Natural language processing (NLP) is the process of understanding and interpreting human language. This includes the recognition of words, phrases, and other forms of communication; the identification of meaning; and the translation or interpretation of text. Pentwater Connect provides various services like AI Conversational Platform, NLP Software and Train Chatbots.
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There are a number of different NLP tools available, each with its own strengths and weaknesses. In this blog post, we'll overview some of the best natural language processing software and APIs on the market.
What is Amazon Lex?
Amazon Lex is a cloud-based service that helps developers build applications that can understand and interact with natural language. It provides a set of APIs to allow developers to create bots, do sentiment analysis, and more. Amazon Lex is also integrated with Amazon Web Services, so it's easy to get started.
What is Microsoft Cognitive Services?
Microsoft Cognitive Services (Cognitive Services) is a suite of services that allows developers to build intelligent applications using machine learning (ML). These services include:
Azure ML: which provides support for machine learning algorithms such as gradient descent, deep learning, and Bayesian inference.
Speech AI: which allows you to create voice-activated applications.
Translation Services: which allow you to translate text into multiple languages using both human translation and machine translation.
Comprehension: which is used to automatically read documents aloud by using text-analysis features.
Vision Services: which allows you to get real-time computer vision capabilities.
Microsoft Cognitive Services is an open source project maintained by Microsoft Garage and you can download the codebase, tutorials, documentation, and sample apps on GitHub.