Dirk Van Meerveld

Welcome back to part 5 of this tutorial series. In this part, we’ll be looking at simple sentiment analysis using embeddings. For most text classification tasks, fine-tuned machine learning models will do better than embeddings, because they have been meticulously tuned and trained on problem-specific data. There is training data, with the correct answers and […]

Welcome back to part 4 of this tutorial series. In this part, we’re going to be looking at embeddings. What is an embedding? Without getting into too deep into algorithms an embedding is basically a numerical (vector) representation of text that makes no sense to us, but makes sense to the computer and allows it

Welcome back to part 3, where we’ll be doing something mind-blowing yet again! In this part, we will be connecting ChatGPT to a database and then using ChatGPT to extract information from the database using only natural language on the end user’s part. This is a very powerful tool that can be used to create

Welcome to the second part of the tutorial, where we’ll take a deep dive into more complex function calls with parameters, and also look at providing ChatGPT with more than one function at the same time. We will even call multiple functions at the same time within a single ChatGPT call. Course Update Notice With

Hi, and welcome. I’m Dirk van Meerveld, and I’ll be your host and guide for this tutorial series, where we’ll be focussing on OpenAi’s ChatGPT function calls and the embeddings API. Function calls will allow us to make ChatGPT even smarter by giving it access to additional information or our own custom functionality through calling

Hi, and welcome back to part 6 of this tutorial series, where we’ll be looking at the new OpenAI Assistant API, which is where things really get wild. For this part of the tutorial, we’ll be using Jupyter Notebooks, as it’s more practical to code interactively and keep our Python kernel running while we add

Welcome back to part 5, where we’ll take a look at OpenAI’s new text-to-speech API. Text-to-speech is nothing new, the robot voices have been famous for a long, long time. What is new is the quality is so good it’s almost scary now! So let’s jump right in. Create a new folder called ‘5_Text_to_speech’ and

Welcome to part 4, where we’ll be looking at DALLE·3 (hereafter referred to as Dalle) and AI image edits and variations. Dalle 3 is OpenAI’s newest image generation AI and the quality is stunning. Before we get started on the basics, let’s take a moment to discuss the pricing. DALL·E 3 costs $0.04 per image

Welcome back to part 3 of this course, where we’ll be looking at the new ChatGPT 4, named GPT-4 Turbo! GPT-4 Turbo is even more capable and now has a knowledge cutoff of April 2023, making it significantly less behind on its knowledge of current events. GPT-4 Turbo is also 3X cheaper for input tokens

All right, welcome back to part 2, where we’re going to be looking at JSON mode and seeds. This will basically allow us to use only a part of function calls. Namely when the model generates the arguments it wants to use to call the function, it will return these in valid JSON or JavaScript