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

•    Python

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Import key components to build HelloBot. Create skills as pre-defined responses for a user's input containing specific keywords. Every skill returns response and confidence.

bot nlp chatbot dialogue-systems question-answering chitchat slot-filling intent-classification entity-extraction named-entity-recognition keras tensorflow deep-learning deep-neural-networks intent-detection dialogue-agents dialogue-manager

cakechat - CakeChat: Emotional Generative Dialog System

•    Python

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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

TC-Bot - User Simulation for Task-Completion Dialogues

•    OpenEdge

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An implementation of the End-to-End Task-Completion Neural Dialogue Systems and A User Simulator for Task-Completion Dialogues. This document describes how to run the simulation and different dialogue agents (rule-based, command line, reinforcement learning). More instructions to plug in your customized agents or user simulators are in the Recipe section of the paper.

user-simulator nlg dialogue-agents nlu end-to-end

ConvAI-baseline - ConvAI baseline solution

•    Python

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Python packages will be installed by setup.sh script. Setup will download docker images, models and data files, so you have no need to download any of that by yourself.

natural-language-processing natural-language-understanding natural-language-generation dialogue-systems dialogue-agents

convai-bot-1337 - Skill-based Conversational Agent for NIPS Conversational Intelligence Challenge 2017

•    Python

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Skill-based Conversational Agent that took 1st place at 2017 NIPS Conversational Intelligence Challenge (http://convai.io). We still update our Conversational Agent and the latest version could be found in master branch.

chatbot competition natural-language-processing deep-learning fasttext bigartm conversation dialogue-systems dialogue-agents