OpenAI/ChatGPT API in Practice — Content Project Overview Get OpenAI API Key Setup Python Environment Backend: OpenAI + Flask Frontend: ChatGPT4 Test our App Conclusion Project Overview In this article, we will build a web app with the primary purpose of guiding you through the process of integrating ChatGPT into your own app and creating various applications on…

A Brief Introduction and Use Cases of ChatGPT Plugins — We’ve got to be amazed at the releasing speed of OpenAI. OpenAI has developed plugins that enable ChatGPT to interact with third-party applications, enhancing its capabilities and allowing it to perform a wide range of actions. The plugins allow ChatGPT to retrieve real-time and knowledge-base information or perform actions on…

A brief summary and key takeaways from the chatGPT 4 release — In this week, OpenAI has just released ChatGPT4 (full demo here), and again, it stormed the world with another mind-blowing iteration. The model has shown improvements in factual correctness and steerability, making it easier to change its behavior based on user requests. Here is a brief summary of the key…

One of the hottest jobs in generative AI — Have you ever felt like your conversations with chatbots are frustratingly unproductive? Like they never quite understand what you’re asking, or they give you irrelevant responses that leave you scratching your head? Well, you’re not alone. Recently, prompt engineering has become an increasingly popular word since ChatGPT has taken the…

QuickStart on Using ChatGPT API and Things to Notice — Introduction Finally, after all this time, ChatGPT has finally released its official API, which would make all previous hacking ways obsolete. I have previously written an article of some third-party hacking tools to incorporate chatGPT into an application. …

How to use Bayesian A/B Testing Efficiently — In my earlier post, I talked about the fundamentals of Bayesian A/B testing and described how it is able to answer one of the most fundamental questions in all A/B tests — Is treatment better than control? Beyond that, I have also left a few unanswered questions that you might…

Minimal Theory to Understand and Use Bayesian A/B Testing — I have reviewed a few blogs online in hopes of understanding Bayesian A/B testing, but found them either too advanced, jumping to some conclusions abruptly, or too simplistic, either way, are not giving me enough confidence to actually understand and apply it. In this post, I will try to give…

Understand ResNet by Building One — Problem with Deep Neural Network As a neural network goes deeper and deeper, theoretically, it would perform better at least on the training set, but in practice, the performance does not go better with a deeper network. …

Practical Examples of Using ChatGPT SDK — You might have already used or heard about ChatGPT when you are reading this. It is a chatbot language model developed by OpenAI. And from my personal experience, I was quite amazed by many of its functionalities. Overall, it can write essays, and stories, solve coding problems, debug your code…