Build a beautiful-looking GPT Chatbot with Plotly Dash

A step-by-step tutorial to create a well-structured AI Chatbot

Image by undraw

ChatGPT has impressively demonstrated the potential of AI chatbots. In the next few years, such AI chatbots will revolutionise many areas of the economy. Frameworks like LangChain make chatbot development accessible to everyone. But with these frameworks, you only develop the logic of the AI chatbot. The user interface is missing. A web interface is an elegant way to make a chatbot available for everyone.

But how do you create a custom web-based interface? Answering this question is the core of this tutorial.

Here’s a demo of the final GPT chatbot app.

Demo of the AI Chatbot (GIF by authors)

We’ll discuss the following topics:

• Why Plotly Dash?

• Technical requirements

• Project Structure

• Implementation of the AI Chatbot

• Conclusion