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Which Rasa product offers a Managed Service solution?
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Managed Service
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What is a key industry where Rasa's solutions are applied?
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Financial Services
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What are the primary purposes for collecting and processing personal information by Rasa Technologies Inc?
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Visitor Statistics, Browsing Behavior
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What tool in Rasa Pro provides real-time visibility into an assistant’s performance?
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Monitor Performance Pro
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What are the specific industries mentioned that Rasa's solutions cater to?
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Financial Services, Healthcare, Telecom, Travel & Transport
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What variable allows iteration to list all slots of the current active flow in the Rasa 3.9.0 assistant configuration?
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flow_slots
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What is the vision of Rasa for transforming interactions?
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Transform how people interact with organizations through AI.
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What is one of the industries Rasa Technologies Inc. focuses on for their solutions?
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Financial Services
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What platform is I-GTM seeking to integrate with RASA and FreeScout for use in UK Boarding Schools?
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React
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What is the name of the architecture used in many algorithms inside Rasa?
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Transformers
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Which sectors are targeted under Rasa's solutions for improving customer experience and enterprise operations?
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Customer experience and enterprise operations in sectors like financial services, healthcare, telecom, and travel & transport.
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What core concept allows a parent Rasa chatbot to direct user conversations to different child Rasa chatbots based on user intent?
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Intent Classification and Redirection
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Which command generator is deprecated and set to be removed in Rasa 4.0.0?
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MultiStepLLMCommandGenerator
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What action is taken when a user requests to "Speak with the AI" in the Rasa project detailed in the document, and what version of Rasa is being used?
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All subsequent interactions are redirected to the external LLM action. Rasa version 3.6.20.
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What is the monthly conversation limit for the free Rasa Pro Developer Edition license when used by employees?
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100
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Which Rasa product is specifically mentioned for enterprise-level documentation in the reference document?
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Rasa X/Enterprise Docs
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What are the primary industries that Rasa Technologies Inc. provides solutions for according to their offerings?
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Financial Services, Healthcare, Telecom, Travel & Transport.
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What problem related to word embeddings is highlighted in the Rasa Learning Center material?
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Biased embeddings.
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What are the available social media platforms listed for Rasa Technologies Inc?
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YouTube, X (Twitter), GitHub, LinkedIn, AngelList, Stack Overflow
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What issue related to bot prediction is discussed with a low number of replies and a significant number of views?
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Bot prediction problem
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What is the default temperature parameter set for the CompactLLMCommandGenerator model in Rasa?
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0.0
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What type of vector store is configured for enterprise search in the given Rasa setup?
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faiss
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In Rasa version 3.x, what is required to access the features labeled as "Rasa Pro Only"?
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Rasa Pro License
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Which Rasa product offers a managed service solution?
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Managed Service
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What are the primary use cases for Rasa's conversational AI solutions?
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Customer Experience, Enterprise Operations & IT Helpdesk, Lead Gen & Sales, Contact Center Automation & Voice.
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What is the current number of monthly interactions in the "Jobs in Conversational AI" category on the Rasa Community Forum?
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58
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How many monthly interactions does "Rasa Pro CALM" receive on the Rasa Community Forum?
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4 / month
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What is the purpose of a parent Rasa chatbot as described in the conceptual approach for intent classification and redirection?
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Intent classification and redirection.
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What does David W's team at I-GTM aim to integrate RASA with?
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React and FreeScout
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What method of deployment for Rasa does David W seek expertise in?
|
Docker/GKE Deployment
|
What component in the Rasa architecture, specifically version 3.x.x, is responsible for converting training stories from markdown to YAML format?
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rasa.core.training.converters.story_markdown_to_yaml_converter
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Which industries are specifically mentioned as use cases for Rasa's products?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
What industries does Rasa target with its conversational AI solutions?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
What metric measures conversations that do not result in a completed flow for the 'setup_recurrent_payment' flow in Rasa?
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Drop-off rate
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What Rasa version is being used by the developer looking to integrate an external large language model with their chatbot?
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3.6.20
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What are the different use cases mentioned for the Rasa platform?
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Customer Experience, Enterprise Operations & IT Helpdesk, Lead Gen & Sales, Contact Center Automation & Voice, On Premises Chatbots
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What generative AI approach does Rasa Studio leverage to manage conversational patterns like digressions and interruptions?
