Getting Started with Chatbots: learn and create your own chatbot with deep understanding of Artificial Intelligence and Machine Learning - Softcover

Inhaltsangabe

A complete guide to build a better Chatbots

Key Features

Concept of artificial intelligence (AI) and machine learning

How AI is involved in creating chatbots

What are chatbots

Chatbot development

Live chatting

Create chatbot with technologies such as Amazon Lex, Google Dialogflow, AWS Lambda, Microsoft Bot Framework, and Azure

Deploy and talk to your bot

Description
This book makes you familiar with the concept of the chatbot. It explains what chatbot is, how does a chatbot work, and what exactly is the need for a chatbot in today’s era? It focuses on creating a bot using Amazon’s Lex service and getting the bot deployed on Facebook messenger for live chatting. This book
will train you on how to create a chatbot using Google’s Dialogflow and test the bot in Dialogflow console. It also demonstrates how to create a custom chatbot using Microsoft’s bot framework and enable the webhooks in Dialogflow and return the response from the custom bot to Dialogflow intents as a fulfilment response.

What Will You Learn

Learn the concept of chatbot

Learn how chatbots and AI work hand in hand

Learn the concept of machine learning in chatbots

Get familiar with chatbot services such as Amazon’s Lex and Google’s Dialogflow

Learn how to write an AWS Lambda function

Learn what webhooks are

Learn about Microsoft’s Bot Framework

Write your own custom chatbot

Deploy the chatbot on Facebook Messenger, Google Assistant, and Slack

Live chatting with your own chatbot

Who This Book Is For

The developers, architects, and software/technology enthusiasts who are keen to learn the cutting-edge technologies and want to get a hands-on experience on AI by creating their own custom chatbots.

Organizations, small companies, service-based/product-based setups which want to learn how to create a basic chatbot on their website and on social media to get more leads and reach to the end user for their business.

Students, if they are seeking something where they can create and integrate the real-time chatbots in their projects.

Table of Contents
Section 1: The Concept

1. What are Chatbots?
2. How Chatbot Works
3. What is the Need for a Chatbot?
4. Conversational Flow?

Section 2: Creating a Chatbot Using Amazon Lex

1. Amazon Lex and AWS Account
2. Create Bot Using Amazon Lex
3. AWS Lambda Function
4. Slots
5. Error Handling
6. Deploy the Bot on Facebook Messenger
7. Live Chatbot on Facebook

Section 3: Creating a Chatbot Using Dialogflow API and Microsoft’s Bot Framework

Technical Requirements

1. Dialogflow Account
2. Creating a Bot in Dialogflow
3. Dialogflow Console
4. Integrating the Bot with Slack
5. Chatbot Using Microsoft Bot Framework
6. Publishing the Bot from Visual Studio to Azure
7. Register the Bot
8. Dialogflow.v2 SDK
9. Webhooks in Dialogflow
10. Testing the Bot
11. Deploy the Chatbot in Facebook Messenger
12. Live Chatbot on Facebook
13. Deploy the Chatbot in Slack

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