AI Chatbots Development Exploring Generative AI with ChatGPT from Udemy

Welcome to the comprehensive course on building chatbots with OpenAI. Chatbots have revolutionized the way businesses and individuals interact with users, providing efficient and personalized experiences. In this course, we will take you on a step-by-step journey, starting from the basic concepts of APIs and testing OpenAI APIs using tools like Postman, to creating fully functional chatbots using HTML, JavaScript, and CSS. By the end of this course, you will possess the skills and knowledge to develop and deploy your own chatbot.

The course begins with an introduction to APIs and how they form the backbone of chatbot development. You will learn how to utilize Postman to test OpenAI APIs and configure the environment for seamless integration. Through hands-on exercises, you will gain proficiency in setting up workspaces, collections, and API keys, enabling you to interact with OpenAI models effectively.

As the course progresses, you will dive into the world of chatbot development, exploring the different models provided by OpenAI, such as GPT-3.5 Turbo, and understanding how to leverage them to create engaging conversational experiences. You will learn how to define user and system rules, customize messages, and guide the behavior of your chatbot.

Furthermore, you will discover how to integrate your chatbot into web pages, enabling users to interact with it seamlessly. With the use of HTML, JavaScript, and CSS, you will have the power to shape the user interface and enhance the overall user experience. The course will guide you through the process of uploading your chatbot to live servers, allowing you to share your creation with the world.

By the end of the course, you will have gained the confidence to build chatbots that can understand and respond to user queries, provide recommendations, and even simulate human-like conversations. Join us on this immersive journey as we unlock the potential of chatbot development with OpenAI. Get ready to harness the power of artificial intelligence and create chatbots that transform the way we engage with technology. Enroll now and embark on an exciting adventure into the world of chatbot creation.

What's inside

Learning objectives

Understand the fundamentals of apis and their role in chatbot development.
Master the usage of postman for api testing and integration.
Build interactive chatbots using html, javascript, and css.

Configure chatbot behavior and personalize responses.
Deploy chatbots on live servers and make them accessible online.

Understand the fundamentals of apis and their role in chatbot development.
Master the usage of postman for api testing and integration.
Build interactive chatbots using html, javascript, and css.
Configure chatbot behavior and personalize responses.
Deploy chatbots on live servers and make them accessible online.

Syllabus

OpenAI Api's Testing

Introduction to OpenAI models

What is API

In this lesson, we will dive into the basics of using Postman as a tool to test APIs from OpenAI. We will explore how to configure the Postman environment, create workspaces and collections, and integrate the OpenAI API into our project. Starting with signing in to Postman, we will create a new workspace and collection, and then proceed to the OpenAI API playground to generate an API key. We will learn how to store the API key as a variable in Postman, set up authorization using the key, and configure the environment for seamless integration with OpenAI tools. Join us to discover the initial steps to leverage Postman and OpenAI for your projects. See you in the next lesson!

In this lesson, we will continue our journey of building a chatbot using OpenAI APIs. After setting up our workspace and collection in Postman and adding the API key to the environment, we will start by fetching data from the OpenAI documentation. Navigating to the models section, we will explore the various models provided by OpenAI, with a focus on GPT-3.5 Turbo, the model we will utilize for our chatbot. We will extract the endpoint for GPT-3.5 Turbo and return to Postman to construct our API request by specifying the endpoint.

However, during our initial request, we will encounter an authorization error, reminding us to include the API key in the authorization section. We'll rectify this by adding the key to the authorization headers. Once the authorization is set, we'll encounter another error, indicating the requirement for model parameters. It's now time to start building our chatbot.

Build chatbot and upload it to hosting

In this lesson, we will take the next step in our chatbot development journey by building a simple web page that utilizes the OpenAI API. After successfully testing the API using Postman, we will now proceed to construct a web page with the help of ChatGPT. We'll provide ChatGPT with the necessary instructions and parameters, such as the HTML code and JSON configuration, including the endpoint URL and API key.

API Fundamentals and Postman

In this lesson, we will explore the process of running our chatbot online using Triple Zero Web Host. As a recommended option for beginners, Triple Zero Web Host provides a free hosting service that allows us to test our chatbot project.

