GitHub topics: intent-classification

notready155/whatsapp-chat-analysis

This project involves analyzing WhatsApp chat data to extract valuable insights. Using Python and various libraries like Pandas and Matplotlib, the project processes and visualizes chat statistics such as message frequency, most active participants, and sentiment analysis.

Size: 1.95 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

Hexastack/hexabot-helper-ludwig

Ludwig Helper for Hexabot to be able to perform NLU inference.

Language: TypeScript - Size: 67.4 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

KCprsnlcc/chatbot-app

AI Chatbot with Intent Classification A modern chatbot app powered by TensorFlow.js for client-side intent recognition. Designed for fast, lightweight performance, featuring dark mode support, animated SVG robot logo, and a responsive chat interface with typing indicators all running entirely in the browser with no server-side dependencies.

Language: JavaScript - Size: 926 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

thuiar/MIntRec2.0

MIntRec2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (ICLR 2024)

Language: Python - Size: 2.36 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 47 - Forks: 5

ditto-assistant/ditto-app

Ditto is an advanced AI assistant powered by the latest in LLM and RAG technology, along with in-house models, to create the ultimate conversational and creative experience.

Language: TypeScript - Size: 43 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 30 - Forks: 4

GaoQ1/rasa_chatbot_cn

building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)

Language: Python - Size: 70.6 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 975 - Forks: 287

PrithivirajDamodaran/Route0x

Low latency, High Accuracy, Custom Query routers for Humans and Agents. Built by Prithivi Da

Language: Python - Size: 28.1 MB - Last synced at: about 23 hours ago - Pushed at: 2 months ago - Stars: 105 - Forks: 7

snipsco/snips-nlu

Snips Python library to extract meaning from text

Language: Python - Size: 19.3 MB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 3,931 - Forks: 512

akvbak/ChatBot_v1

🤖 A basic banking and finance chatbot built with Python and PyTorch. Understands user intents using NLP and responds intelligently to queries like opening accounts, card issues, and more.

Language: Python - Size: 32.2 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

KaranVishwakarma-1807/AI-Chatbot

AI-powered chatbot built with Python, NLP, and Flask — automate customer support queries with intent recognition and dynamic responses.

Language: Python - Size: 13.7 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

Language: Python - Size: 31.2 MB - Last synced at: 18 days ago - Pushed at: 2 months ago - Stars: 6,880 - Forks: 1,162

zjunlp/OpenUE

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

Language: Python - Size: 78.8 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 325 - Forks: 59

AkiRusProd/llm-agent

LLM using long-term memory through vector database

Language: Python - Size: 280 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 50 - Forks: 10

semasuka/Talk-to-your-PDF

An application that enable the users to upload PDF files and ask questions regarding their content using Retrieval Augmented Generation (RAG)

Language: Python - Size: 37.4 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 20 - Forks: 4

davidemodolo/NLU_Intent_and_Slot

Intent detection and Slot filling joint learning on ATIS and SNIPS datasets using pre-trained models and built-from-scratch models

Language: Jupyter Notebook - Size: 1.9 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

mlehman/nlp-intent-toolkit

Intent recognition with OpenNLP

Language: Java - Size: 433 KB - Last synced at: 22 days ago - Pushed at: almost 7 years ago - Stars: 156 - Forks: 50

bnosac/crfsuite

Labelling Sequential Data in Natural Language Processing with R - using CRFsuite

Language: C - Size: 890 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 64 - Forks: 11

monologg/JointBERT

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

Language: Python - Size: 464 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 691 - Forks: 192

IOEPAS/zippy 📦

Final Year Project for BCT: "Ranking Emails Based On Priority"

Language: Jupyter Notebook - Size: 3.99 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1

MycroftAI/padatious

A neural network intent parser

Language: Python - Size: 97.7 KB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 162 - Forks: 39

Ailln/fuzi-nlu

🤖️ 聊天机器人——夫子的「自然语言理解」模块

Language: Python - Size: 8.45 MB - Last synced at: 30 days ago - Pushed at: about 2 years ago - Stars: 90 - Forks: 27

salesforce/TaiChi

Open source library for few shot NLP

Language: Python - Size: 1.76 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 78 - Forks: 9

encrystudio/intently-nlu Fork of snipsco/snips-nlu

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

Language: Python - Size: 6.85 MB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

jianguoz/Few-Shot-Intent-Detection

Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.

Language: Python - Size: 1.35 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 138 - Forks: 26

pythonfin/deep-learning-intent-json

NLP deep learning Python program using Keras / Tensorflow 2. It uses a bi-directional transformer model for NLP. Input is a JSON file. A.I. will determine intent of each sentence input

Language: Python - Size: 16.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Elysian01/Codify

Codify enables data scientists to perform all the tedious and time-consuming tasks such as EDA (exploratory data analysis), data cleaning, data pre-processing, data visualization, modeling, and evaluation in the data-science life cycle, by only conveying the logic of the task in natural language (English) and the system will automatically give out all the relevant python code snippets.

