Creating AI-powered articles with Django, ChatGPT, and Dall-E 2
Table of Contents
- Introduction
- Building a Simple Application with Pegasus's Open AI Integration
- Using Chat GPT and Dolly to Automate Content Writing
- Generating Articles with Chat GPT
- Generating Images with Dolly
- Creating an Article Generator Page
- Formulating Article Prompts
- Generating Article Text with Open AI
- Generating Image Prompts with Open AI
- Displaying Article and Image Output
Introduction
In this article, we will explore how to build a simple application using Pegasus's new Open AI integration. Our goal is to Create an app that automatically generates text content that can be published on the internet. We will utilize the power of Chat GPT and Dolly to achieve this. The application will allow users to input a topic and generate an article as well as corresponding images.
Building a Simple Application with Pegasus's Open AI Integration
To start, we will create a new page for our application within the Open AI example app that comes with Pegasus. Although in a real project we would create our own app, for simplicity, we will use the existing example app. This page will be called "Articles" and will serve as an article generator.
Using Chat GPT and Dolly to Automate Content Writing
We will leverage Chat GPT to generate the article text Based on the user's prompt. We have prepared a detailed prompt that will guide Chat GPT in writing the article. Additionally, we will use Dolly to generate images for the article. We have created a separate prompt specifically for generating image descriptions. The generated images will be displayed alongside the article.
Generating Articles with Chat GPT
To begin generating articles, we will create a form where users can input their article prompts. The form will be designed to be lightweight, allowing users to enter a single line prompt. Once the user submits the form, the prompt will be passed to Chat GPT, and the response will contain the generated article text. This text will then be displayed on the article generator page.
Generating Images with Dolly
Similarly, we will create a form for generating image prompts. Users will be able to enter a prompt for generating images related to the article. Once the user submits the form, the prompt will be passed to Dolly, which will generate the desired images. The image URLs will be displayed alongside the article text.
Creating an Article Generator Page
We will create a dedicated page for the article generator in the Open AI example app. This page will contain the article prompts form as well as the image prompts form. Users will be able to enter their prompts and generate articles with accompanying images.
Formulating Article Prompts
To generate articles, we will use a set of prompts that instruct Chat GPT on how to write the content. The prompts will be provided by the user, and they can be related to any topic of their choice. We will format the prompts and pass them to Chat GPT to generate the article text.
Generating Article Text with Open AI
Once the article prompts are submitted, we will format them and pass them to Chat GPT. Chat GPT will use the prompts to generate the article text, which will be displayed on the article generator page. The generated text will be based on the user's provided topic.
Generating Image Prompts with Open AI
To generate images, we will create a separate form where users can input prompts related to the images they want for their article. These prompts will be passed to Open AI's Dolly, which will generate the desired images based on the prompts. The generated image URLs will be displayed alongside the article text.
Displaying Article and Image Output
Finally, we will display the generated article text and accompanying images on the article generator page. The article will be formatted and styled to enhance readability, and users will be able to view the article content and the associated images in one place.
Conclusion
In this article, we explored how to build a simple application using Pegasus's Open AI integration. We utilized Chat GPT and Dolly to automatically generate article text and images based on user prompts. By following the step-by-step instructions provided, users can easily create an application that streamlines content writing and image generation. With the power of Open AI, creating engaging and informative articles has Never been easier.
Highlights
- Build a simple application using Pegasus's Open AI integration.
- Use Chat GPT and Dolly to automate content writing and image generation.
- Generate article text based on user prompts.
- Generate images based on user prompts.
- Create an article generator page where users can input prompts and generate content.
- Display the generated article text and images on the article generator page.
FAQ
Q: Can I generate news articles using this application?
A: While the application focuses on generating content, it may not be ideal for generating news articles. The prompts used are more suitable for general content creation.
Q: How accurate and unique are the generated articles?
A: The accuracy and uniqueness of the generated articles largely depend on the quality of the prompts provided by the user. It is crucial to provide clear and specific prompts to achieve the desired results.
Q: Can I customize the output style of the generated articles?
A: Yes, you can customize the output style of the generated articles by modifying the HTML and CSS code in the article generator page.