Load balancing LLM through Nginx
💻 Using Nginx for load balancing LLM chat sessions. There are many examples of connecting LLM models to a Telegram bot, but with a large number of users, there are no…
AI - Articles for May 2025 year
Read interesting articles and reviews for May 2025 year. Analysis of key events in the "AI" sector
How I "broke" DeepSeek
In my previous article[1], I already talked about how I started my acquaintance with artificial intelligence. Back then it was ChatGPT, and now — the Chinese DeepSeek[2].
Why I stopped using AI-based code editors
This article is a translation of a blog post by Luciano Nooijen published on April 1, 2025
How to use neural networks effectively
The neural networks’ consortium is pondering what exactly the user meant in their prompt – at least, that’s how I imagine it)
Personal AI assistant on your data. Part 1: Vector Database ChromaDB + DeepSeek | GPT
Today we’ll talk about a topic that sparks lively interest among many developers and AI enthusiasts — integrating large language models like DeepSeek or ChatGPT with…
Breakthroughs in image generation. What has changed with the advent of multimodal models?
I explain in detail with examples of creating infographics, editing interiors, prototyping websites, and advertising concepts, all done using simple text prompts.
AI and Business Process Transformation: Methodologies and Cognitive Barriers
Companies are increasingly turning to AI to transform their business processes. However, successful AI transformation requires not just automating individual tasks, but…
Development of AI Applications with Effect
This article discusses AI integration packages from Effect—a set of tools designed to simplify working with large language models in modern applications. It describes…
Cookbooks" and LLM development guides
We at MWS have launched a language model aggregator, where you can work with multiple LLMs through a single interface. In MWS GPT, the following models are available:…
Don’t you dare rewrite the code? What do you mean?
Yet again, someone on LinkedIn decided to have some fun. They say Elon Musk has decided to rework the US Social Security software in a new way. Oh dear, what a blockheaded…
Copilot Overview in Xcode on SwiftUI
So, I finally got around to Copilot. I was really curious how exactly it could help me with writing code. So, tekkixocatans, if you’re interested, I invite you to read…
Echo of Eternity
Seryozha died on Wednesday. His avatar was activated on Friday.
Artificial intelligence and motivation: how algorithms teach us to set goals
The creation of machine learning algorithms pursues many goals. One of them is to understand how our brain works, an amazing supercomputer that learns on the fly, predicts…
Replacement of Langchain: How OpenAI Agents SDK Handles Deep Search?
Agents are super buggy. In our company projects, we noticed that Langchain started to perform worse. In multi-agent systems, agents often loop because they don’t understand…
