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22.12.2025 − 28.12.2025
Habr
NikoCerens @ Habr Β· 12/22/2025 16:27 EDT

Π’ΠΎΡ‚ самый 19-Π»Π΅Ρ‚Π½ΠΈΠΉ Β«Π²ΠΈΠ·ΠΈΠΎΠ½Π΅Ρ€Β»: ΠΏΠΎΠΊΠ°Π·Ρ‹Π²Π°ΡŽ Π°Ρ€Ρ…ΠΈΡ‚Π΅ΠΊΡ‚ΡƒΡ€Ρƒ своСго AI-Π±ΠΎΡ‚Π° для ΠΌΠΈΠΊΡ€ΠΎ-обучСния (n8n + Supabase + OpenAI)

Π’ ΠΏΡ€ΠΎΡˆΠ»ΠΎΠΌ постС ΠΌΠ½Π΅ ΠΏΡ€Π΅Π΄Ρ€Π΅ΠΊΠ»ΠΈ ΡΡƒΠ΄ΡŒΠ±Ρƒ старухи Ρƒ Ρ€Π°Π·Π±ΠΈΡ‚ΠΎΠ³ΠΎ ΠΊΠΎΡ€Ρ‹Ρ‚Π°. ΠšΠΎΠΌΠΌΠ΅Π½Ρ‚Π°Ρ‚ΠΎΡ€Ρ‹ справСдливо Π·Π°ΠΌΠ΅Ρ‚ΠΈΠ»ΠΈ: Β«Π’ΠΈΠ·ΠΈΠΎΠ½Π΅Ρ€ Π±Π΅Π· Ρ…Π°Ρ€Π΄-скиллов - это просто ΠΌΠ΅Ρ‡Ρ‚Π°Ρ‚Π΅Π»ΡŒΒ». Π― ΠΎΠ±Π΅Ρ‰Π°Π» Π½Π΅ ΡΠΏΠΎΡ€ΠΈΡ‚ΡŒ, Π° ΠΏΠΎΠΊΠ°Π·Π°Ρ‚ΡŒ Ρ€Π΅Π·ΡƒΠ»ΡŒΡ‚Π°Ρ‚. ВрСмя ΠΏΡ€ΠΈΡˆΠ»ΠΎ.Π£Π±ΠΈΡ€Π°Π΅ΠΌ Π»ΠΈΡ€ΠΈΠΊΡƒ, достаСм «мясо». Π’Π½ΡƒΡ‚Ρ€ΠΈ - ΠΏΠΎΠ»Π½Ρ‹ΠΉ Ρ€Π°Π·Π±ΠΎΡ€ Π°Ρ€Ρ…ΠΈΡ‚Π΅ΠΊΡ‚ΡƒΡ€Ρ‹ AI-ΠΏΠ»Π°Ρ‚Ρ„ΠΎΡ€ΠΌΡ‹ Π½Π° n8n + Supabase + OpenAI: ΠΊΠ°ΠΊ Ρ€Π΅Π°Π»ΠΈΠ·ΠΎΠ²Π°Ρ‚ΡŒ Ρ€Π΅ΠΊΡƒΡ€Ρ€Π΅Π½Ρ‚Π½Ρ‹Π΅ ΠΏΠ»Π°Ρ‚Π΅ΠΆΠΈ, SRS-систСму ΠΏΠΎΠ²Ρ‚ΠΎΡ€Π΅Π½ΠΈΠΉ ΠΈ Π³Π΅Π½Π΅Ρ€Π°Ρ†ΠΈΡŽ PDF-Π΄ΠΈΠΏΠ»ΠΎΠΌΠΎΠ², Π½Π΅ написав ΠΈ сотни строк ΠΊΠΎΠ΄Π° Π²Ρ€ΡƒΡ‡Π½ΡƒΡŽ. Π‘ΠΌΠΎΡ‚Ρ€Π΅Ρ‚ΡŒ Π°Ρ€Ρ…ΠΈΡ‚Π΅ΠΊΡ‚ΡƒΡ€Ρƒ ΠΈ Β«ΠΌΠ°ΠΊΠ°Ρ€ΠΎΠ½Ρ‹Β» n8n Read more β€Ί

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Habr
lukyanchikov @ Habr Β· 09/20/2020 16:33 EDT