Language: Python - Size: 14.9 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 30 - Forks: 3

skit-ai/speech-to-intent-dataset

Dataset Release for Intent Classification from Speech

Language: Python - Size: 64.5 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 46 - Forks: 3

arian-askari/SOLID_CONV

Effortlessly generate synthetic dialogue given a sequence of intents! SOLID: A Python library designed for generating intent-aware dialogues using large language models. Accepted at ACL 2024 NLP for Conversational AI workshop

Language: Python - Size: 631 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

ajinkyaT/CNN_Intent_Classification

CNN for intent classification task in a Chatbot

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 99 - Forks: 25

WeiNyn/DIETClassifier-pytorch

DIET Classifier mini implementation on pytorch.

Language: Python - Size: 90.8 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 45 - Forks: 13

loaizasteven/dorie

Dynamic Omnichannel RoBERTa Intent Engine

Language: Python - Size: 682 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

deeppavlov/intent_classifier

Language: Python - Size: 2.61 MB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 83 - Forks: 31

nlpcloud/nlpcloud-js

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

Language: JavaScript - Size: 101 KB - Last synced at: 6 days ago - Pushed at: 5 months ago - Stars: 48 - Forks: 6

ZakirCodeArchitect/Flight-Intent-Classifier

This project uses a Bidirectional LSTM model to classify flight-related queries into 8 intents. Trained on the ATIS dataset, it achieved 97% test accuracy and is ideal for travel-related chatbots.

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ProtoFaze/chatbot

Language: Python - Size: 230 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

nlpcloud/nlpcloud-php

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

Language: PHP - Size: 56.6 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 24 - Forks: 10

ZakirCodeArchitect/Intent-classifiers-on-regression-models

This project compares five optimization algorithms (GD, SGD, Momentum, RMSProp, and Adam) on Univariate Linear Regression and a neural network for Intent Classification with the ATIS dataset. It evaluates convergence speed, stability, and final loss, showing that Adam delivers the best performance across both models.

Language: Jupyter Notebook - Size: 896 KB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

GT4SD/zero-shot-bert-adapters

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

Language: Python - Size: 1.96 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 39 - Forks: 10

dbadeev/u_c

Цель проекта - определение (классификация) намерений (интентов) пользователей по их запросам в общении с чат-ботом или виртуальном ассистентом веломагазина.

Language: Jupyter Notebook - Size: 4.13 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

BrianJ-4/AI-Race-Engineer

AI Race Engineer for the F1 Games

Language: Python - Size: 62.5 KB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1

garyzava/chat-to-database-chatbot

Chat to your Database GenAI Chatbot

Language: Jupyter Notebook - Size: 24.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 8 - Forks: 2

elequaranta/DataScienceProject Fork of isaksundstrom/DataScienceProject

Final project for class Data Science Lab: process and methods; Politecnico di Torino (2022/2023); 1st year of Master's Degree in Data Science and Engineering coursework.

Language: Jupyter Notebook - Size: 1.73 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

nlpcloud/nlpcloud-ruby

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

Language: Ruby - Size: 46.9 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 9 - Forks: 0

nlpcloud/nlpcloud-go

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

Language: Go - Size: 111 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 8 - Forks: 1

pkarpovich/kira-client

An AI-powered voice automation tool for IoT, integrating voice-triggered commands, OpenAI-driven intent recognition, and HTTP server management for seamless control of smart devices

Language: Python - Size: 354 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

MJAHMADEE/Intent_Classification

Intent Classification

Language: Jupyter Notebook - Size: 7.13 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

henryc-dev/intent-classification-bert

Train a pre-trained BERT model for intent classification

Language: Jupyter Notebook - Size: 3.28 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

prateeknigam9/transformers-from-scratch

This repository showcases an encoder-only transformer model built from scratch, focusing on intent classification.

Language: Python - Size: 71 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 1

oconva/intento-starter-template

Pre-configured project to get started with Intento quickly.

Language: TypeScript - Size: 285 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

analyticalmonk/slack-gpt-classifier

Python scripts to extract Slack messages, and classify their intent using OpenAI's GPT-4 API

Language: Python - Size: 3.91 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

ThanhHung2112/Courssistant

Courssistant (Course - Assistant) is a chatbot support user in course selection

Language: Jupyter Notebook - Size: 223 MB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

erwan-auchere/intent-classification

This project aims to train an intent classifier with deep learning techniques.

Language: Jupyter Notebook - Size: 98.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

arian-askari/SOLID

Synthetically Generating Intent-Aware Information-Seeking Dialogues! Useful for various tasks such as training/evaluating User Intent Predictors with the possibility to training/evaluating on real human dialogues. The backbone LLM of SOLID is Zephyr-7b-beta.

Language: Python - Size: 30.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

kumar-shridhar/Know-Your-Intent

State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.

