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Questions tagged [rasa]

Use this tag for general questions concerning Rasa, the open source machine learning framework. For questions concerning Rasa NLU, the module for understanding user messages, use [rasa-nlu]. For questions concerning Rasa Core, the module for holding conversations and deciding what to do next, use [rasa-core]. For questions concerning Rasa X, the tool for improving assistants from real conversation data, use [rasa-x].

Rasa is an open source machine learning framework for building contextual AI assistants and chatbots. The web site is https://rasa.com/

The framework is composed of two main modules, NLU and Core, along with the Rasa X tool which provides assistance in building AI assistants with Rasa.

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Rasa not returning whole file in callback_url while running on different machine?

I have two servers; receiving server(1) runs on NodeJS, and the sender server(2) is on Python rasa nlu. Server(1) code : import {Storage} from "@google-cloud/storage"; this.post("/webhook", async (req, res) => { const storage = new Storage({/**…
Himanshu Teotia
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RASA preprocessing, user entered text

I am new to RASA. I gone through updated documentation Rasa 3 but I don't know how to pre-process the message of the user before nlu-model. e.g., if user enter hi, so i want to read that text before any action taken by rasa like tokenization etc. If…
raju
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Rasa - Why do I need to list intents in domain.yml?

I'm trying to learn Rasa and I have a question. Since intents are already defined in data/nlu.yml, there's a particular reason to repeat them in domain.yml? Thanks!
Gianluca
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RASA: How to build mixed-Initiative conversations?

I ask a question/help request regarding how to set-up a mixed-initiative chatbot in RASA For mixed-initiative conversational bot, I mean a chat-bot thatallows both User-initiative: The bot simply reply to user requests(I also call this:…
Giorgio Robino
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Can't get form to deactivate. Rasa 2.0

Despite two days of trying and searching, I've had no luck with this. The goal is to simply deactivate a form on command. A user activates form by typing "create use case". But if in the middle the user decides to exit (cancel), I can't seem to get…
UberDataGeek
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How to fix the error UserWarning: the value of 'evaluate_every_number_of_epochs' is greater than the value of 'epochs'. No evaluation will occur

How to fix the error UserWarning: the value of 'evaluate_every_number_of_epochs' is greater than the value of 'epochs'. No evaluation will occur. I get this warning when I run ‘rasa shell’. UserWarning: the value of ‘evaluate_every_number_of_epochs’…
fini
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Rasa integration pipeline with HuggingFace

I'm trying to configure Rasa to use models pretrained at HuggingFace. This is my setup language: fr pipeline: - name: LanguageModelTokenizer - name: LanguageModelFeaturizer model_name: "bert" model_weights: "setu4993/LaBSE" …
Bih Cheng
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Understanding RASA Forms

My goal: I'm trying to implement a simple report rule using Forms for my RASA Assistant, which should work as following: User: "I want to report something." Assistant: "Please describe your problem in the following message." User:
Adam
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Listing entities in intents like Dialogflow and Watson

I am facing a real issue, I don't what I am looking for is not provided by rasa or it is just I can't find it. Now, I was using IBM Watson and Dialogflow. Entities are divided into: Entities Sub-entities Synanoms for each sub-entity and when you…
Nermeen Sayed
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Connect the rasa project built with rasa version 1.10.6 to the latest rasa x version (0.35.x) using the integrated version control feature of rasa x

I developed my chatbot project with rasa 1.10.6 before rasa released rasa 2.0. I would like to know if I can add my old rasa 1.xx project with the current rasa-x version (0.35.x) or with future rasa-x versions, as I don't want to use an old rasa-x…
Bimsara Gamage
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Can Rasa NLU share the same spacy model among multiple models

I am using Rasa NLU. I have 3 models trained using the same pipeline with different training datasets. The pipeline uses Spacy for tokenization and to build the WordVec. When I load all of those 3 models to memory, Exactly how many times, Rasa loads…
Dulanjaya Tennekoon
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How do I actually connect to botfront on kubernetes?

I tried deploying on EKS, and my config.yaml follows this suggested format: botfront: app: # The complete external host of the Botfront application (eg. botfront.yoursite.com). It must be set even if running on a private or local DNS (it…
Stephan
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How does rasa form keep asking questions in a loop？

I now want to implement the following functions through rasa User:How is the weather in New York today? Bot:New York today is sunny. User:How about Washington? Bot:Washington today is rain User:How about London Bot:London today is cloudy User:What…
shaojie
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Rasa Response selector training issue

I am building FAQ Bot using rasa but i am facing training issue with Response selector.Diet classifier training taking 40min with 20k FAQs and accuracy=0.99 but response selector training taking 1 day for 100 epoch with GPU and accuracy is very low…
Som
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How do I create forms in Rasa 2.0.2?

I cannot seem to get forms to work in Rasa 2.0.2 I am new to Rasa, so please give me a step-by-step guide on how to fix it. I didn't create any actions nor did I create any endpoints. Thank you so much! I am trying to create a form to save travel…
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