rasa NLU Reviews and details

Social recommendations and mentions

• A Dive into Conversational AI

  Beyond raw language models, NLP engines like Rasa and Dialogflow offer frameworks for designing, building, and improving conversational flows. They help in intent recognition, entity extraction, and dialogue management, which are crucial for a coherent conversation structure. - Source: dev.to / about 2 months ago

• Compromising LLM-Integrated Applications with Indirect Prompt Injection

  There are frameworks out there for doing that kind of thing, see https://rasa.com/ for example. It's not using any LLMs at the moment, just BERT and DIET mostly but it's highly customizable and you could likely bring in an LLM for doing some interesting things to handle more complex messages from users. - Source: Hacker News / 11 months ago

• ChatGPT Goldmine: Top 5 Money-Making Opportunities You Can't Miss!

  Chatbot frameworks: Utilize chatbot frameworks such as Botpress, Rasa, or Microsoft Bot Framework to streamline development. - Source: dev.to / about 1 year ago

• How to create an AI model that learns from textbooks and can be asked about the information in them

  Rasa is a popular tool used right now to build these applications. If you're looking for a serious turn-key solution I would check out Vectara. Source: about 1 year ago

• Top 8 AI and Machine Learning Trends to Watch in 2023

  Another example is RASA, one of the most popular platforms for creating conversational AI assistants. On the accepted AI quality scale, RASA reaches levels 3 and 4. It means that the "robot" not only understands humans with high accuracy in a given contextual field but also learns to recognize contradictions and ulterior motives. - Source: dev.to / over 1 year ago

• Creating a multilingual info chatbot for Ukrainian refugees that is maintainable by non-techies?

  I've also looked into IBM Watson (has flow builder; really expensive for standard version, no multilingual support), Amazon Lex (editor seems better than Dialogflow CX, but again no multilingual support), MS Luis/QNA Builder (no multilingual support, no flowbuilder), and Rasa (no WYSIWYG editor nor multilingual support). Source: over 1 year ago

• Create Your Own AI Chatbot in minutes with Rasa

  Rasa is attempting to change that. Rasa is an open-source tool to quickly create and train an AI chatbot for whatever purpose you need. You simply enter in near plain-english how you want your chatbot to operate, give it some example inputs, and then reap the benefits. - Source: dev.to / almost 2 years ago

• How does the data input work in a chat bot?

  You have different options for chat bots. This is just a very brief overview. You can also check out rasa for a more practical view. They combine the paradigms below. Source: almost 2 years ago

• any good suggestions of pretrained chatbot models? that can be used for recommendations of products and such.

  Rasa is an open source library to build chatbots. It is fairly easy to use and comes with pre-built modules. There are many tutorials/videos available to use Rasa as well. Source: almost 2 years ago

• Developing a Rasa chatbot in Okteto

  Rasa is a Python framework for training and building an AI-powered chatbot integrated into various platforms. - Source: dev.to / about 2 years ago

• Good starting point for Conversational AI

  Https://rasa.com/ - This is the great place to start. Source: about 2 years ago

• Chatbot projects

  Have you looked at RASA? https://rasa.com/. Source: over 2 years ago

• Anyone actually replace Alexa or Google Assistant with a self hosted version and like it .

  You can check out https://rasa.com/ to build and host your own assistant. Maybe if you focus on just specific features you want out if it and not general purpose assistant, it could work out. Source: over 2 years ago

• Is there any white paper or research paper explaining the architecture of any NLP engine like Dialogflow or LUIS?

  Dialogflow, as the name suggests is specifically for dialogue agents. It is not a general NLP engine, which as a term has no standard definition. LUIS is a little more general and can be adapted into other applications besides chatbots but neither are open source, it's all private black boxes. If you do want system you can use to build a decent task-oriented dialogue agent (i.e. a normal chatbot) then look at... Source: over 2 years ago

• Journey Through DevOps - Part 3: Higher

  We manage the deployment of 2 applications - Chatwoot and Rasa-X. We aim to deliver content through the Natural Language Processing framework of Rasa and use Chatwoot to track and intervene in the chat, if necessary. - Source: dev.to / almost 3 years ago

• Building a chatbot - How should I approach this?

  Like u/Hungry_Check_9153 says, about your image of chabots working, I recommend looking at rasa which is an open source python chatbot. To give yourself an idea of the sheer scope of such a project, take a look at their github. Building a chatbot using Rasa, may be a good first step and offers plenty of experience writing and learning python code. Source: over 2 years ago

• Chatbots for hospitality

  I developed an automated assistant using Rasa to handle common guest questions for OTA messaging channels (eg Airbnb inbox). While not as sophisticated as mapping a customer story as your example, it handles questions with single intents quite effectively. Happy to answer any questions. Source: almost 3 years ago

• Can anyone assist me with my AI chatbot?

  Try looking into Rasa, which is an open source framework for building chatbots including ways to setup intents and the different actions. Source: almost 3 years ago

• Beginner project-based questions

  I've recently discovered a tool that made me enjoy redacting and writing - Rasa. Source: almost 3 years ago

• Journey through DevOps - Part 1: World without DevOps

  Fast forward a few months. August 2020. I was experimenting with random tools of NLP and tested out a chatbot using Rasa. Because of this minor experience, I was connected by a friend to an NGO, WeUnlearn which had proposed to build a chatbot for providing Gender, Sex-ed and Mental health content. Needless to say, I signed up to help. Because for me, a chatbot simply meant a bunch of NLU training data and... - Source: dev.to / almost 3 years ago

• How does an AI-driven company works internally in real life?

  I'm asking this since I'm wondering how can I fit in a company like rasa.com or vacasa.com? Source: almost 3 years ago