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CALM (Conversational AI with Language Models)
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What is the monthly feedback frequency for Rasa Open Source as mentioned in the Rasa Community Forum categories?
|
17 / month
|
What configuration setting specifies the graph recipe for a CALM assistant in Rasa, and what is its typical value?
|
recipe: default.v1
|
What is described as the only serious solution for mission-critical conversational AI?
|
Rasa
|
What level of ROI does Rasa claim to achieve within a year according to an independent study?
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181%
|
Which industries does Rasa specifically provide solutions for?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
Which Rasa feature is identified as the sole solution for mission-critical conversational AI?
|
Rasa
|
What issue is being discussed in relation to "Silence_timeout and session_timeout" in Rasa Pro CALM?
|
Silence_timeout and session_timeout do not work.
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What is a primary purpose of joining Rasa's newsletter?
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Stay updated with the latest content and news from Rasa around conversational AI.
|
What is disallowed from being used in flows `collect` steps for CALM assistants according to the validator?
|
`list` slots
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Under what conditions are you solely responsible for validating the outputs of AI models according to the disclaimer?
|
You are solely responsible when you build, manage, or deploy Custom Assistants and provide Data Inputs and Data Outputs.
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What is the environment variable required for authenticating Azure Storage in Rasa for storing models?
|
AZURE_ACCOUNT_KEY
|
What unique advantage does Rasa offer for leveraging large language models (LLMs) according to the reference?
|
Flexibility to choose which LLMs to use and where to plug them in.
|
Which machine learning engineer mentioned in the document works at ALIBABA Group?
|
Xiaoquan Kong
|
What environment variable must be set to use Rasa Pro with a valid license key?
|
RASA_PRO_LICENSE
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What file should be deleted to disable the chitchat response functionality in the Rasa assistant?
|
data/patterns.yml
|
What command ranking is applied when both the LLM-based command generator and the NLUCommandAdapter issue conflicting commands for the same slot name in Rasa version 3.12.0?
|
The command issued by the `NLUCommandAdapter` is prioritized.
|
What does the "action_check_sufficient_funds" function use to determine if a user has enough funds for a transaction in Rasa version X?
|
The "action_check_sufficient_funds" function uses the "amount" slot to determine if a user has enough funds.
|
In a Rasa flow, which step type involves executing an automatic operation without waiting for user input, and what is a specific example of this type mentioned in the reference document?
|
Action step; utter_transfer_complete
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What is the primary function of the parent Rasa chatbot (parentBot) when interacting with child chatbots on different ports?
|
Routing user conversations to the appropriate child bots based on intent.
|
What is the error code received when too many requests are made to the Rasa forum?
|
ip_10_secs_limit
|
Which industries are specifically mentioned as target sectors for Rasa's solutions?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
How does the "correction" pattern within the Conversation Repair category enhance the handling of non-linear interactions in AI assistants?
|
The "correction" pattern enhances handling of non-linear interactions by allowing AI assistants to update and rectify previously stored information, ensuring conversations remain accurate and coherent despite changes or errors, thus improving user experience.
|
What condition triggers the execution of the action `utter_please_rephrase` in the Rasa framework?
|
`nlu_fallback` intent with low NLU confidence
|
What are the three primary product offerings listed for Rasa?
|
Rasa Platform, Rasa Pro, Rasa Studio
|
What action is triggered in Rasa Open Source when the "Talk with AI" button is selected in the chatbot menu using Rasa version 3.6.20?
|
action_talk_with_ai
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Which module in Rasa NLU version specified contains the `_crf_entity_extractor`?
|
rasa.nlu.extractors._crf_entity_extractor
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What industries does Rasa target for their conversational AI solutions?
|
Financial Services, Healthcare, Telecom, Travel & Transport.
|
What is the recommended command generator to use in Rasa 4.0.0 for better optimization with modern small LLMs?
|
CompactLLMCommandGenerator
|
What is the primary focus of the Rasa Certification Workshops section mentioned in the document?
|
Overview of Rasa Certification Workshops.
|
What is the recommended LLM-based command generator to use instead of the deprecated `MultiStepLLMCommandGenerator` in Rasa 4.0.0?
|
CompactLLMCommandGenerator
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What major changes were announced regarding the maintenance of Rasa X Community Edition in June 2022?
|
Rasa X Community Edition will no longer be maintained or supported.
