Applications leveraging LLMs are fundamentally software, and like any quality software, they should be rigorously tested. Of course, the type of testing you want to employ will depend on the type of job you are doing with LLMs. Working closely with models will require a different type of testing than
I have been creating interactive text message applications since 2015. The first one that I made was a magic eight ball. Text any question and it would reply with one of twenty answers that exactly mirrored the classic children's toy. I made it in a weekend and at
Artificial intelligence is no longer a futuristic concept—it’s here, reshaping industries and changing the way we work, communicate, and solve problems. But while AI’s potential is undeniable, its success hinges on how effectively it meets real user needs.
Systems that use large language models (LLMs) are everywhere these days, enabling interactions that would have seemed like science fiction just a few years ago. These models are great at generating human-like text, and they’re improving every day. However, understanding and mitigating the risks in these applications is more
Twelve years ago, I generated and printed slices of a "sinc" map and made something that was described on facebook as "fucking boss". I even got featured on a random greek blog. 💪 IIRC correctly, the typo I was talking about is that the LHS should be
AI has gone mainstream, and OpenAI's ChatGPT is ushering in a wave of new applications layered on top of one of the most exciting APIs that indie hackers have ever had to play with. Many of these apps are just shallow wrappers over OpenAI's technology, offering
The OpenAI Assistants API streamlines the management of conversational AI by abstracting message handling, making it easier for developers. The API revolves around three key concepts: Assistants (customized AI models with specific instructions and tools), Messages (conversation content with roles), and Threads (conversations with a unique ID for context). It
🤯HTMX is a javascript library that lets you build dynamic web pages without using JavaScript (unless you want to). What this covers: * Introduction * Installation and Basic Usage with Examples * Community and Ecosystem * Security Considerations When I first learned HTML and started building simple websites it was liberating. It felt empowering
GPT-4 with Vision, or gpt-4-vision-preview in the API, is a new(ish) model from OpenAI that can answer questions about images. I'll take a look at what it can do, show you how to the generated descriptions for easy full text search, and share the code for everything.
Do you use Ghost 👻 for your website / newsletter and want more control over the visual presentation of your content? If you ever want to customize the default themes offered in ghost or even build your own, I'll show you how to set up a local development environment with
I created the same book twice. Once using humans, and again using ChatGPT. Four years ago I commissioned 13 strangers to ghost write a book called Machete Mindset for me in under two weeks. This year, I asked ChatGPT to do the same thing. If you are interested in seeing
This is the fastest way I have found to create an eBook. I use a one-line script to generate an epub file (currently the most popular format and will work on any device that has an e-reader). It's very fast and is a big time saver if you
For an entrepreneur, the first sale an acknowledgement from the world. Your first sale is solid ground underneath your feet to build upon. You should want to get there as quickly as possible. In this concise guide, I'm going to walk you through launching a sales page by
My journey at Neofinancial has been an exhilarating blend of late-night coding sessions, critical deadlines, and a relentless pursuit of innovation that catapulted us into the Canadian fintech spotlight.
I attended "Big Data in the Fall Classic - How the Texas Rangers gained a competitive edge through big data" and I want to share with you what I learned. The conversation was with two members of the Texas Rangers R&D team: Alexander Booth, the Assistant
I was doing some local archaeology on my laptop, and I discovered a gem from five years ago (just before I started my last job). I wanted to give react a test run before I started using it professionally at work, and this is the first react code that I
Ghost allows you to inject arbitrary code / html into any post. You can do this by using the code injection feature, and enclosing your code in a <script> tag. We can use code injection to add interactivity to regular html elements. A particularly fun one to play with