We'll begin by creating an account on Triple Zero Web Host, which is a straightforward process requiring only an email address. Once signed in, we will navigate to the "Create New Website" section and provide a unique name for our website, such as "chatgbt432" (just a random example). Upon creation, we'll gain access to our own hosting environment, which is ideal for testing our chatbot.

In this lesson, we will dive into the process of configuring and utilizing a chatbot template to create our own personalized chatbot. The template consists of HTML, JavaScript, and CSS files, and we'll focus on configuring the HTML and JavaScript components.

Starting with the HTML code, we'll open it using a text editor and explore the existing messages, such as the welcoming message and thinking message. We'll modify the welcoming message to suit our desired greeting and save the file. Returning to the chatbot template, we'll observe the updated welcoming message. However, without setting up the API key, the chatbot will display a thinking message without generating a response.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Provides foundational information about APIs and Postman, which is beneficial for beginners and those with minimal exposure to the topic

Covers a range of topics related to chatbot development, including models, behavior configuration, and integration

Guides learners through the hands-on process of building a chatbot using HTML, JavaScript, and CSS

Provides guidance on deploying chatbots online, making them accessible to a wider audience

Leverages the expertise of Eng. Mariam Omar, who is recognized for her contributions to the field of chatbot development

Utilizes a multi-modal approach, incorporating videos, readings, and interactive materials to enhance learning

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in AI Chatbots Development Exploring Generative AI with ChatGPT with these activities:

Review programming fundamentals

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Refreshed Python knowledge will make learning chatbot development easier.

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Review basic concepts like variables, data types, control flow, functions

Review HTML, JavaScript & CSS fundamentals

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This course assumes some familiarity with HTML, JavaScript, and CSS. It's highly recommended that you refresh your knowledge of these fundamentals before starting the course. Doing this will help ensure your understanding of the course material.

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Review your notes or textbooks on HTML, JavaScript, and CSS
Take online quizzes or practice exercises to test your understanding
Build a simple web page or project to apply your knowledge

Create your first chatbot using Postman and GPT-3

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Will help you get started with the concepts of chatbot dev in a practical way.

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Sign up for Postman and GPT-3
Follow a tutorial to create your first chatbot

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Form a study group with classmates to discuss course material

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Forming a study group with classmates is a great way to reinforce your understanding of the course material. This is because you can discuss the material with others, ask questions, and get different perspectives.

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Find a few classmates who are interested in forming a study group
Set up regular meeting times
Discuss the course material, ask questions, and work on problems together

Practice using Postman to test and debug API calls

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Get hands-on practice with the fundamentals of chatbot development.

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Make different types of API calls
Use debugging tools to identify and fix issues

Attend a local meetup or conference on chatbot development

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Making connections with like-minded people can provide insights and accelerate your learning.

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Find a relevant event
Prepare to network with other attendees

Build a chatbot using the OpenAI API

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Building a chatbot using the OpenAI API will allow you to apply your knowledge of the material covered in this course. This is a great way to test your skills and learn more about the practical applications of what you've learned.

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Plan and design your chatbot
Set up the OpenAI API and integrate it into your project
Develop the chatbot's logic and functionality
Deploy your chatbot and test its performance

Volunteer as a mentor to other students

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Volunteering as a mentor to other students can significantly reinforce your understanding of the course material. This is because it requires you to explain concepts to others, which in turn forces you to think about these concepts in more detail.

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Find a mentoring program or platform
Sign up to be a mentor
Meet with your mentees regularly
Provide guidance and support on course-related topics

Career center

Learners who complete AI Chatbots Development Exploring Generative AI with ChatGPT will develop knowledge and skills that may be useful to these careers:

Chatbot Developer

As a Chatbot Developer, you will be responsible for designing, developing, and deploying chatbots for various applications and industries. This course provides a solid foundation in the fundamentals of chatbot development, including API integration, chatbot behavior configuration, and deployment techniques. By completing this course, you will gain the skills and knowledge necessary to create effective and engaging chatbots that can enhance user experiences and automate customer interactions.

See salaries and explore the career path for Chatbot Developer

AI Engineer

As an AI Engineer, you will be involved in the design, development, and deployment of AI-powered systems, including chatbots. This course provides a comprehensive overview of AI principles and techniques, with a focus on the specific application of AI in chatbot development. By completing this course, you will gain the knowledge and skills necessary to build and maintain robust and intelligent chatbots that can handle complex user queries and provide personalized experiences.

