Questions tagged [rasa-nlu]

rasa NLU is an open source tool for intent classification and entity extraction. Use this tag when referencing rasa stack, particularly their Natural Language Understanding modules.

660 questions
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'pip install duckling' giving issue

I want to install duckling to work on Rasa nlu training but it is giving issue as mentioned in below image please help me to fix this.enter image description here
Ratan
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unable to predict using rasa_nlu in python

I am trying to replicate the sample restaurant search. I am running it on windows 64 / python 3.6 Anaconda 4.4. My config.json looks like this. { "name": null, "pipeline": ["nlp_spacy", "tokenizer_spacy",…
Subramanian
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Conversational Data for building a chat bot

I am building a chat bot with rasa-nlu. I went through the tutorial and I have built a simple bot. However, I need lots of training data for building a chat bot that is able to book a taxi. So I need data to build a specific bot. Is there a…
jsphdnl
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Rasa NLU failing to classify intent

I'm running rasa-nlu on a docker container. trying to train it on my data and then performing requests to the http server, which always result as follow: "intent": { "confidence": 1.0, "name": "None" } I'm running a config file as follows: { …
Itzik Gili
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How to make a CURL call to rasa nlu trainer

I had rasa nlu trainer running on xxxx port.I want to feed nlu trainer with a different source whenever a call made from my app(meteor) to rasa nlu trainer.I thought of curl request to nlu trainer but how can we fed --source flag of rasa nlu…
user3405478
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What is the difference between ChatGPT and other chatbot frameworks like Dialogflow or Rasa?

What are the key differences between ChatGPT and other chatbot frameworks like Dialogflow or Rasa, in terms of natural language understanding, customization, integration, scalability, and cost? Which framework would be the best fit for a chatbot…
Stefan Fenn
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Need a very basic answer to what an NLU engine is

I have designed a chatbot system in which we allow users to create their entities and intents (using phrases). At runtime the user input is matched against all the training phrases to derive at the intent that should be processed. I want to…
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Cannot push rasa app into heroku container

I am trying to deploy rasa app on heroku and docker, I have successfully logged in with container but while running following command I am getting an error sudo heroku container:push web Error Error: Missing required flag: › -a, --app APP app…
Veera Silamban
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TypeError: can only concatenate str (not "NoneType") to str in rasa training

Im getting this error while training the file config.yml file .Need Help
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Difference between sparse features

I’m using: EmbeddingIntentClassifier for Intent Classification. According to RASA’s documentation, EmbeddingIntentClassifier requires dense_features and/or sparse_features. In my NLU pipeline, I have CountVectorsFeaturizer and RegexFeaturizer and…
kogha
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Action 'utter_greet' doesn't correspond to a template / action. Module doesn't contain a class with this name

I am building one bot on RASA 1.9.4 and following is the error I've encountered: The bot does not have any custom actions, just utter responses. The solution for this issue is not available on the internet, please help me in resolving the…
sandilya M
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Failed validating 'required' in schema['properties']['rasa_nlu_data']['properties']['common_examples']['items']['properties']['entities']['items']:

I got this error on my command prompt while running a python file to train file using rasa nlu i'm currently using windows 10 rasa_core==0.8.2 rasa_nlu==0.11.4 python 3.6.7 PS: i downgraded both rasa and python as the modules names in rasa's…
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AttributeError: module 'tensorflow.python.pywrap_tensorflow' has no attribute 'TFE_MonitoringNewCounter0'

I'm using Rasa for a chatbot project and recently completed the installation. When I try to train my bot using the 'rasa train' command, it shows me this error and I cant seem to find a way to solve it. I've reinstalled tensorflow as suggested on…
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Check confidence level on the entities and intent for chatbots in rasa

as I am a beginner to building chatbots, I would like to know how to check the confidence levels for each intent and entity when building a chatbot in rasa. I am using spacy as a Language Processing Pipeline . Does anybody have an idea how to do…
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How to use a rasa chatbot in anaconda prompt?

I am building a chatbot with rasa; I can interact with it in a Ubuntu bash but I do not manage ot interact with it in a anaconda prompt : I do manage to load the bot using bot.py run but when I type the first message I get the following error…
Vincent
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