Language: Jupyter Notebook - Size: 9.86 MB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 134 - Forks: 63

alchemine/intent-classification-analysis

A comparative analysis of encoder only and decoder only models in intent classication

Language: Python - Size: 1.91 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

vikramkumar402/Task-3-Speech-Intent-Classification

Integrated Speech Recognition and Intent Classification for Robot Control

Language: Jupyter Notebook - Size: 1.98 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

ditto-assistant/nlp_server

NLP server housing intent and NER models as well as an LLM agent with long term memory vector store for Ditto assistant clients.

Language: Python - Size: 92.6 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0

CristianBudala/Multilingual-Sentiment-Analysis-and-Intent-Classification

Multilingual sentiment analysis and intent classification in Romanian, Bachelors thesis

Language: Jupyter Notebook - Size: 837 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

tuvshing/Semantic-Parsing

Semantic Parsing - Simple Virtual Assistant

Language: Jupyter Notebook - Size: 5.86 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

saumitrasapre/Emotionally-Aware-Chatbot

Emotionally Aware Chatbot developed using the RASA framework

Language: Python - Size: 693 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

devjwsong/intent-capsnet-pytorch

IntentCapsNet implementation in Pytorch

Language: Python - Size: 488 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

yszh8/TriageSQL

The dataset and source code for our paper: "Did You Ask a Good Question? A Cross-Domain Question IntentionClassification Benchmark for Text-to-SQL"

Language: Python - Size: 11.1 MB - Last synced at: 7 months ago - Pushed at: almost 4 years ago - Stars: 33 - Forks: 4

SofiaKhutsieva/AI_assistant

AI-ассистент

Language: Python - Size: 15.6 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

fquirin/java-nlu-tools

Java tools to do natural language processing like NER and intent classification on short sentences

Language: Java - Size: 43.9 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 13 - Forks: 5

triadmaninit1/Janex-JavaScript 📦

A JavaScript-prioritised implementation of Janex, which is a free open-source framework which can be used to build Machine Learning tools, LLMs, and Natural Language Processing scripts with full simplicity.

Language: JavaScript - Size: 2.93 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

tedhuang96/mifwlstm

[RA-L20] Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM

Language: Python - Size: 12.6 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 1

dj-yoon/intent-classification

Intent classification

Language: Jupyter Notebook - Size: 58.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

pratik-choudhari/Intent-classification-using-python

Imbalanced Intent classification model with deployment

Language: JavaScript - Size: 6.53 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

MohamedNabill7/Alex-Virtual-Assistant-in-Smart-Home

Machine Learning Behind AI Smart Assistant in Smart Home

Language: Jupyter Notebook - Size: 9.09 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

iai-group/ecir2018-intents

Towards an Understanding of Entity-Oriented Search Intents - ECIR'18

Size: 2 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 1

yuanxiaosc/SMP2018

SMP2018中文人机对话技术评测（ECDT）

Language: Jupyter Notebook - Size: 421 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 47 - Forks: 16

rajesh-bhat/data-aisummit-2021-databricks-conversational-ai

Repository containing materials used for Data AI Summit 2021

Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

phanxuanphucnd/transformers-nlu

A library for Transformers-based Vietnamese Natural Language Understanding (NLU).

Language: Python - Size: 2.5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

joydeb28/NLP-Notebooks

Natural Language Processing

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 9

samyak24jain/gpt2-intent-classification

Causal language modeling and intent classification using GPT-2.

Language: Python - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jack22-netizen/Janex-Python 📦

A free open-source framework which can be used to build interactive AIs.

Language: Python - Size: 43.8 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

dsindex/iclassifier

reference pytorch code for intent classification

Language: Python - Size: 19 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 44 - Forks: 15

LuluW8071/Virtual-Assistant Fork of 404saugat404/virtual-assistant

Chatbot with Intent Pattern Recognition & Speech Recognition [WIP]

Language: Python - Size: 35.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

danaiamirali/intent-recognition

Applying Unknown Intent Discovery with K-Means Clustering and Intent Recognition with Transformer-Based Models on various datasets.

Language: Jupyter Notebook - Size: 1.35 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tomarakanksha/intent-classification-evaluation-API

Intent Classification using Hugging Face Transformers with FastAPI-powered API

Language: Python - Size: 5.86 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MLArtist/intent-detection-using-XLM-Roberta

This repository is a comprehensive project that leverages the XLM-Roberta model for intent detection. This repository is a valuable resource for developers looking to build and fine-tune intent detection models based on state-of-the-art techniques.

Language: Jupyter Notebook - Size: 94.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

opennlu/opennlu

OpenNLU (Natural Language Understanding) is a tool for intent classification and entity extraction.

Language: Java - Size: 396 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 2

joydeb28/NLP

Language: Python - Size: 17.2 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

anuragmishra1/alter-nlu

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

Language: Python - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 53 - Forks: 12

hellohaptik/multi-task-NLP

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

Language: Python - Size: 7.46 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 358 - Forks: 54

HectorPulido/peque-nlu

Peque-NLU (Natural Language Understanding) is a Python library that allows to parse sentences written in natural language and extracts intends, features and information.

Language: Python - Size: 36.1 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Rishabbh-Sahu/intent_and_slot_classification

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.

Language: Python - Size: 32.1 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 1