Top conversational-ai open source projects

Rasa core

Rasa Core is now part of the Rasa repo: An open source machine learning framework to automate text-and voice-based conversations

✭ 2,302

python machine-learning nlp bot chatbot bots bot-framework machine-learning-library chatbot-framework botkit rasa conversational-agents conversational-bots conversational-ai

Simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

✭ 2,881

python text-classification named-entity-recognition question-answering transformers conversational-ai

Rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Wechaty

Conversational RPA SDK for Chatbot Makers

✭ 11,647

typescript javascript shell Dockerfile wechat chatbot whatsapp bot framework robotics qq wechaty conversational-ai

Botpress

🤖 Dev tools to reliably understand text and automate conversations. Built-in NLU. Connect & deploy on any messaging channel (Slack, MS Teams, website, Telegram, etc).

Nlp.js

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

✭ 4,670

javascript hacktoberfest nodejs nlp bot natural-language-processing chatbot sentiment-analysis bots nlu classifier entity-extraction conversational-ai

ContrastiveLearning4Dialogue

The codebase for "Group-wise Contrastive Learning for Neural Dialogue Generation" (Cai et al., Findings of EMNLP 2020)

✭ 54

python javascript HTML dialog pytorch conversational-ai parlai contrastive-learning

Medi-CoQA

Conversational Question Answering on Clinical Text

✭ 22

python shell Dockerfile dockerfile pytorch question-answering albert squad bert conversational-ai coqa clinicalbert

newbot-framework

Framework to create chatbots on all platforms and on the browser - https://newbot.io

✭ 35

javascript nlp bot ai chatbots line-bot conversational-ai

HINT3

This repository contains datasets and code for the paper "HINT3: Raising the bar for Intent Detection in the Wild" accepted at EMNLP-2020's Insights Workshop https://insights-workshop.github.io/ Preprint for the paper is available here https://arxiv.org/abs/2009.13833

✭ 27

Jupyter Notebook python shell nlp datasets dialogue-systems conversational-ai

nlp-dialogue

A full-process dialogue system that can be deployed online

✭ 69

python javascript HTML nlp bot machine-learning natural-language-processing bots deep-learning chatbot nlu conversational-ai

converse

Conversational text Analysis using various NLP techniques

✭ 147

Jupyter Notebook python nlp machine-learning text-mining sentiment-analysis text scikit-learn nlu transformers pytorch spacy topic-modeling speech-to-text emotion-recognition conversational-ai huggingface callcenter-analysis

Hutoma-Conversational-AI-Platform

Hu:toma AI is an open source stack designed to help you create compelling conversational interfaces with little effort and above industry accuracy

✭ 35

shell Dockerfile nlp bot docker bots docker-image chatbot bot-framework nlp-machine-learning chatbot-framework conversational-interface conversational-bots conversational-ai hutoma chatbot-frontend

explicit memory tracker

[ACL 2020] Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading

✭ 35

python shell question-answering reading-comprehension dialogue-systems conversational-ai question-generation

airy

💬 Open source conversational platform to power conversations with an open source Live Chat, Messengers like Facebook Messenger, WhatsApp and more - 💎 UI from Inbox to dashboards - 🤖 Integrations to Conversational AI / NLP tools and standard enterprise software - ⚡ APIs, WebSocket, Webhook - 🔧 Create any conversational experience

alter-nlu

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

fountain

Natural Language Data Augmentation Tool for Conversational Systems

✭ 113

python natural-language chatbot nlu data-generator conversational-ai training-data

small-talk-rasa-stack

Collection of casual conversations that can be used with the Rasa Stack

✭ 87

python rasa-nlu conversational-ai training-data rasa-core dialogflow

xbot

Task-oriented Chatbot

✭ 78

python Makefile nlp chatbot nlu nlg dialogue-manager conversational-ai task-oriented-dialogue

CONVEX

As far as we know, CONVEX is the first unsupervised method for conversational question answering over knowledge graphs. A demo and our benchmark (and more) can be found at

✭ 24

python shell knowledge-graph question-answering knowledge-base conversational-ai

FAQ Chatbot Rasa

FAQ's answering chatbot using open source chatbot framework Rasa Stack

✭ 33

python chatbot rasa-nlu conversational-ai rasa-core

Wisty.js

🧚‍♀️ Chatbot library turning conversations into actions, locally, in the browser.

✭ 24