by Kordian | Nov 3, 2025 | AI, General, Python
I’m excited about Small Language Models (SLMs), which essentially means AI on your own computer or within your infrastructure. The promise is tempting: full data privacy, zero API costs, and operation on your own hardware. But how does this promise hold up when...
![RAG is Not Magic. How to Build a Document Processing System That Actually Works [Tutorial]](https://kordianzadrozny.pl/wp-content/uploads/2025/10/Gemini_Generated_Image_s4tu75s4tu75s4tu-1024x675.png)
by Kordian | Oct 25, 2025 | AI, Python
A few words on RAG. The promise is tempting: “connect” a chatbot to your database of PDF documents, and it will answer questions about them. In theory, it works. But it often fails. Why? Because in 90% of cases, RAG systems fail not at the generation...
by Kordian | Sep 22, 2025 | SPACE, AI, Python
Hi, I’m Kordian. For over twenty years, the world of IT has been my natural environment. On a daily basis, I lead an IT team and design and build information systems. But when the workday ends, my passion for technology doesn’t. I’ve always been...
Recent Comments