Cognitive Virtual Assistants Using Google Dialogflow: Develop Complex Cognitive Bots Using the Google Dialogflow Platform
Sabharwal, Navin, Agrawal, Amit
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商品描述
Follow a step-by-step, hands-on approach to building production-ready enterprise cognitive virtual assistants using Google Dialogflow. This book provides an overview of the various cognitive technology choices available and takes a deep dive into cognitive virtual agents for handling complex real-life use cases in various industries such as travel and weather.
You'll delve deeper into the advanced features of cognitive virtual assistants implementing features such as input/output context, follow-up intents, actions and parameters, and handling complex multiple intents. You'll learn how to integrate with third-party messaging platforms by integrating your cognitive bot with Facebook messenger. You'll also integrate with third-party APIs to enrich your cognitive bots using webhooks.
Cognitive Virtual Assistants Using Google Dialogflow takes the complexity out of the cognitive platform and provides rich guidance which you can use when developing your own cognitive bots. The book covers Google Dialogflow in-depth and starts with the basics, serving as a hands-on guide for developers who are starting out on their journey with Google Dialogflow. All the code presented in the book will be available in the form of scripts and configuration files, which allows you to try out the examples and extend them in interesting ways.
What You Will Learn
- Develop cognitive bots with Google Dialogflow technology
- Use advanced features to handle complex conversation scenarios
- Enrich the bot's conversations by understanding the sentiment of the user
- See best practices for developing cognitive bots
- Enhance a cognitive bot by integrating with third-party services
Who This Book Is For
AI and ML developers.
商品描述(中文翻譯)
遵循逐步操作的實踐方法,使用Google Dialogflow建立可投入生產的企業認知虛擬助手。本書概述了各種認知技術選擇,並深入探討了處理旅遊和天氣等各行業中複雜實際用例的認知虛擬代理人。
您將深入研究認知虛擬助手的高級功能,實現輸入/輸出上下文、後續意圖、操作和參數以及處理複雜多重意圖等功能。您將學習如何通過將認知機器人與Facebook Messenger集成,與第三方消息平台集成。您還將通過使用Webhooks集成第三方API來豐富您的認知機器人。
《使用Google Dialogflow的認知虛擬助手》簡化了認知平台的複雜性,並提供了豐富的指導,供您在開發自己的認知機器人時使用。本書深入介紹了Google Dialogflow的基礎知識,是開發人員在Google Dialogflow之旅中的實用指南。書中提供的所有代碼都將以腳本和配置文件的形式提供,這使您可以嘗試示例並以有趣的方式擴展它們。
您將學到什麼
- 使用Google Dialogflow技術開發認知機器人
- 使用高級功能處理複雜的對話場景
- 通過了解用戶的情感來豐富機器人的對話
- 查看開發認知機器人的最佳實踐
- 通過與第三方服務集成來增強認知機器人
本書適合對象
- AI和ML開發人員。
作者簡介
Navin Sabharwal is an innovator, thought leader, author, and consultant in the areas of AI, machine learning, cloud computing, big data analytics, and software product development. He is responsible for IP development and service delivery in the areas of AI and machine learning, automation products, GCP, cloud computing, public cloud AWS, and Microsoft Azure. Navin has created niche award-winning products and solutions and has filed numerous patents in diverse fields such as IT services, assessment engines, ranking algorithms, capacity planning engines, and knowledge management.
Amit Agrawal is a principal data scientist and researcher delivering solutions in the fields of AI and machine learning. He is responsible for designing end-to-end solutions and architecture for enterprise products.
作者簡介(中文翻譯)
Navin Sabharwal是AI、機器學習、雲端運算、大數據分析和軟體產品開發領域的創新者、思想領袖、作家和顧問。他負責AI和機器學習、自動化產品、GCP、雲端運算、公有雲AWS和Microsoft Azure領域的知識產權開發和服務交付。Navin創造了多個獲獎產品和解決方案,在IT服務、評估引擎、排名算法、容量規劃引擎和知識管理等不同領域申請了許多專利。
Amit Agrawal是一位主要的資料科學家和研究人員,提供AI和機器學習領域的解決方案。他負責設計企業產品的端到端解決方案和架構。