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 »
I’m excited to share a powerful method for accurately summarizing large documents that exceed the input size limit of GPT-4. I’ve designed a diagram to visually illustrate this approach, which leverages embeddings to check the semantic similarity of summarized blocks (chunks). This iterative process ensures that each block reaches a desired similarity threshold before being …
Enhancing Large Document Summarization with Embeddings and Semantic Similarity Read More »
In recent years, the rapid advancement of artificial intelligence (AI) has transformed various industries, from healthcare to finance. The legal field is no exception, as more and more law offices and attorneys are beginning to explore the potential applications of Generative AI, like ChatGPT, to streamline their practices and enhance their services. In this blog …
How Attorneys and Law Offices can utilize Generative AI like ChatGPT Read More »
Advancements in artificial intelligence have ushered in a new era of possibilities and challenges for businesses across industries. With the recent development of GPT-4, researchers are beginning to ask if this is the beginning of artificial general intelligence (AGI). If so, business leaders need to understand the far-reaching implications of this groundbreaking technology. This research …
Is GPT-4 a “Spark” of Artificial General Intelligence? A New Era for Business Innovation 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 …
I want to expand on the recent eye-opening piece Why every Fortune 500 business needs a Chief AI Officer (CAIO). Dylan Fox makes it crystal clear that even the giants of the business world can’t afford to rest on their laurels when it comes to AI. If they need a CAIO to stay competitive, you can …
Why Your Medium-Sized Business Needs a Chief AI Officer Read More »
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 »
With the global AI market expected to reach $1.6 Trillion by 2030, it’s more important than ever to understand how to evaluate the impact and value of AI systems. So, how do you measure the value of an AI system? It’s a complex question, but some key factors can help you determine the valuation of an …
Beyond Time Savings: Evaluating the Full Value of AI Systems Read More »
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 »
