Papers

Building a modern LLM-powered chatbot application is a complex process that is focused not only on making calls to a model via a user interface. Today, production-ready systems require a robust architecture that includes observability, traceability, configuration management, security controls, and continuous health monitoring. Many teams underestimate these foundational components, focusing solely on prompts or model selection — and as a result, face unpredictable issues, sec

Starting a new career in any domain is always challenging and exciting. In the field of data science, it is even more stressful and...

Let's imagine you decided to use the Large Language model in your application. And immediately after taking this decision, you got a lot...

Today everyone is familiar with the abilities of the ChatGPT. It provides a wide range of features for solving machine learning tasks and...

Testing coding skills is a mandatory part for many companies during the hiring procedure. Data Science interview test usually contains a...