Creating a custom GPT-4 Chatbot

Introduction

In this article, I'll guide you through the process of creating a custom GPT-4 powered chatbot capable of responding to tweets, questions, and various other forms of textual data. This chatbot can be tailored to any personality or format that you prefer, allowing you to create a truly unique AI experience. Let's explore the steps involved in setting up such a chatbot, using an example to illustrate.

Introduction

By following this guide, you can develop a chatbot similar to 'Snoopsteen' on Twitter—a bot that combines the wisdom of Albert Einstein with the flair of Snoop Dogg. Whenever users tweet at this account, it automatically responds in a quirky, rhyming Einstein-esque manner. The chatbot we're going to build can operate in various formats and personalities, giving you the flexibility to make it truly your own.

Tools and Platforms

For this tutorial, we'll use MindsDB, a platform that facilitates the import of existing data and the training of machine learning models using SQL syntax. Although this video tutorial is sponsored by MindsDB, it’s a free and accessible tool.

Step-by-Step Guide

Step 1: Creating and Configuring an Account

1. Sign Up on MindsDB:

   • Visit MindsDB.com and sign up for a free account.
   • Access the Cloud editor where you'll run your queries and set up your models.

2. Set Up the Model:

   • Create a basic machine learning model using MindsDB's built-in capabilities. For instance: