Create AI Content Generator with OpenAI, Python Django, and DigitalOcean

Description

This course is designed to equip you with the knowledge and skills required to build an intelligent content generation application using the power of artificial intelligence (AI).
In this course, you will dive into the fascinating world of AI and learn how to leverage the capabilities of OpenAI, a leading AI technology provider, to develop a content generator. You will explore the fundamentals of natural language processing (NLP) and understand how to harness the potential of AI models to generate high-quality, coherent text.
Throughout the course, you will be working with the popular Python Django framework, known for its simplicity and versatility in building web applications. You will learn how to integrate OpenAI's powerful models with Django to create an interactive and dynamic content generation platform.

What You will Learn?

Understanding natural language processing (NLP)
Exploring OpenAI and its models
Building a Django application for content generation

Pre-Requisites

Skills

Proficiency in developing AI-powered content generators using OpenAI technology.
Understanding of natural language processing (NLP) concepts and techniques.
Familiarity with machine learning techniques for text generation.

SECTION 1: INTRODUCTION AND PROJECT SETUP
In this section, we will provide a brief introduction to the course and discuss the concept of an AI Content Generator. We will explore popular examples like Peppertype, Jarvis, and CopyAI to understand the functionalities and potential use cases of such platforms.
We will take an in-depth look at the type of website we will be building, which is an AI Content Generator. We will discuss the core features, user interactions, and the overall architecture of the website. By the end of this section, you will have a solid understanding of the project scope, have downloaded the relevant HTML templates, created your Digital Ocean account, set up a Droplet VPS, and established an initial development environment for building the AI Content Generator using Django.
- Introduction and Website Overview
  00:31:00
- Setting Up Your DigitalOcean Account and Creating a Droplet VPS
  00:31:49
- Setting up Droplets and the Initial Development Environment for Django Application
  00:19:43
SECTION 2: SETTING UP PROJECT ENVIRONMENT AND TEMPLATING
In this section, we will begin by recapping the concepts covered in the previous session. We will then proceed to obtain a new template for our application by searching for an appropriate HTML template. Once we have found a suitable template, we will download the template bundle, which includes both a landing page and an admin template. Additionally, we will download a code editor, such as Atom, to facilitate the editing process.
By the end of this section, you will have successfully set up your project environment, obtained and implemented a template, and gained hands-on experience with Django templating, laying a solid foundation for the subsequent development stages of your application.
- Template Selection, and Code Editor Setup
  00:28:44
- Django Templating and Project Setup
  00:37:26
- : Git Push and Django Templating: Creating Front-End Templates
  00:36:28
SECTION 3: WEBSITE CONTENT GENERATION AND SETUP
In this section, we will kickstart our content generation journey by learning how to generate website content for the landing page using the OpenAI Playground. We will explore the powerful features of OpenAI's language models and leverage them to create compelling text for our landing page. Additionally, we will delve into setting up the pricing plan for our website, ensuring that our offerings are clearly communicated to visitors. To enhance the visual appeal of our website, we will acquire illustrations from Envato Elements and Undraw, popular platforms for high-quality graphics.
We will also cover the fundamentals of keyword planning and provide resources, including background information and videos, to help you optimize your content for search engines. You will learn how to implement registration forms and view functions, enabling users to sign up and log in to our website. Finally, we will explore how to display error and success messages to users using alerts, ensuring effective communication and feedback throughout the registration and login processes.
- Content Generation and Pricing Setup
  00:34:18
- Acquiring Illustrations and Keyword Planning for Website Design
  00:30:11
- Building User Registration and Login Pages
  00:35:31
- Registration Form and View Functions: Error and Success Message Display
  00:27:01
- Creating an AI-Generated Landing Page with Bootstrap Continued
  00:19:16
SECTION 4: USER AUTHENTICATION AND PROFILE MANAGEMENT
In this section, we will start by cleaning up the login and register pages to enhance the user experience. We will code the view function for the login page, allowing users to securely log into the application. Next, we will create the dashboard page based on an admin template, which will serve as the central hub for users to access various features. To ensure security and access control, we will add view function decorators such as login_required and anonymous_required to restrict page access based on user authentication status.
Moving on to profile management, we will work on the Profile model and establish a OneToOne relationship with the User model. We will utilize Django Crispy Forms to create an aesthetically pleasing profile form and override the form save function to handle user and profile class variables simultaneously. By the end of this section, users will have a seamless login and registration experience, along with a fully functional and customizable user profile management system.
- Refining User Authentication and Creating the Dashboard
  00:33:53
- Creating Dashboard and User Profile Pages
  00:33:10
- Building User Profiles and Managing Relationships
  00:40:45
- Continued Building User Profiles and Managing Relationships
  00:35:14
- Django Signals and Profile Class Creation
  00:31:56
- Enhancing ModelForm Functionality and Adding User Profile Image
  00:33:49
SECTION 5: PROFILE UPDATE AND BLOG CREATION
In this section, we will focus on updating the profile page to enhance the user experience. We will modify the existing form to display names and surnames together, utilizing the Profile variables effectively. Additionally, we will embark on building the Create Blog functionality by creating the necessary blog models. To kickstart the development process, we will create an OpenAI account and obtain the essential API keys required for integrating AI capabilities into our code. We will then proceed to develop Django OpenAI functions and parse the responses, testing them in the OpenAI Playground. Next, we will focus on constructing the HTML, form, and view components for creating blogs, enabling users to input their blog topic ideas. By the end of this section, we aim to have a working form and a blog topic display page, laying a solid foundation for the upcoming stages of the project.
- Enhancing Profile Page and Creating Blog Models
  00:32:47
- Setting Up OpenAI Account and Obtaining API Keys
  00:28:08
- Implementing Django OpenAI Functions and Collecting User Input
  00:34:15
- Building the Blog HTML and Implementing a Functional Form and Topic Display Page
  00:27:52
SECTION 6: BUILDING INTERACTIVE BLOG TOPIC PAGE WITH ACTIONABLE TABLE
In this section, we will enhance the blog topic page by recreating it with a table that includes interactive buttons, enabling users to take actions on the generated blog topics. We will replace the traditional list format with a more user-friendly table layout. By clicking the buttons, users will be able to save a blog topic directly into the database. We will implement all the necessary functionality to ensure that our blog page works.
By the end of the section, we will bring all the components together by creating a page view that displays the saved blog in its entirety. Users will be able to view the full blog content, complete with the generated blog sections. This step marks the culmination of today's AI content generating SaaS tutorial, where we have learned how to create an interactive and dynamic blog topic page, generate blog sections using the OpenAI API, and showcase the complete blog to the users.
- Enhancing the Blog Topic Page with Interactive Table and Buttons
  00:30:17
- Button Functionality and Database Integration
  00:31:27
- Generating Blog Sections with OpenAI API
  00:37:32
- Creating and Displaying Blog Sections
  00:37:38
SECTION 7: DASHBOARD SETUP AND FUNCTIONALITY IMPLEMENTATION
In this section, we will begin building the dashboard for our content generation application, utilizing a pre-designed template as our starting point. We will focus on implementing various key functionalities to enhance the user experience. Firstly, we will incorporate a filtering mechanism to retrieve both saved and completed blogs from the database, allowing users to easily navigate through their content. Next, we will introduce the capability to delete saved blogs directly from the database, providing users with control over their content.Through this section, we will establish a solid foundation for the dashboard, incorporating essential functionalities to streamline the content generation process.
- Building the Dashboard and Filtering Blogs
  00:36:55
- Advanced Functionality: Deleting and Generating Blogs
  00:32:34
- Blog Listing and Word Count
  00:29:33
SECTION 8: SUBSCRIPTION MANAGEMENT AND PAYMENT PROCESSING
In this section, you will learn how to enhance the Profile Model by incorporating subscription variables to enable subscription-based content access. we will delve into writing a Check Word Count Allowance function, which will help regulate the word limits for subscribers. Additionally, we will begin building the subscription page, which will provide users with information about available subscription plans and features.
We will explore the process of counting words when the API is called, ensuring accurate measurement for content usage. As we progress, we will complete the subscription page by incorporating additional functionality and user-friendly design elements. Furthermore, we will initiate the integration of PayPal payment processing, allowing users to make secure subscription payments. We conclude this section by building the PayPal button on the HTML page, providing a seamless and intuitive experience for capturing subscription payments.
- Introduction and Building Subscription Functionality
  00:31:31
- Word Count Functionality in API Calls
  00:36:37
- Building the Subscription Page Components
  00:40:33
- Implementing PayPal Subscription Payments
  00:39:33
SECTION 9: PAYPAL INTEGRATION AND PAYMENT PROCESSING
In this section, we will address the PayPal issue encountered in the previous lecture and focus on resolving it effectively. We will delve into the concept of PayPal Webhooks and learn how to capture data from PayPal calls to update your database with accurate payment records. You will gain hands-on experience testing a payment using a PayPal-generated credit card and understand the process of capturing and utilizing subscription IDs for accessing subscription details. By the end of this section, you will have a solid understanding of PayPal integration, payment processing, and the necessary steps to ensure seamless transaction management and accurate subscription record-keeping within your application.
- Resolving the PayPal Integration Issue: Exploring PayPal Webhooks
  00:34:30
- Integrating PayPal Payment Data Capture and Database Updates
  00:37:09
- Testing Payment Integration with PayPal Generated Credit Card and Subscription ID Retrieval
  00:24:24
- Testing Subscription Details
  00:33:08
SECTION 10: DEPLOYMENT AND DNS SETUP
In this section, you will learn the essential steps to deploy your website and set up the DNS records to ensure it is accessible to users. We will guide you through a comprehensive, step-by-step process using the documentation provided, ensuring a smooth deployment experience. Starting from the initial setup of your virtual server, we will walk you through the necessary configurations to point your domain name to the correct IP address. By the end of this section, you will have a solid understanding of the deployment process and the DNS setup required to make your website live and accessible on the internet.
- Introduction to Website Deployment and DNS Setup
  00:39:27
- Website Deployment and DNS Setup Part 2
  00:37:07

