The GeniSys NLU Engine includes a combination of a custom trained DNN (Deep Learning Neural Network) built using TFLearn for intent classification, and a custom trained MITIE model for entity classification.

Natural language processing for Tamazight language

AIML (Artificial Intelligence Markup Language) is an XML dialect for creating natural language software agents. It contains the basic rules which Natural Language Understanding (NLU) unit uses internally. It can be think of as a heart of the engine. The more rules we add in AIML – the more intelligent our Chatbot will be.

Script to check for duplicates/special characters within entity lists

Find outlier/anomaly for multi-class intents using Snips NLU

Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

A microservice with caching support for parsing text and training models with Rasa NLU

Hackathon to create an IA chatbot within 10 days.

Natural language understanding library for chatbots with intent recognition and entity extraction.

NAN.ai Natural Language Understanding (NLU) is an open source machine learning service built for nan.ai support chatbot.

Quick and dirty solution to convert CSV training data into Snips JSON format and train an engine

This project focuses on sentiment analysis. Social Sentiment analysis is the use of natural language processing (NLP) to analyze social conversations online and determine deeper context as they apply to a topic, brand or theme.

Snips NLU docker base image

Customized user friendly AI bot

Spokestack: give your React Native app a voice interface!

One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.

A multilingual NLU engine for chatbot. Which supports Bangla, Banglish and English.

An open source natural language understanding (NLU) server

Snips NLU C# wrapper library to extract meaning from text