See salaries and explore the career path for AI Engineer

Software Developer

As a Software Developer, you may be involved in the development of chatbots as part of larger software projects. This course provides a strong foundation in the fundamentals of software development, including API integration, user interface design, and testing techniques. By completing this course, you will gain the skills and knowledge necessary to contribute to the development of effective and user-friendly chatbots.

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Data Analyst

As a Data Analyst, you may be involved in the analysis of chatbot performance and user interactions. This course provides a foundation in data analysis techniques and tools, with a focus on understanding and interpreting data related to chatbot usage and effectiveness. By completing this course, you will gain the skills and knowledge necessary to analyze chatbot performance and make data-driven recommendations for improvement.

See salaries and explore the career path for Data Analyst

Web Developer

As a Web Developer, you may be involved in the development and deployment of chatbots on web platforms. This course provides a strong foundation in web development technologies, including HTML, JavaScript, and CSS. By completing this course, you will gain the skills and knowledge necessary to integrate chatbots into web pages and create seamless user experiences.

See salaries and explore the career path for Web Developer

UX Designer

As a UX Designer, you may be involved in the design and evaluation of chatbot user interfaces. This course provides a foundation in UX design principles and techniques, with a focus on creating user-centered and engaging chatbot experiences. By completing this course, you will gain the skills and knowledge necessary to design and evaluate chatbot user interfaces that are both functional and enjoyable to use.

See salaries and explore the career path for UX Designer

Business Analyst

As a Business Analyst, you may be involved in the planning and implementation of chatbot solutions for various business needs. This course provides a strong foundation in business analysis techniques and tools, with a focus on understanding and defining chatbot requirements. By completing this course, you will gain the skills and knowledge necessary to participate in the development of effective and efficient chatbot solutions.

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Product Manager

As a Product Manager, you may be responsible for managing the development and launch of chatbot products. This course provides a foundation in product management principles and techniques, with a focus on understanding and defining chatbot product requirements. By completing this course, you will gain the skills and knowledge necessary to bring successful chatbot products to market.

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Marketing Manager

As a Marketing Manager, you may be involved in the marketing and promotion of chatbot solutions. This course provides a foundation in marketing principles and techniques, with a focus on understanding and reaching target audiences for chatbots. By completing this course, you will gain the skills and knowledge necessary to create effective marketing campaigns for chatbot products and services.

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Technical Writer

As a Technical Writer, you may be involved in the documentation and training of chatbot users and developers. This course provides a strong foundation in technical writing principles and techniques, with a focus on creating clear and concise documentation for chatbot products and services. By completing this course, you will gain the skills and knowledge necessary to produce effective documentation that supports the successful adoption and use of chatbots.

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Customer Success Manager

As a Customer Success Manager, you may be involved in supporting and onboarding chatbot customers. This course provides a foundation in customer success principles and techniques, with a focus on understanding and meeting the needs of chatbot users. By completing this course, you will gain the skills and knowledge necessary to build strong relationships with chatbot customers and ensure their satisfaction.

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Sales Manager

As a Sales Manager, you may be involved in selling and promoting chatbot solutions. This course provides a foundation in sales principles and techniques, with a focus on understanding and communicating the value of chatbots to potential customers. By completing this course, you will gain the skills and knowledge necessary to effectively sell and promote chatbot products and services.

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Operations Manager

As an Operations Manager, you may be involved in the planning, implementation, and management of chatbot operations. This course provides a strong foundation in operations management principles and techniques, with a focus on understanding and optimizing chatbot performance. By completing this course, you will gain the skills and knowledge necessary to ensure the successful and efficient operation of chatbot services.

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Human Resources Manager

As a Human Resources Manager, you may be involved in the recruitment and training of chatbot developers and support staff. This course provides a foundation in human resources principles and techniques, with a focus on understanding the skills and qualifications required for chatbot roles. By completing this course, you will gain the skills and knowledge necessary to attract and develop a talented team of chatbot professionals.

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Financial Analyst

As a Financial Analyst, you may be involved in the financial planning and analysis of chatbot projects. This course provides a strong foundation in financial analysis principles and techniques, with a focus on understanding the financial implications of chatbot development and deployment. By completing this course, you will gain the skills and knowledge necessary to assess the financial viability of chatbot projects and make informed investment decisions.

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