airy
nlp.js
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airy | nlp.js | |
---|---|---|
4 | 9 | |
360 | 6,042 | |
0.8% | 1.0% | |
7.0 | 3.8 | |
1 day ago | 8 days ago | |
Java | JavaScript | |
Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
airy
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Show HN: Open-source conversational platform and unified messaging APIs
Custom sources
Check out a short intro video of Airy here: https://youtu.be/zwDosYHitYg
You can start trying it out by reading on our website: https://airy.co/ph
If you like what we are doing, please give us a star on Github: https://github.com/airyhq/airy
And we are of course happy to answer your questions!
This is a great point! Email is and will remain _the_ messaging use case for any business. I've created a ticket for adding email as a messaging source so you can track the progress: https://github.com/airyhq/airy/issues/1953
And yes we do plan on adding more sources and are therefore listening to the community to learn which are most in-demand. So thank you very much for the feedback!
nlp.js
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Couple Uncomfortable Facts About AI As It Is Right Now
nlp.js/docs/v4/nlp-intent-logics.md at master ยท axa-group/nlp.js ยท 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 โ 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.
What are some alternatives?
natural - general natural language facilities for node
wink-nlp - Developer friendly Natural Language Processing โจ
franc - Natural language detection
rasa - ๐ฌ 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
leven - Measure the difference between two strings with the fastest JS implementation of the Levenshtein distance algorithm
retext - natural language processor powered by plugins part of the @unifiedjs collective
dialogflow-web-v2 - Dialogflow Web Integration. Rich Components, Actions on Google and more
text2token - break down a corpus of text into lines and tokens
machine-translator - Translate words using a statistical model
botml - Powerful markup language for modern chatbots.
WantWords - An open-source online reverse dictionary.
BotFramework-Composer - Dialog creation and management for Microsoft Bot Framework Applications