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Projects in Awesome Lists tagged with intent-classification

A curated list of projects in awesome lists tagged with intent-classification .

https://github.com/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)

bert chinese demo intent-classification policy python rasa rasa-chatbot rasa-core rasa-nlu rasa-nlu-gao rasa-x slot-filling tensorflow train-dialogue transformer

Last synced: 02 Apr 2025

https://github.com/monologg/JointBERT

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

bert intent-classification joint-bert pytorch slot-filling slu transformers

Last synced: 09 Apr 2025

https://github.com/mlehman/nlp-intent-toolkit

Intent recognition with OpenNLP

intent-classification opennlp

Last synced: 29 Oct 2025

https://github.com/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.

datasets few-shot intent-classification intent-detection libary

Last synced: 13 Apr 2025

https://github.com/kumar-shridhar/know-your-intent

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

chatbot dataset intent intent-classification jupyter python pytorch semantic-hashing state-of-the-art

Last synced: 12 Apr 2025

https://github.com/prithivirajdamodaran/route0x

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

goal-oriented-multi-agent-system intent-classification query-routing semantic-routing setfit task-oriented-dialog-systems

Last synced: 06 Apr 2025

https://github.com/ailln/fuzi-nlu

🤖️ 聊天机器人——夫子的「自然语言理解」模块

chatbot intent-classification joint-nlu nlu pytorch question-answering seq2seq seq2seq-chatbot slot-filling socketio

Last synced: 03 Oct 2025

https://github.com/bnosac/crfsuite

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

chunking conditional-random-fields crf crfsuite data-science intent-classification natural-language-processing ner nlp r r-package

Last synced: 08 May 2025

https://github.com/PrithivirajDamodaran/Route0x

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

goal-oriented-multi-agent-system intent-classification query-routing semantic-routing setfit task-oriented-dialog-systems

Last synced: 21 Jul 2025

https://github.com/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...

ad-generator chatbot code-generation conversational-ai embeddings intent-classification keywords-extraction language-detection machine-translation ner nlp paraphrasing question-answering semantic-similarity sentiment-analysis text-classification text-generation text-summarization tokenization

Last synced: 28 Jan 2026

https://github.com/yuanxiaosc/smp2018

SMP2018中文人机对话技术评测（ECDT）

dialogue intent-classification

Last synced: 07 May 2025

https://github.com/gt4sd/zero-shot-bert-adapters

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

bert deep-learning intent intent-classification intent-detection nlp pytorch transformers zero-shot zero-shot-classification

Last synced: 13 Apr 2025

https://github.com/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.

ai ai-assistant autocomplete automation data-science data-science-tools final-year-project intent-classification ml named-entity-recognition nlp reactjs research-paper research-project

Last synced: 12 Apr 2025

https://github.com/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.

ai assistive-technology chatbot claude code-generation gpt intent-classification llama llm llm-agent mistral retrieval-augmented-generation smart-home

Last synced: 12 Oct 2025

https://github.com/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)

ai cosine-similarity embeddings google-drive-api gpt-4 intent-classification llm openai openai-api pgvector postgresql python rag similarity-search sqlalchemy streamlit text-moderation vector-database vector-search

Last synced: 29 Apr 2025

https://github.com/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...

ad-generator chatbot dependency-parsing go grammar-correction intent-classification keyphrase-extraction keyword-extraction language-detection machine-learning machine-translation ner nlp paraphrasing question-answering sentiment-analysis text-classification text-generation text-summarization tokenization

Last synced: 28 Jan 2026

https://github.com/howl-anderson/microweatherbot_en

基于 rasa 1.x 版本搭建的英文天气查询 demo | A simple & micro English Weatherbot based on rasa framework

chinese-chatbot demo intent-classification rasa rasa-chatbot rasa-nlu rasa-x slot-filling tensorflow

