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BIMgent: на пути к моделированию автономных зданий с помощью компьютерных агентов

В этой статье предлагают агентную структуру BIMgent, работающую на основе мультимодальных больших языковых моделей (LLM), разработанную для обеспечения автономной разработки моделей зданий с помощью операций графического пользовательского интерфейса (GUI). BIMgent автоматизирует процесс архитектурного моделирования зданий, включая мультимодальный ввод для концептуального проектирования, планирование рабочих процессов, специфичных для программного обеспечения, и эффективное выполнение действий графического пользовательского интерфейса разработки. Мы оцениваем BIMgent на реальных задачах моделирования зданий, включая как создание текстового концептуального проекта, так и реконструкцию существующего проекта здания.

https://arxiv.org/abs/2506.07217

AI LAB | Лаборатория ИИ
#unrealneural
BIMgent: на пути к моделированию автономных зданий с помощью компьютерных агентов

В этой статье предлагают агентную структуру BIMgent, работающую на основе мультимодальных больших языковых моделей (LLM), разработанную для обеспечения автономной разработки моделей зданий с помощью операций графического пользовательского интерфейса (GUI). BIMgent автоматизирует процесс архитектурного моделирования зданий, включая мультимодальный ввод для концептуального проектирования, планирование рабочих процессов, специфичных для программного обеспечения, и эффективное выполнение действий графического пользовательского интерфейса разработки. Мы оцениваем BIMgent на реальных задачах моделирования зданий, включая как создание текстового концептуального проекта, так и реконструкцию существующего проекта здания.

https://arxiv.org/abs/2506.07217
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How to Create a Custom Theme in Telegram for Desktop and Mobile

Like most instant messaging apps, Telegram helps facilitate communication. Its increasing popularity among social media users can be largely attributed to its enhanced privacy and encryption features. Also, its support for large group chat features has seen the app’s user count grow to 700 million monthly active users. The app has introduced several personalization features to maintain the interests of its users. One of such personalization options available to users is the creation of customized themes. Instead of using the default theme that typically comes with the Telegram app, users can now create theirs. Users can also share the created themes with the public. Here’s how you can create a custom Telegram theme on your desktop or mobile.

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With Telegram, you can send messages, photos, videos and files of any type (doc, zip, mp3, etc), as well as create groups for up to 200,000 people or channels for broadcasting to unlimited audiences. You can write to your phone contacts and find people by their usernames. As a result, Telegram is like SMS and email combined — and can take care of all your personal or business messaging needs. In addition to this, we support end-to-end encrypted voice calls.

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Telegram is a messaging app with a focus on speed and security, it’s super-fast, simple and free. You can use Telegram on all your devices at the same time — your messages sync seamlessly across any number of your phones, tablets or computers.

Q: Who is Telegram for?

Telegram is for everyone who wants fast and reliable messaging and calls. Business users and small teams may like the large groups, usernames, desktop apps and powerful file sharing options. You can appoint admins with advanced tools to help these communities prosper in peace. Public groups can be joined by anyone and are powerful platforms for discussions and collecting feedback.In case you're more into pictures, Telegram has animated gif search, a state of the art photo editor, and an open sticker platform (find some cool stickers here or here). What's more, there is no need to worry about disk space on your device. With Telegram's cloud support and cache management options, Telegram can take up nearly zero space on your phone.

Q: How is Telegram different from WhatsApp?

Unlike WhatsApp, Telegram is a cloud-based messenger with seamless sync. As a result, you can access your messages from several devices at once, including tablets and computers, and share an unlimited number of photos, videos and files (doc, zip, mp3, etc.) of up to 2 GB each. And if you don't want to store all that data on your device, you can always keep it in the cloud.Thanks to our multi-data center infrastructure and encryption, Telegram is faster and way more secure. On top of that, Telegram is free and will stay free — no ads, no subscription fees, forever.

Q: Can I make calls via Telegram?

Yes! Voice calls are currently available to users around the world.

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