MindMeld Workbench Conversational Platform
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A MindMeld Workbench Conversational Platform is a conversational agent platform developed by MindMeld.
- See: Nuance Mix.
References
2017
- https://www.mindmeld.com/docs/introducing_mindmeld_workbench.html
- QUOTE: The MindMeld Conversational AI platform is one of the most advanced AI platforms available today for building production-quality conversational applications. It was created to provide the tools and techniques required to build highly useful and versatile conversational experiences. MindMeld Workbench, the core machine learning toolkit that powers the MindMeld platform, is a Python-based framework which encompasses all of the algorithms and utilities required to build modern, production-quality conversational applications. Evolved over several years of building and deploying dozens of the most advanced conversational experiences achievable, Workbench has been optimized for the needs of companies that want to build an advanced conversational assistant which demonstrates deep understanding of a particular use case or domain. MindMeld Workbench is a commercial software product which requires a license to use. …
MindMeld Workbench is the only Conversational AI platform available today that provides tools and capabilities for every step in the workflow for a state-of-the-art conversational application. The architecture of MindMeld Workbench is illustrated below.
To summarize, the functionality available in Workbench includes:- advanced natural language processing, consisting of
- QUOTE: The MindMeld Conversational AI platform is one of the most advanced AI platforms available today for building production-quality conversational applications. It was created to provide the tools and techniques required to build highly useful and versatile conversational experiences. MindMeld Workbench, the core machine learning toolkit that powers the MindMeld platform, is a Python-based framework which encompasses all of the algorithms and utilities required to build modern, production-quality conversational applications. Evolved over several years of building and deploying dozens of the most advanced conversational experiences achievable, Workbench has been optimized for the needs of companies that want to build an advanced conversational assistant which demonstrates deep understanding of a particular use case or domain. MindMeld Workbench is a commercial software product which requires a license to use. …
Domain Classification Intent Classification Entity Recognition Entity Role Labeling Entity Resolution Language Parsing.
- versatile dialogue management
- custom knowledge base creation
- advanced question answering
- training data collection and management support
- large-scale data analytics
This guide describes the capabilities of MindMeld Workbench in detail and illustrates standard approaches and best practices for creating production-quality conversational applications.