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Изворен канал @pythonotes · Post #335 · 29 мар.

В Linux стандартными средствами можно использовать часть оперативной памяти как диск. Для этого требуется указать тип монтирования tmpfs в команде mount mount -t tmpfs -o size=5G tmpfs /mnt/ram Теперь путь /mnt/ram можно использовать как обычный каталог. Для чего это может быть нужно? ▫️ Скорость работы с таким каталогом выше чем многие SSD и тем более HDD. ▫️ Если у вас очень быстрый SSD на NVMe M.2 то такой способ особо не прибавит вам скорости, но поможет сохранить ресурс SSD когда требуется обрабатывать очень много мелких файлов и оперативка позволяет выделить нужный объем. ▫️ Оперативка это энергозависимая память, поэтому выключении питания все файлы безвозвратно теряются. Такой "non persistent" каталог гарантирует удаление временных файлов. Я написал небольшой скрипт для условного теста и сравнения скорости копирования файлов между SSD и RAM. Вот мои результаты: Single File Size: 30.0Gb ssd > ssd: 0:00:12.850 / 2.3Gb/s sdd > ram: 0:00:06.453 / 4.6Gb/s ram > ram: 0:00:06.995 / 4.3Gb/s ram > sdd: 0:00:06.217 / 4.8Gb/s Dir size: 32.7Gb, File count: 11127 ssd > ssd: 0:00:15.063 / 2.2Gb/s sdd > ram: 0:00:08.486 / 3.9Gb/s ram > ram: 0:00:08.032 / 4.1Gb/s ram > sdd: 0:00:07.026 / 4.7Gb/s Скрипт для теста ↗️ На моём железе прирост скорости ~2x. Плюс экономия ресурса SSD. В Windows такой фишки по умолчанию нет, но обязательно найдутся аналогичные решения #linux#triks

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Universe Mysteries 🪐

@cosmomyst · Post #511 · 21.11.2025 г., 12:21

🪐 As scientists plan for the future of interstellar travel, precision targeting has become a top priority, with research focusing on how to accurately send spacecraft toward stars like Alpha Centauri, over 4 light-years from Earth. To achieve this, astronomers use extremely detailed maps of nearby stars—created by ESA’s Gaia mission—which charts the exact positions and motions of more than a billion stars, allowing future probes to steer through space with unprecedented accuracy as they journey beyond our solar system. ✨ #spaceships⚡#navigation⚡#gaia⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​

GitHub Trends

@githubtrending · Post #15145 · 14.09.2025 г., 13:00

#javascript#gaia#general_purpose#multiagent_systems#multimodel DeepResearchAgent is a smart system that uses a top-level planner to break down big tasks into smaller parts and assigns them to specialized agents like analyzers, researchers, and browser tools. It can deeply analyze data, do thorough research, and automatically gather up-to-date information from the web. It supports many AI models and tools, including image and video generation, and runs tasks efficiently with asynchronous operations. This system helps you get detailed, well-organized research results faster and with less effort by automating complex, multi-step tasks and combining many AI capabilities in one framework. https://github.com/SkyworkAI/DeepResearchAgent

GitHub Trends

@githubtrending · Post #15399 · 07.01.2026 г., 13:30

#python#agent#agent_framework#browsecomp#deep_research#futurex#gaia#hle#research_agent#search_agent#xbench MiroThinker v1.5 is the top open-source AI search agent with a 256K context window and up to 400 tool calls per task for deep web research, code execution, and multi-step reasoning. It leads benchmarks like HLE-Text (39.2%), BrowseComp (69.8%), and GAIA (80.8%), beating other free agents at low cost. You benefit by getting accurate, real-world research help—like finding arXiv papers or solving complex queries—faster and cheaper than paid tools, with full open-source access on GitHub and Hugging Face. https://github.com/MiroMindAI/MiroThinker

Venture Village Wall 🦄

@venturevillagewall · Post #4020 · 29.01.2025 г., 13:00

Recent Funding Rounds Overview 🔍 Latest funding rounds: - Zhongke Era: $27.61M - R&D in industrial control tech. Learn more - EIGHT Brewing Co: $26M - Organic lager by Troy Aikman. Learn more - Oncomatryx: $26.30M - Precision drugs for cancer treatment. Learn more - Atomicwork: $25M - AI-based IT service management. Learn more - Manas AI: $24.60M - AI models for drug development. Learn more - Token Security: $20M - Machine-First Identity Security. Learn more - iPronics: $20.86M - Solid-state optical switches for AI. Learn more - Gaia: $14M - Improving IVF payments. Learn more - Astrome Technologies: $10M - 5G internet infrastructure. Learn more - Paytner Factoring: $8.97M - B2B payment services. Learn more Keep an eye on these innovative startups! #Funding#ZhongkeEra#EIGHTBrewingCo#Oncomatryx#Atomicwork#ManasAI#TokenSecurity#iPronics#Gaia#Astrome#Paytner#AI#VC