June 21, 2025

Artificial Intelligence for .NET: Speech, Language, and Search: Building Smart Applications with Microsoft Cognitive Services APIs

17 minutes

Serves as a practical guide for building smart applications using Microsoft Cognitive Services APIs. It covers the fundamental concepts of Artificial Intelligence (AI), including its history, current state, and the distinction between truth and fiction in AI. The book focuses on three key pillars of Cognitive Services: Speech, Language (Natural Language Understanding - NLU and Natural Language Processing - NLP), and Search. It details how to implement functionalities like conversational user interfaces (CUIs) using the Microsoft Bot Framework, process and understand human language with LUIS (Language Understanding Intelligent Service), integrate speech-to-text (STT) and text-to-speech (TTS) capabilities, and leverage Bing Search APIs for various search offerings. Furthermore, the source explores recommendation engines, discussing concepts like Frequent Brought Together (FBT) and item-to-item recommendations, and concludes by examining the future of AI, its challenges, and Microsoft's vision for this transformative technology.

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