New Year, New You? Come join us on a 30-day Programming Challenge and level up your Python programming skills! — This took off more than I expected! We’ll be hosting another one soon, sign up to stay updated here → https://forms.gle/sFEN2vFcMhfLisW4A Want to increase your AI knowledge? Come join us for an Applications of AI and AI Infrastructure Web Conference in January! → https://forms.gle/LFWA4xUBjb7maFs27

Beginners who want to get into the software field often get programming and software engineering mixed up. These are not the same thing. Programming is a part of software engineering. Software engineering on the other hand, encompasses so much more than programming. …

TL;DR: Transforming an input with a function that can be updated — Machine learning has been around since the late 1950s. One of the first types of machine learning algorithms to be defined was the binary classifier. As the name suggests, these classifiers produce either a 1 or a 0, a yes or a no, or a true or a false as…

TL;DR: AI/ML = ways to find patterns in data — LLMs have once again bubbled artificial intelligence (AI) and machine learning (ML) to the forefront of technology. Machine learning is the subset of the broader category of AI. In terms of industry, the term is often used interchangeably with AI, and Big Data. Why? Because at the end of the…

TL;DR: Data + Architecture = Model — If you get around AI/ML people for long enough, eventually you’ll hear something about a model. They’re not talking about the kind of model blowing clouds on the runway, but the kind that runs in the cloud. …

TL;DR: RAG for Facts, Fine Tuning for Style — If you’ve been working with LLMs over the last few months, you’ve probably heard that RAG is best for fact finding and Fine Tuning is best for output styling. If you haven’t, well, you have now. Let’s explore how these two methods work so we get an intuition for their…

Have you seen the parrot + chain emoji popping up around AI lately? Those are LangChain’s signature emojis. LangChain is an AI Agent tool that adds functionality to large language models (LLMs) like GPT. In addition, it includes functionality such as token management and context management. For this getting started…

Discover the benefits of Persistent Vector Storage and optimize your data storage strategy. — Disclaimer: this article uses LlamaIndex and Milvus, I am an employee at Zilliz, the primary maintainers of Milvus Unless you’ve been living under a rock, you know what ChatGPT is. ChatGPT is powered by GPT, a large language model (LLM) created by OpenAI. The popularity of ChatGPT has garnered mass…

Large language models (LLMs) made a huge splash in the AI scene in 2022 with the release of GPT. Since then, many people have been vying to make the next big thing via LLM applications. Others are making the tools to make LLM applications easier, better, faster, and more robust…