6 best open source conversational agents projects.

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Displaying 1 to 6 from 6 results

cakechat - CakeChat: Emotional Generative Dialog System

Python

It is written in Theano and Lasagne. It uses end-to-end trained embeddings of 5 different emotions to generate responses conditioned by a given emotion. The code is flexible and allows to condition a response by an arbitrary categorical variable defined for some samples in the training data. With CakeChat you can, for example, train your own persona-based neural conversational model[5] or create an emotional chatting machine without external memory[4].

conversational-ai conversational-agents conversational-bots dialogue-agents dialogue-systems dialog-systems nlp deep-learning seq2seq seq2seq-chatbot seq2seq-model theano lasagne

Rasa - Create chatbots and voice assistants

Python

Rasa is an open source machine learning framework to automate text-and voice-based conversations. With Rasa, you can build chatbots on Facebook, Slack, Microsoft Bot Framework, Rocket.Chat, Mattermost, Telegram etc. Rasa's primary purpose is to help you build contextual, layered conversations with lots of back-and-forth. To have a real conversation, you need to have some memory and build on things that were said earlier. Rasa lets you do that in a scalable way.

nlp machine-learning machine-learning-library bot bots botkit conversational-bots conversational-agents conversational-ai spacy mitie chatbot chatbots chatbots-framework bot-framework natural-language-processing

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

Python

Licensed under the Apache License, Version 2.0. Copyright 2019 Rasa Technologies GmbH. Copy of the license. A list of the Licenses of the dependencies of the project can be found at the bottom of the Libraries Summary.

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

botframework-solutions - Welcome to the Bot Framework Solutions repository which is the home for a set of templates and solutions to help build advanced conversational experiences using Azure Bot Service and Bot Framework

CSharp

This repository is the home for a set of templates and solutions to help build conversational experiences using Azure Bot Service and Bot Framework. Things look a little different around here? Find out more in our Wiki page and here.

bot bot-framework azure-bot-service assistant conversation-experiences virtual-assistant conversation conversational-ui conversational-agents conversational-bots conversational-ai conversational-interfaces virtualassistant virtual va skills microsoft

stealth - An open source Ruby framework for conversational voice and text chatbots. 🤖

Ruby

Stealth is a Ruby based framework for creating conversational (voice & chat) bots. It's design is inspired by Ruby on Rails's philosophy of convention over configuration. It has an MVC architecture with the slight caveat that views are aptly named replies. Stealth is extensible. All service integrations are split out into separate Ruby Gems. Things like analytics and natural language processing (NLP) can be added in as gems as well.