No-Code Project - Create a ChatGPT Clone

Published on 
March 14, 2024
Joyce Kettering
DevRel at WeWeb

In the realm of artificial intelligence and natural language processing, the demand for customized chatbots and conversational AI models is soaring. WeWeb, a versatile visual programming platform, is the ideal choice for bringing your ChatGPT clone to life. 

With WeWeb, you have the freedom to design your ChatGPT clone to match your unique vision, from color schemes to layout. Moreover, WeWeb seamlessly integrates with your existing backend infrastructure, ensuring your ChatGPT clone operates harmoniously within your ecosystem.

This tutorial is designed to guide you through the process, from inception to deployment, helping you harness WeWeb's capabilities while building your own, custom ChatGPT clone. 

Before diving in, be sure to set up a free WeWeb account so you can follow along. 

Why Build a ChatGPT Clone?

The applications of an AI-powered chatbot are as diverse as they are impactful. 

From providing customer support that never sleeps to personalizing user experiences, chatbots have transcended industries. They streamline information retrieval, automate tasks like identifying cross-selling opportunities and booking appointments, and offer 24/7 accessibility to pertinent information through functionalities such as responding to simple inquiries or helping users navigate a site.

What sets a ChatGPT clone apart is its customizability. Tailoring its responses and personality to match your brand or specific needs gives you a unique edge.

The flexibility to adapt and evolve with changing requirements is invaluable in today's dynamic business landscape.

As more businesses and individuals recognize the benefits of integrating AI into their operations, building your own clone not only offers a competitive advantage but also an opportunity to stay ahead in a rapidly evolving field.

In short, building a ChatGPT clone isn't just a choice; it's a strategic decision that opens doors to innovation and efficiency.

How to Build Your Own ChatGPT Clone

From concept to creation, this step-by-step guide will teach you how to build your own ChatGPT clone using WeWeb’s no-code platform. 

Step 1: Create a new project using our chatbot template

After creating your free WeWeb account, kickstart your ChatGPT clone by creating a new project using our chat template titled Template GPT.

Create new WeWeb project

Step 2: Design your own chat interface

Once you have selected your template, hover your mouse over the project and click Open Editor

From there, you can begin designing your clone’s user interface. 

You can click on the template’s various elements to style them, add buttons, and loader icons.

You have the ability to customize your chat interface by adding functionalities and changing its appearance.

To change the background color of your chatbot, for example, you would:

  1. Click the Home button on the left hand side in the Pages menu
  1. Click Container
  1. Navigate to the right side of the page and click the Background dropdown
  1. Click Color
  1. Choose your background color using the Color Picker pop-up

Step 3: Connect your new interface to OpenAI

For the purposes of this article, we chose to demonstrate with our OpenAI plugin. However, note that you could connect the WeWeb frontend of your GPT clone with the AI service of your choice. 

Connecting your chat interface to OpenAI (or another similar service) is crucial to bring your chatbot to life and allow you to configure intelligent responses to user queries. 

This is a complex task, but don’t worry—we’ll break it down for you step by step. You can also learn how to do this by watching our video tutorial.

1. Obtain an API Key

You'll need an OpenAI API key to access OpenAI's language models. If you don't have one, visit OpenAI's website, sign up for an account, and follow these steps:

  • Once you have created an account, hover over the OpenAI logo located in the menu on the left side of the page
  • Click API Keys
  • Click Create New Secret Key
  • Name your API Key and click Create Secret Key
  • Copy your Secret Key and save it somewhere safe—it will not be stored in your OpenAI account

2. Set Up OpenAI Integration

  • In your WeWeb chatbot, click Plugins on the menu at the top of the page
  • On the left side, select Extensions, then choose OpenAI. In the pop-up, click Add, then Edit Configuration.
  • Enter your API Key
  • Add prompts and click Save when done
  • Return to the Home menu, click Actions, then Ask OpenAI. From here, you can customize your chatbot’s responses.

3. Display OpenAI's Response

Once you receive a response from the OpenAI API, you can display it in your WeWeb chat interface. You may need to parse and format the response to fit your design.

4. Testing and Integration

Testing your new chatbot is essential for ensuring it functions seamlessly, offers user-friendly interactions, and is error-free. 

This phase involves examining the chatbot's responses, verifying that it understands user input, and identifying and rectifying any glitches or inconsistencies. 

  • To test your chatbot, switch from editing mode to preview mode using the icon that looks like an eye at the top right of the page
  • Scroll down and begin engaging with your chatbot by inputting various queries and commands. Check them for accuracy, relevancy, and coherence.
  • Return to editing mode to make and save changes as necessary

Step 4: Make your chatbot unique

Giving your chatbot a distinct personality, a unique style of responses, and a front end design that suits your needs is what will set it apart from other platforms. 

A unique chatbot leaves a lasting impression while providing its users with the tools and resources they need to succeed.

Next Steps for Your ChatGPT Clone

As you look to the future, there are numerous opportunities for improving and expanding the capabilities of your chatbot, such as:

Advanced Training

Continuously train your chatbot to handle a broader range of queries, improving its ability to provide meaningful responses. 

For example, at WeWeb, we regularly train our Copilot model to include new topics from the community, new YouTube tutorials, and updated user documentation articles.

WeWeb Copilot in action


Implement user-specific personalization to make interactions more tailored and engaging.

This could be accomplished by having users make profiles so the chatbot can adjust to their behaviors and preferences.

For example, at WeWeb, our Copilot has a full understanding of the user app's context and can provide answers based on that context. 

Personalized answer of WeWeb Copilot

Data Analysis

Leverage data analytics to gain insights into user behavior and preferences—such as conversation flow and user sentiment—allowing you to refine your chatbot's performance.

For example, you could add like and dislike buttons on each answer to evaluate how helpful the results were for your users. Alternatively, you could monitor when users click on a “Retry” button versus when they choose to use the answer provided by the chatbot:

Analyse how users interact with answers

With a commitment to staying proactive and adaptable, your ChatGPT clone will maintain its relevance by keeping up with evolving demands and delivering value to its users.

Get Started on Your No-Code Journey With WeWeb

Building a ChatGPT clone with WeWeb opens a world of possibilities in the realm of conversational AI. 

With WeWeb's user-friendly platform and the limitless potential of customization, you can create a chatbot that not only meets your specific goals but also stands out in a crowded field. 

Sign up for WeWeb today and embark on your journey to create a unique and intelligent ChatGPT clone that will impress and engage your audience!

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Sign up now, pay when you're ready to publish.