InterSystems IRIS – the All-Purpose Universal Platform for Real-Time AI/ML

Author: Sergey Lukyanchikov, Sales Engineer at InterSystemsChallenges of real-time AI/ML computations We will start from the examples that we faced as Data Science practice at InterSystems:A β€œhigh-load” customer portal is integrated with an online recommendation system. The plan is to reconfigure promo campaigns at the level of the entire retail network (we will assume that instead of a β€œflat” promo campaign master there will be used a β€œsegment-tactic” matrix). What... Read more β€Ί

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Habr
Dudarion @ Habr Β· 09/20/2020 05:35 EDT

How I’m creating a digital mini-guitar

In this article, I’ll try to describe roughly how I’m creating a device, from the idea to realization of the usable prototype. My name is Dmitriy Dudarev. I develop electronics, and really enjoy creating different portable devices. I also enjoy music. Half a year ago, I borrowed acoustic guitar from my friend, so that I could learn to play it from lessons on Youtube and tablatures. It was a hard... Read more β€Ί

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Habr
HMS-service @ Habr Β· 09/18/2020 05:28 EDT

Как с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ возмоТности распознавания тСкста HUAWEI ML Kit Ρ€Π΅Π°Π»ΠΈΠ·ΠΎΠ²Π°Ρ‚ΡŒ Ρ„ΡƒΠ½ΠΊΡ†ΠΈΡŽ автоматичСского Π²Π²ΠΎΠ΄Π° Π½ΠΎΠΌΠ΅Ρ€ΠΎΠ²

## ΠžΠ±Ρ‰Π°Ρ информация Π’ ΠΏΡ€Π΅Π΄Ρ‹Π΄ΡƒΡ‰Π΅ΠΉ ΡΡ‚Π°Ρ‚ΡŒΠ΅ ΠΌΡ‹ рассказали ΠΎ Ρ‚ΠΎΠΌ, ΠΊΠ°ΠΊ с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ возмоТности распознавания тСкста HUAWEI ML Kit ΡΠΎΠ·Π΄Π°Ρ‚ΡŒ Ρ„ΡƒΠ½ΠΊΡ†ΠΈΡŽ привязки банковских ΠΊΠ°Ρ€Ρ‚. ΠŸΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚Π΅Π»ΡΠΌ достаточно Π·Π°Π³Ρ€ΡƒΠ·ΠΈΡ‚ΡŒ Ρ„ΠΎΡ‚ΠΎΠ³Ρ€Π°Ρ„ΠΈΡŽ своСй ΠΊΠ°Ρ€Ρ‚Ρ‹, ΠΈ ΠΏΡ€ΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠ΅ автоматичСски распознаСт всю Π²Π°ΠΆΠ½ΡƒΡŽ ΠΈΠ½Ρ„ΠΎΡ€ΠΌΠ°Ρ†ΠΈΡŽ. Π­Ρ‚ΠΎ Π·Π½Π°Ρ‡ΠΈΡ‚Π΅Π»ΡŒΠ½ΠΎ ΠΎΠ±Π»Π΅Π³Ρ‡Π°Π΅Ρ‚ Π²Π²ΠΎΠ΄ Π΄Π°Π½Π½Ρ‹Ρ… банковской ΠΊΠ°Ρ€Ρ‚Ρ‹. Но ΠΌΠΎΠΆΠ½ΠΎ Π»ΠΈ ΡΠ΄Π΅Π»Π°Ρ‚ΡŒ Ρ‚ΠΎ ΠΆΠ΅ самоС со счСтами ΠΈ скидочными ΠΊΡƒΠΏΠΎΠ½Π°ΠΌΠΈ? ΠšΠΎΠ½Π΅Ρ‡Π½ΠΎ, ΠΌΠΎΠΆΠ½ΠΎ! Π’ этой ΡΡ‚Π°Ρ‚ΡŒΠ΅ ΠΌΡ‹ ΠΏΠΎΠΊΠ°ΠΆΠ΅ΠΌ Π²Π°ΠΌ, ΠΊΠ°ΠΊ с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ возмоТности распознавания тСкста... Read more β€Ί

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Habr
S0mbre @ Habr Β· 09/17/2020 22:00 EDT

