AI for Conversational Interactions Conversational AI is a system that allows an AI agent and a human to converse. “Bots” are generic terms for conversational AI agents. Bots can interact [...]
Microsoft Azure for NLP Microsoft Azure provides a wide variety of NLP-related services for application development. Table 5-1 shows the list of cognitive services to be used to build solutions [...]
Key Phrase Extraction The Azure Cognitive Service for Language is a cloud-based collection of machine learning and AI algorithms that can be used to make smart apps that use written [...]
JavaScript Object Notation file format JSON is a widely used file format for representing and exchanging structured data. It provides Figure 1-4 shows a JSON file that stores information about [...]
Speech Text-to-Speech The method of generating a simulated voice from text is known as “text-to-speech.” This technology is used to interact with users when it is either challenging or impossible [...]
Speech-to-Text Speech-to-text, which is also called “speech recognition,” lets audio sources be turned into text in real time. This is referred to as “computer voice recognition.” This software can convert [...]
Speech Translation Text is produced from audio input using speech recognition. For this method to work, you have to understand how dialects, slurs, intonation, and grammar are used in everyday [...]
Practical LabsUsing a custom question-answering template, you will provision a simple knowledge base that serves the purpose of an informational bot. With the help of an information bot, you can [...]
Editing Your Knowledge Base Figure 5-11Clicking Edit knowledge base Figure 5-12Editing the knowledge base Training and Testing the Knowledge Base Figure 5-13Testing the knowledge base Figure 5-14Testing the knowledge base [...]
Skill 1.2: Identify options for data storage In the modern era of data-driven decision-making, you face a multitude of choices when it comes to storing your valuable data. This skill [...]