Explore the Python packages driving OpenAI’s ChatGPT Code Interpreter. Code Interpreter & Python Packages ChatGPT’s Code Interpreter executes Python code, powered by a multitude of Python packages. Python, with its vast array of packages, facilitates a diverse range of projects. Here’s a glimpse into the possibilities: Data Analysis and Visualization: Analyze and visualize your data …
Optimizing the Plugin Prompt—the generated interface that explains your plugin to ChatGPT—can significantly enhance your ChatGPT plugin’s performance. In this blog post, we’ll dive into how ChatGPT Plugins compile your OpenAPI specification and ai-plugin.json files into a Plugin Prompt. We’ll also explore strategies for optimizing the available space in the prompt, resulting in more accurate and contextually …
Mastering ChatGPT Plugins: Optimizing Prompt Space in the Dynamic Plugin Prompt Read More »
Hey there! Are you interested in building ChatGPT plugins? Well, you’ve come to the right place! We’re going to explore the exciting world of plugin development together in a way that’s super easy to understand. Ready? Let’s dive in! Think of ChatGPT plugins as fun little add-ons that give ChatGPT some extra powers. To create …
Building ChatGPT Plugins: A Fun and Simple Guide for Developers Read More »
Imagine you’re building a chatbot using OpenAI’s GPT-3.5-turbo, and you need it to extract specific information from users, asking one question at a time. Seems simple, right? But sometimes, crafting the perfect prompt to achieve this goal can be tricky. In this case study, we’ll explore how one client tackled this challenge and achieved the …
A few months ago, I tested the abilities of text-davinci-003 and ChatGPT to create SVG images. The results were promising but not all that impressive. Enter GPT-4. After conducting multiple experiments and reviewing the examples provided above, it’s clear that GPT-4 has significantly improved the quality and capabilities of SVG generation compared to its predecessor, …
One of the most sought-after AI systems is one where you can easily query a knowledgebase via a ChatGPT-like interface. Basic Q&A with Embeddings Since you can’t fine-tune the newer, more conversational models like the ChatGPT API, embeddings are how you “train” them on your proprietary knowledge base. To create your embedding system, you must …
Q&A with ChatGPT + Embeddings – Basic & HyDE Examples Read More »
Importance of ChatML Language Roles in ChatML The system role Example ChatML The following is an example of ChatML in the JSON format: This example demonstrates the few-shot learning prompt using names in the system role: References
Did someone forget to update the description of max_tokens? The description claims that it’s 4096 tokens, disagreeing with the “Defaults to inf” text in the heading. A mistake, a hint of what’s to come, or both?
Making the Most of ChatGPT with Templates Is your workday feeling overwhelming? Are you looking for ways to help streamline and optimize the way your team works? ChatGPT can make all this achievable – and it’s easy! All you need are templates. Templates are pre-defined text blocks that allow you to quickly construct messages or …
Maximize Productivity with ChatGPT & Template-driven Conversations Read More »
As an entrepreneur and consultant, I’ve spent years designing systems and implementing machine learning (ML) strategies using pre-trained models like those provided by OpenAI. During this time, I’ve talked to many business leaders seeking to improve their businesses with artificial intelligence (AI) and have encountered a few common misconceptions about what Large Language Models (LLMs), …
Common Misconceptions about the Capabilities of ChatGPT & Large Language Models (LLM) Read More »
