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, …
Have you ever wondered how computers can understand complex things like human language or images? The secret is something called “embeddings.” But what are embeddings, and why are they important? In this blog post, we’ll explain embeddings in a simple, easy-to-understand way. What are Embeddings? Imagine you’re trying to explain the concept of an apple …
What are Embeddings: A Simple Guide to Understanding Them Read More »
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 »
Update: Now with GPT-4 and GPT-3.5 support. Hey there, fellow Obsidian users! I’m excited to introduce you to Smart Chat, an amazing new feature of Smart Connections that will revolutionize how you interact with the notes in your Obsidian vault. If you’re unfamiliar with Obsidian, it’s an incredible note-taking platform that helps you store, manage, and connect your …
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 »
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 »
