Language model search engine built on a vector database and an anything key/value store.

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

Spokestack: give your React Native app a voice interface!

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

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.

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

A flexible and pragmatic chatbot intent classifier for chatbots

An open source natural language understanding (NLU) server

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.

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.

Python library to extract intention and structured information from sentences written in natural language

Snips NLU C# wrapper library to extract meaning from text

A Natural Language Understanding and Execution framework for Python

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

AXI: A next-generation Cybernetic Intelligence Assistant. High-performance voice control, HUD-inspired interface, and autonomous learning powered by a custom-built NLP engine with 1,400+ intents.

Encoder-Decoder zero shot domain (skill), intent, and entity tagging NLU model with a zero-shot NLG for generating voice assistant responses. All in one!

IELTS Automated Essay Scoring (AES) – Multi-Task DeBERTa-based Architecture

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

Customized user friendly AI bot