airy
nlp.js
Our great sponsors
airy | nlp.js | |
---|---|---|
4 | 9 | |
360 | 6,076 | |
0.3% | 1.1% | |
7.8 | 3.8 | |
7 days ago | about 1 month 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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Airy - Open Source conversational platform & unified messaging APIs
Feel free and jump into our github and create an issue for Matterbridge/Mattermost and help us define this connection better. https://github.com/airyhq/airy/issues
If you like what we are doing, please give us a star ⭐ on Github: https://github.com/airyhq/airy
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Show HN: Open-source conversational platform and unified messaging APIs
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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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.
What are some alternatives?
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
natural - general natural language facilities for node
botfront - Enterprise-grade open source GUI platform for Rasa teams
wink-nlp - Developer friendly Natural Language Processing ✨
BotFramework-Composer - Dialog creation and management for Microsoft Bot Framework Applications
franc - Natural language detection
sematic - An open-source ML pipeline development platform
leven - Measure the difference between two strings with the fastest JS implementation of the Levenshtein distance algorithm
opendialog - OpenDialog is a Conversational Experience Platform - the starting point for your own conversational applications.
retext - natural language processor powered by plugins part of the @unifiedjs collective
Synapse - Synapse: Matrix homeserver written in Python/Twisted.
dialogflow-web-v2 - Dialogflow Web Integration. Supports rich components