Build Text Summarizer using OpenAI GPT & React

Table of Contents:

1. Introduction to Developing a Simple Application
2. Setting up OpenAI GPT for Document Submission
3. Installation Guide for OpenAI GPT
4. Configuring OpenAI GPT with CSS
5. Styling the Top Bar and Header
6. Creating the Test Area
7. Submitting the Document and Getting a Summary
8. Creating a History of Summaries
9. Saving Summaries to Local Storage
10. Adding Copy and Delete Functionality

Article

Introduction to Developing a Simple Application

Welcome to my YouTube Channel! In this tutorial, we will be developing a simple application that allows users to submit their documents and get a summary using the open AI GPT tool. I will guide You through the entire process, from setting up the necessary tools to implementing the functionality.

Setting up OpenAI GPT for Document Submission

To begin, we need to set up OpenAI GPT for document submission. OpenAI GPT is a powerful language model that can generate human-like text Based on the input provided. We will be using it to generate summaries of the submitted documents.

Installation Guide for OpenAI GPT

To install OpenAI GPT, you need to follow a few simple steps. First, copy the installation command provided by the OpenAI documentation. Then, run the command in your terminal to install the necessary dependencies. Once the installation is complete, you can proceed to the next step.

Configuring OpenAI GPT with CSS

Next, we need to configure OpenAI GPT with CSS. We will be using a custom CSS file to style the application's user interface. Copy the configuration content from the OpenAI documentation and add it to your CSS file. Make sure to adjust any necessary paths or settings to match your project structure.

Styling the Top Bar and Header

In this step, we will focus on styling the top bar and header of our application. We will use HTML and CSS to Create a visually appealing and user-friendly interface. The top bar will contain the application's title, while the header will display a logo and a link to your YouTube channel.

Creating the Test Area

Now, let's create the test area where users can input their documents. We will use HTML and CSS to design a textarea element with a placeholder and the necessary styling. Users will be able to Type or paste their document content into this area.

Submitting the Document and Getting a Summary

Once the user submits their document, we need to process it and generate a summary using OpenAI GPT. To do this, we will set up an event listener to capture the form submission. We will then extract the value from the test area and send it to OpenAI GPT for processing. The generated summary will be displayed to the user.

Creating a History of Summaries

To improve user experience, we will create a history section that displays the previously generated summaries. This will allow users to easily access their past summaries and reference them when needed. We will implement this functionality using local storage to store and retrieve the summary data.

Saving Summaries to Local Storage

In this step, we will implement the functionality to save the generated summaries to local storage. By doing this, we will ensure that the summaries remain accessible even after the page is refreshed or closed. We will use JavaScript to handle the storage and retrieval of the summary data.

Adding Copy and Delete Functionality

To enhance the user experience further, we will add copy and delete functionality to the generated summaries. Users will be able to copy a summary to their clipboard with a single click, making it easy to share or use the summary in other applications. Additionally, users will have the option to delete a summary from their history.

Conclusion

Congratulations! You have successfully developed a simple application that allows users to submit documents and generate summaries using OpenAI GPT. You have learned how to set up OpenAI GPT, style the application interface, process document submissions, save summaries to local storage, and add copy and delete functionality. With this foundation, you can explore and expand the application further based on your specific requirements and needs.

Highlights:

• Develop a simple application for document submission and summarization
• Set up OpenAI GPT for text generation
• Style the application using CSS to create an appealing user interface
• Implement functionality to save and retrieve summaries using local storage
• Provide copy and delete options for generated summaries

FAQ:

Q: How does OpenAI GPT generate summaries? A: OpenAI GPT uses advanced language models to generate summaries based on the input provided. It analyzes the Context and generates human-like text that summarizes the document.

Q: Can I customize the styling of the application? A: Yes, you can customize the styling of the application by modifying the CSS file. You can change colors, fonts, layouts, and other visual aspects to match your preferences or branding.

Q: Is my data stored securely? A: The application utilizes local storage to store generated summaries. Local storage is generally considered safe, as it is isolated to the user's device and can only be accessed by the same domain. However, it is always recommended to follow best practices for handling sensitive data.

Q: Can I use this application for other purposes besides document summarization? A: Yes, you can modify and expand the functionality of the application to suit other use cases. The Core functionality of capturing text input and generating text outputs can be adapted for various applications, such as chatbots, content generation, and more.