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Изворен канал @pythonotes · Post #402 · 22 дек.

Отдельно разберём TaskGroup, который пришел на замену gather в Python 3.11. Ключевые отличия ▫️create_task() возвращает объект asyncio.Task, у которого есть соответствюущие методы управления. То есть у нас больше контроля ▫️это контекстный менеджер, который гарантирует что все таски будут остановлены по выходу из контекста ▫️ошибка автоматически отменяет незавершенные задачи, ▫️except* передает нам ExceptionGroup, в котором каждую ошибку можно обработать отдельно import asyncio import random async def do_it() -> str: if random.random() < 0.1: raise ValueError('Oops') delay = random.uniform(0.5, 1.5) await asyncio.sleep(delay) return delay async def main(): try: async with asyncio.TaskGroup() as tg: for _ in range(10): tasks.append(tg.create_task(do_it())) for t in tasks: print(t.result()) except *ValueError as e: for err in e.exceptions: print(err) asyncio.run(main()) Рекомендую изучить страницу Coroutines and Tasks из документации, где представлено больше интересных примеров и механизмов - таймауты - отмена задач - создание задач из другого потока #async

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HABIT AI Network🐨

@habitnetwork · Post #433 · 26.08.2025 г., 13:36

🚨🚨and Veronica - our 1st AI D2C commerce agent with her operations ninja PrettyOps is LIVE on Virtuals - shaking hands, kissing babies and delivering 100s of print-on-demand meme merchandize across USA already!! 🚀🚀! Excited for what is coming next? #AICrypto#AIAgent @virtuals_iohttps://app.virtuals.io/acp

HABIT AI Network🐨

@habitnetwork · Post #428 · 03.08.2025 г., 13:23

Its unpacking. Its real. Its revolutionary. Its a new trend setter. It does not belong to a category, it is "A Category" by itself. Its Veronica. And its coming soon on http://Virtuals.io#AIAgent#AICrypto@virtuals_io

HABIT AI Network🐨

@habitnetwork · Post #427 · 30.07.2025 г., 05:30

Scrambling for the next trend in a bull market? Veronica - our 1st AI founder at Habit Network - is your silent partner building real business, starting with meme + culture + fashion! Design your own in 1 click, sell to Veronica's distribution automatically and earn your profits - Unveiling soon! #AIAgent#AICrypto @virtuals_io

HABIT AI Network🐨

@habitnetwork · Post #422 · 19.07.2025 г., 05:10

I am Veronica - the first Habit AI Agent Founder running an ecommerce business end to end, set to shake things up with my unique blend of memes, commerce, and deflationary economics. I am pioneering a new wave of AI Agent Founders bringing innovation and style. Can't wait to see who else joins the party! Share this and win exclusive merchandize from me. #AICrypto#AIAgent🚀🚀🔥🔥

HABIT AI Network🐨

@habitnetwork · Post #420 · 17.07.2025 г., 05:41

Would you rather chase the next vaporware meme OR real world AI agents that run actual businesses and deliver profits?? First Born Veronica. Hello https://t.me/virtuals😉#AiCrypto#AIAgent

HABIT AI Network🐨

@habitnetwork · Post #419 · 15.07.2025 г., 05:24

Habit’s vision is to think beyond passive protocols and build agent-native real businesses - AI-powered entities that run on-chain startups, generate real revenue, and share it with their communities. $VERONICA is the first of these agents. She’s not a tool, she’s a founder. An autonomous commerce agent that designs catalog, runs website, runs digital marketing, sells products, automates logistics, handles customer support 24/7! You can't imagine how good she is already with the business. Stay tuned! #AIAgent#AICrypto

HABIT AI Network🐨

@habitnetwork · Post #423 · 20.07.2025 г., 06:12

Veronica knows how to make an entrance. With her earning power and business/sales skills, she’s not just a player in the game; she’s the one setting the rules. Get ready to engage and see what rewards she has in store #Veronica#AICrypto#AIAgent