Popular GitHub Repositories for Intents

Text analytics for LLM apps. Cluster messages to detect use cases, outliers, power users. Detect intents and run evals with LLM (OpenAI, MistralAI, Ollama, etc.)

Text analytics for LLM apps. Cluster messages to detect use cases, outliers, power users. Detect intents and run evals with LLM (OpenAI, MistralAI, Ollama, etc.)

Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021

Discovering New Intents with Deep Aligned Clustering (AAAI 2021)

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

intents engine

Dialog Skill Analysis framework for Watson Assistant

? Nala is an agile open-source voice assistant framework (20+ actions).

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.

The project shows how to develop an interactive chatbot using Lex and open APIs. Lex provides operations using User Intent but it may response the dupulicated answers for unknown intents. Thus the proposed architecture uses Open APIs such as ChatGPT.

MSc project: design, develop and evaluate a conversational story-teller dialogue system. The system is developed in python and makes use of a Telegram web interface. The connection between the system and the web interface is done by using a SSL connection provided by Ngrok. The system includes a BERT model with a span classification head on top to handle user questions. A naive bayes classifier is used for the sentiment analysis task and a Rasa intent classifier is used to recognise user intents.

A medical dialogue annotation tool that supports multi-level annotation for doctor-patient conversations, including named entities, dialog intents, and medical reports.

This is a chatbot designed to answer questions about Esprit University. It was created by a group of Esprit's Students called INNOVISION using the Rasa framework. The unindexed intents are generated using the RWKV-4-Raven

Dialogue manager for a digital home assistant in romanian. Processing various intents receveid from a RASA model using a finite automata combined with a knowledge base representation in Prolog. External resources acces was provided to fulfill certain intents via APIs(Google Calendar and weather).

An artificially intelligent chatbot conversing coherently in only English. It will recognize your intents and can also help you as a virtual assistant booking your flights or finding the weather updates.

A lightweight and efficient intent classification model for natural language understanding (NLU) tasks. Designed for virtual assistants, chatbots, and voice-based applications. Supports customizable intents, multi-language data, and is easy to train and deploy.

The dialog manager is used to create and manage dialogs / Conversations ; Dialogs contain Intents; Which can also Contain Entitys lists; Named entity recgnition ; Slot Filling Techniques have been used; The tools have been included to create / import / Export Dialogs....

A library for parsing speech to a pre-defined set of intents or semantics.

AI-powered multi-agent system built using the Google Agent Developer Toolkit, designed to streamline complex tasks across finance, web intelligence, and database interaction. This suite enables seamless orchestration between specialized agents, each with domain expertise, to collaboratively process and fulfill user intents in real-time.