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Plato Research Dialogue System Alternatives

Plato Research Dialogue System Alternatives

Plato Research Dialogue System

The Plato Research Dialogue System enables experts and non-experts alike to quickly build, train, and deploy conversational AI agents.

The Plato Research Dialogue System is a flexible framework that can be used to create, train, and evaluate conversational AI agents in various environments. It supports interactions through speech, text, or dialogue acts and each conversational agent can interact with data, human users, or other conversational agents (in a multi-agent setting). Every component of every agent can be trained independently online or offline and Plato provides an easy way of wrapping around virtually any existing model, as long as Plato's interface is adhered to.

How does the Plato Research Dialogue System work?

Conceptually, a conversational agent needs to go through various steps in order to process information it receives as input (e.g., “What’s the weather like today?”) and produce an appropriate output (“Windy but not too cold.”). The primary steps, which correspond to the main components of a standard architecture, are:

Speech recognition (transcribe speech to text)
Language understanding (extract meaning from that text)
State tracking (aggregate information about what has been said and done so far)
API call (search a database, query an API, etc.)
Dialogue policy (generate abstract meaning of agent’s response)
Language generation (convert abstract meaning into text)
Speech synthesis (convert text into speech)

Plato has been designed to be as modular and flexible as possible; it supports traditional as well as custom conversational AI architectures, and importantly, enables multi-party interactions where multiple agents, potentially with different roles, can interact with each other, train concurrently, and solve distributed problems.

Best Free Plato Research Dialogue System Alternatives

Looking for a program that is like Plato Research Dialogue System? We have our top picks here. If you need another program that has some of the features of Plato Research Dialogue System on your device, read what we recommend in this post.

ConvLab

ConvLab

FreeOpen SourceSelf-Hosted

ConvLab is an open-source multi-domain end-to-end dialog system platform, aiming to enable researchers to quickly set up experiments with reusable components and compare...

DeepPavlov

DeepPavlov

FreeOpen SourceSelf-Hosted

DeepPavlov is an open-source conversational AI library built on TensorFlow and Keras. It is designed for: • development of production ready chat-bots and complex...

Features:

  • Artificial intelligence
  • Chat Bot
Olympus

Olympus

FreeOpen SourceSelf-Hosted

Olympus was created at Carnegie Mellon University (CMU) during the late 2000's and benefits from ongoing improvements in functionality. Its main purpose is to help...

ParlAI

ParlAI

FreeOpen SourceSelf-Hosted

A python framework for sharing, training and testing dialogue models, from open-domain chitchat to VQA.

PyDial

PyDial

FreeOpen SourceSelf-Hosted

PyDial is an open-source end-to-end statistical spoken dialogue system toolkit which provides implementations of statistical approaches for all dialogue system modules....

Rasa Core

Rasa Core

FreeOpen SourceWebSelf-Hosted

Rasa Core: Throw Away Your State Machine and Use Machine Learning For Dialogue Management Manage your dialogue with machine learning and let it improve with every...

Features:

  • Bots
  • Machine Learning
Virtual Human Toolkit

Virtual Human Toolkit

FreeSelf-Hosted

A collection of modules, tools, and libraries designed to aid and support researchers and developers with the creation of virtual human conversational characters.

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