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Source channel @githubtrending · Post #14993 · Jul 24

#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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Interesting Planet 🌍

@interesting_planet_facts · Post #836 · 09/30/2025, 12:11 PM

🌎 Scientists have found that virtual reality can cause “time compression”—people often perceive sessions as shorter than reality. This effect is linked to how immersive environments alter brain attention and memory. In experiments, users underestimated durations by up to 25%. ✨ #time⚡#perception⚡#neuroscience⚡#virtualreality 👉subscribe Interesting Planet 👉more Channels ​

Machinelearning

@ai_machinelearning_big_data · Post #8145 · 07/27/2025, 10:50 AM

🌍 Hunyuan3D World Model 1.0 — первая в индустрии open-source модель для генерации интерактивных 3D‑миров Команда Tencent Hunyuan представила модель, способную создавать полноценные трёхмерные сцены всего по одному описанию — тексту или изображению. 🧠 Что умеет: — Генерация 3D-сред из текста или картинки — Поддержка редактирования и симуляций в стандартных CG-пайплайнах (Blender, Unity, Unreal) — Подходит для игр, VR, цифрового контента и прототипирования живых миров Вы просто пишете: "Japanese garden at sunset" — и модель генерирует трёхмерную сцену с деревьями, прудом и мягким освещением. Эта модель может серьёзно повлиять на будущее генеративного 3D — от геймдева до виртуальных миров. 📌 Полностью открытая модель: 🟢Проект: https://3d-models.hunyuan.tencent.com/world 🟢 Онлайн-демо: https://3d.hunyuan.tencent.com/sceneTo3D 🟢GitHub: https://github.com/Tencent-Hunyuan/HunyuanWorld-1.0 🟢 Hugging Face: https://huggingface.co/tencent/HunyuanWorld-1 @ai_machinelearning_big_data #3DGeneration#GenerativeAI#TextTo3D#Hunyuan3D#TencentAI#GameDev#VirtualReality

Venture Village Wall 🦄

@venturevillagewall · Post #3408 · 12/18/2024, 12:10 PM

CLO Virtual Fashion Raises $34.81M CLO Virtual Fashion successfully raised $34.81 million in funding, with a funding round occurring on December 16, 2024. For more information, visit their website: CLO Virtual Fashion. #Funding#CLOVirtualFashion#Investment#Fashion#Tech#3DModeling#VirtualReality#FashionTech#Innovation#Startup#TechFunding#Capital#December2024#Growth#Industry#Development#Design#FashionIndustry#DigitalFashion