Apple vs. Web Apps: Why Open Web Advocacy Is Fighting Back

Open Web Advocacy (OWA) is a non-profit organization founded by two brothers, Alex and James Moore, who run a web development services company in Australia. They’re up in arms about Apple’s decision to effectively withdraw support for progressive web apps (PWAs) in Europe, as a way to comply with the European Union’s Digital Markets Act … Read more

Writer.com’s Graph-Based RAG Alternative to Vector Retrieval

Retrieval-Augmented Generation (RAG) is the most common method of integrating a pre-trained large language model (LLM) with an external data source; an important factor in creating enterprise AI applications. After all, what’s the point of an organization using an LLM if it can’t utilize its own unique — and probably proprietary — data set? RAG … Read more

Gemma: Google Takes on Small Open Models Llama 2 and Mistral

Today Google is announcing two new AI models: Gemma 2B and Gemma 7B. Each of the models is released “with pre-trained and instruction-tuned variants.” In a press briefing, Tris Warkentin, the director of Google DeepMind, described the new models as “a new family of state-of-the-art smaller models, which will enable developers to do research and … Read more

Remix Takes on Next.js in Battle of the React Frameworks

The JavaScript frameworks Remix and Astro are currently getting a lot of buzz as simpler alternatives to Next.js, the dominant framework of the React era. Of the two upstart frameworks, Remix is more of a direct competitor to Next.js, since they are both based on the React library (Astro is framework-agnostic, so you can use … Read more

How Devs Can Use Postgres Extensions, Including for AI Apps

PostgreSQL (typically called Postgres) is a popular free and open source relational database. It’s attracted a lot of extensions and third-party tools over the years, which has inspired a company called Tembo to build a “Postgres as a Platform” service — a kind of marketplace for Postgres extensions and other tools. The goal is to … Read more

More than an OpenAI Wrapper: Perplexity Pivots to Open Source

The AI search engine Perplexity has been getting a lot of buzz recently as an alternative to ChatGPT. Unlike ChatGPT, Perplexity provides citations by default for the information it delivers. That single feature has become crucial in generative AI, given the ongoing hallucination issue with this technology. Accordingly, Perplexity has become a surprisingly strong player … Read more

AI Engineering in 2023: The LLM Stack and New AI Dev Tools

Using large language models (LLMs) in application development has been one of the biggest trends in technology this year. It began with companies using OpenAI’s proprietary models via its API, but by the end of 2023 there were a plethora of different LLMs to choose from — including open source LLMs that developers can directly … Read more