Last synced: 11 Jul 2025

https://github.com/analyticalmonk/slack-gpt-classifier

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

gpt-4 intent-classification openai openai-api slack slack-api zero-shot-learning

Last synced: 11 Sep 2025

https://github.com/tejasa97/email-intent-classifier

A NLP program that predicts the intent of a customer query email.

email-intent-classifier intent intent-classification nlp nltk training-dataset

Last synced: 27 Jan 2026

https://github.com/yuanxiaosc/hands-on-chat-robots

There are a variety of out-of-the-box chat bot codes here.

chat-robot chatbot conversion deep-learning intent-classification language slot-filling

Last synced: 07 May 2025

https://github.com/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

atis-dataset bert encoder-decoder-model ernie intent-classification intent-detection pytorch slot-filling snips-dataset

Last synced: 11 Apr 2025

https://github.com/dineshssdn-867/sentiment_analysis_of_youtubers_webapp

Sentiment analysis is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically identify, extract, quantify, and study affective states and subjective information. So, in this application, we are asking a YouTuber to enter the channel id and a particular timeline. By using the channel id and timeline we are performing sentiment analysis on his videos by fetching the subtitles of their videos in a particular timeline given by the YouTuber.Basically performing intent and emotion classification on his video subtitles. To know how the model was made please check the repository. Link: https://github.com/dineshssdn-867/Sentiment-analysis-of-youtubers. Don't Forget to star mark it.

bert chartjs css django emotion-recognition firebase-auth google-colab html5 intent-classification javascript ktrain

Last synced: 26 Oct 2025

https://github.com/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.

ai data-science intent intent-classification machine-learning nlp nlu pequesoft text-classification

Last synced: 16 Apr 2025

https://github.com/ronlek/alexa-prize-coding-challenge

Submission repository for the Alexa Prize Coding Challenge.

alexa aws intent-classification

Last synced: 03 Mar 2025

https://github.com/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

ai-assistant intent-classification porcupine trigger-word-detection whisper

Last synced: 03 Mar 2025

https://github.com/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.

atis-dataset deep-neural-networks intent-classification neural-network

Last synced: 28 Nov 2025

https://github.com/loudji971/chatbot-intent-classifier

Chatbot based on natural language processing (NLP) and deep learning for accurate intent classification in conversations. - Artificial Inteligence Tecniques

ai atis-dataset bert chat-bot-deep-learning deep-neural-networks fastapi intent-classification keras nlp nltk nltk-keras-python nlu-engine scikit-learn tridib-samanta

Last synced: 19 Mar 2025

https://github.com/oconva/intento-starter-template

Pre-configured project to get started with Intento quickly.

ai chat conversational-ai intent-classification intent-recognition intento qvikchat

Last synced: 26 Jun 2025

https://github.com/prateeknigam9/transformers-from-scratch

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

attention-mechanism encoder-decoder-model intent-classification llm pytorch transformers

Last synced: 25 Mar 2025

https://github.com/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.

chat-analytics chat-analyzer classification data-mining exploratory-data-analysis hacktoberfest intent-classification machine-learning nlp r sentiment text-mining visualization whatsapp-analysis

Last synced: 02 Mar 2025

https://github.com/karanvishwakarma-1807/ai-chatbot

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

ai automation chatbot conversational-agents customer-support flask intent-classification machine-learning nlp python

Last synced: 08 May 2025

https://github.com/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.

atis-dataset intent-classification jupyter-notebook keras keras-neural-networks matplotlib numpy python regression-models tenserflow

Last synced: 30 Oct 2025

https://github.com/tomarakanksha/intent-classification-evaluation-api

Intent Classification using Hugging Face Transformers with FastAPI-powered API

fastapi huggingface-transformers intent-classification nlp-machine-learning python transformers-bert

Last synced: 30 Mar 2025

https://github.com/alchemine/intent-classification-analysis

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

decoder encoder huggingface intent-classification nlp openaiapi python

Last synced: 05 Mar 2025