Cognitive Virtual Assistants Using Google Dialogflow: Develop Complex Cognitive Bots Using the Google Dialogflow Platform
暫譯: 使用 Google Dialogflow 的認知虛擬助手:在 Google Dialogflow 平台上開發複雜的認知機器人
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)
請遵循逐步的實作方法,使用 Google Dialogflow 建立生產就緒的企業認知虛擬助手。本書提供了各種可用的認知技術選擇的概述,並深入探討了用於處理各行各業(如旅遊和天氣)中複雜實際案例的認知虛擬代理。
您將深入了解認知虛擬助手的進階功能,實現輸入/輸出上下文、後續意圖、動作和參數,以及處理複雜的多重意圖。您將學習如何通過將您的認知機器人與 Facebook Messenger 整合,來與第三方消息平台進行整合。您還將通過使用 Webhooks 與第三方 API 整合,以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,您可以在開發自己的認知機器人時使用。本書深入介紹 Google Dialogflow,從基礎開始,作為初學者的實作指南,幫助開發者開始他們的 Google Dialogflow 之旅。本書中呈現的所有代碼將以腳本和配置文件的形式提供,讓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
- 使用進階功能處理複雜的對話場景
- 通過理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
- 通過與第三方服務整合來增強認知機器人
本書適合誰
人工智慧和機器學習開發者。
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 是一位創新者、思想領袖、作者及顧問,專注於人工智慧(AI)、機器學習、雲端運算、大數據分析及軟體產品開發等領域。他負責人工智慧和機器學習、自動化產品、GCP、雲端運算、公共雲 AWS 及 Microsoft Azure 的知識產權開發和服務交付。Navin 創造了多個獲獎的利基產品和解決方案,並在 IT 服務、評估引擎、排名演算法、容量規劃引擎及知識管理等多個領域申請了許多專利。
Amit Agrawal 是一位首席數據科學家和研究員,專注於提供人工智慧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。