[Translation] Crime, Race and Lethal Force in the USA β€” Part 1

Do the police in the US really shoot black people more often than white people? Is use of lethal force connected with race? How is crime related to race? What are the odds of getting shot by the police if you are white and if you are black? We're taking public data and python with pandas to shed some light on these questions, propaganda and politics set far aside.Read more... Read more β€Ί

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Habr
S0mbre @ Habr Β· 09/17/2020 22:00 EDT

[Translation] Crime, Race and Lethal Force in the USA β€” Part 2

In the previous part of this article, I talked about the research background, goals, assumptions, source data, and used tools. Today, without further ado, let's say together…Read more β†’ Read more β€Ί

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Habr
snakers4 @ Habr Β· 09/17/2020 12:48 EDT

We are proud to announce that we have built from ground up and released our high-quality (i.e. on par with premium Google models) speech-to-text Models for the following languages:English; German; Spanish; You can find all of our models in our repository together with examples, quality and performance benchmarks. Also we invested some time into making our models as accessible as possible β€” you can try our examples as well as... Read more β€Ί

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Habr
Token2 @ Habr Β· 09/15/2020 09:11 EDT

Molto-2 β€” a USB programmable multi-profile TOTP hardware token

About a year ago, we released Token2 Molto-1, the world's first programmable multi-profile hardware token. While Molto-1 is still the only solution of its kind currently available on the market, we will be soon releasing a new variation of a multi-profile hardware token, in a different form-factor and with a different set of features available.While Molto-1 has its advantages, there were some shortcomings that we wanted to address, for example,... Read more β€Ί

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Habr
KvanTTT @ Habr Β· 09/12/2020 06:36 EDT

[Translation] How to write Palindrome Polyglot Quines

I offer a solution to one beautiful task β€” writing code that outputs its text is valid for interpreters and compilers of different languages and is correctly executed when reversing its sources.Not so long ago I learned about code that can be both interpreted in PHP and compiled to Java: PhpJava.java. As it turned out, this idea is not new: code which is valid for several compilers or interpreters is... Read more β€Ί

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Habr
olku @ Habr Β· 09/10/2020 13:46 EDT

Transatlantic Privacy is Over

In July 2020, the European Court of Justice invalidated an exchange of the personal data between the European Union and the United States. The times of the Safe Harbor and the Privacy Shield are over. Now what? Read more β†’ Read more β€Ί

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Habr
Shapelez @ Habr Β· 09/10/2020 11:54 EDT

The 2020 National Internet Segment Reliability Research

The National Internet Segment Reliability Research explains how the outage of a single Autonomous System might affect the connectivity of the impacted region with the rest of the world. Most of the time, the most critical AS in the region is the dominant ISP on the market, but not always. As the number of alternate routes between AS’s increases (and do not forget that the Internet stands for β€œinterconnected network”... Read more β€Ί

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Habr
siyacarla @ Habr Β· 09/10/2020 07:29 EDT

How Data-Driven Insights Help In Better Decision Making

Sales and operations go hand in hand if you wish success for your organization. Even a hint of compromise in any of the aspects could be the reason for the downfall for your business, which is a scenario that no one would welcome. Keeping such a situation at a distance is possible if you have a data-driven business strategy. Read more β†’ Read more β€Ί

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Habr
alconost @ Habr Β· 09/10/2020 05:13 EDT

Why Should You Analyze Your Competitors When Planning an SEO Campaign?

Before offering any options of cooperation to our new client, we conducted a free preliminary analysis of competitors' strategies, as well as a review of search demand. We managed to surprise the client already at this stage. Real Competitors’ Websites Analysis CaseRead more β†’ Read more β€Ί

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Habr
camunar @ Habr Β· 09/09/2020 14:12 EDT

[Translation] Deutsche Telecom: Π Π°Π·Π΄Π΅Π»Π΅Π½ΠΈΠ΅ ΠΌΠΎΠ½ΠΎΠ»ΠΈΡ‚Π° c Camunda

Π£Π·Π½Π°ΠΉΡ‚Π΅, ΠΊΠ°ΠΊ Deutsche Telecom ΠΏΠ΅Ρ€Π΅ΡˆΠ»Π° ΠΎΡ‚ каскадной Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚ΠΊΠΈ ΠΌΠΎΠ½ΠΎΠ»ΠΈΡ‚Π½ΠΎΠ³ΠΎ прилоТСния ΠΊ Π³ΠΈΠ±ΠΊΠΎΠΉ Π°Ρ€Ρ…ΠΈΡ‚Π΅ΠΊΡ‚ΡƒΡ€Π΅ Π½Π° основС микросСрвисов. Read more β†’ Read more β€Ί