Tutor: Bertha Kgokong

Software Programmer And Tech Entrepreneur

Software Programmer and Tech Entrepreneur, i have extensive experience in Software Development - end-to-end in most platforms, Business Processes and Entrepreneurship. I am a fully qualified Engineer, with a Bachelors Degree and Masters in Business Administration - with over 17 years of professional experience. I am also an entrepreneur with a couple of award winning ventures and projects in Software Development.

Create AI Content Generator with OpenAI, Python Django, and DigitalOcean

R 500.00

$ 28

Level BEGINNER
Lectures 37
Duration 20:53:11
Language English

Material Includes

Videos
Useful Links

Create AI Content Generator with OpenAI, Python Django, and DigitalOcean

Description

What You will Learn?

Pre-Requisites

Skills

SECTION 1: INTRODUCTION AND PROJECT SETUP

SECTION 2: SETTING UP PROJECT ENVIRONMENT AND TEMPLATING

SECTION 3: WEBSITE CONTENT GENERATION AND SETUP

SECTION 4: USER AUTHENTICATION AND PROFILE MANAGEMENT

SECTION 5: PROFILE UPDATE AND BLOG CREATION

SECTION 6: BUILDING INTERACTIVE BLOG TOPIC PAGE WITH ACTIONABLE TABLE

SECTION 7: DASHBOARD SETUP AND FUNCTIONALITY IMPLEMENTATION

SECTION 8: SUBSCRIPTION MANAGEMENT AND PAYMENT PROCESSING

SECTION 9: PAYPAL INTEGRATION AND PAYMENT PROCESSING

SECTION 10: DEPLOYMENT AND DNS SETUP

Tutor: Bertha Kgokong

Material Includes

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