nlp.js
dialogflow-web-v2
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nlp.js | dialogflow-web-v2 | |
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9 | 1 | |
6,076 | 409 | |
1.1% | - | |
3.8 | 0.0 | |
about 1 month ago | over 1 year ago | |
JavaScript | Vue | |
MIT License | GNU General Public License v3.0 only |
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nlp.js
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Natural Language Processing (NLP) in JavaScript (series 2)
We'll use the "natural" NLP library; follow the previous session to understand how to set up your environment.
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Natural Language Processing (NLP) in JavaScript (series)
Several NLP libraries are available, each offering distinct features and functionalities. One popular choice in the JavaScript ecosystem is the Natural Language Toolkit for JavaScript (NLP.js), which provides a wide range of NLP capabilities.
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Couple Uncomfortable Facts About AI As It Is Right Now
nlp.js/docs/v4/nlp-intent-logics.md at master · axa-group/nlp.js · GitHub
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[AskJS] Rate a string on how much sense it makes
For a JS based approach you could try NLP libraries like this one: https://github.com/axa-group/nlp.js
- Ich hab eine Browser-Extension erstellt, die hilft, die WM in Katar auf deutschen News-Websites zu boykottieren.
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The full tech stack to run a chatbot — behind the scenes of an open source bot platform
To determine which chatbot intent is the best match for the user textual input, we rely on nlp.js (in JS) though we are in the process of moving to our new Python NLP server for better optimization of the needs of eCommerce conversations. A preprocessor language model is also used to improve the chances of a matching.
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How to build your own chatbot NLP engine
Probably not. In fact, in Xatkit we aim to be a chatbot orchestration platform exactly to avoid reinventing the wheel and the non-invented here syndrome. So, in most cases, other existing platform (like DialogFlow or nlp.js) will work just fine. But we have also realized that there are always some particularly tricky bots for which you really need to be able to customize your engine to the specific chatbot semantics to get the results you want.
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On premises chatbot
Also, if security is so important, you may want to configure Xatkit to work with nlp.js (see our wiki for instructions( so that even the intent matching part is done locally without sending the input text to the cloud (as it would happen if you decide to use, for instance, a NLP engine such as DialogFlowx)
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Getting Rid of Dust / 1.0.0-beta.4
Since the previous release, NLP.js pushed a lot of work and has released a major version, moving from a monolithic library to multiple independent packages. So I spent some time to make Leon's NLP compatible to the latest changes.
dialogflow-web-v2
What are some alternatives?
natural - general natural language facilities for node
iview - A high quality UI Toolkit built on Vue.js 2.0
wink-nlp - Developer friendly Natural Language Processing ✨
botfront - Enterprise-grade open source GUI platform for Rasa teams
franc - Natural language detection
aws-lex-web-ui - Sample Amazon Lex chat bot web interface
leven - Measure the difference between two strings with the fastest JS implementation of the Levenshtein distance algorithm
oruga - 🐛 Oruga is a lightweight library of UI components without any CSS framework dependency
retext - natural language processor powered by plugins part of the @unifiedjs collective
BotFramework-WebChat - A highly-customizable web-based client for Azure Bot Services.
text2token - break down a corpus of text into lines and tokens
rasa - 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants