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Изворен канал @pythonotes · Post #199 · 8 јан.

Многие из тех кто активно работал с Python2 несколько удивлены, почему в Python3 удобная функция reload() переехала из builtin в imp а потом и в importlib? Ну было же удобно! А теперь лишний импорт😖 Дело в том, что начиная с Python3.3 функция reload() переписана на Python вместо Cи. Что это нам даёт? 🔸 Такой код проще поддерживать и развивать 🔸 Python код легче читать, изучать и понимать. Сравните это ➡️ и это ➡️. 🔸 Как результат пункта 2, проще писать свои расширения импорта. Например, пользовательский импортёр с какой-либо хитрой логикой по аналогии с импортом из zip архивов. А есть ли у этого решения недостатки? Да, они всегда есть. 🔹 Так как это не builtin функция, её следует импортнуть перед использованием 🔹 Скорость замедлилась примерно на 5%. Очевидно, что это совершенно не критично. К тому же от версии к версии логика импорта будет оптимизироваться и ускоряться. В самом начале файла importlib/__init__.py мы видим такой импорт: import _imp # Just the builtin component, NOT the full Python module То есть часть функционала по прежнему написана на Си, но достаточно низкоуровневая. #basic

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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