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

Hackathon to create an IA chatbot within 10 days.

A repository which contains dataset and a pre-trained Snips model for the Automotive Grade Linux's NLU intent engine.

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

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

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

This repository contains the code and resources for building a language understanding and question answering system using the Jeopardy! dataset. The project aims to train a language understanding model to extract meaning from open-ended questions and leverage that understanding to answer the questions using a dedicated QA system.

A Natural Language Understanding and Execution framework for Python

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

Demo and benchmarks for building an NLU engine similar to those in voice assistants. Several intent classifiers are implemented and benchmarked. Conditional Random Fields (CRFs) are used for entity extraction.

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.

Snips NLU docker base image

Customized user friendly AI bot

Snips NLU C# wrapper library to extract meaning from text

Implementation of communication channels to interact with LLM/NLU bot assistants.

An open source natural language understanding (NLU) server