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Habr
amartology @ Habr Β· 09/09/2020 04:01 EDT

Common misconceptions about space-grade integrated circuits

Space exploration was always fascinating, and recent developments have reignited the interest to the heights never seen since the last man stood on the Moon. People argue about Mars exploration and features of spaceships as their grandparents would’ve done if the internet existed fifty years ago. I’m an electronics engineer working in the aerospace industry, so I know a thing or two about the technical background of this stuff β€”... Read more β€Ί

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Habr
therb1 @ Habr Β· 09/07/2020 08:50 EDT

[Translation] ΠœΠΎΠ½ΠΈΡ‚ΠΎΡ€ΠΈΠ½Π³ микросСрвисов Flask с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ Prometheus

RED ΠΌΠ΅Ρ‚Ρ€ΠΈΠΊΠΈ для flask прилоТСния Π±Π΅Π· усилий.Как Π΄ΠΎΠ±Π°Π²ΠΈΡ‚ΡŒ ΠΌΠ΅Ρ‚Ρ€ΠΈΠΊΠΈ ΠΊΠΎΡ‚ΠΎΡ€Ρ‹ΠΉ Π΄Π°Π²Π½ΠΎ просят DevOps/SRE Π·Π° ΠΏΠ°Ρ€Ρƒ строчСк ΠΊΠΎΠ΄Π°. Π§ΠΈΡ‚Π°Ρ‚ΡŒ Π΄Π°Π»Π΅Π΅ ΠΈ Π΄Π°Π»Π΅Π΅ Read more β€Ί

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Habr
doctorweb @ Habr Β· 09/07/2020 04:54 EDT

The hunt for vulnerability: executing arbitrary code on NVIDIA GeForce NOW virtual machines

Introduction Against the backdrop of the coronavirus pandemic, the demand for cloud gaming services has noticeably increased. These services provide computing power to launch video games and stream gameplay to user devices in real-time. The most obvious advantage of this gaming type is that gamers do not need to have high-end hardware. An inexpensive computer is enough to run the client, spending time in self-isolation while the remote server carries... Read more β€Ί

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Habr
Sneha-321 @ Habr Β· 09/05/2020 09:11 EDT

[From sandbox] How Can AI & Data Science Help to Fight the Coronavirus?

Do you know AI can save us from a worldwide pandemic? Yeah, it's true. Our global researchers have touted these two buzzing technologies can provide a substantial social benefit to this worldwide health crisis.Before I begin, I would like to take this moment to say THANK YOU to all our COVID-19 Warriors standing on the frontline and working day and night for us. We can’t thank them enough. Our healthcare... Read more β€Ί

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Habr
itmo @ Habr Β· 09/04/2020 04:03 EDT

Getting Better at Reading Academic Papers: a Brief Guide for Beginners (Part 2)

Β«Nothing makes you feel stupid quite like reading a scientific journal articleΒ» β€” writes the TV presenter and molecular biologist Adam Ruben. In a way, he's right β€” many of us get lost in the often confusing language of peer-reviewed papers. But the situation does not have to be hopeless. A bit of effort on the readers' part can go a long way. We looked at the techniques actual scientists... Read more β€Ί

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Habr
eugeneovsyannikov @ Habr Β· 09/04/2020 02:47 EDT

Checking QEMU using PVS-Studio

QEMU is a rather well-known application for emulation. Static analysis can help developers of complex projects such as QEMU catch errors at early stages and generally improve quality and reliability of a project. In this article, we will check the source code of the QEMU application for potential vulnerabilities and errors using the PVS-Studio static analysis tool.Read more β†’ Read more β€Ί

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Habr
zhikin2207 @ Habr Β· 09/03/2020 08:16 EDT

Dark code-style academy: line breaks, spacing, and indentation

Hey guys! Let me walk you through the next part of our dark-style code academy. In this post, we will discover some other ways how to slow down the reading speed of your code. The next approaches will help you to decrease maintenance and increase a chance to get a bug in your code. Ready? Let's get started. Read more Read more β€Ί

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