#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm
UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles.
https://github.com/OpenBMB/UltraRAG
Самый дорогой экспонат Белградского автосалона – Aston Martin Vanquish Volante
Этот роскошный кабриолет ярко-синего цвета является одной из главных звезд выставки, впервые официально представляя бренд Aston Martin на Белградской ярмарке.
Двигатель: 5,2-литра битурбо V12.
Мощность: 835 л. с.
Разгон до 100 км/ч: 3,4 секунды.
Максимальная скорость: 345 км/ч.
Пока мир переходит на электрокары, Aston Martin привозит на автошоу в Сербию бензиновое безумие с мотором V12. 💰 Цена вопроса: 500 000€
#AstonMartin#Vanquish#Белград#Сербия
@NewsSerbia
🚗✨ Introducing the new Aston Martin Vanquish with a powerful V12! 🌟
🔧 Equipped with a twin-turbo engine delivering an impressive 835 hp and 1000 Nm of torque (just edging out the Ferrari 12Cilindri at 830 hp)! 💪
⚡️ Accelerating from 0 to 60 mph (96 km/h) in just 3.2 seconds, this flagship beauty boasts a top speed of 344 km/h! 🏁
🛠️ The Vanquish features a brand new body with a 75% increase in stiffness compared to the DBS. It comes with carbon-ceramic brakes and cutting-edge Bilstein DTX adaptive dampers for an unparalleled driving experience! 🚀
📅 Deliveries of this grand tourer will begin in Q4, with a starting price of $420,000. 💰
#AstonMartin#Vanquish#V12#LuxuryCars#Performance#CarEnthusiasts#Supercar#DrivingExperience#Auto
🚗✨For Sale: Aston Martin Vanquish!✨🚗
This stunning grand tourer isn't just any car; it was featured in a promotional photoshoot for the James Bond film "Die Another Day" starring Pierce Brosnan! 🌟
🔹Power: 460 HP
🔹Mileage: Over 60,000 km
🔹Price: Up to $100,000
Don't miss your chance to own a piece of cinematic history! 🎬💎
#AstonMartin#Vanquish#JamesBond#DieAnotherDay#LuxuryCars#CarForSale#BondCar#DreamCar#Auto