Blog /Technology

You're starting a new RAG project and face a decision that will shape your next 6-12 months: use a framework like LangChain, or build directly with the OpenAI API? The internet offers conflicting advice. X’s threads call LangChain "overkill" and "too much abstraction." Blog posts praise its mature patterns and ecosystem. Your team splits between "let's move fast with the framework" and "we should control our own code."

It starts like this: a user types, “How do I reset my password?” and waits… 25 seconds… 30 seconds… before giving up and emailing support. Behind the scenes, your AI chatbot does have the right answer — but it’s too slow, too costly, and users are walking away. The latest API bill? $5,000, mostly for answering the same dozen questions again and again.

Your AI chatbot may respond quickly, but are its answers correct? Many organizations implementing RAG (Retrieval-Augmented Generation) chatbots discover a frustrating truth: semantic similarity doesn't equal relevance. For example, a user may ask about "implementing zero-trust security architecture in hybrid cloud environments," and the system confidently returns articles about "cloud security," but they discuss basic firewall rules instead of zero-trust principles.

Protecting your website, web application, or CMS system from cyber attacks is critical to maintaining trust and functionality. Do you know how to secure it effectively? Follow our checklist of essential website security best practices in this blog post, and if you're using Drupal, you can apply them all in just 30 seconds with our recipe.

Our previous article on AI terms introduced you to the basic dictionary. In this part, we'll dive into more specialized phrases that will help you understand the technical discourse and enable you to discuss AI systems with more tech-oriented people. You'll also find some explanations of the inner workings of existing AI solutions such as ChatGPT, Stable Diffusion, HuggingFace, etc.

After the „AI revolution of 2022,” there is one simple conclusion – AI isn’t a fad that will go away anytime soon, but it will stay with us for some time. This spawned new positions within the industry and a lot of new phrases. There are many terms when discussing AI. Some of them are self-explanatory, and some can be confusing and unclear. Hopefully, after reading our articles on this topic, you won’t be surprised when someone throws this new terminology at you.

Now that there is no way in the world to perform without the Internet, having a website for your business is a total must. Unmonitored and left to its own devices, however, it can do more harm than good. In this article, we'll outline what dangers your web page faces if you forget to monitor it.

Efficiently running a Drupal website involves more than just content updates and design tweaks. Understanding application monitoring within the Drupal ecosystem is critical to maintaining web page performance and ensuring a seamless user experience. In this guide, you’ll learn about the importance of monitoring, and highlighting key metrics and practical tools.

Is React just a fad or one of the cornerstones in the modern frontend? In our guide, we'll discover how this library can transform your approach to application design. We'll explore its key concepts, practical usage, and best practices necessary for effective IT project implementation.

As a startup owner or a SaaS product developer, you're constantly looking for ways to offer more value to your customers. One effective practice is integrating external solutions into your online product. If you plan to use an email marketing tool for this purpose, consider Mautic – a remarkable open-source marketing automation platform. Here's why choosing this software can be a game-changer for your clients.