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…
Python Programming: A Comprehensive Guide
Introduction to Python
AI hints in code: cognitive crutches or a productivity jetpack?
AI assistants in programming have burst into developers' daily lives at incredible speed. But what lies behind the convenience? Acceleration or superficial thinking?
Keywording stock images using OpenAI's Batch API
Image attribution is a mandatory step in preparing them for sale on stock photo sites. Each work must have a title, description, keywords, and all of this in English.
Review of the recently released Evo model for genomic data analysis
Let's imagine that you are a novice or experienced bioinformatician, or a mere mortal who wants to delve into the analysis of biological data. Spoiler: bioinformaticians…
Generation of augmented extraction: from theory to implementation of LangChain
From the theory of the original academic paper to its implementation in Python with OpenAI, Weaviate, and LangChain
Practice: my experience of integrating more than 50 neural networks into one project
The article is based on a year and a half of work on implementing neural networks in an open-source web application. It contains practical life hacks for solving real…
FlexiPrompt: Convenient creation of dynamic prompts in Python
This article will be useful for Python developers working with language models.
Topology in neural networks?
This is all we needed.
Migration from Juniper SRX firewall to PaloAlto using python
PaloAlto has a special migration tool called Expedition. It can convert configuration files from various firewalls to PaloAlto. But its source code is closed, you will…
About Raspberry Pi for dummies like me. And what does SONY have to do with AI?
Recently, news about Raspberry has been coming out with enviable regularity. For example, the bot in which I follow news about technology and artificial intelligence…
Setting up Linux for training models with GPU
Setting up a Linux PC for training models on GPU. The article provides links to scripts written to simplify the process of setting up a GPU PC on Linux for training machine…
Echo Digest: Linus Torvalds' timeless advice
Sam Altman released a note on the future of AI; Mikron developed the first domestic UHF chip for RFID tags with a reading range of up to 14 meters; The ten most promising…
Detection of DGA domains or a test task for the position of intern ML-engineer
In this article, we will consider a simple task that is used by one company as a test task for interns for the position of ML-engineer.
Echo Digest: advantages and disadvantages of o1-mini compared to Sonnet 3.5
Prompt for the "God of Automation"; Russian company "Module" presented a high-performance computing module NM Quad; Demonstration of the process of hacking and gaining…
Echo Digest: from Russian laptops to remote surgery
Overview of the latest achievements in technology: Russian laptops on Elbrus, breakthroughs in telemedicine, innovations in ADHD treatment, and AI development in various…
The Holy War of Programming Languages or the Experience of an Unsuccessful Move from Python to Golang
What prompted me to switch to Golang? At that time, I was using Python version 2.7.9 — this was around 2017. Then Python 3 was released. It turned out that despite many…
SolriXML: Rays of light in the dark forest of XML data
In this article, I will tell you how SolriXML automates the processing of XML files, transforming complex data structures into user-friendly formats. When it comes to…
Camera without a lens: how Stable Diffusion captures reality
Finally, you can buy a camera without a lens, not set adequate ISO, shutter speed, and just observe the results.