Operating System : Windows-10-10.0.19041-SP0

@nik202 Yes…I am using forms but also there are very similar intents which have completely different functionality : Example : 1)Add members to project Add members to a VDI 2)Create project Create VDI

@nik202 My chatbot has very similar intents which are differentiated by the entities given… Ex : Create a project - intent 1 Create a project with name testing1 - intent 2 create a project with name testing1 and add akhil@gmail.com - intent 3 because of which its getting confused

@nik202 This is my current config file which I am trying to update to increase intent and entity recognition accuracy of my bot :

Configuration for Rasa NLU.

https://rasa.com/docs/rasa/nlu/components/

language: en

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 options.

@nik202 Hi…Could u tell the files which i should share so that I can share accordingly

@ChrisRahme …Hi…Please find the following error :

Training model 'config1' failed.
Error: c:\users\10685557\onedrive - lti\desktop\code\collab bot\venv1\lib\site-packages\tensorflow_text\python\metrics\_text_similarity_metric_ops.so not found

@nik202 Could you help me out?

@ChrisRahme Thankyou… I will do it the next time…Please find the following error :

Hi, I am not able to run configuration file with ConveRT Featurizer in Windows. My Config File :

language: en

pipeline:
- name: WhitespaceTokenizer
- name: ConveRTFeaturizer
  model_url: https://github.com/connorbrinton/polyai-models/releases/download/v1.0/model.tar.gz
- name: RegexFeatur…

Hi I have created a chatbot which performs various actions which are domain specific…I am trying to increase the intent recognition by editing the configuration…Can someone please help me out…

@nik202 So i need to add intent out_of_scope in nlu and give examples?
Webex channel is just connecting to webex app.It is one of the channels available

@nik202 Hi…I am trying to implement two stage fallback policy,after default_ask_affirmation action when the user denies the suggestions, the action_default_ask_rephrase is not getting triggered but the intent(out_of_scope) is getting triggered as expected…Please help me out… My config File :

Configurati…