|
What encryption methods are suggested for implementing end-to-end encryption in a Rasa Open Source chatbot?
|
AES (symmetric) or RSA (asymmetric)
|
What is the purpose of using ngrok when testing Rasa channels on a local machine?
|
To expose a local Rasa server to external channels over the internet.
|
Which industries does Rasa provide solutions for according to the document?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
What key step is required to load the Rasa Pro license key into the environment setup for running commands like `rasa train`?
|
Edit the `.env` file with `RASA_PRO_LICENSE='your_rasa_pro_license_key_here'` and run `source .env`.
|
What is the role of the `next` attribute in the `collect` step for the slot `final_confirmation` in Rasa's flow management, version 3?
|
It implements branching logic based on the value of the `final_confirmation` slot.
|
What major initiative is Rasa celebrating during Women's History Month?
|
Rasa Women Who Inspire Us
|
Which component of Rasa Platform needs to be used with Rasa Pro for reviewing and improving AI Assistants at scale, and is known as a low-code user interface?
|
Rasa X/Enterprise
|
What function should be used to hand over a conversation to a human, specifically in the context of Rasa's features?
|
HumanHandoff()
|
What is the default embedding model used in the flow retrieval configuration for Rasa's LLMCommandGenerator?
|
text-embedding-ada-002
|
What key advantage does the Rasa platform provide enterprises when leveraging Large Language Models for their conversational AI needs?
|
Flexibility in choosing and integrating Large Language Models.
|
What are the components of the Rasa Platform mentioned in the reference document?
|
Rasa Pro, Rasa Studio, Managed Service
|
What are the main product offerings of Rasa Technologies Inc. specifically mentioned in their solutions for enterprises?
|
Rasa Platform, Rasa Pro, Rasa Studio, Managed Service
|
What file must be updated to add a new voice channel for testing conversations in Rasa version 2025?
|
credentials.yml
|
What does Rasa offer for automating interactions in customer service and contact centers?
|
Rasa Platform, Rasa Pro, Rasa Studio, Managed Service.
|
What action should be taken if a user's message is ambiguous about the specific flow they want to start?
|
Use clarification in ambiguous cases.
|
What is the maximum character length allowed for a valid assistant name in Rasa Pro 3.7.0?
|
128
|
What are the components of the Rasa product suite as mentioned in the reference?
|
Rasa Platform, Rasa Pro, Rasa Studio, Managed Service.
|
What are the main sectors in which Rasa offers industry-specific conversational AI solutions?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
What is the core idea behind the intent classification and redirection technique used in the parent Rasa chatbot?
|
Intent classification and redirection.
|
What are the two key methods associated with custom actions in Rasa version 2025?
|
Action name `name`, Run method `run`
|
What are the primary functions that custom actions can perform in Rasa when querying external services?
|
Query databases, call APIs, execute business logic, generate dynamic responses.
|
Which Rasa product is designed to offer a managed service solution?
|
Managed Service
|
Which industries are addressed by Rasa's solutions as mentioned in the Rasa documentation?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
Which industries are mentioned as being served by Rasa's solutions?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
What are the primary social platforms Rasa Technologies Inc engages with?
|
YouTube, X (Twitter), GitHub, LinkedIn, AngelList.
|
What type of development approach does Rasa use for its conversational AI?
|
Conversation-driven development
|
Which document would you consult within Rasa's resources for details on using their platform in enterprise operations?
|
Rasa X/Enterprise Docs
|
What are the industries where Rasa's solutions can be applied?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
Which section of the forum focuses on requests for collaboration and testing?
|
Collaboration & Testing Requests
|
Which industries does Rasa specifically target for their conversational AI solutions?
|
Financial Services, Healthcare, Telecom, Travel & Transport
|
What is a key benefit of using CALM assistants over ReAct-style agents in managing task execution?
|
Deterministic execution.
|
What is one specific industry where Rasa's conversational AI solutions are applied?
|
Financial Services
|
End of preview. Expand
in Data Studio
Samples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: rasa
Data Source Link: https://rasa.com/docs/
Data Source License: https://github.com/RasaHQ/rasa/blob/3.6.x/LICENSE.txt
Data Source Authors: Rasa Technologies Inc
AI Benchmarks by Data Agents. 2025 RELAI.AI. Licensed under CC BY 4.0. Source: https://relai.ai
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